diff --git a/ADM01/dataset.json b/ADM01/dataset.json
index d45c37ea9ca3dc335c5a978e4729e20be29af6eb..d8dd7464c6bbf379662291d3afc78626b7135ef1 100644
--- a/ADM01/dataset.json
+++ b/ADM01/dataset.json
@@ -68,5 +68,5 @@
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/agriculture/livestockslaughterings/\">statistical release page</a> on our website."
   ],
   "source_href": "https://data.cso.ie/table/ADM01",
-  "updated_at": "2024-11-28T11:00:00Z"
+  "updated_at": "2024-12-20T11:00:00Z"
 }
\ No newline at end of file
diff --git a/ADM01/series.jsonl b/ADM01/series.jsonl
index dbfb49971775b66e86df2209f94c9cfae75e3040..e74d0b55b0baeb24825245f6d664a701a0616d98 100644
--- a/ADM01/series.jsonl
+++ b/ADM01/series.jsonl
@@ -1,20 +1,20 @@
-{"code":"ADM01C1.2","dimensions":{"C02079V02513":"2","STATISTIC":"ADM01C1"},"observations":[["PERIOD","VALUE"],["1975-01",158.1],["1975-02",134.9],["1975-03",137.7],["1975-04",139.6],["1975-05",190.4],["1975-06",117.1],["1975-07",154.6],["1975-08",161.2],["1975-09",183.7],["1975-10",166.1],["1975-11",142.3],["1975-12",145.6],["1976-01",163.7],["1976-02",155.3],["1976-03",137.2],["1976-04",136.1],["1976-05",168.4],["1976-06",130.0],["1976-07",99.4],["1976-08",96.2],["1976-09",120.9],["1976-10",106.5],["1976-11",95.1],["1976-12",100.0],["1977-01",111.0],["1977-02",111.7],["1977-03",116.6],["1977-04",120.5],["1977-05",118.8],["1977-06",112.6],["1977-07",100.0],["1977-08",137.8],["1977-09",155.3],["1977-10",122.9],["1977-11",131.2],["1977-12",118.5],["1978-01",150.4],["1978-02",155.0],["1978-03",133.7],["1978-04",124.1],["1978-05",165.5],["1978-06",175.7],["1978-07",173.3],["1978-08",167.0],["1978-09",163.7],["1978-10",154.3],["1978-11",155.0],["1978-12",137.4],["1979-01",136.7],["1979-02",124.0],["1979-03",111.4],["1979-04",103.8],["1979-05",119.5],["1979-06",139.6],["1979-07",158.0],["1979-08",132.4],["1979-09",134.8],["1979-10",157.5],["1979-11",152.4],["1979-12",132.7],["1980-01",161.0],["1980-02",148.2],["1980-03",137.0],["1980-04",118.3],["1980-05",131.1],["1980-06",114.4],["1980-07",123.6],["1980-08",125.7],["1980-09",152.9],["1980-10",177.8],["1980-11",189.9],["1980-12",195.4],["1981-01",177.8],["1981-02",153.7],["1981-03",131.3],["1981-04",126.8],["1981-05",146.6],["1981-06",182.3],["1981-07",191.3],["1981-08",169.0],["1981-09",155.4],["1981-10",136.2],["1981-11",121.6],["1981-12",119.0],["1982-01",100.6],["1982-02",93.6],["1982-03",113.1],["1982-04",111.3],["1982-05",129.2],["1982-06",153.7],["1982-07",173.1],["1982-08",170.6],["1982-09",173.5],["1982-10",172.8],["1982-11",159.4],["1982-12",141.7],["1983-01",106.3],["1983-02",97.2],["1983-03",97.3],["1983-04",95.5],["1983-05",134.7],["1983-06",161.2],["1983-07",165.4],["1983-08",165.2],["1983-09",162.5],["1983-10",149.3],["1983-11",149.6],["1983-12",139.4],["1984-01",127.8],["1984-02",129.6],["1984-03",93.9],["1984-04",98.1],["1984-05",162.5],["1984-06",165.4],["1984-07",152.2],["1984-08",170.6],["1984-09",156.0],["1984-10",158.9],["1984-11",140.9],["1984-12",127.0],["1985-01",126.8],["1985-02",111.4],["1985-03",128.2],["1985-04",117.9],["1985-05",189.2],["1985-06",205.1],["1985-07",249.5],["1985-08",203.9],["1985-09",202.4],["1985-10",208.1],["1985-11",168.7],["1985-12",170.1],["1986-01",136.4],["1986-02",104.1],["1986-03",102.8],["1986-04",109.1],["1986-05",173.1],["1986-06",207.5],["1986-07",220.1],["1986-08",176.2],["1986-09",203.7],["1986-10",209.5],["1986-11",172.9],["1986-12",184.6],["1987-01",131.4],["1987-02",123.7],["1987-03",114.6],["1987-04",127.4],["1987-05",205.7],["1987-06",240.9],["1987-07",231.4],["1987-08",168.8],["1987-09",186.3],["1987-10",185.3],["1987-11",181.9],["1987-12",172.3],["1988-01",141.7],["1988-02",145.8],["1988-03",148.7],["1988-04",134.6],["1988-05",204.5],["1988-06",225.9],["1988-07",215.4],["1988-08",201.4],["1988-09",190.4],["1988-10",164.1],["1988-11",177.9],["1988-12",188.4],["1989-01",176.8],["1989-02",177.3],["1989-03",182.3],["1989-04",151.7],["1989-05",262.8],["1989-06",287.0],["1989-07",285.3],["1989-08",280.3],["1989-09",289.5],["1989-10",257.8],["1989-11",262.1],["1989-12",235.3],["1990-01",214.3],["1990-02",214.4],["1990-03",205.7],["1990-04",233.7],["1990-05",362.0],["1990-06",384.9],["1990-07",459.2],["1990-08",454.8],["1990-09",374.8],["1990-10",381.6],["1990-11",333.1],["1990-12",268.6],["1991-01",232.4],["1991-02",198.1],["1991-03",219.0],["1991-04",231.6],["1991-05",461.5],["1991-06",405.6],["1991-07",507.9],["1991-08",480.4],["1991-09",449.8],["1991-10",388.1],["1991-11",359.8],["1991-12",282.0],["1992-01",314.7],["1992-02",256.2],["1992-03",227.5],["1992-04",283.7],["1992-05",388.0],["1992-06",484.7],["1992-07",505.2],["1992-08",469.6],["1992-09",454.5],["1992-10",372.6],["1992-11",301.7],["1992-12",298.9],["1993-01",274.9],["1993-02",269.1],["1993-03",335.7],["1993-04",428.2],["1993-05",454.0],["1993-06",438.0],["1993-07",489.4],["1993-08",485.8],["1993-09",452.6],["1993-10",408.8],["1993-11",357.4],["1993-12",306.4],["1994-01",244.9],["1994-02",252.5],["1994-03",278.9],["1994-04",280.3],["1994-05",430.0],["1994-06",431.3],["1994-07",449.2],["1994-08",452.3],["1994-09",448.1],["1994-10",432.7],["1994-11",392.2],["1994-12",328.1],["1995-01",222.3],["1995-02",190.2],["1995-03",217.9],["1995-04",290.3],["1995-05",483.2],["1995-06",435.0],["1995-07",464.9],["1995-08",489.3],["1995-09",449.9],["1995-10",379.9],["1995-11",346.5],["1995-12",328.8],["1996-01",281.3],["1996-02",253.5],["1996-03",225.0],["1996-04",385.8],["1996-05",484.3],["1996-06",416.1],["1996-07",507.6],["1996-08",469.0],["1996-09",395.2],["1996-10",370.7],["1996-11",326.2],["1996-12",253.2],["1997-01",205.9],["1997-02",169.5],["1997-03",203.4],["1997-04",315.1],["1997-05",394.0],["1997-06",386.1],["1997-07",436.3],["1997-08",370.4],[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diff --git a/ASM01/dataset.json b/ASM01/dataset.json
index 6d0621339f22d1dac5465b9ad3e327ffb15c5e6e..5cbb63fabfa0212c3e6a764e41cac9acad256852 100644
--- a/ASM01/dataset.json
+++ b/ASM01/dataset.json
@@ -48,5 +48,5 @@
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/tourismandtravel/\">statistical release page</a> on our website."
   ],
   "source_href": "https://data.cso.ie/table/ASM01",
-  "updated_at": "2024-11-29T11:00:00Z"
+  "updated_at": "2024-12-20T11:00:00Z"
 }
\ No newline at end of file
diff --git a/ASM01/series.jsonl b/ASM01/series.jsonl
index 30a6ec2f5ac99a61659cba72678a071e7b4c7e97..e58a6f455066577da411b410bb4da2c2f6fd42b3 100644
--- a/ASM01/series.jsonl
+++ b/ASM01/series.jsonl
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diff --git a/ASM02/dataset.json b/ASM02/dataset.json
index 55857414119c8526c7bd5cd191191c134ff600e9..5136b9563c910732eabaeeea1459f28a9fe4535f 100644
--- a/ASM02/dataset.json
+++ b/ASM02/dataset.json
@@ -56,5 +56,5 @@
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/tourismandtravel/\">statistical release page</a> on our website."
   ],
   "source_href": "https://data.cso.ie/table/ASM02",
-  "updated_at": "2024-11-29T11:00:00Z"
+  "updated_at": "2024-12-20T11:00:00Z"
 }
\ No newline at end of file
diff --git a/ASM02/series.jsonl b/ASM02/series.jsonl
index 757d275bdf4b5fd2aa85223f24611862966a3c5f..0886c960a383b08561270e54153a52d9174d50bc 100644
--- a/ASM02/series.jsonl
+++ b/ASM02/series.jsonl
@@ -1,10 +1,10 @@
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diff --git a/ASM03/dataset.json b/ASM03/dataset.json
index 4b6ea3ef666ea61fd542cbbd090702d1b3ae45e0..5c424b2dd062be237afbb6bbcc69b6d44be92f96 100644
--- a/ASM03/dataset.json
+++ b/ASM03/dataset.json
@@ -108,5 +108,5 @@
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/tourismandtravel/\">statistical release page</a> on our website."
   ],
   "source_href": "https://data.cso.ie/table/ASM03",
-  "updated_at": "2024-11-29T11:00:00Z"
+  "updated_at": "2024-12-20T11:00:00Z"
 }
\ No newline at end of file
diff --git a/ASM03/series.jsonl b/ASM03/series.jsonl
index 571bd2318a3cad7c0ec3a08192d6278370709513..60907735fcbed04823da53b39e039fa0f5214f1a 100644
--- a/ASM03/series.jsonl
+++ b/ASM03/series.jsonl
@@ -1,36 +1,36 @@
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diff --git a/BPA33/dataset.json b/BPA33/dataset.json
index d59fd5753524b89474bd71e73415f9b3ed7f185d..3d38d0e056a0f5c2bac347fcac210335b0b4c0dc 100644
--- a/BPA33/dataset.json
+++ b/BPA33/dataset.json
@@ -320,5 +320,5 @@
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/internationalaccounts/foreigndirectinvestment/\">statistical release page</a> on our website."
   ],
   "source_href": "https://data.cso.ie/table/BPA33",
-  "updated_at": "2024-01-17T11:00:00Z"
+  "updated_at": "2024-12-20T11:00:00Z"
 }
\ No newline at end of file
diff --git a/BPA33/series.jsonl b/BPA33/series.jsonl
index 54d0794c99c867dc2313ba2c577fa85d6cb76036..d40eb1e10981c7e85073b8ac4c5a582bb9e250cf 100644
--- a/BPA33/series.jsonl
+++ b/BPA33/series.jsonl
@@ -1,544 +1,544 @@
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-{"code":"BPA33C01.-01.01","dimensions":{"C02677V03567":"-01","C03370V04055":"01","STATISTIC":"BPA33C01"},"observations":[["PERIOD","VALUE"],["2012",6878.0],["2013",10061.0],["2014",-2072.0],["2015",115052.0],["2016",43782.0],["2017",-32637.0],["2018",-16502.0],["2019",110305.0],["2020",8560.0],["2021",47819.0],["2022",-52082.0]]}
-{"code":"BPA33C01.-01.02","dimensions":{"C02677V03567":"-01","C03370V04055":"02","STATISTIC":"BPA33C01"},"observations":[["PERIOD","VALUE"],["2012",10915.0],["2013",11583.0],["2014",14199.0],["2015",10562.0],["2016",11774.0],["2017",17425.0],["2018",14227.0],["2019",13323.0],["2020",16628.0],["2021",21358.0],["2022",28556.0]]}
-{"code":"BPA33C01.-01.03","dimensions":{"C02677V03567":"-01","C03370V04055":"03","STATISTIC":"BPA33C01"},"observations":[["PERIOD","VALUE"],["2012",-244.0],["2013",325.0],["2014",18912.0],["2015",26237.0],["2016",-28377.0],["2017",13400.0],["2018",6639.0],["2019",-94969.0],["2020",-35169.0],["2021",-21707.0],["2022",32447.0]]}
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diff --git a/BPA34/dataset.json b/BPA34/dataset.json
index 4c13afb7c8523753daed589467279532d5acc22b..5f14d9fd4cce4fdf8a292b0fe2bdf689ec4e6a7a 100644
--- a/BPA34/dataset.json
+++ b/BPA34/dataset.json
@@ -324,5 +324,5 @@
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/internationalaccounts/foreigndirectinvestment/\">statistical release page</a> on our website."
   ],
   "source_href": "https://data.cso.ie/table/BPA34",
-  "updated_at": "2024-01-17T11:00:00Z"
+  "updated_at": "2024-12-20T11:00:00Z"
 }
\ No newline at end of file
diff --git a/BPA34/series.jsonl b/BPA34/series.jsonl
index 364837bcc531b7fc562945963d3737189a3efe6c..330953f474c7b08c2cac7726a2e1d680c1c2373b 100644
--- a/BPA34/series.jsonl
+++ b/BPA34/series.jsonl
@@ -1,420 +1,420 @@
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diff --git a/BPA35/dataset.json b/BPA35/dataset.json
index b95fcf957237e63b911dac0a756a3aa685f88adb..f4b6d9ec1bd3842a6466168d2d63838003c72621 100644
--- a/BPA35/dataset.json
+++ b/BPA35/dataset.json
@@ -144,5 +144,5 @@
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/internationalaccounts/foreigndirectinvestment/\">statistical release page</a> on our website."
   ],
   "source_href": "https://data.cso.ie/table/BPA35",
-  "updated_at": "2024-01-17T11:00:00Z"
+  "updated_at": "2024-12-20T11:00:00Z"
 }
\ No newline at end of file
diff --git a/BPA35/series.jsonl b/BPA35/series.jsonl
index c03a85205c137088a2e969eb361d174ddfdfe363..8dbc26eaf510eddfca3f2466ba8ed76544aecbb6 100644
--- a/BPA35/series.jsonl
+++ b/BPA35/series.jsonl
@@ -1,360 +1,360 @@
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-{"code":"BPA35C01.-.IN","dimensions":{"C02677V03567":"IN","C02961V03581":"-","STATISTIC":"BPA35C01"},"observations":[["PERIOD","VALUE"],["2012","NA"],["2013","NA"],["2014","NA"],["2015","NA"],["2016","NA"],["2017","NA"],["2018","NA"],["2019","NA"],["2020","NA"],["2021","NA"],["2022","NA"]]}
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diff --git a/BPA36/dataset.json b/BPA36/dataset.json
index 183c0cf89e63373fff43ac5640697471a22db5a7..995036d927ac877db84b633216e7ee68fc5df97f 100644
--- a/BPA36/dataset.json
+++ b/BPA36/dataset.json
@@ -152,5 +152,5 @@
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/internationalaccounts/foreigndirectinvestment/\">statistical release page</a> on our website."
   ],
   "source_href": "https://data.cso.ie/table/BPA36",
-  "updated_at": "2024-01-17T11:00:00Z"
+  "updated_at": "2024-12-20T11:00:00Z"
 }
\ No newline at end of file
diff --git a/BPA36/series.jsonl b/BPA36/series.jsonl
index bdb87ac1660d6d3ff4b34f0f13996e261ef9dc5e..21ac02e7d0d79caec5fd9e20f1d57580d19606ac 100644
--- a/BPA36/series.jsonl
+++ b/BPA36/series.jsonl
@@ -1,400 +1,400 @@
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diff --git a/BPA37/dataset.json b/BPA37/dataset.json
index 21c7ae024b0903842cb9d8e4b1d2e9d2dd593fe7..9633be658690b8ed5f0e5dfa6998317e66076ff4 100644
--- a/BPA37/dataset.json
+++ b/BPA37/dataset.json
@@ -124,5 +124,5 @@
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/internationalaccounts/foreigndirectinvestment/\">statistical release page</a> on our website."
   ],
   "source_href": "https://data.cso.ie/table/BPA37",
-  "updated_at": "2024-01-17T11:00:00Z"
+  "updated_at": "2024-12-20T11:00:00Z"
 }
\ No newline at end of file
diff --git a/BPA37/series.jsonl b/BPA37/series.jsonl
index 3e224f65a9b796aed8cde630e93ebfedb50815d2..f72c091980270054d5b2bfdfb22a352bcef0a9b8 100644
--- a/BPA37/series.jsonl
+++ b/BPA37/series.jsonl
@@ -1,69 +1,69 @@
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-{"code":"BPA37C01.-02","dimensions":{"C02677V03567":"-02","STATISTIC":"BPA37C01"},"observations":[["PERIOD","VALUE"],["2012",5273.0],["2013",3636.0],["2014",3621.0],["2015",2082.0],["2016",3150.0],["2017",4146.0],["2018",24588.0],["2019",25629.0],["2020",32448.0],["2021","NA"],["2022",11253.0]]}
-{"code":"BPA37C01.ASC4","dimensions":{"C02677V03567":"ASC4","STATISTIC":"BPA37C01"},"observations":[["PERIOD","VALUE"],["2012",4997.0],["2013",3178.0],["2014",2986.0],["2015",1562.0],["2016",2395.0],["2017",2865.0],["2018",12132.0],["2019",10818.0],["2020","NA"],["2021","NA"],["2022","NA"]]}
-{"code":"BPA37C01.BE","dimensions":{"C02677V03567":"BE","STATISTIC":"BPA37C01"},"observations":[["PERIOD","VALUE"],["2012",-38.0],["2013",-10.0],["2014","NA"],["2015",23.0],["2016",87.0],["2017",77.0],["2018",3462.0],["2019",2413.0],["2020",1646.0],["2021",1639.0],["2022",2799.0]]}
-{"code":"BPA37C01.CA","dimensions":{"C02677V03567":"CA","STATISTIC":"BPA37C01"},"observations":[["PERIOD","VALUE"],["2012",26.0],["2013",18.0],["2014",96.0],["2015",43.0],["2016",0.0],["2017",30.0],["2018",4.0],["2019",-53.0],["2020",-112.0],["2021",81.0],["2022",-37.0]]}
-{"code":"BPA37C01.CH","dimensions":{"C02677V03567":"CH","STATISTIC":"BPA37C01"},"observations":[["PERIOD","VALUE"],["2012","NA"],["2013","NA"],["2014","NA"],["2015",-193.0],["2016",-919.0],["2017","NA"],["2018",12026.0],["2019",14590.0],["2020",23126.0],["2021",17571.0],["2022",22405.0]]}
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+{"code":"BPA37C03.IT","dimensions":{"C02677V03567":"IT","STATISTIC":"BPA37C03"},"observations":[["PERIOD","VALUE"],["2012",-1333.0],["2013","NA"],["2014",-1492.40799],["2015",-1842.28115],["2016",-1422.93559],["2017",-1455.6576],["2018",-1351.3685],["2019",-2001.76593],["2020","NA"],["2021","NA"],["2022","NA"],["2023",-1567.5999]]}
+{"code":"BPA37C03.JP","dimensions":{"C02677V03567":"JP","STATISTIC":"BPA37C03"},"observations":[["PERIOD","VALUE"],["2012","NA"],["2013","NA"],["2014","NA"],["2015","NA"],["2016","NA"],["2017","NA"],["2018","NA"],["2019","NA"],["2020","NA"],["2021","NA"],["2022","NA"],["2023","NA"]]}
+{"code":"BPA37C03.LU","dimensions":{"C02677V03567":"LU","STATISTIC":"BPA37C03"},"observations":[["PERIOD","VALUE"],["2012",359.0],["2013","NA"],["2014","NA"],["2015","NA"],["2016","NA"],["2017","NA"],["2018","NA"],["2019","NA"],["2020","NA"],["2021","NA"],["2022","NA"],["2023","NA"]]}
+{"code":"BPA37C03.NL","dimensions":{"C02677V03567":"NL","STATISTIC":"BPA37C03"},"observations":[["PERIOD","VALUE"],["2012",-7418.0],["2013","NA"],["2014","NA"],["2015","NA"],["2016","NA"],["2017","NA"],["2018","NA"],["2019","NA"],["2020","NA"],["2021","NA"],["2022","NA"],["2023","NA"]]}
+{"code":"BPA37C03.US","dimensions":{"C02677V03567":"US","STATISTIC":"BPA37C03"},"observations":[["PERIOD","VALUE"],["2012",-2289.0],["2013","NA"],["2014","NA"],["2015","NA"],["2016","NA"],["2017","NA"],["2018","NA"],["2019","NA"],["2020",-5886.426],["2021","NA"],["2022","NA"],["2023","NA"]]}
+{"code":"BPA37C03.ZZAA5","dimensions":{"C02677V03567":"ZZAA5","STATISTIC":"BPA37C03"},"observations":[["PERIOD","VALUE"],["2012","NA"],["2013","NA"],["2014","NA"],["2015","NA"],["2016","NA"],["2017","NA"],["2018","NA"],["2019","NA"],["2020","NA"],["2021",11.57784],["2022",194.80326],["2023","NA"]]}
+{"code":"BPA37C03.ZZABF","dimensions":{"C02677V03567":"ZZABF","STATISTIC":"BPA37C03"},"observations":[["PERIOD","VALUE"],["2012",255.0],["2013","NA"],["2014","NA"],["2015","NA"],["2016","NA"],["2017","NA"],["2018",-6051.915],["2019","NA"],["2020","NA"],["2021",-233.159],["2022","NA"],["2023","NA"]]}
+{"code":"BPA37C03.ZZAD02","dimensions":{"C02677V03567":"ZZAD02","STATISTIC":"BPA37C03"},"observations":[["PERIOD","VALUE"],["2012","NA"],["2013","NA"],["2014","NA"],["2015","NA"],["2016","NA"],["2017","NA"],["2018","NA"],["2019","NA"],["2020",-69.500759],["2021","NA"],["2022",526.43895],["2023",515.09633]]}
+{"code":"BPA37C03.ZZAZAS","dimensions":{"C02677V03567":"ZZAZAS","STATISTIC":"BPA37C03"},"observations":[["PERIOD","VALUE"],["2012",-9769.0],["2013","NA"],["2014","NA"],["2015","NA"],["2016","NA"],["2017",-20142.34],["2018",-19999.132],["2019",-18637.724],["2020",-24064.753],["2021",-77453.41],["2022",-110617.712],["2023",-89429.76]]}
+{"code":"BPA37C03.ZZEMU7","dimensions":{"C02677V03567":"ZZEMU7","STATISTIC":"BPA37C03"},"observations":[["PERIOD","VALUE"],["2012",-12464.0],["2013",-10186.688],["2014",-9742.878],["2015",-13478.97],["2016",-10447.82],["2017",-13351.99],["2018",-18285.48],["2019",-17784.07],["2020",-14911.21],["2021","NA"],["2022",-15427.43],["2023",-24974.37]]}
+{"code":"BPA37C03.ZZEU28","dimensions":{"C02677V03567":"ZZEU28","STATISTIC":"BPA37C03"},"observations":[["PERIOD","VALUE"],["2012",-13259.0],["2013",-10222.435],["2014",-10281.79],["2015",-15740.16],["2016",-13548.77],["2017",-15867.9],["2018",-20152.38],["2019",-19978.05],["2020",-14426.28],["2021",-16560.09],["2022",-13447.48],["2023",-24908.63]]}
+{"code":"BPA37C03.ZZEUR03","dimensions":{"C02677V03567":"ZZEUR03","STATISTIC":"BPA37C03"},"observations":[["PERIOD","VALUE"],["2012",-19081.0],["2013",-13876.6],["2014",-13680.69],["2015",-37433.0],["2016",-26324.9],["2017",-33662.76],["2018",-44926.63],["2019",-51262.01],["2020",-56878.12],["2021",-38107.19],["2022",-39239.82],["2023",-50357.34]]}
+{"code":"BPA37C03.ZZZ5","dimensions":{"C02677V03567":"ZZZ5","STATISTIC":"BPA37C03"},"observations":[["PERIOD","VALUE"],["2012",-8.0],["2013","NA"],["2014","NA"],["2015",-357.2986],["2016",187.8492],["2017","NA"],["2018","NA"],["2019","NA"],["2020","NA"],["2021","NA"],["2022","NA"],["2023","NA"]]}
diff --git a/EDA22/dataset.json b/EDA22/dataset.json
index a3e49724b945852d26330a7a84e91d4c6dab772d..2beb0c9382ce56d1f69eb5e0d9a7dcb37ca695c1 100644
--- a/EDA22/dataset.json
+++ b/EDA22/dataset.json
@@ -32,9 +32,9 @@
   },
   "name": "Real current public expenditure on education",
   "notes": [
-    "Ireland : Real current public expenditure on education, 2006-2018. € per student at 2019 prices. Second-level includes further education, e.g., Post-Leaving Certificate programmes",
+    "Ireland: Real current public expenditure on education, 2006-2020. € per student at constant 2021 prices. Second-level education includes Post-Leaving Certificate Programmes.",
     "Department of Education and Skills statistics hosted by the CSO. Any comments or queries can be sent to <a rel=\"nofollow\" href=\"mailto:statistics@education.gov.ie\">statistics@education.gov.ie</a>"
   ],
   "source_href": "https://data.cso.ie/table/EDA22",
-  "updated_at": "2024-12-18T11:00:00Z"
+  "updated_at": "2024-12-19T11:00:00Z"
 }
\ No newline at end of file
diff --git a/EDA52/dataset.json b/EDA52/dataset.json
index c5d7d2fd74bf85f7de9ea1fc61e9bc2fcce8058c..650708230a224af85879351b69f43b823dc35643 100644
--- a/EDA52/dataset.json
+++ b/EDA52/dataset.json
@@ -96,9 +96,9 @@
   },
   "name": "Entrants (1st October to 30th September) to Mainstream Classes in National School",
   "notes": [
-    " The figure for Entrants from other national schools includes those <br />pupils who transfer from Junior to Senior Primary School. The figure <br />for entrants from Early Start is included in Other pre-primary <br />provision, from 2017 on.",
+    "The figure for Entrants from other national schools includes those <br />pupils who transfer from Junior to Senior Primary School. The figure <br />for entrants from Early Start is included in Other pre-primary <br />provision, from 2017 on.",
     "Department of Education and Skills statistics hosted by the CSO. Any comments or queries can be sent to <a rel=\"nofollow\" href=\"mailto:statistics@education.gov.ie\">statistics@education.gov.ie</a>"
   ],
   "source_href": "https://data.cso.ie/table/EDA52",
-  "updated_at": "2023-08-08T11:00:00Z"
+  "updated_at": "2024-12-19T11:00:00Z"
 }
\ No newline at end of file
diff --git a/EDA52/series.jsonl b/EDA52/series.jsonl
index 34ccf66070c7a0ed783268e32313dd3ffcc0ed0f..b49a870510a21e5c3e20d5c87159216e50271958 100644
--- a/EDA52/series.jsonl
+++ b/EDA52/series.jsonl
@@ -1,120 +1,120 @@
-{"code":"EDA52.-1.-.-","dimensions":{"C02199V02655":"-","C02446V02958":"-1","C02485V03008":"-","STATISTIC":"EDA52"},"observations":[["PERIOD","VALUE"],["2000",77055.0],["2001",76683.0],["2002",79358.0],["2003",81151.0],["2004",82422.0],["2005",81929.0],["2006",85644.0],["2007",90238.0],["2008",93660.0],["2009",93260.0],["2010",90118.0],["2011",87799.0],["2012",93170.0],["2013",96414.0],["2014",98684.0],["2015",98255.0],["2016",99339.0],["2017",95801.0],["2018",95477.0],["2019",94366.0],["2020",94336.0],["2021",88127.0],["2022",89227.0],["2023",98696.0]]}
-{"code":"EDA52.-1.-.1","dimensions":{"C02199V02655":"1","C02446V02958":"-1","C02485V03008":"-","STATISTIC":"EDA52"},"observations":[["PERIOD","VALUE"],["2000",41099.0],["2001",40570.0],["2002",41945.0],["2003",42922.0],["2004",43515.0],["2005",43205.0],["2006",45060.0],["2007",47206.0],["2008",48818.0],["2009",48837.0],["2010",47375.0],["2011",46321.0],["2012",48671.0],["2013",50493.0],["2014",51543.0],["2015",51227.0],["2016",51504.0],["2017",49405.0],["2018",49537.0],["2019",49031.0],["2020",48673.0],["2021",45227.0],["2022",45817.0],["2023",50986.0]]}
-{"code":"EDA52.-1.-.2","dimensions":{"C02199V02655":"2","C02446V02958":"-1","C02485V03008":"-","STATISTIC":"EDA52"},"observations":[["PERIOD","VALUE"],["2000",35956.0],["2001",36113.0],["2002",37413.0],["2003",38229.0],["2004",38907.0],["2005",38724.0],["2006",40584.0],["2007",43032.0],["2008",44842.0],["2009",44423.0],["2010",42743.0],["2011",41478.0],["2012",44499.0],["2013",45921.0],["2014",47141.0],["2015",47028.0],["2016",47835.0],["2017",46396.0],["2018",45940.0],["2019",45335.0],["2020",45663.0],["2021",42900.0],["2022",43410.0],["2023",47710.0]]}
-{"code":"EDA52.-1.1.-","dimensions":{"C02199V02655":"-","C02446V02958":"-1","C02485V03008":"1","STATISTIC":"EDA52"},"observations":[["PERIOD","VALUE"],["2000",48907.0],["2001",49272.0],["2002",52602.0],["2003",53819.0],["2004",54878.0],["2005",54310.0],["2006",56319.0],["2007",59507.0],["2008",61517.0],["2009",63483.0],["2010",47823.0],["2011",26388.0],["2012",36008.0],["2013",32779.0],["2014",21274.0],["2015",27595.0],["2016",26618.0],["2017",4865.0],["2018",3682.0],["2019",3962.0],["2020",3446.0],["2021",2715.0],["2022",3305.0],["2023",3542.0]]}
-{"code":"EDA52.-1.1.1","dimensions":{"C02199V02655":"1","C02446V02958":"-1","C02485V03008":"1","STATISTIC":"EDA52"},"observations":[["PERIOD","VALUE"],["2000",25283.0],["2001",25398.0],["2002",8707.0],["2003",27600.0],["2004",28235.0],["2005",27741.0],["2006",28787.0],["2007",30331.0],["2008",31317.0],["2009",32442.0],["2010",24585.0],["2011",13825.0],["2012",18495.0],["2013",17137.0],["2014",11089.0],["2015",14231.0],["2016",13751.0],["2017",2576.0],["2018",1886.0],["2019",2116.0],["2020",1789.0],["2021",1386.0],["2022",1716.0],["2023",1868.0]]}
-{"code":"EDA52.-1.1.2","dimensions":{"C02199V02655":"2","C02446V02958":"-1","C02485V03008":"1","STATISTIC":"EDA52"},"observations":[["PERIOD","VALUE"],["2000",23624.0],["2001",23874.0],["2002",25566.0],["2003",26219.0],["2004",26643.0],["2005",26569.0],["2006",27532.0],["2007",29176.0],["2008",30200.0],["2009",31041.0],["2010",23238.0],["2011",12563.0],["2012",17513.0],["2013",15642.0],["2014",10185.0],["2015",13364.0],["2016",12867.0],["2017",2289.0],["2018",1796.0],["2019",1846.0],["2020",1657.0],["2021",1329.0],["2022",1589.0],["2023",1674.0]]}
-{"code":"EDA52.-1.2.-","dimensions":{"C02199V02655":"-","C02446V02958":"-1","C02485V03008":"2","STATISTIC":"EDA52"},"observations":[["PERIOD","VALUE"],["2000",1365.0],["2001",1205.0],["2002",1190.0],["2003",1247.0],["2004",1296.0],["2005",1216.0],["2006",1226.0],["2007",1347.0],["2008",1301.0],["2009",1219.0],["2010",1483.0],["2011",1545.0],["2012",2554.0],["2013",3297.0],["2014",4205.0],["2015",5199.0],["2016",6196.0],["2017","NA"],["2018","NA"],["2019","NA"],["2020","NA"],["2021","NA"],["2022","NA"],["2023","NA"]]}
-{"code":"EDA52.-1.2.1","dimensions":{"C02199V02655":"1","C02446V02958":"-1","C02485V03008":"2","STATISTIC":"EDA52"},"observations":[["PERIOD","VALUE"],["2000",713.0],["2001",570.0],["2002",605.0],["2003",632.0],["2004",707.0],["2005",624.0],["2006",669.0],["2007",675.0],["2008",640.0],["2009",597.0],["2010",772.0],["2011",807.0],["2012",1252.0],["2013",1635.0],["2014",2194.0],["2015",2571.0],["2016",3104.0],["2017","NA"],["2018","NA"],["2019","NA"],["2020","NA"],["2021","NA"],["2022","NA"],["2023","NA"]]}
-{"code":"EDA52.-1.2.2","dimensions":{"C02199V02655":"2","C02446V02958":"-1","C02485V03008":"2","STATISTIC":"EDA52"},"observations":[["PERIOD","VALUE"],["2000",652.0],["2001",635.0],["2002",585.0],["2003",615.0],["2004",589.0],["2005",592.0],["2006",557.0],["2007",672.0],["2008",661.0],["2009",622.0],["2010",711.0],["2011",738.0],["2012",1302.0],["2013",1662.0],["2014",2011.0],["2015",2628.0],["2016",3092.0],["2017","NA"],["2018","NA"],["2019","NA"],["2020","NA"],["2021","NA"],["2022","NA"],["2023","NA"]]}
-{"code":"EDA52.-1.3.-","dimensions":{"C02199V02655":"-","C02446V02958":"-1","C02485V03008":"3","STATISTIC":"EDA52"},"observations":[["PERIOD","VALUE"],["2000",22672.0],["2001",21568.0],["2002",20550.0],["2003",21048.0],["2004",21347.0],["2005",21196.0],["2006",21551.0],["2007",20779.0],["2008",21799.0],["2009",21748.0],["2010",21094.0],["2011",20833.0],["2012",21532.0],["2013",22140.0],["2014",23291.0],["2015",22963.0],["2016",23620.0],["2017",25215.0],["2018",23588.0],["2019",22775.0],["2020",23853.0],["2021",21572.0],["2022",21308.0],["2023",22716.0]]}
-{"code":"EDA52.-1.3.1","dimensions":{"C02199V02655":"1","C02446V02958":"-1","C02485V03008":"3","STATISTIC":"EDA52"},"observations":[["PERIOD","VALUE"],["2000",13056.0],["2001",12235.0],["2002",11774.0],["2003",12101.0],["2004",12115.0],["2005",12172.0],["2006",12368.0],["2007",11831.0],["2008",12265.0],["2009",12338.0],["2010",12009.0],["2011",11790.0],["2012",12364.0],["2013",12606.0],["2014",13045.0],["2015",12914.0],["2016",13037.0],["2017",13807.0],["2018",12963.0],["2019",12592.0],["2020",12772.0],["2021",11638.0],["2022",11309.0],["2023",12249.0]]}
-{"code":"EDA52.-1.3.2","dimensions":{"C02199V02655":"2","C02446V02958":"-1","C02485V03008":"3","STATISTIC":"EDA52"},"observations":[["PERIOD","VALUE"],["2000",9616.0],["2001",9333.0],["2002",8776.0],["2003",8947.0],["2004",9232.0],["2005",9024.0],["2006",9183.0],["2007",8948.0],["2008",9534.0],["2009",9410.0],["2010",9085.0],["2011",9043.0],["2012",9168.0],["2013",9534.0],["2014",10246.0],["2015",10049.0],["2016",10583.0],["2017",11408.0],["2018",10625.0],["2019",10183.0],["2020",11081.0],["2021",9934.0],["2022",9999.0],["2023",10467.0]]}
-{"code":"EDA52.-1.4.-","dimensions":{"C02199V02655":"-","C02446V02958":"-1","C02485V03008":"4","STATISTIC":"EDA52"},"observations":[["PERIOD","VALUE"],["2000",327.0],["2001",344.0],["2002",405.0],["2003",366.0],["2004",250.0],["2005",418.0],["2006",266.0],["2007",266.0],["2008",436.0],["2009",262.0],["2010",364.0],["2011",299.0],["2012",507.0],["2013",462.0],["2014",460.0],["2015",456.0],["2016",532.0],["2017",144.0],["2018",173.0],["2019",96.0],["2020",104.0],["2021",146.0],["2022",99.0],["2023",136.0]]}
-{"code":"EDA52.-1.4.1","dimensions":{"C02199V02655":"1","C02446V02958":"-1","C02485V03008":"4","STATISTIC":"EDA52"},"observations":[["PERIOD","VALUE"],["2000",179.0],["2001",210.0],["2002",214.0],["2003",175.0],["2004",129.0],["2005",232.0],["2006",113.0],["2007",133.0],["2008",263.0],["2009",131.0],["2010",206.0],["2011",168.0],["2012",222.0],["2013",169.0],["2014",272.0],["2015",191.0],["2016",210.0],["2017",73.0],["2018",64.0],["2019",50.0],["2020",50.0],["2021",79.0],["2022",49.0],["2023",72.0]]}
-{"code":"EDA52.-1.4.2","dimensions":{"C02199V02655":"2","C02446V02958":"-1","C02485V03008":"4","STATISTIC":"EDA52"},"observations":[["PERIOD","VALUE"],["2000",148.0],["2001",134.0],["2002",191.0],["2003",191.0],["2004",121.0],["2005",186.0],["2006",153.0],["2007",133.0],["2008",173.0],["2009",131.0],["2010",158.0],["2011",131.0],["2012",285.0],["2013",293.0],["2014",188.0],["2015",265.0],["2016",322.0],["2017",71.0],["2018",109.0],["2019",46.0],["2020",54.0],["2021",67.0],["2022",50.0],["2023",64.0]]}
-{"code":"EDA52.-1.5.-","dimensions":{"C02199V02655":"-","C02446V02958":"-1","C02485V03008":"5","STATISTIC":"EDA52"},"observations":[["PERIOD","VALUE"],["2000",216.0],["2001",202.0],["2002",271.0],["2003",208.0],["2004",146.0],["2005",166.0],["2006",193.0],["2007",224.0],["2008",250.0],["2009",206.0],["2010",159.0],["2011",116.0],["2012",123.0],["2013",125.0],["2014",78.0],["2015",88.0],["2016",125.0],["2017",107.0],["2018",93.0],["2019",86.0],["2020",93.0],["2021",92.0],["2022",94.0],["2023",91.0]]}
-{"code":"EDA52.-1.5.1","dimensions":{"C02199V02655":"1","C02446V02958":"-1","C02485V03008":"5","STATISTIC":"EDA52"},"observations":[["PERIOD","VALUE"],["2000",96.0],["2001",113.0],["2002",152.0],["2003",111.0],["2004",75.0],["2005",95.0],["2006",109.0],["2007",110.0],["2008",132.0],["2009",112.0],["2010",86.0],["2011",61.0],["2012",73.0],["2013",59.0],["2014",45.0],["2015",44.0],["2016",68.0],["2017",53.0],["2018",47.0],["2019",41.0],["2020",52.0],["2021",47.0],["2022",42.0],["2023",46.0]]}
-{"code":"EDA52.-1.5.2","dimensions":{"C02199V02655":"2","C02446V02958":"-1","C02485V03008":"5","STATISTIC":"EDA52"},"observations":[["PERIOD","VALUE"],["2000",120.0],["2001",89.0],["2002",119.0],["2003",97.0],["2004",71.0],["2005",71.0],["2006",84.0],["2007",114.0],["2008",118.0],["2009",94.0],["2010",73.0],["2011",55.0],["2012",50.0],["2013",66.0],["2014",33.0],["2015",44.0],["2016",57.0],["2017",54.0],["2018",46.0],["2019",45.0],["2020",41.0],["2021",45.0],["2022",52.0],["2023",45.0]]}
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+{"code":"EDA52.28.8.1","dimensions":{"C02199V02655":"1","C02446V02958":"28","C02485V03008":"8","STATISTIC":"EDA52"},"observations":[["PERIOD","VALUE"],["2000","NA"],["2001","NA"],["2002","NA"],["2003","NA"],["2004","NA"],["2005","NA"],["2006","NA"],["2007","NA"],["2008","NA"],["2009","NA"],["2010",38.0],["2011",10.0],["2012","NA"],["2013","NA"],["2014","NA"],["2015","NA"],["2016","NA"],["2017","NA"],["2018","NA"],["2019","NA"],["2020","NA"],["2021","NA"],["2022","NA"],["2023","NA"],["2024","NA"]]}
+{"code":"EDA52.28.8.2","dimensions":{"C02199V02655":"2","C02446V02958":"28","C02485V03008":"8","STATISTIC":"EDA52"},"observations":[["PERIOD","VALUE"],["2000","NA"],["2001","NA"],["2002","NA"],["2003","NA"],["2004","NA"],["2005","NA"],["2006","NA"],["2007","NA"],["2008","NA"],["2009","NA"],["2010",12.0],["2011",2.0],["2012","NA"],["2013","NA"],["2014","NA"],["2015","NA"],["2016","NA"],["2017","NA"],["2018","NA"],["2019","NA"],["2020","NA"],["2021","NA"],["2022","NA"],["2023","NA"],["2024","NA"]]}
+{"code":"EDA52.28.9.-","dimensions":{"C02199V02655":"-","C02446V02958":"28","C02485V03008":"9","STATISTIC":"EDA52"},"observations":[["PERIOD","VALUE"],["2000","NA"],["2001","NA"],["2002","NA"],["2003","NA"],["2004","NA"],["2005","NA"],["2006","NA"],["2007","NA"],["2008","NA"],["2009","NA"],["2010",14.0],["2011",39.0],["2012",14.0],["2013",40.0],["2014",26.0],["2015",27.0],["2016",31.0],["2017",482.0],["2018",425.0],["2019",506.0],["2020",593.0],["2021",522.0],["2022",578.0],["2023",1427.0],["2024",1334.0]]}
+{"code":"EDA52.28.9.1","dimensions":{"C02199V02655":"1","C02446V02958":"28","C02485V03008":"9","STATISTIC":"EDA52"},"observations":[["PERIOD","VALUE"],["2000","NA"],["2001","NA"],["2002","NA"],["2003","NA"],["2004","NA"],["2005","NA"],["2006","NA"],["2007","NA"],["2008","NA"],["2009","NA"],["2010",9.0],["2011",4.0],["2012",5.0],["2013",10.0],["2014",8.0],["2015",18.0],["2016",15.0],["2017",251.0],["2018",203.0],["2019",257.0],["2020",312.0],["2021",270.0],["2022",278.0],["2023",761.0],["2024",663.0]]}
+{"code":"EDA52.28.9.2","dimensions":{"C02199V02655":"2","C02446V02958":"28","C02485V03008":"9","STATISTIC":"EDA52"},"observations":[["PERIOD","VALUE"],["2000","NA"],["2001","NA"],["2002","NA"],["2003","NA"],["2004","NA"],["2005","NA"],["2006","NA"],["2007","NA"],["2008","NA"],["2009","NA"],["2010",5.0],["2011",35.0],["2012",9.0],["2013",30.0],["2014",18.0],["2015",9.0],["2016",16.0],["2017",231.0],["2018",222.0],["2019",249.0],["2020",281.0],["2021",252.0],["2022",300.0],["2023",666.0],["2024",671.0]]}
diff --git a/ETA01/dataset.json b/ETA01/dataset.json
index 15a752b48e1a0c1548fbc488b36441b8ba122e73..db09a41d87355cd2549a81087e2eb4e38ee0c11e 100644
--- a/ETA01/dataset.json
+++ b/ETA01/dataset.json
@@ -18,6 +18,10 @@
         "12",
         "Duty on other hydrocarbon oil products"
       ],
+      [
+        "21",
+        "Excise duty on hydrocarbon oil products"
+      ],
       [
         "13",
         "Electricity tax"
@@ -38,6 +42,18 @@
         "17",
         "Public Service Obligation levy"
       ],
+      [
+        "18",
+        "Cap on Market Revenues (Windfall Gains in the Energy Sector)"
+      ],
+      [
+        "19",
+        "Temporary Solidarity Contribution (Windfall Gains in the Energy Sector)"
+      ],
+      [
+        "20",
+        "Electricity congestion charge"
+      ],
       [
         "-",
         "All Energy Taxes"
@@ -52,9 +68,9 @@
   },
   "name": "Environment Taxes",
   "notes": [
-    "Data for 2022 is Provisional",
+    "",
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/environmentaccounts/environmenttaxes/\">statistical release page</a> on our website."
   ],
   "source_href": "https://data.cso.ie/table/ETA01",
-  "updated_at": "2023-06-27T11:00:00Z"
+  "updated_at": "2024-12-19T11:00:00Z"
 }
\ No newline at end of file
diff --git a/ETA01/series.jsonl b/ETA01/series.jsonl
index ebda5fd719b184f4bc6ed7152ea5ba6a8a443f24..0ffa3ad2b01ac8af3f420e9d9448f32586d66784 100644
--- a/ETA01/series.jsonl
+++ b/ETA01/series.jsonl
@@ -1,8 +1,12 @@
-{"code":"ETA01C01.-","dimensions":{"C03811V04560":"-","STATISTIC":"ETA01C01"},"observations":[["PERIOD","VALUE"],["2011",2692.0],["2012",2634.0],["2013",2721.0],["2014",2840.0],["2015",3043.0],["2016",3135.0],["2017",3258.0],["2018",3176.0],["2019",3015.0],["2020",2768.0],["2021",3203.0],["2022",2761.0]]}
-{"code":"ETA01C01.11","dimensions":{"C03811V04560":"11","STATISTIC":"ETA01C01"},"observations":[["PERIOD","VALUE"],["2011",991.0],["2012",911.0],["2013",854.0],["2014",810.0],["2015",771.0],["2016",725.0],["2017",679.0],["2018",596.0],["2019",568.0],["2020",424.0],["2021",417.0],["2022",359.0]]}
-{"code":"ETA01C01.12","dimensions":{"C03811V04560":"12","STATISTIC":"ETA01C01"},"observations":[["PERIOD","VALUE"],["2011",1128.0],["2012",1124.0],["2013",1182.0],["2014",1234.0],["2015",1350.0],["2016",1454.0],["2017",1554.0],["2018",1559.0],["2019",1597.0],["2020",1381.0],["2021",1509.0],["2022",1142.0]]}
-{"code":"ETA01C01.13","dimensions":{"C03811V04560":"13","STATISTIC":"ETA01C01"},"observations":[["PERIOD","VALUE"],["2011",7.0],["2012",7.0],["2013",6.0],["2014",6.0],["2015",4.0],["2016",5.0],["2017",4.0],["2018",3.0],["2019",2.0],["2020",2.0],["2021",5.0],["2022",4.0]]}
-{"code":"ETA01C01.14","dimensions":{"C03811V04560":"14","STATISTIC":"ETA01C01"},"observations":[["PERIOD","VALUE"],["2011",130.0],["2012",123.0],["2013",124.0],["2014",121.0],["2015",130.0],["2016",132.0],["2017",130.0],["2018",134.0],["2019",133.0],["2020",121.0],["2021",121.0],["2022",121.0]]}
-{"code":"ETA01C01.15","dimensions":{"C03811V04560":"15","STATISTIC":"ETA01C01"},"observations":[["PERIOD","VALUE"],["2011",301.0],["2012",363.0],["2013",387.0],["2014",386.0],["2015",419.0],["2016",434.0],["2017",435.0],["2018",430.0],["2019",435.0],["2020",503.0],["2021",659.0],["2022",807.0]]}
-{"code":"ETA01C01.16","dimensions":{"C03811V04560":"16","STATISTIC":"ETA01C01"},"observations":[["PERIOD","VALUE"],["2011",-4.0],["2012",5.0],["2013",17.0],["2014",42.0],["2015",36.0],["2016",44.0],["2017",43.0],["2018",49.0],["2019",79.0],["2020",107.0],["2021",130.0],["2022",130.0]]}
-{"code":"ETA01C01.17","dimensions":{"C03811V04560":"17","STATISTIC":"ETA01C01"},"observations":[["PERIOD","VALUE"],["2011",140.0],["2012",102.0],["2013",151.0],["2014",242.0],["2015",333.0],["2016",342.0],["2017",412.0],["2018",406.0],["2019",201.0],["2020",231.0],["2021",361.0],["2022",198.0]]}
+{"code":"ETA01C01.-","dimensions":{"C03811V04560":"-","STATISTIC":"ETA01C01"},"observations":[["PERIOD","VALUE"],["2009",2267.87],["2010",2520.3],["2011",2696.32],["2012",2634.41],["2013",2721.34],["2014",2840.2],["2015",3042.88],["2016",3135.25],["2017",3258.0],["2018",3176.04],["2019",3039.54],["2020",2786.16],["2021",3231.75],["2022",2647.76],["2023",3176.17]]}
+{"code":"ETA01C01.11","dimensions":{"C03811V04560":"11","STATISTIC":"ETA01C01"},"observations":[["PERIOD","VALUE"],["2009",1075.0],["2010",982.0],["2011",991.0],["2012",911.0],["2013",854.0],["2014",810.0],["2015",771.0],["2016",725.0],["2017",679.0],["2018",596.0],["2019",568.0],["2020",424.0],["2021",417.0],["2022",359.0],["2023","NA"]]}
+{"code":"ETA01C01.12","dimensions":{"C03811V04560":"12","STATISTIC":"ETA01C01"},"observations":[["PERIOD","VALUE"],["2009",1095.0],["2010",1117.0],["2011",1128.0],["2012",1124.0],["2013",1182.0],["2014",1234.0],["2015",1350.0],["2016",1454.0],["2017",1554.0],["2018",1559.0],["2019",1597.0],["2020",1381.0],["2021",1509.0],["2022",1142.0],["2023","NA"]]}
+{"code":"ETA01C01.13","dimensions":{"C03811V04560":"13","STATISTIC":"ETA01C01"},"observations":[["PERIOD","VALUE"],["2009",1.94],["2010",7.08],["2011",6.86],["2012",7.05],["2013",6.32],["2014",5.53],["2015",4.49],["2016",4.62],["2017",3.6],["2018",2.53],["2019",2.3],["2020",2.1],["2021",5.0],["2022",3.51],["2023",3.47]]}
+{"code":"ETA01C01.14","dimensions":{"C03811V04560":"14","STATISTIC":"ETA01C01"},"observations":[["PERIOD","VALUE"],["2009",93.33],["2010",139.71],["2011",129.66],["2012",122.76],["2013",124.42],["2014",121.34],["2015",130.38],["2016",131.77],["2017",130.41],["2018",134.19],["2019",133.37],["2020",120.66],["2021",118.4],["2022",95.0],["2023",95.0]]}
+{"code":"ETA01C01.15","dimensions":{"C03811V04560":"15","STATISTIC":"ETA01C01"},"observations":[["PERIOD","VALUE"],["2009",2.49],["2010",235.07],["2011",300.61],["2012",363.07],["2013",387.23],["2014",386.42],["2015",418.76],["2016",434.24],["2017",435.39],["2018",430.01],["2019",434.81],["2020",502.51],["2021",659.39],["2022",804.45],["2023",932.07]]}
+{"code":"ETA01C01.16","dimensions":{"C03811V04560":"16","STATISTIC":"ETA01C01"},"observations":[["PERIOD","VALUE"],["2009",0.0],["2010",0.0],["2011",0.0],["2012",4.7],["2013",16.92],["2014",41.68],["2015",35.98],["2016",43.71],["2017",43.19],["2018",49.05],["2019",78.59],["2020",106.63],["2021",130.29],["2022",132.68],["2023",163.15]]}
+{"code":"ETA01C01.17","dimensions":{"C03811V04560":"17","STATISTIC":"ETA01C01"},"observations":[["PERIOD","VALUE"],["2009",0.0],["2010",39.15],["2011",140.48],["2012",101.88],["2013",151.13],["2014",242.03],["2015",332.88],["2016",342.08],["2017",412.28],["2018",406.22],["2019",201.01],["2020",230.63],["2021",360.77],["2022",74.96],["2023",0.0]]}
+{"code":"ETA01C01.18","dimensions":{"C03811V04560":"18","STATISTIC":"ETA01C01"},"observations":[["PERIOD","VALUE"],["2009",0.0],["2010",0.0],["2011",0.0],["2012",0.0],["2013",0.0],["2014",0.0],["2015",0.0],["2016",0.0],["2017",0.0],["2018",0.0],["2019",0.0],["2020",0.0],["2021",0.0],["2022",0.0],["2023",183.0]]}
+{"code":"ETA01C01.19","dimensions":{"C03811V04560":"19","STATISTIC":"ETA01C01"},"observations":[["PERIOD","VALUE"],["2009",0.0],["2010",0.0],["2011",0.0],["2012",0.0],["2013",0.0],["2014",0.0],["2015",0.0],["2016",0.0],["2017",0.0],["2018",0.0],["2019",0.0],["2020",0.0],["2021",0.0],["2022",0.0],["2023",167.22]]}
+{"code":"ETA01C01.20","dimensions":{"C03811V04560":"20","STATISTIC":"ETA01C01"},"observations":[["PERIOD","VALUE"],["2009",0.0],["2010",0.0],["2011",0.0],["2012",0.0],["2013",0.0],["2014",0.0],["2015",0.0],["2016",0.0],["2017",0.0],["2018",0.0],["2019",24.3],["2020",18.3],["2021",31.1],["2022",33.2],["2023",33.2]]}
+{"code":"ETA01C01.21","dimensions":{"C03811V04560":"21","STATISTIC":"ETA01C01"},"observations":[["PERIOD","VALUE"],["2009",2170.11],["2010",2099.29],["2011",2118.71],["2012",2034.95],["2013",2035.33],["2014",2043.21],["2015",2120.4],["2016",2178.85],["2017",2233.14],["2018",2154.04],["2019",2165.17],["2020",1805.34],["2021",1926.8],["2022",1503.96],["2023",1599.06]]}
diff --git a/ETA02/dataset.json b/ETA02/dataset.json
index 6c0a598b830022a78ec2891762a1d001ce7f5440..7271aa1841aa447790f50c6f7acc3be9cfe26055 100644
--- a/ETA02/dataset.json
+++ b/ETA02/dataset.json
@@ -48,9 +48,9 @@
   },
   "name": "Environment Taxes",
   "notes": [
-    "Data for 2022 is Provisional",
+    "",
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/environmentaccounts/environmenttaxes/\">statistical release page</a> on our website."
   ],
   "source_href": "https://data.cso.ie/table/ETA02",
-  "updated_at": "2023-06-27T11:00:00Z"
+  "updated_at": "2024-12-19T11:00:00Z"
 }
\ No newline at end of file
diff --git a/ETA02/series.jsonl b/ETA02/series.jsonl
index 5080327b4d02a0b28d0714964f336346c91c4a8a..6792b95fe97b99425033afd27027113aebd8f786 100644
--- a/ETA02/series.jsonl
+++ b/ETA02/series.jsonl
@@ -1,7 +1,7 @@
-{"code":"ETA02C01.-","dimensions":{"C03812V04561":"-","STATISTIC":"ETA02C01"},"observations":[["PERIOD","VALUE"],["2011",1449.0],["2012",1472.0],["2013",1664.0],["2014",1796.0],["2015",1887.0],["2016",1924.0],["2017",1929.0],["2018",1917.0],["2019",1987.0],["2020",1708.0],["2021",1737.0],["2022",1748.0]]}
-{"code":"ETA02C01.21","dimensions":{"C03812V04561":"21","STATISTIC":"ETA02C01"},"observations":[["PERIOD","VALUE"],["2011",394.0],["2012",384.0],["2013",459.0],["2014",572.0],["2015",702.0],["2016",814.0],["2017",850.0],["2018",872.0],["2019",950.0],["2020",717.0],["2021",763.0],["2022",779.0]]}
-{"code":"ETA02C01.22","dimensions":{"C03812V04561":"22","STATISTIC":"ETA02C01"},"observations":[["PERIOD","VALUE"],["2011",44.0],["2012",34.0],["2013",34.0],["2014",11.0],["2015",0.0],["2016",0.0],["2017",0.0],["2018",0.0],["2019",0.0],["2020",0.0],["2021",0.0],["2022",0.0]]}
-{"code":"ETA02C01.23","dimensions":{"C03812V04561":"23","STATISTIC":"ETA02C01"},"observations":[["PERIOD","VALUE"],["2011",0.0],["2012",0.0],["2013",21.0],["2014",34.0],["2015",40.0],["2016",38.0],["2017",37.0],["2018",37.0],["2019",47.0],["2020",32.0],["2021",43.0],["2022",43.0]]}
-{"code":"ETA02C01.24","dimensions":{"C03812V04561":"24","STATISTIC":"ETA02C01"},"observations":[["PERIOD","VALUE"],["2011",253.0],["2012",264.0],["2013",284.0],["2014",290.0],["2015",281.0],["2016",263.0],["2017",255.0],["2018",245.0],["2019",241.0],["2020",235.0],["2021",227.0],["2022",226.0]]}
-{"code":"ETA02C01.25","dimensions":{"C03812V04561":"25","STATISTIC":"ETA02C01"},"observations":[["PERIOD","VALUE"],["2011",749.0],["2012",781.0],["2013",853.0],["2014",869.0],["2015",843.0],["2016",789.0],["2017",766.0],["2018",736.0],["2019",723.0],["2020",705.0],["2021",681.0],["2022",677.0]]}
-{"code":"ETA02C01.26","dimensions":{"C03812V04561":"26","STATISTIC":"ETA02C01"},"observations":[["PERIOD","VALUE"],["2011",9.0],["2012",10.0],["2013",13.0],["2014",20.0],["2015",20.0],["2016",20.0],["2017",21.0],["2018",26.0],["2019",26.0],["2020",20.0],["2021",23.0],["2022",23.0]]}
+{"code":"ETA02C01.-","dimensions":{"C03812V04561":"-","STATISTIC":"ETA02C01"},"observations":[["PERIOD","VALUE"],["2009",1522.71],["2010",1522.04],["2011",1448.82],["2012",1472.09],["2013",1664.16],["2014",1796.15],["2015",1887.14],["2016",1923.95],["2017",1928.81],["2018",1917.11],["2019",1986.75],["2020",1708.16],["2021",1737.18],["2022",1761.67],["2023",1890.59]]}
+{"code":"ETA02C01.21","dimensions":{"C03812V04561":"21","STATISTIC":"ETA02C01"},"observations":[["PERIOD","VALUE"],["2009",372.99],["2010",394.88],["2011",394.49],["2012",383.73],["2013",458.7],["2014",571.89],["2015",702.29],["2016",813.87],["2017",849.62],["2018",872.2],["2019",950.18],["2020",716.93],["2021",763.22],["2022",782.49],["2023",911.62]]}
+{"code":"ETA02C01.22","dimensions":{"C03812V04561":"22","STATISTIC":"ETA02C01"},"observations":[["PERIOD","VALUE"],["2009",91.91],["2010",103.39],["2011",43.97],["2012",33.66],["2013",33.67],["2014",11.04],["2015",0.01],["2016",0.0],["2017",0.0],["2018",0.0],["2019",0.0],["2020",0.0],["2021",0.0],["2022",0.0],["2023",0.0]]}
+{"code":"ETA02C01.23","dimensions":{"C03812V04561":"23","STATISTIC":"ETA02C01"},"observations":[["PERIOD","VALUE"],["2009",0.0],["2010",0.0],["2011",0.0],["2012",0.0],["2013",21.3],["2014",34.1],["2015",40.38],["2016",37.96],["2017",36.5],["2018",36.58],["2019",46.57],["2020",31.88],["2021",43.0],["2022",42.4],["2023",42.4]]}
+{"code":"ETA02C01.24","dimensions":{"C03812V04561":"24","STATISTIC":"ETA02C01"},"observations":[["PERIOD","VALUE"],["2009",264.45],["2010",255.94],["2011",252.59],["2012",263.67],["2013",284.27],["2014",289.83],["2015",281.09],["2016",262.91],["2017",255.36],["2018",245.48],["2019",241.09],["2020",234.88],["2021",226.94],["2022",225.57],["2023",227.69]]}
+{"code":"ETA02C01.25","dimensions":{"C03812V04561":"25","STATISTIC":"ETA02C01"},"observations":[["PERIOD","VALUE"],["2009",787.36],["2010",760.83],["2011",748.77],["2012",781.02],["2013",852.82],["2014",869.49],["2015",843.26],["2016",788.72],["2017",766.08],["2018",736.45],["2019",723.26],["2020",704.63],["2021",680.83],["2022",676.71],["2023",683.08]]}
+{"code":"ETA02C01.26","dimensions":{"C03812V04561":"26","STATISTIC":"ETA02C01"},"observations":[["PERIOD","VALUE"],["2009",6.0],["2010",7.0],["2011",9.0],["2012",10.0],["2013",13.4],["2014",19.8],["2015",20.12],["2016",20.49],["2017",21.24],["2018",26.39],["2019",25.65],["2020",19.84],["2021",23.19],["2022",34.5],["2023",25.8]]}
diff --git a/ETA03/dataset.json b/ETA03/dataset.json
index 0bddd6b8cda202d28c5caf5b831cc4a7d65ccf27..1b8f63624dce1bb01c96a29f352b214a70ad7b56 100644
--- a/ETA03/dataset.json
+++ b/ETA03/dataset.json
@@ -36,9 +36,9 @@
   },
   "name": "Environment Taxes",
   "notes": [
-    "Data for 2022 is Provisional",
+    "",
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/environmentaccounts/environmenttaxes/\">statistical release page</a> on our website."
   ],
   "source_href": "https://data.cso.ie/table/ETA03",
-  "updated_at": "2023-06-27T11:00:00Z"
+  "updated_at": "2024-12-19T11:00:00Z"
 }
\ No newline at end of file
diff --git a/ETA03/series.jsonl b/ETA03/series.jsonl
index cecfade1eaf7dbfc1f413cd291005bd28f8d25e9..d25b613cf540ac324b44dc9f0552246efe9298f4 100644
--- a/ETA03/series.jsonl
+++ b/ETA03/series.jsonl
@@ -1,4 +1,4 @@
-{"code":"ETA03C01.-","dimensions":{"C03813V04562":"-","STATISTIC":"ETA03C01"},"observations":[["PERIOD","VALUE"],["2011",63.0],["2012",67.0],["2013",59.0],["2014",48.0],["2015",47.0],["2016",58.0],["2017",46.0],["2018",26.0],["2019",18.0],["2020",11.0],["2021",13.0],["2022",18.0]]}
-{"code":"ETA03C01.31","dimensions":{"C03813V04562":"31","STATISTIC":"ETA03C01"},"observations":[["PERIOD","VALUE"],["2011",16.0],["2012",14.0],["2013",15.0],["2014",13.0],["2015",12.0],["2016",9.0],["2017",7.0],["2018",6.0],["2019",5.0],["2020",4.0],["2021",4.0],["2022",7.0]]}
-{"code":"ETA03C01.32","dimensions":{"C03813V04562":"32","STATISTIC":"ETA03C01"},"observations":[["PERIOD","VALUE"],["2011",46.0],["2012",52.0],["2013",43.0],["2014",34.0],["2015",34.0],["2016",48.0],["2017",37.0],["2018",19.0],["2019",12.0],["2020",7.0],["2021",8.0],["2022",10.0]]}
-{"code":"ETA03C01.33","dimensions":{"C03813V04562":"33","STATISTIC":"ETA03C01"},"observations":[["PERIOD","VALUE"],["2011",1.0],["2012",1.0],["2013",1.0],["2014",1.0],["2015",1.0],["2016",1.0],["2017",1.0],["2018",1.0],["2019",1.0],["2020",1.0],["2021",1.0],["2022",1.0]]}
+{"code":"ETA03C01.-","dimensions":{"C03813V04562":"-","STATISTIC":"ETA03C01"},"observations":[["PERIOD","VALUE"],["2009",56.8721],["2010",61.3299],["2011",63.331],["2012",66.9498],["2013",59.366],["2014",47.5664],["2015",47.2239],["2016",58.281],["2017",45.5585],["2018",26.1561],["2019",18.681],["2020",11.0918],["2021",13.361],["2022",18.6915],["2023",9.5496]]}
+{"code":"ETA03C01.31","dimensions":{"C03813V04562":"31","STATISTIC":"ETA03C01"},"observations":[["PERIOD","VALUE"],["2009",23.466],["2010",17.458],["2011",15.725],["2012",13.863],["2013",14.768],["2014",12.714],["2015",11.728],["2016",8.734],["2017",7.28],["2018",6.47],["2019",5.13],["2020",3.5227],["2021",4.2812],["2022",7.0687],["2023",2.8979]]}
+{"code":"ETA03C01.32","dimensions":{"C03813V04562":"32","STATISTIC":"ETA03C01"},"observations":[["PERIOD","VALUE"],["2009",31.942],["2010",42.66],["2011",46.423],["2012",51.809],["2013",43.399],["2014",33.717],["2015",34.339],["2016",48.4],["2017",37.106],["2018",18.611],["2019",12.151],["2020",6.5421],["2021",7.9508],["2022",10.2409],["2023",5.3818]]}
+{"code":"ETA03C01.33","dimensions":{"C03813V04562":"33","STATISTIC":"ETA03C01"},"observations":[["PERIOD","VALUE"],["2009",1.4641],["2010",1.2119],["2011",1.183],["2012",1.2778],["2013",1.199],["2014",1.1354],["2015",1.1569],["2016",1.147],["2017",1.1725],["2018",1.0751],["2019",1.4],["2020",1.027],["2021",1.129],["2022",1.382],["2023",1.27]]}
diff --git a/ETA04/dataset.json b/ETA04/dataset.json
index 28618b190b60513b5f1560468e0c0dda16aafdbb..91f43329173dade1ad40f0b772059dee471bdfbe 100644
--- a/ETA04/dataset.json
+++ b/ETA04/dataset.json
@@ -96,9 +96,9 @@
   },
   "name": "Environment Taxes",
   "notes": [
-    "",
+    "Please see <a rel=\"nofollow\" href=\"table/ETA08\">ETA08</a> for current data.",
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/environmentaccounts/environmenttaxes/\">statistical release page</a> on our website."
   ],
   "source_href": "https://data.cso.ie/table/ETA04",
-  "updated_at": "2023-06-27T11:00:00Z"
+  "updated_at": "2024-12-19T11:00:00Z"
 }
\ No newline at end of file
diff --git a/ETA05/dataset.json b/ETA05/dataset.json
index ffaae640e04fa3939a27fa37aa59bb736236d31c..1a007deff58ca7c964cad90c54e0db690b2a1445 100644
--- a/ETA05/dataset.json
+++ b/ETA05/dataset.json
@@ -96,9 +96,9 @@
   },
   "name": "Energy Taxes",
   "notes": [
-    "",
+    "Please see <a rel=\"nofollow\" href=\"table/ETA08\">ETA08</a> for current data.",
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/environmentaccounts/environmenttaxes/\">statistical release page</a> on our website."
   ],
   "source_href": "https://data.cso.ie/table/ETA05",
-  "updated_at": "2023-06-27T11:00:00Z"
+  "updated_at": "2024-12-19T11:00:00Z"
 }
\ No newline at end of file
diff --git a/ETA06/dataset.json b/ETA06/dataset.json
index e9ee66190e4f095d5aff607e5c350bbd1f50e5bb..73e978304be2f78a2d93e7c4d64c19459e7322d8 100644
--- a/ETA06/dataset.json
+++ b/ETA06/dataset.json
@@ -96,9 +96,9 @@
   },
   "name": "Transport Taxes",
   "notes": [
-    "",
+    "Please see <a rel=\"nofollow\" href=\"table/ETA08\">ETA08</a> for current data.",
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/environmentaccounts/environmenttaxes/\">statistical release page</a> on our website."
   ],
   "source_href": "https://data.cso.ie/table/ETA06",
-  "updated_at": "2023-06-27T11:00:00Z"
+  "updated_at": "2024-12-19T11:00:00Z"
 }
\ No newline at end of file
diff --git a/ETA07/dataset.json b/ETA07/dataset.json
index e5dab57c6ed9ec33d693bc37df62904a50228013..8ffcaa6975ef1b6f925249e369235942c8fac424 100644
--- a/ETA07/dataset.json
+++ b/ETA07/dataset.json
@@ -96,9 +96,9 @@
   },
   "name": "Pollution and Resource Taxes",
   "notes": [
-    "",
+    "Please see <a rel=\"nofollow\" href=\"table/ETA08\">ETA08</a> for current data.",
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/environmentaccounts/environmenttaxes/\">statistical release page</a> on our website."
   ],
   "source_href": "https://data.cso.ie/table/ETA07",
-  "updated_at": "2023-06-27T11:00:00Z"
+  "updated_at": "2024-12-19T11:00:00Z"
 }
\ No newline at end of file
diff --git a/ETA08/dataset.json b/ETA08/dataset.json
new file mode 100644
index 0000000000000000000000000000000000000000..e340277e3ddd812a6caaf8a19a25fdb47413ebc4
--- /dev/null
+++ b/ETA08/dataset.json
@@ -0,0 +1,120 @@
+{
+  "code": "ETA08",
+  "dimensions_codes_order": [
+    "STATISTIC",
+    "C03803V04563"
+  ],
+  "dimensions_labels": {
+    "C03803V04563": "NACE Sector of Payer",
+    "STATISTIC": "Statistic"
+  },
+  "dimensions_values_labels": {
+    "C03803V04563": [
+      [
+        "01",
+        "Agriculture, forestry and fishing (01-03)"
+      ],
+      [
+        "02",
+        "Industry (05-43)"
+      ],
+      [
+        "21",
+        "Mining and quarrying (05-09)"
+      ],
+      [
+        "22",
+        "Food, beverages and tobacco (10-12)"
+      ],
+      [
+        "23",
+        "Textiles and pharmaceuticals (13-21)"
+      ],
+      [
+        "24",
+        "Plastic and non-metallic minerals (22-23)"
+      ],
+      [
+        "25",
+        "Metals, machinery and equipment (24-33)"
+      ],
+      [
+        "26",
+        "Electricity and gas (35)"
+      ],
+      [
+        "27",
+        "Water and Waste (36-39)"
+      ],
+      [
+        "28",
+        "Construction (41-43)"
+      ],
+      [
+        "03",
+        "Services (45-96)"
+      ],
+      [
+        "31",
+        "Wholesale and retail trade (45-47)"
+      ],
+      [
+        "32",
+        "Transport, postal and warehousing (49-53)"
+      ],
+      [
+        "33",
+        "Accommodation and food (55-56)"
+      ],
+      [
+        "331",
+        "Information and communication (58-63)"
+      ],
+      [
+        "341",
+        "Financial, insurance and real estate activities (64-68)"
+      ],
+      [
+        "342",
+        "Professional, scientific, leasing and administrative activities (69-82)"
+      ],
+      [
+        "361",
+        "Public administration, education and healthcare (84-88)"
+      ],
+      [
+        "371",
+        "Other services sectors ( 90-96)"
+      ],
+      [
+        "04",
+        "Households and non-residents"
+      ]
+    ],
+    "STATISTIC": [
+      [
+        "ETA08C01",
+        "Environmental Taxes"
+      ],
+      [
+        "ETA08C02",
+        "Energy Taxes"
+      ],
+      [
+        "ETA08C03",
+        "Transport Taxes"
+      ],
+      [
+        "ETA08C04",
+        "Pollution and Resource Taxes"
+      ]
+    ]
+  },
+  "name": "Environment Taxes, Energy Taxes, Transport Taxes and Pollution and Resource Taxes",
+  "notes": [
+    "",
+    "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/environmentaccounts/environmenttaxes/\">statistical release page</a> on our website."
+  ],
+  "source_href": "https://data.cso.ie/table/ETA08",
+  "updated_at": "2024-12-19T11:00:00Z"
+}
\ No newline at end of file
diff --git a/ETA08/series.jsonl b/ETA08/series.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..827f1d5eb294687ee45b3548e83157044b554a47
--- /dev/null
+++ b/ETA08/series.jsonl
@@ -0,0 +1,80 @@
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+{"code":"ETA08C01.02","dimensions":{"C03803V04563":"02","STATISTIC":"ETA08C01"},"observations":[["PERIOD","VALUE"],["2009",127.56],["2010",120.21],["2011",128.5],["2012",137.94],["2013",210.25],["2014",293.29],["2015",303.11],["2016",307.97],["2017",340.2],["2018",351.65],["2019",327.59],["2020",444.02],["2021",532.65],["2022",408.43],["2023",779.2]]}
+{"code":"ETA08C01.03","dimensions":{"C03803V04563":"03","STATISTIC":"ETA08C01"},"observations":[["PERIOD","VALUE"],["2009",1004.16],["2010",1075.33],["2011",1113.87],["2012",1076.72],["2013",1084.32],["2014",1113.13],["2015",1220.75],["2016",1311.35],["2017",1373.9],["2018",1355.17],["2019",1238.94],["2020",1089.2],["2021",1230.1],["2022",1134.4],["2023",1200.45]]}
+{"code":"ETA08C01.04","dimensions":{"C03803V04563":"04","STATISTIC":"ETA08C01"},"observations":[["PERIOD","VALUE"],["2009",2667.65],["2010",2851.48],["2011",2899.17],["2012",2895.28],["2013",3085.67],["2014",3225.97],["2015",3394.18],["2016",3437.64],["2017",3451.58],["2018",3340.83],["2019",3414.82],["2020",2908.81],["2021",3147.35],["2022",2828.09],["2023",3041.69]]}
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+{"code":"ETA08C01.22","dimensions":{"C03803V04563":"22","STATISTIC":"ETA08C01"},"observations":[["PERIOD","VALUE"],["2009",8.75],["2010",14.61],["2011",20.74],["2012",20.18],["2013",28.21],["2014",38.61],["2015",43.25],["2016",47.02],["2017",48.78],["2018",53.34],["2019",46.24],["2020",58.91],["2021",72.41],["2022",53.76],["2023",55.6]]}
+{"code":"ETA08C01.23","dimensions":{"C03803V04563":"23","STATISTIC":"ETA08C01"},"observations":[["PERIOD","VALUE"],["2009",6.33],["2010",8.53],["2011",16.77],["2012",15.23],["2013",20.03],["2014",29.66],["2015",31.93],["2016",32.67],["2017",36.98],["2018",35.77],["2019",23.86],["2020",33.76],["2021",42.42],["2022",28.04],["2023",47.52]]}
+{"code":"ETA08C01.24","dimensions":{"C03803V04563":"24","STATISTIC":"ETA08C01"},"observations":[["PERIOD","VALUE"],["2009",21.7],["2010",22.56],["2011",24.48],["2012",30.28],["2013",38.42],["2014",46.76],["2015",48.33],["2016",44.7],["2017",45.14],["2018",49.71],["2019",40.8],["2020",42.17],["2021",57.0],["2022",48.52],["2023",50.02]]}
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diff --git a/HSM13/dataset.json b/HSM13/dataset.json
index d8fd77a402bccf2e723f9bf12fb53a7e58de04e5..f682748d3cc75c7bc18747008a739068beb8c6a2 100644
--- a/HSM13/dataset.json
+++ b/HSM13/dataset.json
@@ -168,5 +168,5 @@
     "Department of Housing, Local Government and Heritage statistics hosted by the CSO. Any comments or queries can be sent to <a rel=\"nofollow\" href=\"mailto:housing_queries@housing.gov.ie\">housing_queries@housing.gov.ie</a>"
   ],
   "source_href": "https://data.cso.ie/table/HSM13",
-  "updated_at": "2024-11-22T11:00:00Z"
+  "updated_at": "2024-12-20T11:00:00Z"
 }
\ No newline at end of file
diff --git a/HSM13/series.jsonl b/HSM13/series.jsonl
index 849df85fc7d3b2d91402dae7f98ae57906f845cd..62b4c11e948ebf1f9c02eb21d9743c086b3ed393 100644
--- a/HSM13/series.jsonl
+++ b/HSM13/series.jsonl
@@ -1,96 +1,96 @@
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diff --git a/ITM01/dataset.json b/ITM01/dataset.json
index eedd7d3f6df5cf8ede263d7408172427b460d27d..cc4be0a7a5a20556cbb1dc090cac7b752bf73109 100644
--- a/ITM01/dataset.json
+++ b/ITM01/dataset.json
@@ -52,5 +52,5 @@
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/tourismandtravel/inboundtourism/\">statistical release page</a> on our website."
   ],
   "source_href": "https://data.cso.ie/table/ITM01",
-  "updated_at": "2024-11-29T11:00:00Z"
+  "updated_at": "2024-12-20T11:00:00Z"
 }
\ No newline at end of file
diff --git a/ITM01/series.jsonl b/ITM01/series.jsonl
index 97c65ae125a41f78ba257dec6da8ef1e779c70ef..97bb6523583b89360ad0c3b39f31e863f750fa82 100644
--- a/ITM01/series.jsonl
+++ b/ITM01/series.jsonl
@@ -1,12 +1,12 @@
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diff --git a/ITM02/dataset.json b/ITM02/dataset.json
index 2d32ea153676789b2f35ee242054695381e4fe20..c100a81ab0106b3039b766a5a215b99fcd76e97f 100644
--- a/ITM02/dataset.json
+++ b/ITM02/dataset.json
@@ -80,5 +80,5 @@
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/tourismandtravel/inboundtourism/\">statistical release page</a> on our website."
   ],
   "source_href": "https://data.cso.ie/table/ITM02",
-  "updated_at": "2024-11-29T11:00:00Z"
+  "updated_at": "2024-12-20T11:00:00Z"
 }
\ No newline at end of file
diff --git a/ITM02/series.jsonl b/ITM02/series.jsonl
index 79a45c68866d060476dcf18fd7be6ae9a7a19f1a..0322c78c137c41770c3f71992073b1d562dfd1f0 100644
--- a/ITM02/series.jsonl
+++ b/ITM02/series.jsonl
@@ -1,26 +1,26 @@
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diff --git a/ITM03/dataset.json b/ITM03/dataset.json
index 05393eb42b6618c3fad54a424068fe3a02f9d65a..19995a453081d1029dd92496f8eb90c82c1efdae 100644
--- a/ITM03/dataset.json
+++ b/ITM03/dataset.json
@@ -60,5 +60,5 @@
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/tourismandtravel/inboundtourism/\">statistical release page</a> on our website."
   ],
   "source_href": "https://data.cso.ie/table/ITM03",
-  "updated_at": "2024-11-29T11:00:00Z"
+  "updated_at": "2024-12-20T11:00:00Z"
 }
\ No newline at end of file
diff --git a/ITM03/series.jsonl b/ITM03/series.jsonl
index bbb80557b631bea77b847083b57e88b59c251d94..56cffeb2d697873a91aca89371fd4de6802de630 100644
--- a/ITM03/series.jsonl
+++ b/ITM03/series.jsonl
@@ -1,25 +1,25 @@
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diff --git a/ITM04/dataset.json b/ITM04/dataset.json
index fa474e9953d9c5541e22e23fc580225c10e6b3dd..1891ebcf2864360af7218d054c63d45993403a79 100644
--- a/ITM04/dataset.json
+++ b/ITM04/dataset.json
@@ -60,5 +60,5 @@
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/tourismandtravel/inboundtourism/\">statistical release page</a> on our website."
   ],
   "source_href": "https://data.cso.ie/table/ITM04",
-  "updated_at": "2024-11-29T11:00:00Z"
+  "updated_at": "2024-12-20T11:00:00Z"
 }
\ No newline at end of file
diff --git a/ITM04/series.jsonl b/ITM04/series.jsonl
index 7cc33acdcdea6b76ef344995337c09b73930ec4f..5126c2cd4e66626de43daeb44eae9e587d3c88fe 100644
--- a/ITM04/series.jsonl
+++ b/ITM04/series.jsonl
@@ -1,25 +1,25 @@
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diff --git a/ITM05/dataset.json b/ITM05/dataset.json
index f8f5c67dc9ee153edb6b82d6d3a219919c88749a..67f68f15c2a35c162a56236f6641168162b58d9d 100644
--- a/ITM05/dataset.json
+++ b/ITM05/dataset.json
@@ -64,5 +64,5 @@
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/tourismandtravel/inboundtourism/\">statistical release page</a> on our website."
   ],
   "source_href": "https://data.cso.ie/table/ITM05",
-  "updated_at": "2024-11-29T11:00:00Z"
+  "updated_at": "2024-12-20T11:00:00Z"
 }
\ No newline at end of file
diff --git a/ITM05/series.jsonl b/ITM05/series.jsonl
index 1d70cdcd48adc511400465ea47110d4eaf41f8e1..3a0e88a5389beaafa550b2761d6ce64bdece6940 100644
--- a/ITM05/series.jsonl
+++ b/ITM05/series.jsonl
@@ -1,30 +1,30 @@
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diff --git a/ITM06/dataset.json b/ITM06/dataset.json
index a1b2cd81110a973424e60724a5c24837166a971e..f638e281922658a56bdc73273038b47dffa2ea7a 100644
--- a/ITM06/dataset.json
+++ b/ITM06/dataset.json
@@ -76,5 +76,5 @@
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/tourismandtravel/inboundtourism/\">statistical release page</a> on our website."
   ],
   "source_href": "https://data.cso.ie/table/ITM06",
-  "updated_at": "2024-11-29T11:00:00Z"
+  "updated_at": "2024-12-20T11:00:00Z"
 }
\ No newline at end of file
diff --git a/ITM06/series.jsonl b/ITM06/series.jsonl
index 7616f6fb372e9fb6b9da8790f1796e544539fe80..29ab93151defd780e1af2ef89db79f13d9e937b3 100644
--- a/ITM06/series.jsonl
+++ b/ITM06/series.jsonl
@@ -1,75 +1,75 @@
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diff --git a/ITM07/dataset.json b/ITM07/dataset.json
index 86b596a09296607522ca453cdf4a1dc31269d59e..d0e7153e3c37e674e5bc3ea134f8a7f1b1a09abd 100644
--- a/ITM07/dataset.json
+++ b/ITM07/dataset.json
@@ -48,5 +48,5 @@
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/tourismandtravel/inboundtourism/\">statistical release page</a> on our website."
   ],
   "source_href": "https://data.cso.ie/table/ITM07",
-  "updated_at": "2024-11-29T11:00:00Z"
+  "updated_at": "2024-12-20T11:00:00Z"
 }
\ No newline at end of file
diff --git a/ITM07/series.jsonl b/ITM07/series.jsonl
index 1456b1882d4394286ccd2fe0e238d408d5a2b6be..d5d504a946f107769f36da466571dbcb78237d44 100644
--- a/ITM07/series.jsonl
+++ b/ITM07/series.jsonl
@@ -1,10 +1,10 @@
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diff --git a/JCQ01/dataset.json b/JCQ01/dataset.json
index 3176e7a9126127d34665bcb25f2cdd072338488c..f5f33b99a58df51bde77d618c21ec50cf622c5cf 100644
--- a/JCQ01/dataset.json
+++ b/JCQ01/dataset.json
@@ -116,5 +116,5 @@
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/labourmarket/labourmarketchurn/\">statistical release page</a> on our website."
   ],
   "source_href": "https://data.cso.ie/table/JCQ01",
-  "updated_at": "2024-09-26T11:00:00Z"
+  "updated_at": "2024-12-19T11:00:00Z"
 }
\ No newline at end of file
diff --git a/JCQ01/series.jsonl b/JCQ01/series.jsonl
index 91e27344d564ce1a423dbeb9608a789dde2c6b6a..58f5473b88ee83a16457f2bb70dcad35f4fb9019 100644
--- a/JCQ01/series.jsonl
+++ b/JCQ01/series.jsonl
@@ -1,119 +1,119 @@
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diff --git a/JCQ05/dataset.json b/JCQ05/dataset.json
index e7e4769422a5038ffb846bed42888e11306987cd..73c719261d2e94f2a770059cf5fc6556049b4c99 100644
--- a/JCQ05/dataset.json
+++ b/JCQ05/dataset.json
@@ -100,5 +100,5 @@
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/labourmarket/labourmarketchurn/\">statistical release page</a> on our website."
   ],
   "source_href": "https://data.cso.ie/table/JCQ05",
-  "updated_at": "2024-09-26T11:00:00Z"
+  "updated_at": "2024-12-19T11:00:00Z"
 }
\ No newline at end of file
diff --git a/JCQ05/series.jsonl b/JCQ05/series.jsonl
index 1c7f227209e6013bb8cd87ed83bac47e3490d2e2..0eb1054b8dc3b07a2c1c95c96ef36ead91bd6110 100644
--- a/JCQ05/series.jsonl
+++ b/JCQ05/series.jsonl
@@ -1,51 +1,51 @@
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diff --git a/JCQ06/dataset.json b/JCQ06/dataset.json
index d0893fe1b6e577178db71ec964018317c3e7dde7..b98a00c6e0968e3d520959239885117a048c19b6 100644
--- a/JCQ06/dataset.json
+++ b/JCQ06/dataset.json
@@ -68,5 +68,5 @@
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/labourmarket/labourmarketchurn/\">statistical release page</a> on our website."
   ],
   "source_href": "https://data.cso.ie/table/JCQ06",
-  "updated_at": "2024-09-26T11:00:00Z"
+  "updated_at": "2024-12-19T11:00:00Z"
 }
\ No newline at end of file
diff --git a/JCQ06/series.jsonl b/JCQ06/series.jsonl
index 56940824d38464a4a597a95ea47abda7d72b2a6c..fb3924daa8f07596a3a5e05c8badb28138887e2d 100644
--- a/JCQ06/series.jsonl
+++ b/JCQ06/series.jsonl
@@ -1,35 +1,35 @@
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+{"code":"JCQ06C07.300","dimensions":{"C02398V02889":"300","STATISTIC":"JCQ06C07"},"observations":[["PERIOD","VALUE"],["2020-Q2",8.7],["2020-Q3",10.8],["2020-Q4",15.1],["2021-Q1",10.4],["2021-Q2",13.0],["2021-Q3",16.3],["2021-Q4",20.8],["2022-Q1",18.1],["2022-Q2",18.0],["2022-Q3",20.6],["2022-Q4",19.3],["2023-Q1",15.9],["2023-Q2",16.8],["2023-Q3",17.9],["2023-Q4",17.3],["2024-Q1",14.5],["2024-Q2",15.4],["2024-Q3",16.2]]}
+{"code":"JCQ06C07.441","dimensions":{"C02398V02889":"441","STATISTIC":"JCQ06C07"},"observations":[["PERIOD","VALUE"],["2020-Q2",7.5],["2020-Q3",9.1],["2020-Q4",11.5],["2021-Q1",9.4],["2021-Q2",10.4],["2021-Q3",12.1],["2021-Q4",16.7],["2022-Q1",12.3],["2022-Q2",13.2],["2022-Q3",15.9],["2022-Q4",15.5],["2023-Q1",12.6],["2023-Q2",12.9],["2023-Q3",14.0],["2023-Q4",15.4],["2024-Q1",12.0],["2024-Q2",10.9],["2024-Q3",12.5]]}
diff --git a/PMQ01/dataset.json b/PMQ01/dataset.json
index d90a3615a1e2ecd85ff8eb018f34bc98326ad572..c1be9a4380a5f10d1277b6b62fd1a51c69eb9630 100644
--- a/PMQ01/dataset.json
+++ b/PMQ01/dataset.json
@@ -6,10 +6,14 @@
   ],
   "dimensions_labels": {
     "C02199V02655": "Sex",
-    "STATISTIC": "STATISTIC"
+    "STATISTIC": "Statistic"
   },
   "dimensions_values_labels": {
     "C02199V02655": [
+      [
+        "-",
+        "Both sexes"
+      ],
       [
         "1",
         "Male"
@@ -23,14 +27,18 @@
       [
         "PMQ01",
         "Pension coverage in the State for persons in employment (ILO) aged 20 to 69 years"
+      ],
+      [
+        "PMQ01C02",
+        "Occupational pensions from current employment and personal pensions in contribution"
       ]
     ]
   },
   "name": "Pension coverage in the State for persons in employment (ILO) aged 20 to 69 years",
   "notes": [
-    "Q3 2018 includes occupational pension coverage from current/previous employments and personal pensions, including deferred pensions in draw down mode. Pension coverage prior to Q3 2018 includes persons with either an occupational pension, a personal pension, or both. <br />Data may be subject to sampling or other survey errors, which are greater in respect of smaller values or estimates of change.",
+    "Q3 2018 includes occupational pension coverage from current/previous employments and personal pensions, including deferred pensions in draw down mode. Pension coverage prior to Q3 2018 includes persons with either an occupational pension, a personal pension, or both. <br />Data may be subject to sampling or other survey errors, which are greater in respect of smaller values or estimates of change.<br />Refer to <a rel=\"nofollow\" href=\"https://www.cso.ie/en/releasesandpublications/ep/p-pens/pensioncoverage2024/backgroundnotes/\">Background Notes</a> for the definition of the ILO Labour Force classification of persons in employment.<br />19 December 2024 - The Statistic &#39;Pension coverage in the State for persons in employment (ILO) aged 20 to 69 years&#39; = &#39;Occupational pensions from current/previous employments and personal pensions in contribution&#39; which is covered by the footnote &#39;Includes occupational pensions from current/previous employments and personal pensions, including deferred pensions and pensions in draw-down mode.&#39;",
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/housingandhouseholds/pensioncoverage/\">statistical release page</a> on our website"
   ],
   "source_href": "https://data.cso.ie/table/PMQ01",
-  "updated_at": "2024-02-26T11:00:00Z"
+  "updated_at": "2024-12-19T11:00:00Z"
 }
\ No newline at end of file
diff --git a/PMQ01/series.jsonl b/PMQ01/series.jsonl
index 071ef80e852cfcdc3bd1908f7fae15ad89ca3f64..5034a7bda4f5116005e2092e8d6303ac9982e7b7 100644
--- a/PMQ01/series.jsonl
+++ b/PMQ01/series.jsonl
@@ -1,2 +1,6 @@
-{"code":"PMQ01.1","dimensions":{"C02199V02655":"1","STATISTIC":"PMQ01"},"observations":[["PERIOD","VALUE"],["2005Q1",55.0],["2005Q4",59.5],["2007Q1",55.4],["2008Q1",56.3],["2009Q4",53.1],["2015Q4",47.2],["2018Q3",57.1],["2019Q3",60.7],["2020Q3",67.1],["2021Q3",67.5],["2022Q3",68.0],["2023Q3",68.0]]}
-{"code":"PMQ01.2","dimensions":{"C02199V02655":"2","STATISTIC":"PMQ01"},"observations":[["PERIOD","VALUE"],["2005Q1",47.7],["2005Q4",51.0],["2007Q1",49.8],["2008Q1",50.0],["2009Q4",49.0],["2015Q4",46.2],["2018Q3",55.4],["2019Q3",58.7],["2020Q3",61.9],["2021Q3",63.7],["2022Q3",65.0],["2023Q3",67.0]]}
+{"code":"PMQ01.-","dimensions":{"C02199V02655":"-","STATISTIC":"PMQ01"},"observations":[["PERIOD","VALUE"],["2005Q1","NA"],["2005Q4","NA"],["2007Q1","NA"],["2008Q1","NA"],["2009Q4","NA"],["2015Q4","NA"],["2018Q3","NA"],["2019Q3","NA"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3",66.0],["2023Q3",68.0],["2024Q3",67.0]]}
+{"code":"PMQ01.1","dimensions":{"C02199V02655":"1","STATISTIC":"PMQ01"},"observations":[["PERIOD","VALUE"],["2005Q1",55.0],["2005Q4",59.5],["2007Q1",55.4],["2008Q1",56.3],["2009Q4",53.1],["2015Q4",47.2],["2018Q3",57.1],["2019Q3",60.7],["2020Q3",67.1],["2021Q3",67.5],["2022Q3",68.0],["2023Q3",68.0],["2024Q3",68.0]]}
+{"code":"PMQ01.2","dimensions":{"C02199V02655":"2","STATISTIC":"PMQ01"},"observations":[["PERIOD","VALUE"],["2005Q1",47.7],["2005Q4",51.0],["2007Q1",49.8],["2008Q1",50.0],["2009Q4",49.0],["2015Q4",46.2],["2018Q3",55.4],["2019Q3",58.7],["2020Q3",61.9],["2021Q3",63.7],["2022Q3",65.0],["2023Q3",67.0],["2024Q3",66.0]]}
+{"code":"PMQ01C02.-","dimensions":{"C02199V02655":"-","STATISTIC":"PMQ01C02"},"observations":[["PERIOD","VALUE"],["2005Q1","NA"],["2005Q4","NA"],["2007Q1","NA"],["2008Q1","NA"],["2009Q4","NA"],["2015Q4","NA"],["2018Q3","NA"],["2019Q3","NA"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3",58.0],["2023Q3",57.0],["2024Q3",58.0]]}
+{"code":"PMQ01C02.1","dimensions":{"C02199V02655":"1","STATISTIC":"PMQ01C02"},"observations":[["PERIOD","VALUE"],["2005Q1","NA"],["2005Q4","NA"],["2007Q1","NA"],["2008Q1","NA"],["2009Q4","NA"],["2015Q4","NA"],["2018Q3","NA"],["2019Q3","NA"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3",58.0],["2023Q3",57.0],["2024Q3",58.0]]}
+{"code":"PMQ01C02.2","dimensions":{"C02199V02655":"2","STATISTIC":"PMQ01C02"},"observations":[["PERIOD","VALUE"],["2005Q1","NA"],["2005Q4","NA"],["2007Q1","NA"],["2008Q1","NA"],["2009Q4","NA"],["2015Q4","NA"],["2018Q3","NA"],["2019Q3","NA"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3",57.0],["2023Q3",57.0],["2024Q3",59.0]]}
diff --git a/PMQ02/dataset.json b/PMQ02/dataset.json
index a0208340ed1afada75534962b8a0bb8be03893ad..89011b3fc050e9417db989a204247c7f1c6ebecd 100644
--- a/PMQ02/dataset.json
+++ b/PMQ02/dataset.json
@@ -6,7 +6,7 @@
   ],
   "dimensions_labels": {
     "C02076V02508": "Age Group",
-    "STATISTIC": "STATISTIC"
+    "STATISTIC": "Statistic"
   },
   "dimensions_values_labels": {
     "C02076V02508": [
@@ -43,14 +43,18 @@
       [
         "PMQ02",
         "Pension coverage in the State for persons in employment (ILO) aged 20 to 69 years"
+      ],
+      [
+        "PMQ02C02",
+        "Occupational pensions from current employment and personal pensions in contribution"
       ]
     ]
   },
   "name": "Pension coverage in the State for persons in employment (ILO) aged 20 to 69 years",
   "notes": [
-    "Q3 2018 includes occupational pension coverage from current/previous employments and personal pensions, including deferred pensions in draw down mode. Pension coverage prior to Q3 2018 includes persons with either an occupational pension, a personal pension, or both. Please note data may not add to 100% due to rounding issues.<br />The mode effect due to change in data collection mode may cause some variation in survey results and is detailed in the Background Notes.<br />Includes occupational pensions from current/previous employments and personal pensions, including deferred pensions and pensions in draw-down mode.",
+    "Q3 2018 includes occupational pension coverage from current/previous employments and personal pensions, including deferred pensions in draw down mode. Pension coverage prior to Q3 2018 includes persons with either an occupational pension, a personal pension, or both. Please note data may not add to 100% due to rounding issues.<br />The mode effect due to change in data collection mode may cause some variation in survey results and is detailed in the Background Notes.<br />Includes occupational pensions from current/previous employments and personal pensions, including deferred pensions and pensions in draw-down mode.<br />Refer to <a rel=\"nofollow\" href=\"https://www.cso.ie/en/releasesandpublications/ep/p-pens/pensioncoverage2024/backgroundnotes/\">Background Notes</a> for the definition of the ILO Labour Force classification of persons in employment.<br />19 December 2024 - The Statistic &#39;Pension coverage in the State for persons in employment (ILO) aged 20 to 69 years&#39; = &#39;Occupational pensions from current/previous employments and personal pensions in contribution&#39; which is covered by the footnote &#39;Includes occupational pensions from current/previous employments and personal pensions, including deferred pensions and pensions in draw-down mode.&#39;",
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/housingandhouseholds/pensioncoverage/\">statistical release page</a> on our website"
   ],
   "source_href": "https://data.cso.ie/table/PMQ02",
-  "updated_at": "2024-02-26T11:00:00Z"
+  "updated_at": "2024-12-19T11:00:00Z"
 }
\ No newline at end of file
diff --git a/PMQ02/series.jsonl b/PMQ02/series.jsonl
index 854ea36a3dd66266dbce61a280c670f722bebf80..ba8a7d727541562eb723d88300885a65791263ed 100644
--- a/PMQ02/series.jsonl
+++ b/PMQ02/series.jsonl
@@ -1,7 +1,14 @@
-{"code":"PMQ02.365","dimensions":{"C02076V02508":"365","STATISTIC":"PMQ02"},"observations":[["PERIOD","VALUE"],["2005Q1",22.2],["2005Q4",27.8],["2007Q1",22.6],["2008Q1",27.8],["2009Q4",18.6],["2015Q4",14.1],["2018Q3",16.3],["2019Q3",19.4],["2020Q3",24.4],["2021Q3",25.2],["2022Q3",31.0],["2023Q3",33.0]]}
-{"code":"PMQ02.370","dimensions":{"C02076V02508":"370","STATISTIC":"PMQ02"},"observations":[["PERIOD","VALUE"],["2005Q1",34.5],["2005Q4",39.1],["2007Q1",34.9],["2008Q1",36.6],["2009Q4",32.6],["2015Q4",22.1],["2018Q3",25.0],["2019Q3",27.4],["2020Q3",32.7],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"]]}
-{"code":"PMQ02.415","dimensions":{"C02076V02508":"415","STATISTIC":"PMQ02"},"observations":[["PERIOD","VALUE"],["2005Q1",50.4],["2005Q4",53.5],["2007Q1",50.1],["2008Q1",48.9],["2009Q4",49.4],["2015Q4",36.1],["2018Q3",41.5],["2019Q3",44.8],["2020Q3",49.9],["2021Q3",57.4],["2022Q3",56.0],["2023Q3",61.0]]}
-{"code":"PMQ02.4505","dimensions":{"C02076V02508":"4505","STATISTIC":"PMQ02"},"observations":[["PERIOD","VALUE"],["2005Q1",58.9],["2005Q4",62.8],["2007Q1",60.7],["2008Q1",60.6],["2009Q4",57.5],["2015Q4",52.1],["2018Q3",64.2],["2019Q3",67.1],["2020Q3",71.4],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"]]}
-{"code":"PMQ02.465","dimensions":{"C02076V02508":"465","STATISTIC":"PMQ02"},"observations":[["PERIOD","VALUE"],["2005Q1",61.4],["2005Q4",66.3],["2007Q1",63.2],["2008Q1",61.1],["2009Q4",57.7],["2015Q4",55.3],["2018Q3",62.6],["2019Q3",67.2],["2020Q3",70.8],["2021Q3",70.8],["2022Q3",69.0],["2023Q3",72.0]]}
-{"code":"PMQ02.500","dimensions":{"C02076V02508":"500","STATISTIC":"PMQ02"},"observations":[["PERIOD","VALUE"],["2005Q1",60.2],["2005Q4",64.8],["2007Q1",63.5],["2008Q1",65.5],["2009Q4",60.5],["2015Q4",54.4],["2018Q3",70.9],["2019Q3",71.8],["2020Q3",76.8],["2021Q3",76.7],["2022Q3",77.0],["2023Q3",77.0]]}
-{"code":"PMQ02.540","dimensions":{"C02076V02508":"540","STATISTIC":"PMQ02"},"observations":[["PERIOD","VALUE"],["2005Q1",52.3],["2005Q4",54.4],["2007Q1",53.5],["2008Q1",55.2],["2009Q4",48.7],["2015Q4",49.3],["2018Q3",68.2],["2019Q3",69.4],["2020Q3",72.7],["2021Q3",73.6],["2022Q3",75.0],["2023Q3",73.0]]}
+{"code":"PMQ02.365","dimensions":{"C02076V02508":"365","STATISTIC":"PMQ02"},"observations":[["PERIOD","VALUE"],["2005Q1",22.2],["2005Q4",27.8],["2007Q1",22.6],["2008Q1",27.8],["2009Q4",18.6],["2015Q4",14.1],["2018Q3",16.3],["2019Q3",19.4],["2020Q3",24.4],["2021Q3",25.2],["2022Q3",31.0],["2023Q3",33.0],["2024Q3",27.0]]}
+{"code":"PMQ02.370","dimensions":{"C02076V02508":"370","STATISTIC":"PMQ02"},"observations":[["PERIOD","VALUE"],["2005Q1",34.5],["2005Q4",39.1],["2007Q1",34.9],["2008Q1",36.6],["2009Q4",32.6],["2015Q4",22.1],["2018Q3",25.0],["2019Q3",27.4],["2020Q3",32.7],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ02.415","dimensions":{"C02076V02508":"415","STATISTIC":"PMQ02"},"observations":[["PERIOD","VALUE"],["2005Q1",50.4],["2005Q4",53.5],["2007Q1",50.1],["2008Q1",48.9],["2009Q4",49.4],["2015Q4",36.1],["2018Q3",41.5],["2019Q3",44.8],["2020Q3",49.9],["2021Q3",57.4],["2022Q3",56.0],["2023Q3",61.0],["2024Q3",59.0]]}
+{"code":"PMQ02.4505","dimensions":{"C02076V02508":"4505","STATISTIC":"PMQ02"},"observations":[["PERIOD","VALUE"],["2005Q1",58.9],["2005Q4",62.8],["2007Q1",60.7],["2008Q1",60.6],["2009Q4",57.5],["2015Q4",52.1],["2018Q3",64.2],["2019Q3",67.1],["2020Q3",71.4],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ02.465","dimensions":{"C02076V02508":"465","STATISTIC":"PMQ02"},"observations":[["PERIOD","VALUE"],["2005Q1",61.4],["2005Q4",66.3],["2007Q1",63.2],["2008Q1",61.1],["2009Q4",57.7],["2015Q4",55.3],["2018Q3",62.6],["2019Q3",67.2],["2020Q3",70.8],["2021Q3",70.8],["2022Q3",69.0],["2023Q3",72.0],["2024Q3",72.0]]}
+{"code":"PMQ02.500","dimensions":{"C02076V02508":"500","STATISTIC":"PMQ02"},"observations":[["PERIOD","VALUE"],["2005Q1",60.2],["2005Q4",64.8],["2007Q1",63.5],["2008Q1",65.5],["2009Q4",60.5],["2015Q4",54.4],["2018Q3",70.9],["2019Q3",71.8],["2020Q3",76.8],["2021Q3",76.7],["2022Q3",77.0],["2023Q3",77.0],["2024Q3",80.0]]}
+{"code":"PMQ02.540","dimensions":{"C02076V02508":"540","STATISTIC":"PMQ02"},"observations":[["PERIOD","VALUE"],["2005Q1",52.3],["2005Q4",54.4],["2007Q1",53.5],["2008Q1",55.2],["2009Q4",48.7],["2015Q4",49.3],["2018Q3",68.2],["2019Q3",69.4],["2020Q3",72.7],["2021Q3",73.6],["2022Q3",75.0],["2023Q3",73.0],["2024Q3",75.0]]}
+{"code":"PMQ02C02.365","dimensions":{"C02076V02508":"365","STATISTIC":"PMQ02C02"},"observations":[["PERIOD","VALUE"],["2005Q1","NA"],["2005Q4","NA"],["2007Q1","NA"],["2008Q1","NA"],["2009Q4","NA"],["2015Q4","NA"],["2018Q3","NA"],["2019Q3","NA"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3",29.0],["2023Q3",25.0],["2024Q3",24.0]]}
+{"code":"PMQ02C02.370","dimensions":{"C02076V02508":"370","STATISTIC":"PMQ02C02"},"observations":[["PERIOD","VALUE"],["2005Q1","NA"],["2005Q4","NA"],["2007Q1","NA"],["2008Q1","NA"],["2009Q4","NA"],["2015Q4","NA"],["2018Q3","NA"],["2019Q3","NA"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ02C02.415","dimensions":{"C02076V02508":"415","STATISTIC":"PMQ02C02"},"observations":[["PERIOD","VALUE"],["2005Q1","NA"],["2005Q4","NA"],["2007Q1","NA"],["2008Q1","NA"],["2009Q4","NA"],["2015Q4","NA"],["2018Q3","NA"],["2019Q3","NA"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3",52.0],["2023Q3",53.0],["2024Q3",54.0]]}
+{"code":"PMQ02C02.4505","dimensions":{"C02076V02508":"4505","STATISTIC":"PMQ02C02"},"observations":[["PERIOD","VALUE"],["2005Q1","NA"],["2005Q4","NA"],["2007Q1","NA"],["2008Q1","NA"],["2009Q4","NA"],["2015Q4","NA"],["2018Q3","NA"],["2019Q3","NA"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ02C02.465","dimensions":{"C02076V02508":"465","STATISTIC":"PMQ02C02"},"observations":[["PERIOD","VALUE"],["2005Q1","NA"],["2005Q4","NA"],["2007Q1","NA"],["2008Q1","NA"],["2009Q4","NA"],["2015Q4","NA"],["2018Q3","NA"],["2019Q3","NA"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3",61.0],["2023Q3",63.0],["2024Q3",65.0]]}
+{"code":"PMQ02C02.500","dimensions":{"C02076V02508":"500","STATISTIC":"PMQ02C02"},"observations":[["PERIOD","VALUE"],["2005Q1","NA"],["2005Q4","NA"],["2007Q1","NA"],["2008Q1","NA"],["2009Q4","NA"],["2015Q4","NA"],["2018Q3","NA"],["2019Q3","NA"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3",66.0],["2023Q3",66.0],["2024Q3",69.0]]}
+{"code":"PMQ02C02.540","dimensions":{"C02076V02508":"540","STATISTIC":"PMQ02C02"},"observations":[["PERIOD","VALUE"],["2005Q1","NA"],["2005Q4","NA"],["2007Q1","NA"],["2008Q1","NA"],["2009Q4","NA"],["2015Q4","NA"],["2018Q3","NA"],["2019Q3","NA"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3",59.0],["2023Q3",55.0],["2024Q3",60.0]]}
diff --git a/PMQ03/dataset.json b/PMQ03/dataset.json
index 27f0ffaa33147ca821b7e3df5b5ccc146199d371..d0db01cd8d605735cd6cf0b8a832779d28917d47 100644
--- a/PMQ03/dataset.json
+++ b/PMQ03/dataset.json
@@ -6,7 +6,7 @@
   ],
   "dimensions_labels": {
     "C02539V03074": "Nationality",
-    "STATISTIC": "STATISTIC"
+    "STATISTIC": "Statistic"
   },
   "dimensions_values_labels": {
     "C02539V03074": [
@@ -23,14 +23,18 @@
       [
         "PMQ03",
         "Pension coverage in the State for persons in employment (ILO) aged 20 to 69 years"
+      ],
+      [
+        "PMQ03C02",
+        "Occupational pensions from current employment and personal pensions in contribution"
       ]
     ]
   },
   "name": "Pension coverage in the State for persons in employment (ILO) aged 20 to 69 years",
   "notes": [
-    "Q3 2018 includes occupational pension coverage from current/previous employments and personal pensions, including deferred pensions in draw down mode. Pension coverage prior to Q3 2018 includes persons with either an occupational pension, a personal pension, or both. Sample occurrence too small for estimation. Data may be subject to sampling or other survey errors, which are greater in respect of smaller values or estimates of change.",
+    "Q3 2018 includes occupational pension coverage from current/previous employments and personal pensions, including deferred pensions in draw down mode. Pension coverage prior to Q3 2018 includes persons with either an occupational pension, a personal pension, or both. Sample occurrence too small for estimation. Data may be subject to sampling or other survey errors, which are greater in respect of smaller values or estimates of change.<br />Refer to Background Notes for the definition of the ILO Labour Force classification of persons in employment.<br />19 December 2024 - The Statistic &#39;Pension coverage in the State for persons in employment (ILO) aged 20 to 69 years&#39; = &#39;Occupational pensions from current/previous employments and personal pensions in contribution&#39; which is covered by the footnote &#39;Includes occupational pensions from current/previous employments and personal pensions, including deferred pensions and pensions in draw-down mode.&#39;",
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/housingandhouseholds/pensioncoverage/\">statistical release page</a> on our website"
   ],
   "source_href": "https://data.cso.ie/table/PMQ03",
-  "updated_at": "2024-02-26T11:00:00Z"
+  "updated_at": "2024-12-19T11:00:00Z"
 }
\ No newline at end of file
diff --git a/PMQ03/series.jsonl b/PMQ03/series.jsonl
index 9023846e9d1202b1a48dec901cd31cb2794b6d9f..7e19630d22efee159132e52b8fd6ade23851b466 100644
--- a/PMQ03/series.jsonl
+++ b/PMQ03/series.jsonl
@@ -1,2 +1,4 @@
-{"code":"PMQ03.IE","dimensions":{"C02539V03074":"IE","STATISTIC":"PMQ03"},"observations":[["PERIOD","VALUE"],["2005Q1",54.0],["2005Q4",58.0],["2007Q1",57.1],["2008Q1",28.2],["2009Q4",54.8],["2015Q4",49.4],["2018Q3",59.6],["2019Q3",63.0],["2020Q3",67.2],["2021Q3",69.0],["2022Q3",70.0],["2023Q3",70.0]]}
-{"code":"PMQ03.IE05","dimensions":{"C02539V03074":"IE05","STATISTIC":"PMQ03"},"observations":[["PERIOD","VALUE"],["2005Q1",27.5],["2005Q4",32.1],["2007Q1",26.1],["2008Q1",53.6],["2009Q4",28.1],["2015Q4",29.2],["2018Q3",36.1],["2019Q3",40.1],["2020Q3",47.2],["2021Q3",43.4],["2022Q3",45.0],["2023Q3",52.0]]}
+{"code":"PMQ03.IE","dimensions":{"C02539V03074":"IE","STATISTIC":"PMQ03"},"observations":[["PERIOD","VALUE"],["2005Q1",54.0],["2005Q4",58.0],["2007Q1",57.1],["2008Q1",28.2],["2009Q4",54.8],["2015Q4",49.4],["2018Q3",59.6],["2019Q3",63.0],["2020Q3",67.2],["2021Q3",69.0],["2022Q3",70.0],["2023Q3",70.0],["2024Q3",71.0]]}
+{"code":"PMQ03.IE05","dimensions":{"C02539V03074":"IE05","STATISTIC":"PMQ03"},"observations":[["PERIOD","VALUE"],["2005Q1",27.5],["2005Q4",32.1],["2007Q1",26.1],["2008Q1",53.6],["2009Q4",28.1],["2015Q4",29.2],["2018Q3",36.1],["2019Q3",40.1],["2020Q3",47.2],["2021Q3",43.4],["2022Q3",45.0],["2023Q3",52.0],["2024Q3",51.0]]}
+{"code":"PMQ03C02.IE","dimensions":{"C02539V03074":"IE","STATISTIC":"PMQ03C02"},"observations":[["PERIOD","VALUE"],["2005Q1","NA"],["2005Q4","NA"],["2007Q1","NA"],["2008Q1","NA"],["2009Q4","NA"],["2015Q4","NA"],["2018Q3","NA"],["2019Q3","NA"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3",61.0],["2023Q3",59.0],["2024Q3",61.0]]}
+{"code":"PMQ03C02.IE05","dimensions":{"C02539V03074":"IE05","STATISTIC":"PMQ03C02"},"observations":[["PERIOD","VALUE"],["2005Q1","NA"],["2005Q4","NA"],["2007Q1","NA"],["2008Q1","NA"],["2009Q4","NA"],["2015Q4","NA"],["2018Q3","NA"],["2019Q3","NA"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3",39.0],["2023Q3",42.0],["2024Q3",46.0]]}
diff --git a/PMQ04/dataset.json b/PMQ04/dataset.json
index 22640573f069abb19d8da28098be9b756a96fef0..04ec3bb2c153e81bba5aec234d32c0dfc8f62460 100644
--- a/PMQ04/dataset.json
+++ b/PMQ04/dataset.json
@@ -6,7 +6,7 @@
   ],
   "dimensions_labels": {
     "C02027V02455": "Employment Status",
-    "STATISTIC": "STATISTIC"
+    "STATISTIC": "Statistic"
   },
   "dimensions_values_labels": {
     "C02027V02455": [
@@ -23,14 +23,18 @@
       [
         "PMQ04",
         "Pension coverage in the State for persons in employment (ILO) aged 20 to 69 years"
+      ],
+      [
+        "PMQ04C02",
+        "Occupational pensions from current employment and personal pensions in contribution"
       ]
     ]
   },
   "name": "Pension coverage in the State for persons in employment (ILO) aged 20 to 69 years",
   "notes": [
-    "Q3 2018 includes occupational pension coverage from current/previous employments and personal pensions, including deferred pensions in draw down mode. <br />Pension coverage prior to Q3 2018 includes persons with either an occupational pension, a personal pension, or both. <br />Please note data may not add to 100% due to rounding issues. <br />The mode effect due to change in data collection mode may cause some variation in survey results and is detailed in the Background Notes. <br />Includes occupational pensions from current/previous employments and personal pensions, including deferred pensions and pensions in draw-down mode.",
+    "Q3 2018 includes occupational pension coverage from current/previous employments and personal pensions, including deferred pensions in draw down mode. <br />Pension coverage prior to Q3 2018 includes persons with either an occupational pension, a personal pension, or both. <br />Please note data may not add to 100% due to rounding issues. <br />The mode effect due to change in data collection mode may cause some variation in survey results and is detailed in the Background Notes. <br />Includes occupational pensions from current/previous employments and personal pensions, including deferred pensions and pensions in draw-down mode.<br />Refer to Background Notes for the definition of the ILO Labour Force classification of persons in employment.<br />19 December 2024 - The Statistic &#39;Pension coverage in the State for persons in employment (ILO) aged 20 to 69 years&#39; = &#39;Occupational pensions from current/previous employments and personal pensions in contribution&#39; which is covered by the footnote &#39;Includes occupational pensions from current/previous employments and personal pensions, including deferred pensions and pensions in draw-down mode.&#39;",
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/housingandhouseholds/pensioncoverage/\">statistical release page</a> on our website"
   ],
   "source_href": "https://data.cso.ie/table/PMQ04",
-  "updated_at": "2024-02-26T11:00:00Z"
+  "updated_at": "2024-12-19T11:00:00Z"
 }
\ No newline at end of file
diff --git a/PMQ04/series.jsonl b/PMQ04/series.jsonl
index 60385c5dab0e2c8be9b2de852cb848a4905eaabf..42a257bc637bb6a1e7f7e16c5ae4e06b73c79ce9 100644
--- a/PMQ04/series.jsonl
+++ b/PMQ04/series.jsonl
@@ -1,2 +1,4 @@
-{"code":"PMQ04.1","dimensions":{"C02027V02455":"1","STATISTIC":"PMQ04"},"observations":[["PERIOD","VALUE"],["2005Q1",53.5],["2005Q4",57.4],["2007Q1",54.6],["2008Q1",55.5],["2009Q4",54.5],["2015Q4",50.2],["2018Q3",57.3],["2019Q3",61.4],["2020Q3",66.3],["2021Q3",67.4],["2022Q3",68.0],["2023Q3",70.0]]}
-{"code":"PMQ04.221","dimensions":{"C02027V02455":"221","STATISTIC":"PMQ04"},"observations":[["PERIOD","VALUE"],["2005Q1",44.8],["2005Q4",48.4],["2007Q1",45.7],["2008Q1",45.8],["2009Q4",36.4],["2015Q4",29.9],["2018Q3",50.7],["2019Q3",51.0],["2020Q3",55.2],["2021Q3",54.6],["2022Q3",56.0],["2023Q3",54.0]]}
+{"code":"PMQ04.1","dimensions":{"C02027V02455":"1","STATISTIC":"PMQ04"},"observations":[["PERIOD","VALUE"],["2005Q1",53.5],["2005Q4",57.4],["2007Q1",54.6],["2008Q1",55.5],["2009Q4",54.5],["2015Q4",50.2],["2018Q3",57.3],["2019Q3",61.4],["2020Q3",66.3],["2021Q3",67.4],["2022Q3",68.0],["2023Q3",70.0],["2024Q3",68.0]]}
+{"code":"PMQ04.221","dimensions":{"C02027V02455":"221","STATISTIC":"PMQ04"},"observations":[["PERIOD","VALUE"],["2005Q1",44.8],["2005Q4",48.4],["2007Q1",45.7],["2008Q1",45.8],["2009Q4",36.4],["2015Q4",29.9],["2018Q3",50.7],["2019Q3",51.0],["2020Q3",55.2],["2021Q3",54.6],["2022Q3",56.0],["2023Q3",54.0],["2024Q3",59.0]]}
+{"code":"PMQ04C02.1","dimensions":{"C02027V02455":"1","STATISTIC":"PMQ04C02"},"observations":[["PERIOD","VALUE"],["2005Q1","NA"],["2005Q4","NA"],["2007Q1","NA"],["2008Q1","NA"],["2009Q4","NA"],["2015Q4","NA"],["2018Q3","NA"],["2019Q3","NA"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3",61.0],["2023Q3",61.0],["2024Q3",62.0]]}
+{"code":"PMQ04C02.221","dimensions":{"C02027V02455":"221","STATISTIC":"PMQ04C02"},"observations":[["PERIOD","VALUE"],["2005Q1","NA"],["2005Q4","NA"],["2007Q1","NA"],["2008Q1","NA"],["2009Q4","NA"],["2015Q4","NA"],["2018Q3","NA"],["2019Q3","NA"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3",33.0],["2023Q3",30.0],["2024Q3",35.0]]}
diff --git a/PMQ05/dataset.json b/PMQ05/dataset.json
index b39b86f4abbad65096d7dd06444d9b400f091368..dbb9ffb025d1a2b4151245f207eb63d462fd9839 100644
--- a/PMQ05/dataset.json
+++ b/PMQ05/dataset.json
@@ -6,7 +6,7 @@
   ],
   "dimensions_labels": {
     "C02472V02994": "Hours of Work",
-    "STATISTIC": "STATISTIC"
+    "STATISTIC": "Statistic"
   },
   "dimensions_values_labels": {
     "C02472V02994": [
@@ -23,14 +23,18 @@
       [
         "PMQ05",
         "Pension coverage in the State for persons in employment (ILO) aged 20 to 69 years"
+      ],
+      [
+        "PMQ05C02",
+        "Occupational pensions from current employment and personal pensions in contribution"
       ]
     ]
   },
   "name": "Pension coverage in the State for persons in employment (ILO) aged 20 to 69 years",
   "notes": [
-    "Q3 2018 includes occupational pension coverage from current/previous employments and personal pensions, including deferred pensions in draw down mode. Pension coverage prior to Q3 2018 includes persons with either an occupational pension, a personal pension, or both. <br /><br />Please note data may not add to 100% due to rounding issues. <br /><br />The mode effect due to change in data collection mode may cause some variation in survey results and is detailed in the Background Notes.<br /><br />Includes occupational pensions from current/previous employments and personal pensions, including deferred pensions and pensions in draw-down mode.",
+    "Q3 2018 includes occupational pension coverage from current/previous employments and personal pensions, including deferred pensions in draw down mode. Pension coverage prior to Q3 2018 includes persons with either an occupational pension, a personal pension, or both.<br />Please note data may not add to 100% due to rounding issues.<br />Refer to Background Notes for the definition of the ILO Labour Force classification of persons in employment.<br />The mode effect due to change in data collection mode may cause some variation in survey results and is detailed in the Background Notes.<br />Includes occupational pensions from current/previous employments and personal pensions, including deferred pensions and pensions in draw-down mode.<br />19 December 2024 - The Statistic &#39;Pension coverage in the State for persons in employment (ILO) aged 20 to 69 years&#39; = &#39;Occupational pensions from current/previous employments and personal pensions in contribution&#39; which is covered by the footnote &#39;Includes occupational pensions from current/previous employments and personal pensions, including deferred pensions and pensions in draw-down mode.&#39;",
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/housingandhouseholds/pensioncoverage/\">statistical release page</a> on our website"
   ],
   "source_href": "https://data.cso.ie/table/PMQ05",
-  "updated_at": "2024-02-26T11:00:00Z"
+  "updated_at": "2024-12-19T11:00:00Z"
 }
\ No newline at end of file
diff --git a/PMQ05/series.jsonl b/PMQ05/series.jsonl
index 592a158ce85234a9f676ca8f1fa6c707cc592b9d..617ab6e496f797fe34b350c9a91a9b4b70c0a0e5 100644
--- a/PMQ05/series.jsonl
+++ b/PMQ05/series.jsonl
@@ -1,2 +1,4 @@
-{"code":"PMQ05.1","dimensions":{"C02472V02994":"1","STATISTIC":"PMQ05"},"observations":[["PERIOD","VALUE"],["2005Q1",57.5],["2005Q4",61.2],["2007Q1",58.4],["2008Q1",58.5],["2009Q4",59.6],["2015Q4",55.0],["2018Q3",61.4],["2019Q3",65.3],["2020Q3",70.3],["2021Q3",71.0],["2022Q3",72.0],["2023Q3",72.0]]}
-{"code":"PMQ05.2","dimensions":{"C02472V02994":"2","STATISTIC":"PMQ05"},"observations":[["PERIOD","VALUE"],["2005Q1",26.5],["2005Q4",29.9],["2007Q1",28.2],["2008Q1",31.7],["2009Q4",23.7],["2015Q4",22.3],["2018Q3",36.0],["2019Q3",38.1],["2020Q3",40.1],["2021Q3",42.1],["2022Q3",43.0],["2023Q3",47.0]]}
+{"code":"PMQ05.1","dimensions":{"C02472V02994":"1","STATISTIC":"PMQ05"},"observations":[["PERIOD","VALUE"],["2005Q1",57.5],["2005Q4",61.2],["2007Q1",58.4],["2008Q1",58.5],["2009Q4",59.6],["2015Q4",55.0],["2018Q3",61.4],["2019Q3",65.3],["2020Q3",70.3],["2021Q3",71.0],["2022Q3",72.0],["2023Q3",72.0],["2024Q3",72.0]]}
+{"code":"PMQ05.2","dimensions":{"C02472V02994":"2","STATISTIC":"PMQ05"},"observations":[["PERIOD","VALUE"],["2005Q1",26.5],["2005Q4",29.9],["2007Q1",28.2],["2008Q1",31.7],["2009Q4",23.7],["2015Q4",22.3],["2018Q3",36.0],["2019Q3",38.1],["2020Q3",40.1],["2021Q3",42.1],["2022Q3",43.0],["2023Q3",47.0],["2024Q3",44.0]]}
+{"code":"PMQ05C02.1","dimensions":{"C02472V02994":"1","STATISTIC":"PMQ05C02"},"observations":[["PERIOD","VALUE"],["2005Q1","NA"],["2005Q4","NA"],["2007Q1","NA"],["2008Q1","NA"],["2009Q4","NA"],["2015Q4","NA"],["2018Q3","NA"],["2019Q3","NA"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3",64.0],["2023Q3",63.0],["2024Q3",65.0]]}
+{"code":"PMQ05C02.2","dimensions":{"C02472V02994":"2","STATISTIC":"PMQ05C02"},"observations":[["PERIOD","VALUE"],["2005Q1","NA"],["2005Q4","NA"],["2007Q1","NA"],["2008Q1","NA"],["2009Q4","NA"],["2015Q4","NA"],["2018Q3","NA"],["2019Q3","NA"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3",28.0],["2023Q3",29.0],["2024Q3",31.0]]}
diff --git a/PMQ06/dataset.json b/PMQ06/dataset.json
index 540f8f70f44eede314ccae1ad324e498799a4e9c..9b079782aedc6bea35d93b968601fb5d6e781317 100644
--- a/PMQ06/dataset.json
+++ b/PMQ06/dataset.json
@@ -6,7 +6,7 @@
   ],
   "dimensions_labels": {
     "C02601V03156": "NACE Rev 2 Economic Sector",
-    "STATISTIC": "STATISTIC"
+    "STATISTIC": "Statistic"
   },
   "dimensions_values_labels": {
     "C02601V03156": [
@@ -71,14 +71,18 @@
       [
         "PMQ06",
         "Pension coverage in the State for persons in employment (ILO) aged 20 to 69 years"
+      ],
+      [
+        "PMQ06C02",
+        "Occupational pensions from current employment and personal pensions in contribution"
       ]
     ]
   },
   "name": "Pension coverage in the State for persons in employment (ILO) aged 20 to 69 years",
   "notes": [
-    "Q3 2018 includes occupational pension coverage from current/previous employments and personal pensions, including deferred pensions in draw down mode. Pension coverage prior to Q3 2018 includes persons with either an occupational pension, a personal pension, or both. <br />..Sample occurrence too small for estimation. <br />Data may be subject to sampling or other survey errors, which are greater in respect of smaller values or estimates of change.",
+    "Q3 2018 includes occupational pension coverage from current/previous employments and personal pensions, including deferred pensions in draw down mode. Pension coverage prior to Q3 2018 includes persons with either an occupational pension, a personal pension, or both. <br />..Sample occurrence too small for estimation. <br />Data may be subject to sampling or other survey errors, which are greater in respect of smaller values or estimates of change.<br />Refer to Background Notes for the definition of the ILO Labour Force classification of persons in employment.<br />Elementary occupations involve the performance of simple and routine tasks which may require the use of hand-held tools and considerable physical effort. Examples include cleaning, restocking supplies and performing basic maintenance tasks, helping in kitchens and performing simple tasks in food preparation, delivering messages or goods, etc.<br />19 December 2024 - The Statistic &#39;Pension coverage in the State for persons in employment (ILO) aged 20 to 69 years&#39; = &#39;Occupational pensions from current/previous employments and personal pensions in contribution&#39; which is covered by the footnote &#39;Includes occupational pensions from current/previous employments and personal pensions, including deferred pensions and pensions in draw-down mode.&#39;",
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/housingandhouseholds/pensioncoverage/\">statistical release page</a> on our website"
   ],
   "source_href": "https://data.cso.ie/table/PMQ06",
-  "updated_at": "2024-02-26T11:00:00Z"
+  "updated_at": "2024-12-19T11:00:00Z"
 }
\ No newline at end of file
diff --git a/PMQ06/series.jsonl b/PMQ06/series.jsonl
index a041317f1e4999bba9b8f9420ac705b57d32f75b..c33149452cf8d03f9086a2d539ff97f82384e44f 100644
--- a/PMQ06/series.jsonl
+++ b/PMQ06/series.jsonl
@@ -1,14 +1,28 @@
-{"code":"PMQ06.A","dimensions":{"C02601V03156":"A","STATISTIC":"PMQ06"},"observations":[["PERIOD","VALUE"],["2005Q1",36.8],["2005Q4",35.7],["2007Q1",36.0],["2008Q1",44.9],["2009Q4",24.1],["2015Q4",28.5],["2018Q3",45.2],["2019Q3",40.7],["2020Q3",48.8],["2021Q3",54.0],["2022Q3",50.0],["2023Q3",45.0]]}
-{"code":"PMQ06.F","dimensions":{"C02601V03156":"F","STATISTIC":"PMQ06"},"observations":[["PERIOD","VALUE"],["2005Q1",41.6],["2005Q4",46.1],["2007Q1",44.8],["2008Q1",47.5],["2009Q4",44.0],["2015Q4",34.1],["2018Q3",49.5],["2019Q3",52.4],["2020Q3",61.8],["2021Q3",60.2],["2022Q3",56.0],["2023Q3",58.0]]}
-{"code":"PMQ06.G","dimensions":{"C02601V03156":"G","STATISTIC":"PMQ06"},"observations":[["PERIOD","VALUE"],["2005Q1",35.1],["2005Q4",39.3],["2007Q1",38.9],["2008Q1",36.2],["2009Q4",29.6],["2015Q4",26.5],["2018Q3",37.8],["2019Q3",39.3],["2020Q3",41.7],["2021Q3",41.2],["2022Q3",48.0],["2023Q3",51.0]]}
-{"code":"PMQ06.H","dimensions":{"C02601V03156":"H","STATISTIC":"PMQ06"},"observations":[["PERIOD","VALUE"],["2005Q1",59.6],["2005Q4",60.6],["2007Q1",55.3],["2008Q1",53.3],["2009Q4",54.7],["2015Q4",42.6],["2018Q3",64.8],["2019Q3",63.5],["2020Q3",67.0],["2021Q3",59.6],["2022Q3",67.0],["2023Q3",60.0]]}
-{"code":"PMQ06.I","dimensions":{"C02601V03156":"I","STATISTIC":"PMQ06"},"observations":[["PERIOD","VALUE"],["2005Q1",20.8],["2005Q4",23.7],["2007Q1",19.9],["2008Q1",22.7],["2009Q4",17.3],["2015Q4",13.1],["2018Q3",15.9],["2019Q3",17.7],["2020Q3",21.1],["2021Q3",19.9],["2022Q3",24.0],["2023Q3",32.0]]}
-{"code":"PMQ06.J","dimensions":{"C02601V03156":"J","STATISTIC":"PMQ06"},"observations":[["PERIOD","VALUE"],["2005Q1",60.9],["2005Q4",67.3],["2007Q1",61.5],["2008Q1",63.5],["2009Q4",58.3],["2015Q4",58.9],["2018Q3",63.1],["2019Q3",67.2],["2020Q3",73.5],["2021Q3",71.9],["2022Q3",79.0],["2023Q3",80.0]]}
-{"code":"PMQ06.M","dimensions":{"C02601V03156":"M","STATISTIC":"PMQ06"},"observations":[["PERIOD","VALUE"],["2005Q1",55.7],["2005Q4",59.5],["2007Q1",56.3],["2008Q1",56.0],["2009Q4",61.5],["2015Q4",49.5],["2018Q3",62.0],["2019Q3",64.1],["2020Q3",62.5],["2021Q3",67.9],["2022Q3",70.0],["2023Q3",66.0]]}
-{"code":"PMQ06.N","dimensions":{"C02601V03156":"N","STATISTIC":"PMQ06"},"observations":[["PERIOD","VALUE"],["2005Q1",30.2],["2005Q4",37.2],["2007Q1",35.8],["2008Q1",37.9],["2009Q4",29.1],["2015Q4",24.9],["2018Q3",38.8],["2019Q3",45.3],["2020Q3",49.7],["2021Q3",47.7],["2022Q3",53.0],["2023Q3",57.0]]}
-{"code":"PMQ06.O","dimensions":{"C02601V03156":"O","STATISTIC":"PMQ06"},"observations":[["PERIOD","VALUE"],["2005Q1",91.0],["2005Q4",93.4],["2007Q1",93.0],["2008Q1",93.6],["2009Q4",93.3],["2015Q4",89.1],["2018Q3",92.2],["2019Q3",93.0],["2020Q3",95.8],["2021Q3",95.4],["2022Q3",98.0],["2023Q3",97.0]]}
-{"code":"PMQ06.P","dimensions":{"C02601V03156":"P","STATISTIC":"PMQ06"},"observations":[["PERIOD","VALUE"],["2005Q1",67.4],["2005Q4",72.2],["2007Q1",74.0],["2008Q1",76.1],["2009Q4",75.0],["2015Q4",72.6],["2018Q3",80.5],["2019Q3",83.8],["2020Q3",86.2],["2021Q3",84.9],["2022Q3",85.0],["2023Q3",83.0]]}
-{"code":"PMQ06.Q","dimensions":{"C02601V03156":"Q","STATISTIC":"PMQ06"},"observations":[["PERIOD","VALUE"],["2005Q1",61.0],["2005Q4",63.0],["2007Q1",59.7],["2008Q1",56.7],["2009Q4",57.3],["2015Q4",58.5],["2018Q3",62.1],["2019Q3",66.4],["2020Q3",68.7],["2021Q3",71.7],["2022Q3",69.0],["2023Q3",75.0]]}
-{"code":"PMQ06.Y0900","dimensions":{"C02601V03156":"Y0900","STATISTIC":"PMQ06"},"observations":[["PERIOD","VALUE"],["2005Q1",60.7],["2005Q4",66.0],["2007Q1",59.7],["2008Q1",61.2],["2009Q4",58.1],["2015Q4",52.1],["2018Q3",62.6],["2019Q3",65.2],["2020Q3",75.1],["2021Q3",75.2],["2022Q3",72.0],["2023Q3",70.0]]}
-{"code":"PMQ06.Y3500","dimensions":{"C02601V03156":"Y3500","STATISTIC":"PMQ06"},"observations":[["PERIOD","VALUE"],["2005Q1",78.0],["2005Q4",78.2],["2007Q1",76.5],["2008Q1",80.5],["2009Q4",82.8],["2015Q4",75.2],["2018Q3",85.9],["2019Q3",85.7],["2020Q3",90.1],["2021Q3",83.1],["2022Q3",90.0],["2023Q3",88.0]]}
-{"code":"PMQ06.Y7500","dimensions":{"C02601V03156":"Y7500","STATISTIC":"PMQ06"},"observations":[["PERIOD","VALUE"],["2005Q1",34.2],["2005Q4",34.2],["2007Q1",29.0],["2008Q1",30.2],["2009Q4",27.0],["2015Q4",23.3],["2018Q3",33.1],["2019Q3",36.4],["2020Q3",35.0],["2021Q3",38.9],["2022Q3",38.0],["2023Q3",38.0]]}
+{"code":"PMQ06.A","dimensions":{"C02601V03156":"A","STATISTIC":"PMQ06"},"observations":[["PERIOD","VALUE"],["2005Q1",36.8],["2005Q4",35.7],["2007Q1",36.0],["2008Q1",44.9],["2009Q4",24.1],["2015Q4",28.5],["2018Q3",45.2],["2019Q3",40.7],["2020Q3",48.8],["2021Q3",54.0],["2022Q3",50.0],["2023Q3",45.0],["2024Q3",52.0]]}
+{"code":"PMQ06.F","dimensions":{"C02601V03156":"F","STATISTIC":"PMQ06"},"observations":[["PERIOD","VALUE"],["2005Q1",41.6],["2005Q4",46.1],["2007Q1",44.8],["2008Q1",47.5],["2009Q4",44.0],["2015Q4",34.1],["2018Q3",49.5],["2019Q3",52.4],["2020Q3",61.8],["2021Q3",60.2],["2022Q3",56.0],["2023Q3",58.0],["2024Q3",57.0]]}
+{"code":"PMQ06.G","dimensions":{"C02601V03156":"G","STATISTIC":"PMQ06"},"observations":[["PERIOD","VALUE"],["2005Q1",35.1],["2005Q4",39.3],["2007Q1",38.9],["2008Q1",36.2],["2009Q4",29.6],["2015Q4",26.5],["2018Q3",37.8],["2019Q3",39.3],["2020Q3",41.7],["2021Q3",41.2],["2022Q3",48.0],["2023Q3",51.0],["2024Q3",45.0]]}
+{"code":"PMQ06.H","dimensions":{"C02601V03156":"H","STATISTIC":"PMQ06"},"observations":[["PERIOD","VALUE"],["2005Q1",59.6],["2005Q4",60.6],["2007Q1",55.3],["2008Q1",53.3],["2009Q4",54.7],["2015Q4",42.6],["2018Q3",64.8],["2019Q3",63.5],["2020Q3",67.0],["2021Q3",59.6],["2022Q3",67.0],["2023Q3",60.0],["2024Q3",65.0]]}
+{"code":"PMQ06.I","dimensions":{"C02601V03156":"I","STATISTIC":"PMQ06"},"observations":[["PERIOD","VALUE"],["2005Q1",20.8],["2005Q4",23.7],["2007Q1",19.9],["2008Q1",22.7],["2009Q4",17.3],["2015Q4",13.1],["2018Q3",15.9],["2019Q3",17.7],["2020Q3",21.1],["2021Q3",19.9],["2022Q3",24.0],["2023Q3",32.0],["2024Q3",24.0]]}
+{"code":"PMQ06.J","dimensions":{"C02601V03156":"J","STATISTIC":"PMQ06"},"observations":[["PERIOD","VALUE"],["2005Q1",60.9],["2005Q4",67.3],["2007Q1",61.5],["2008Q1",63.5],["2009Q4",58.3],["2015Q4",58.9],["2018Q3",63.1],["2019Q3",67.2],["2020Q3",73.5],["2021Q3",71.9],["2022Q3",79.0],["2023Q3",80.0],["2024Q3",79.0]]}
+{"code":"PMQ06.M","dimensions":{"C02601V03156":"M","STATISTIC":"PMQ06"},"observations":[["PERIOD","VALUE"],["2005Q1",55.7],["2005Q4",59.5],["2007Q1",56.3],["2008Q1",56.0],["2009Q4",61.5],["2015Q4",49.5],["2018Q3",62.0],["2019Q3",64.1],["2020Q3",62.5],["2021Q3",67.9],["2022Q3",70.0],["2023Q3",66.0],["2024Q3",71.0]]}
+{"code":"PMQ06.N","dimensions":{"C02601V03156":"N","STATISTIC":"PMQ06"},"observations":[["PERIOD","VALUE"],["2005Q1",30.2],["2005Q4",37.2],["2007Q1",35.8],["2008Q1",37.9],["2009Q4",29.1],["2015Q4",24.9],["2018Q3",38.8],["2019Q3",45.3],["2020Q3",49.7],["2021Q3",47.7],["2022Q3",53.0],["2023Q3",57.0],["2024Q3",45.0]]}
+{"code":"PMQ06.O","dimensions":{"C02601V03156":"O","STATISTIC":"PMQ06"},"observations":[["PERIOD","VALUE"],["2005Q1",91.0],["2005Q4",93.4],["2007Q1",93.0],["2008Q1",93.6],["2009Q4",93.3],["2015Q4",89.1],["2018Q3",92.2],["2019Q3",93.0],["2020Q3",95.8],["2021Q3",95.4],["2022Q3",98.0],["2023Q3",97.0],["2024Q3",95.0]]}
+{"code":"PMQ06.P","dimensions":{"C02601V03156":"P","STATISTIC":"PMQ06"},"observations":[["PERIOD","VALUE"],["2005Q1",67.4],["2005Q4",72.2],["2007Q1",74.0],["2008Q1",76.1],["2009Q4",75.0],["2015Q4",72.6],["2018Q3",80.5],["2019Q3",83.8],["2020Q3",86.2],["2021Q3",84.9],["2022Q3",85.0],["2023Q3",83.0],["2024Q3",91.0]]}
+{"code":"PMQ06.Q","dimensions":{"C02601V03156":"Q","STATISTIC":"PMQ06"},"observations":[["PERIOD","VALUE"],["2005Q1",61.0],["2005Q4",63.0],["2007Q1",59.7],["2008Q1",56.7],["2009Q4",57.3],["2015Q4",58.5],["2018Q3",62.1],["2019Q3",66.4],["2020Q3",68.7],["2021Q3",71.7],["2022Q3",69.0],["2023Q3",75.0],["2024Q3",71.0]]}
+{"code":"PMQ06.Y0900","dimensions":{"C02601V03156":"Y0900","STATISTIC":"PMQ06"},"observations":[["PERIOD","VALUE"],["2005Q1",60.7],["2005Q4",66.0],["2007Q1",59.7],["2008Q1",61.2],["2009Q4",58.1],["2015Q4",52.1],["2018Q3",62.6],["2019Q3",65.2],["2020Q3",75.1],["2021Q3",75.2],["2022Q3",72.0],["2023Q3",70.0],["2024Q3",72.0]]}
+{"code":"PMQ06.Y3500","dimensions":{"C02601V03156":"Y3500","STATISTIC":"PMQ06"},"observations":[["PERIOD","VALUE"],["2005Q1",78.0],["2005Q4",78.2],["2007Q1",76.5],["2008Q1",80.5],["2009Q4",82.8],["2015Q4",75.2],["2018Q3",85.9],["2019Q3",85.7],["2020Q3",90.1],["2021Q3",83.1],["2022Q3",90.0],["2023Q3",88.0],["2024Q3",92.0]]}
+{"code":"PMQ06.Y7500","dimensions":{"C02601V03156":"Y7500","STATISTIC":"PMQ06"},"observations":[["PERIOD","VALUE"],["2005Q1",34.2],["2005Q4",34.2],["2007Q1",29.0],["2008Q1",30.2],["2009Q4",27.0],["2015Q4",23.3],["2018Q3",33.1],["2019Q3",36.4],["2020Q3",35.0],["2021Q3",38.9],["2022Q3",38.0],["2023Q3",38.0],["2024Q3",41.0]]}
+{"code":"PMQ06C02.A","dimensions":{"C02601V03156":"A","STATISTIC":"PMQ06C02"},"observations":[["PERIOD","VALUE"],["2005Q1","NA"],["2005Q4","NA"],["2007Q1","NA"],["2008Q1","NA"],["2009Q4","NA"],["2015Q4","NA"],["2018Q3","NA"],["2019Q3","NA"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3",38.0],["2023Q3",33.0],["2024Q3",33.0]]}
+{"code":"PMQ06C02.F","dimensions":{"C02601V03156":"F","STATISTIC":"PMQ06C02"},"observations":[["PERIOD","VALUE"],["2005Q1","NA"],["2005Q4","NA"],["2007Q1","NA"],["2008Q1","NA"],["2009Q4","NA"],["2015Q4","NA"],["2018Q3","NA"],["2019Q3","NA"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3",43.0],["2023Q3",41.0],["2024Q3",44.0]]}
+{"code":"PMQ06C02.G","dimensions":{"C02601V03156":"G","STATISTIC":"PMQ06C02"},"observations":[["PERIOD","VALUE"],["2005Q1","NA"],["2005Q4","NA"],["2007Q1","NA"],["2008Q1","NA"],["2009Q4","NA"],["2015Q4","NA"],["2018Q3","NA"],["2019Q3","NA"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3",39.0],["2023Q3",38.0],["2024Q3",35.0]]}
+{"code":"PMQ06C02.H","dimensions":{"C02601V03156":"H","STATISTIC":"PMQ06C02"},"observations":[["PERIOD","VALUE"],["2005Q1","NA"],["2005Q4","NA"],["2007Q1","NA"],["2008Q1","NA"],["2009Q4","NA"],["2015Q4","NA"],["2018Q3","NA"],["2019Q3","NA"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3",52.0],["2023Q3",47.0],["2024Q3",52.0]]}
+{"code":"PMQ06C02.I","dimensions":{"C02601V03156":"I","STATISTIC":"PMQ06C02"},"observations":[["PERIOD","VALUE"],["2005Q1","NA"],["2005Q4","NA"],["2007Q1","NA"],["2008Q1","NA"],["2009Q4","NA"],["2015Q4","NA"],["2018Q3","NA"],["2019Q3","NA"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3",10.0],["2023Q3",20.0],["2024Q3",18.0]]}
+{"code":"PMQ06C02.J","dimensions":{"C02601V03156":"J","STATISTIC":"PMQ06C02"},"observations":[["PERIOD","VALUE"],["2005Q1","NA"],["2005Q4","NA"],["2007Q1","NA"],["2008Q1","NA"],["2009Q4","NA"],["2015Q4","NA"],["2018Q3","NA"],["2019Q3","NA"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3",69.0],["2023Q3",70.0],["2024Q3",70.0]]}
+{"code":"PMQ06C02.M","dimensions":{"C02601V03156":"M","STATISTIC":"PMQ06C02"},"observations":[["PERIOD","VALUE"],["2005Q1","NA"],["2005Q4","NA"],["2007Q1","NA"],["2008Q1","NA"],["2009Q4","NA"],["2015Q4","NA"],["2018Q3","NA"],["2019Q3","NA"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3",53.0],["2023Q3",52.0],["2024Q3",58.0]]}
+{"code":"PMQ06C02.N","dimensions":{"C02601V03156":"N","STATISTIC":"PMQ06C02"},"observations":[["PERIOD","VALUE"],["2005Q1","NA"],["2005Q4","NA"],["2007Q1","NA"],["2008Q1","NA"],["2009Q4","NA"],["2015Q4","NA"],["2018Q3","NA"],["2019Q3","NA"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3",35.0],["2023Q3",36.0],["2024Q3",33.0]]}
+{"code":"PMQ06C02.O","dimensions":{"C02601V03156":"O","STATISTIC":"PMQ06C02"},"observations":[["PERIOD","VALUE"],["2005Q1","NA"],["2005Q4","NA"],["2007Q1","NA"],["2008Q1","NA"],["2009Q4","NA"],["2015Q4","NA"],["2018Q3","NA"],["2019Q3","NA"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3",95.0],["2023Q3",95.0],["2024Q3",94.0]]}
+{"code":"PMQ06C02.P","dimensions":{"C02601V03156":"P","STATISTIC":"PMQ06C02"},"observations":[["PERIOD","VALUE"],["2005Q1","NA"],["2005Q4","NA"],["2007Q1","NA"],["2008Q1","NA"],["2009Q4","NA"],["2015Q4","NA"],["2018Q3","NA"],["2019Q3","NA"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3",80.0],["2023Q3",77.0],["2024Q3",86.0]]}
+{"code":"PMQ06C02.Q","dimensions":{"C02601V03156":"Q","STATISTIC":"PMQ06C02"},"observations":[["PERIOD","VALUE"],["2005Q1","NA"],["2005Q4","NA"],["2007Q1","NA"],["2008Q1","NA"],["2009Q4","NA"],["2015Q4","NA"],["2018Q3","NA"],["2019Q3","NA"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3",60.0],["2023Q3",65.0],["2024Q3",65.0]]}
+{"code":"PMQ06C02.Y0900","dimensions":{"C02601V03156":"Y0900","STATISTIC":"PMQ06C02"},"observations":[["PERIOD","VALUE"],["2005Q1","NA"],["2005Q4","NA"],["2007Q1","NA"],["2008Q1","NA"],["2009Q4","NA"],["2015Q4","NA"],["2018Q3","NA"],["2019Q3","NA"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3",63.0],["2023Q3",62.0],["2024Q3",65.0]]}
+{"code":"PMQ06C02.Y3500","dimensions":{"C02601V03156":"Y3500","STATISTIC":"PMQ06C02"},"observations":[["PERIOD","VALUE"],["2005Q1","NA"],["2005Q4","NA"],["2007Q1","NA"],["2008Q1","NA"],["2009Q4","NA"],["2015Q4","NA"],["2018Q3","NA"],["2019Q3","NA"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3",84.0],["2023Q3",80.0],["2024Q3",85.0]]}
+{"code":"PMQ06C02.Y7500","dimensions":{"C02601V03156":"Y7500","STATISTIC":"PMQ06C02"},"observations":[["PERIOD","VALUE"],["2005Q1","NA"],["2005Q4","NA"],["2007Q1","NA"],["2008Q1","NA"],["2009Q4","NA"],["2015Q4","NA"],["2018Q3","NA"],["2019Q3","NA"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3",25.0],["2023Q3",22.0],["2024Q3",29.0]]}
diff --git a/PMQ07/dataset.json b/PMQ07/dataset.json
index b0d692e545bfebf6de260e453323687335b0f9e3..50bebe49b5e47a0aa7ab32ae7bcb66ff9a6f026b 100644
--- a/PMQ07/dataset.json
+++ b/PMQ07/dataset.json
@@ -6,7 +6,7 @@
   ],
   "dimensions_labels": {
     "C03288V03961": "Broad Occupational Group",
-    "STATISTIC": "STATISTIC"
+    "STATISTIC": "Statistic"
   },
   "dimensions_values_labels": {
     "C03288V03961": [
@@ -55,14 +55,18 @@
       [
         "PMQ07",
         "Pension coverage in the State for persons in employment (ILO) aged 20 to 69 years"
+      ],
+      [
+        "PMQ07C02",
+        "Occupational pensions from current employment and personal pensions in contribution"
       ]
     ]
   },
   "name": "Pension coverage in the State for persons in employment (ILO) aged 20 to 69 years",
   "notes": [
-    "Q3 2018 includes occupational pension coverage from current/previous employments and personal pensions, including deferred pensions in draw down mode. Pension coverage prior to Q3 2018 includes persons with either an occupational pension, a personal pension, or both. <br /><br />Please note data may not add to 100% due to rounding issues. <br /><br />The compositional effect on survey results due to changes in employment in certain sectors as a result of the COVID-19 pandemic is detailed in the Background Notes. <br /><br />Includes occupational pensions from current/previous employments and personal pensions, including deferred pensions and pensions in draw-down mode. <br />.. Sample occurrence too small for estimation.",
+    "Q3 2018 includes occupational pension coverage from current/previous employments and personal pensions, including deferred pensions in draw down mode. Pension coverage prior to Q3 2018 includes persons with either an occupational pension, a personal pension, or both.<br />Please note data may not add to 100% due to rounding issues.<br />The compositional effect on survey results due to changes in employment in certain sectors as a result of the COVID-19 pandemic is detailed in the Background Notes.<br />Includes occupational pensions from current/previous employments and personal pensions, including deferred pensions and pensions in draw-down mode.<br />.. Sample occurrence too small for estimation.<br />Refer to Background Notes for the definition of the ILO Labour Force classification of persons in employment.<br />Elementary occupations involve the performance of simple and routine tasks which may require the use of hand-held tools and considerable physical effort. Examples include cleaning, restocking supplies and performing basic maintenance tasks, helping in kitchens and performing simple tasks in food preparation, delivering messages or goods, etc.<br />19 December 2024 - The Statistic &#39;Pension coverage in the State for persons in employment (ILO) aged 20 to 69 years&#39; = &#39;Occupational pensions from current/previous employments and personal pensions in contribution&#39; which is covered by the footnote &#39;Includes occupational pensions from current/previous employments and personal pensions, including deferred pensions and pensions in draw-down mode.&#39;",
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/housingandhouseholds/pensioncoverage/\">statistical release page</a> on our website"
   ],
   "source_href": "https://data.cso.ie/table/PMQ07",
-  "updated_at": "2024-02-26T11:00:00Z"
+  "updated_at": "2024-12-19T11:00:00Z"
 }
\ No newline at end of file
diff --git a/PMQ07/series.jsonl b/PMQ07/series.jsonl
index 8e9f9c5517499f6db404826a45293a997c1d93ca..cbca48665e64b580464c37366b59711e69fe8d39 100644
--- a/PMQ07/series.jsonl
+++ b/PMQ07/series.jsonl
@@ -1,10 +1,20 @@
-{"code":"PMQ07.1","dimensions":{"C03288V03961":"1","STATISTIC":"PMQ07"},"observations":[["PERIOD","VALUE"],["2005Q1","NA"],["2005Q4","NA"],["2007Q1","NA"],["2008Q1",65.4],["2009Q4",63.9],["2015Q4",53.1],["2018Q3",69.1],["2019Q3",71.7],["2020Q3",69.2],["2021Q3",75.4],["2022Q3",72.0],["2023Q3",77.0]]}
-{"code":"PMQ07.2","dimensions":{"C03288V03961":"2","STATISTIC":"PMQ07"},"observations":[["PERIOD","VALUE"],["2005Q1","NA"],["2005Q4","NA"],["2007Q1","NA"],["2008Q1",75.3],["2009Q4",77.1],["2015Q4",74.8],["2018Q3",80.0],["2019Q3",84.0],["2020Q3",86.4],["2021Q3",80.7],["2022Q3",82.0],["2023Q3",83.0]]}
-{"code":"PMQ07.3","dimensions":{"C03288V03961":"3","STATISTIC":"PMQ07"},"observations":[["PERIOD","VALUE"],["2005Q1","NA"],["2005Q4","NA"],["2007Q1","NA"],["2008Q1",64.8],["2009Q4",62.6],["2015Q4",60.0],["2018Q3",68.5],["2019Q3",69.3],["2020Q3",75.9],["2021Q3",73.2],["2022Q3",77.0],["2023Q3",75.0]]}
-{"code":"PMQ07.4","dimensions":{"C03288V03961":"4","STATISTIC":"PMQ07"},"observations":[["PERIOD","VALUE"],["2005Q1","NA"],["2005Q4","NA"],["2007Q1","NA"],["2008Q1",61.3],["2009Q4",62.2],["2015Q4",57.1],["2018Q3",62.6],["2019Q3",65.4],["2020Q3",67.9],["2021Q3",66.7],["2022Q3",69.0],["2023Q3",66.0]]}
-{"code":"PMQ07.5","dimensions":{"C03288V03961":"5","STATISTIC":"PMQ07"},"observations":[["PERIOD","VALUE"],["2005Q1","NA"],["2005Q4","NA"],["2007Q1","NA"],["2008Q1",47.4],["2009Q4",39.5],["2015Q4",33.1],["2018Q3",41.6],["2019Q3",45.3],["2020Q3",54.0],["2021Q3",42.9],["2022Q3",43.0],["2023Q3",48.0]]}
-{"code":"PMQ07.6","dimensions":{"C03288V03961":"6","STATISTIC":"PMQ07"},"observations":[["PERIOD","VALUE"],["2005Q1","NA"],["2005Q4","NA"],["2007Q1","NA"],["2008Q1",36.3],["2009Q4",38.8],["2015Q4",32.3],["2018Q3",40.2],["2019Q3",43.0],["2020Q3",46.3],["2021Q3",50.0],["2022Q3",51.0],["2023Q3",44.0]]}
-{"code":"PMQ07.7","dimensions":{"C03288V03961":"7","STATISTIC":"PMQ07"},"observations":[["PERIOD","VALUE"],["2005Q1","NA"],["2005Q4","NA"],["2007Q1","NA"],["2008Q1",28.9],["2009Q4",24.2],["2015Q4",17.8],["2018Q3",26.9],["2019Q3",31.2],["2020Q3",34.0],["2021Q3",40.2],["2022Q3",53.0],["2023Q3",58.0]]}
-{"code":"PMQ07.8","dimensions":{"C03288V03961":"8","STATISTIC":"PMQ07"},"observations":[["PERIOD","VALUE"],["2005Q1","NA"],["2005Q4","NA"],["2007Q1","NA"],["2008Q1",50.4],["2009Q4",40.6],["2015Q4",37.6],["2018Q3",54.2],["2019Q3",54.4],["2020Q3",55.8],["2021Q3",53.1],["2022Q3",54.0],["2023Q3",54.0]]}
-{"code":"PMQ07.9","dimensions":{"C03288V03961":"9","STATISTIC":"PMQ07"},"observations":[["PERIOD","VALUE"],["2005Q1","NA"],["2005Q4","NA"],["2007Q1","NA"],["2008Q1",33.2],["2009Q4",28.5],["2015Q4",22.3],["2018Q3",26.7],["2019Q3",27.5],["2020Q3",31.9],["2021Q3",34.8],["2022Q3",37.0],["2023Q3",40.0]]}
-{"code":"PMQ07.X1","dimensions":{"C03288V03961":"X1","STATISTIC":"PMQ07"},"observations":[["PERIOD","VALUE"],["2005Q1","NA"],["2005Q4","NA"],["2007Q1","NA"],["2008Q1","NA"],["2009Q4","NA"],["2015Q4","NA"],["2018Q3",47.3],["2019Q3","NA"],["2020Q3","NA"],["2021Q3",92.4],["2022Q3","NA"],["2023Q3","NA"]]}
+{"code":"PMQ07.1","dimensions":{"C03288V03961":"1","STATISTIC":"PMQ07"},"observations":[["PERIOD","VALUE"],["2005Q1","NA"],["2005Q4","NA"],["2007Q1","NA"],["2008Q1",65.4],["2009Q4",63.9],["2015Q4",53.1],["2018Q3",69.1],["2019Q3",71.7],["2020Q3",69.2],["2021Q3",75.4],["2022Q3",72.0],["2023Q3",77.0],["2024Q3",76.0]]}
+{"code":"PMQ07.2","dimensions":{"C03288V03961":"2","STATISTIC":"PMQ07"},"observations":[["PERIOD","VALUE"],["2005Q1","NA"],["2005Q4","NA"],["2007Q1","NA"],["2008Q1",75.3],["2009Q4",77.1],["2015Q4",74.8],["2018Q3",80.0],["2019Q3",84.0],["2020Q3",86.4],["2021Q3",80.7],["2022Q3",82.0],["2023Q3",83.0],["2024Q3",84.0]]}
+{"code":"PMQ07.3","dimensions":{"C03288V03961":"3","STATISTIC":"PMQ07"},"observations":[["PERIOD","VALUE"],["2005Q1","NA"],["2005Q4","NA"],["2007Q1","NA"],["2008Q1",64.8],["2009Q4",62.6],["2015Q4",60.0],["2018Q3",68.5],["2019Q3",69.3],["2020Q3",75.9],["2021Q3",73.2],["2022Q3",77.0],["2023Q3",75.0],["2024Q3",76.0]]}
+{"code":"PMQ07.4","dimensions":{"C03288V03961":"4","STATISTIC":"PMQ07"},"observations":[["PERIOD","VALUE"],["2005Q1","NA"],["2005Q4","NA"],["2007Q1","NA"],["2008Q1",61.3],["2009Q4",62.2],["2015Q4",57.1],["2018Q3",62.6],["2019Q3",65.4],["2020Q3",67.9],["2021Q3",66.7],["2022Q3",69.0],["2023Q3",66.0],["2024Q3",66.0]]}
+{"code":"PMQ07.5","dimensions":{"C03288V03961":"5","STATISTIC":"PMQ07"},"observations":[["PERIOD","VALUE"],["2005Q1","NA"],["2005Q4","NA"],["2007Q1","NA"],["2008Q1",47.4],["2009Q4",39.5],["2015Q4",33.1],["2018Q3",41.6],["2019Q3",45.3],["2020Q3",54.0],["2021Q3",42.9],["2022Q3",43.0],["2023Q3",48.0],["2024Q3",43.0]]}
+{"code":"PMQ07.6","dimensions":{"C03288V03961":"6","STATISTIC":"PMQ07"},"observations":[["PERIOD","VALUE"],["2005Q1","NA"],["2005Q4","NA"],["2007Q1","NA"],["2008Q1",36.3],["2009Q4",38.8],["2015Q4",32.3],["2018Q3",40.2],["2019Q3",43.0],["2020Q3",46.3],["2021Q3",50.0],["2022Q3",51.0],["2023Q3",44.0],["2024Q3",47.0]]}
+{"code":"PMQ07.7","dimensions":{"C03288V03961":"7","STATISTIC":"PMQ07"},"observations":[["PERIOD","VALUE"],["2005Q1","NA"],["2005Q4","NA"],["2007Q1","NA"],["2008Q1",28.9],["2009Q4",24.2],["2015Q4",17.8],["2018Q3",26.9],["2019Q3",31.2],["2020Q3",34.0],["2021Q3",40.2],["2022Q3",53.0],["2023Q3",58.0],["2024Q3",57.0]]}
+{"code":"PMQ07.8","dimensions":{"C03288V03961":"8","STATISTIC":"PMQ07"},"observations":[["PERIOD","VALUE"],["2005Q1","NA"],["2005Q4","NA"],["2007Q1","NA"],["2008Q1",50.4],["2009Q4",40.6],["2015Q4",37.6],["2018Q3",54.2],["2019Q3",54.4],["2020Q3",55.8],["2021Q3",53.1],["2022Q3",54.0],["2023Q3",54.0],["2024Q3",56.0]]}
+{"code":"PMQ07.9","dimensions":{"C03288V03961":"9","STATISTIC":"PMQ07"},"observations":[["PERIOD","VALUE"],["2005Q1","NA"],["2005Q4","NA"],["2007Q1","NA"],["2008Q1",33.2],["2009Q4",28.5],["2015Q4",22.3],["2018Q3",26.7],["2019Q3",27.5],["2020Q3",31.9],["2021Q3",34.8],["2022Q3",37.0],["2023Q3",40.0],["2024Q3",36.0]]}
+{"code":"PMQ07.X1","dimensions":{"C03288V03961":"X1","STATISTIC":"PMQ07"},"observations":[["PERIOD","VALUE"],["2005Q1","NA"],["2005Q4","NA"],["2007Q1","NA"],["2008Q1","NA"],["2009Q4","NA"],["2015Q4","NA"],["2018Q3",47.3],["2019Q3","NA"],["2020Q3","NA"],["2021Q3",92.4],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ07C02.1","dimensions":{"C03288V03961":"1","STATISTIC":"PMQ07C02"},"observations":[["PERIOD","VALUE"],["2005Q1","NA"],["2005Q4","NA"],["2007Q1","NA"],["2008Q1","NA"],["2009Q4","NA"],["2015Q4","NA"],["2018Q3","NA"],["2019Q3","NA"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3",60.0],["2023Q3",66.0],["2024Q3",66.0]]}
+{"code":"PMQ07C02.2","dimensions":{"C03288V03961":"2","STATISTIC":"PMQ07C02"},"observations":[["PERIOD","VALUE"],["2005Q1","NA"],["2005Q4","NA"],["2007Q1","NA"],["2008Q1","NA"],["2009Q4","NA"],["2015Q4","NA"],["2018Q3","NA"],["2019Q3","NA"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3",75.0],["2023Q3",75.0],["2024Q3",77.0]]}
+{"code":"PMQ07C02.3","dimensions":{"C03288V03961":"3","STATISTIC":"PMQ07C02"},"observations":[["PERIOD","VALUE"],["2005Q1","NA"],["2005Q4","NA"],["2007Q1","NA"],["2008Q1","NA"],["2009Q4","NA"],["2015Q4","NA"],["2018Q3","NA"],["2019Q3","NA"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3",67.0],["2023Q3",65.0],["2024Q3",69.0]]}
+{"code":"PMQ07C02.4","dimensions":{"C03288V03961":"4","STATISTIC":"PMQ07C02"},"observations":[["PERIOD","VALUE"],["2005Q1","NA"],["2005Q4","NA"],["2007Q1","NA"],["2008Q1","NA"],["2009Q4","NA"],["2015Q4","NA"],["2018Q3","NA"],["2019Q3","NA"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3",59.0],["2023Q3",55.0],["2024Q3",53.0]]}
+{"code":"PMQ07C02.5","dimensions":{"C03288V03961":"5","STATISTIC":"PMQ07C02"},"observations":[["PERIOD","VALUE"],["2005Q1","NA"],["2005Q4","NA"],["2007Q1","NA"],["2008Q1","NA"],["2009Q4","NA"],["2015Q4","NA"],["2018Q3","NA"],["2019Q3","NA"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3",36.0],["2023Q3",35.0],["2024Q3",37.0]]}
+{"code":"PMQ07C02.6","dimensions":{"C03288V03961":"6","STATISTIC":"PMQ07C02"},"observations":[["PERIOD","VALUE"],["2005Q1","NA"],["2005Q4","NA"],["2007Q1","NA"],["2008Q1","NA"],["2009Q4","NA"],["2015Q4","NA"],["2018Q3","NA"],["2019Q3","NA"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3",36.0],["2023Q3",30.0],["2024Q3",28.0]]}
+{"code":"PMQ07C02.7","dimensions":{"C03288V03961":"7","STATISTIC":"PMQ07C02"},"observations":[["PERIOD","VALUE"],["2005Q1","NA"],["2005Q4","NA"],["2007Q1","NA"],["2008Q1","NA"],["2009Q4","NA"],["2015Q4","NA"],["2018Q3","NA"],["2019Q3","NA"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3",43.0],["2023Q3",42.0],["2024Q3",46.0]]}
+{"code":"PMQ07C02.8","dimensions":{"C03288V03961":"8","STATISTIC":"PMQ07C02"},"observations":[["PERIOD","VALUE"],["2005Q1","NA"],["2005Q4","NA"],["2007Q1","NA"],["2008Q1","NA"],["2009Q4","NA"],["2015Q4","NA"],["2018Q3","NA"],["2019Q3","NA"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3",43.0],["2023Q3",43.0],["2024Q3",44.0]]}
+{"code":"PMQ07C02.9","dimensions":{"C03288V03961":"9","STATISTIC":"PMQ07C02"},"observations":[["PERIOD","VALUE"],["2005Q1","NA"],["2005Q4","NA"],["2007Q1","NA"],["2008Q1","NA"],["2009Q4","NA"],["2015Q4","NA"],["2018Q3","NA"],["2019Q3","NA"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3",29.0],["2023Q3",28.0],["2024Q3",30.0]]}
+{"code":"PMQ07C02.X1","dimensions":{"C03288V03961":"X1","STATISTIC":"PMQ07C02"},"observations":[["PERIOD","VALUE"],["2005Q1","NA"],["2005Q4","NA"],["2007Q1","NA"],["2008Q1","NA"],["2009Q4","NA"],["2015Q4","NA"],["2018Q3","NA"],["2019Q3","NA"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
diff --git a/PMQ08/dataset.json b/PMQ08/dataset.json
index 669490f16b9b852412420271d4c63bfad222a2db..777d3d73d2dcc391961acf418c3246e9fe16bed5 100644
--- a/PMQ08/dataset.json
+++ b/PMQ08/dataset.json
@@ -2,16 +2,20 @@
   "code": "PMQ08",
   "dimensions_codes_order": [
     "STATISTIC",
-    "C02199V02655",
-    "C03324V04011"
+    "C03324V04011",
+    "C02199V02655"
   ],
   "dimensions_labels": {
     "C02199V02655": "Sex",
     "C03324V04011": "Type of Pension",
-    "STATISTIC": "STATISTIC"
+    "STATISTIC": "Statistic"
   },
   "dimensions_values_labels": {
     "C02199V02655": [
+      [
+        "-",
+        "Both sexes"
+      ],
       [
         "1",
         "Male"
@@ -48,9 +52,9 @@
   },
   "name": "Persons in employment (ILO) aged 20 to 69 years with a pension",
   "notes": [
-    "Please note data may not add to 100% due to rounding issues. <br />These age categories relate to the targets set by the National Pensions Policy Initiative.<br />The mode effect due to change in data collection mode may cause some variation in survey results and is detailed in the Background Notes.",
+    "Please note data may not add to 100% due to rounding issues.<br /><br />Refer to Background Notes for the definition of the ILO Labour Force classification of persons in employment.<br /><br />These age categories relate to the targets set by the National Pensions Policy Initiative.<br />The mode effect due to change in data collection mode may cause some variation in survey results and is detailed in the Background Notes.",
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/housingandhouseholds/pensioncoverage/\">statistical release page </a>on our website"
   ],
   "source_href": "https://data.cso.ie/table/PMQ08",
-  "updated_at": "2024-02-26T11:00:00Z"
+  "updated_at": "2024-12-19T11:00:00Z"
 }
\ No newline at end of file
diff --git a/PMQ08/series.jsonl b/PMQ08/series.jsonl
index 3f050a3b4dcf607d65b4bc699eb83e45e0454939..910a4f30a01aba0d97a9e827b730f5af0e261795 100644
--- a/PMQ08/series.jsonl
+++ b/PMQ08/series.jsonl
@@ -1,8 +1,12 @@
-{"code":"PMQ08.1.-","dimensions":{"C02199V02655":"1","C03324V04011":"-","STATISTIC":"PMQ08"},"observations":[["PERIOD","VALUE"],["2009Q4",100.0],["2015Q4",100.0],["2018Q3",100.0],["2019Q3",100.0],["2020Q3",100.0],["2021Q3",100.0],["2022Q3",100.0],["2023Q3",100.0]]}
-{"code":"PMQ08.1.01","dimensions":{"C02199V02655":"1","C03324V04011":"01","STATISTIC":"PMQ08"},"observations":[["PERIOD","VALUE"],["2009Q4",70.4],["2015Q4",67.6],["2018Q3",57.5],["2019Q3",57.2],["2020Q3",65.4],["2021Q3",68.8],["2022Q3",68.0],["2023Q3",66.0]]}
-{"code":"PMQ08.1.02","dimensions":{"C02199V02655":"1","C03324V04011":"02","STATISTIC":"PMQ08"},"observations":[["PERIOD","VALUE"],["2009Q4",24.4],["2015Q4",24.5],["2018Q3",20.6],["2019Q3",18.2],["2020Q3",15.3],["2021Q3",14.4],["2022Q3",14.0],["2023Q3",13.0]]}
-{"code":"PMQ08.1.03","dimensions":{"C02199V02655":"1","C03324V04011":"03","STATISTIC":"PMQ08"},"observations":[["PERIOD","VALUE"],["2009Q4",5.2],["2015Q4",7.9],["2018Q3",21.8],["2019Q3",24.5],["2020Q3",19.4],["2021Q3",16.8],["2022Q3",18.0],["2023Q3",22.0]]}
-{"code":"PMQ08.2.-","dimensions":{"C02199V02655":"2","C03324V04011":"-","STATISTIC":"PMQ08"},"observations":[["PERIOD","VALUE"],["2009Q4",100.0],["2015Q4",100.0],["2018Q3",100.0],["2019Q3",100.0],["2020Q3",100.0],["2021Q3",100.0],["2022Q3",100.0],["2023Q3",100.0]]}
-{"code":"PMQ08.2.01","dimensions":{"C02199V02655":"2","C03324V04011":"01","STATISTIC":"PMQ08"},"observations":[["PERIOD","VALUE"],["2009Q4",84.2],["2015Q4",79.8],["2018Q3",71.1],["2019Q3",66.8],["2020Q3",75.1],["2021Q3",77.3],["2022Q3",79.0],["2023Q3",74.0]]}
-{"code":"PMQ08.2.02","dimensions":{"C02199V02655":"2","C03324V04011":"02","STATISTIC":"PMQ08"},"observations":[["PERIOD","VALUE"],["2009Q4",11.2],["2015Q4",10.8],["2018Q3",10.3],["2019Q3",11.3],["2020Q3",8.7],["2021Q3",7.9],["2022Q3",6.0],["2023Q3",7.0]]}
-{"code":"PMQ08.2.03","dimensions":{"C02199V02655":"2","C03324V04011":"03","STATISTIC":"PMQ08"},"observations":[["PERIOD","VALUE"],["2009Q4",4.6],["2015Q4",9.4],["2018Q3",18.5],["2019Q3",21.9],["2020Q3",16.2],["2021Q3",14.7],["2022Q3",15.0],["2023Q3",19.0]]}
+{"code":"PMQ08.-.-","dimensions":{"C02199V02655":"-","C03324V04011":"-","STATISTIC":"PMQ08"},"observations":[["PERIOD","VALUE"],["2009Q4","NA"],["2015Q4","NA"],["2018Q3","NA"],["2019Q3","NA"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3",100.0],["2023Q3",100.0],["2024Q3",100.0]]}
+{"code":"PMQ08.-.1","dimensions":{"C02199V02655":"1","C03324V04011":"-","STATISTIC":"PMQ08"},"observations":[["PERIOD","VALUE"],["2009Q4",100.0],["2015Q4",100.0],["2018Q3",100.0],["2019Q3",100.0],["2020Q3",100.0],["2021Q3",100.0],["2022Q3",100.0],["2023Q3",100.0],["2024Q3",100.0]]}
+{"code":"PMQ08.-.2","dimensions":{"C02199V02655":"2","C03324V04011":"-","STATISTIC":"PMQ08"},"observations":[["PERIOD","VALUE"],["2009Q4",100.0],["2015Q4",100.0],["2018Q3",100.0],["2019Q3",100.0],["2020Q3",100.0],["2021Q3",100.0],["2022Q3",100.0],["2023Q3",100.0],["2024Q3",100.0]]}
+{"code":"PMQ08.01.-","dimensions":{"C02199V02655":"-","C03324V04011":"01","STATISTIC":"PMQ08"},"observations":[["PERIOD","VALUE"],["2009Q4","NA"],["2015Q4","NA"],["2018Q3","NA"],["2019Q3","NA"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3",73.0],["2023Q3",70.0],["2024Q3",69.0]]}
+{"code":"PMQ08.01.1","dimensions":{"C02199V02655":"1","C03324V04011":"01","STATISTIC":"PMQ08"},"observations":[["PERIOD","VALUE"],["2009Q4",70.4],["2015Q4",67.6],["2018Q3",57.5],["2019Q3",57.2],["2020Q3",65.4],["2021Q3",68.8],["2022Q3",68.0],["2023Q3",66.0],["2024Q3",65.0]]}
+{"code":"PMQ08.01.2","dimensions":{"C02199V02655":"2","C03324V04011":"01","STATISTIC":"PMQ08"},"observations":[["PERIOD","VALUE"],["2009Q4",84.2],["2015Q4",79.8],["2018Q3",71.1],["2019Q3",66.8],["2020Q3",75.1],["2021Q3",77.3],["2022Q3",79.0],["2023Q3",74.0],["2024Q3",73.0]]}
+{"code":"PMQ08.02.-","dimensions":{"C02199V02655":"-","C03324V04011":"02","STATISTIC":"PMQ08"},"observations":[["PERIOD","VALUE"],["2009Q4","NA"],["2015Q4","NA"],["2018Q3","NA"],["2019Q3","NA"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3",10.0],["2023Q3",10.0],["2024Q3",11.0]]}
+{"code":"PMQ08.02.1","dimensions":{"C02199V02655":"1","C03324V04011":"02","STATISTIC":"PMQ08"},"observations":[["PERIOD","VALUE"],["2009Q4",24.4],["2015Q4",24.5],["2018Q3",20.6],["2019Q3",18.2],["2020Q3",15.3],["2021Q3",14.4],["2022Q3",14.0],["2023Q3",13.0],["2024Q3",13.0]]}
+{"code":"PMQ08.02.2","dimensions":{"C02199V02655":"2","C03324V04011":"02","STATISTIC":"PMQ08"},"observations":[["PERIOD","VALUE"],["2009Q4",11.2],["2015Q4",10.8],["2018Q3",10.3],["2019Q3",11.3],["2020Q3",8.7],["2021Q3",7.9],["2022Q3",6.0],["2023Q3",7.0],["2024Q3",9.0]]}
+{"code":"PMQ08.03.-","dimensions":{"C02199V02655":"-","C03324V04011":"03","STATISTIC":"PMQ08"},"observations":[["PERIOD","VALUE"],["2009Q4","NA"],["2015Q4","NA"],["2018Q3","NA"],["2019Q3","NA"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3",17.0],["2023Q3",20.0],["2024Q3",21.0]]}
+{"code":"PMQ08.03.1","dimensions":{"C02199V02655":"1","C03324V04011":"03","STATISTIC":"PMQ08"},"observations":[["PERIOD","VALUE"],["2009Q4",5.2],["2015Q4",7.9],["2018Q3",21.8],["2019Q3",24.5],["2020Q3",19.4],["2021Q3",16.8],["2022Q3",18.0],["2023Q3",22.0],["2024Q3",22.0]]}
+{"code":"PMQ08.03.2","dimensions":{"C02199V02655":"2","C03324V04011":"03","STATISTIC":"PMQ08"},"observations":[["PERIOD","VALUE"],["2009Q4",4.6],["2015Q4",9.4],["2018Q3",18.5],["2019Q3",21.9],["2020Q3",16.2],["2021Q3",14.7],["2022Q3",15.0],["2023Q3",19.0],["2024Q3",19.0]]}
diff --git a/PMQ09/dataset.json b/PMQ09/dataset.json
index 5925176c46d4d663152c862d5fa0fda43423ff5e..57c33e347531249b74d72b5a54d7e08c539332b2 100644
--- a/PMQ09/dataset.json
+++ b/PMQ09/dataset.json
@@ -60,9 +60,9 @@
   },
   "name": "Persons in employment (ILO) aged 20 to 69 years with a pension",
   "notes": [
-    "Please note data may not add to 100% due to rounding issues.<br />The mode effect due to change in data collection mode may cause some variation in survey results and is detailed in the Background Notes.<br />.. Sample occurrence too small for estimation.",
+    "Please note data may not add to 100% due to rounding issues.<br /><br />Refer to Background Notes for the definition of the ILO Labour Force classification of persons in employment.<br /><br />The mode effect due to change in data collection mode may cause some variation in survey results and is detailed in the Background Notes.<br />.. Sample occurrence too small for estimation.",
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/housingandhouseholds/pensioncoverage/\">statistical release page </a>on our website"
   ],
   "source_href": "https://data.cso.ie/table/PMQ09",
-  "updated_at": "2024-02-26T11:00:00Z"
+  "updated_at": "2024-12-19T11:00:00Z"
 }
\ No newline at end of file
diff --git a/PMQ09/series.jsonl b/PMQ09/series.jsonl
index 9e08ce000c09d7a63f5a21b7bc92ecb21395f2b5..fa7f5ae12fd91cdf3a5993a7d804a228928a503c 100644
--- a/PMQ09/series.jsonl
+++ b/PMQ09/series.jsonl
@@ -1,20 +1,20 @@
-{"code":"PMQ09.365.-","dimensions":{"C02076V02508":"365","C03324V04011":"-","STATISTIC":"PMQ09"},"observations":[["PERIOD","VALUE"],["2009Q4",100.0],["2015Q4",100.0],["2018Q3",100.0],["2019Q3",100.0],["2020Q3",100.0],["2021Q3",100.0],["2022Q3",100.0],["2023Q3",100.0]]}
-{"code":"PMQ09.365.01","dimensions":{"C02076V02508":"365","C03324V04011":"01","STATISTIC":"PMQ09"},"observations":[["PERIOD","VALUE"],["2009Q4",91.6],["2015Q4",89.7],["2018Q3",89.2],["2019Q3",68.9],["2020Q3","[90.2]"],["2021Q3",84.3],["2022Q3",86.0],["2023Q3",89.0]]}
-{"code":"PMQ09.365.02","dimensions":{"C02076V02508":"365","C03324V04011":"02","STATISTIC":"PMQ09"},"observations":[["PERIOD","VALUE"],["2009Q4",5.5],["2015Q4",5.2],["2018Q3",10.8],["2019Q3",16.6],["2020Q3","[9.4]"],["2021Q3",12.0],["2022Q3",14.0],["2023Q3",4.0]]}
-{"code":"PMQ09.365.03","dimensions":{"C02076V02508":"365","C03324V04011":"03","STATISTIC":"PMQ09"},"observations":[["PERIOD","VALUE"],["2009Q4",2.8],["2015Q4",5.1],["2018Q3",0.0],["2019Q3",14.5],["2020Q3","[9.8]"],["2021Q3",3.6],["2022Q3",0.0],["2023Q3",7.0]]}
-{"code":"PMQ09.415.-","dimensions":{"C02076V02508":"415","C03324V04011":"-","STATISTIC":"PMQ09"},"observations":[["PERIOD","VALUE"],["2009Q4",100.0],["2015Q4",100.0],["2018Q3",100.0],["2019Q3",100.0],["2020Q3",100.0],["2021Q3",100.0],["2022Q3",100.0],["2023Q3",100.0]]}
-{"code":"PMQ09.415.01","dimensions":{"C02076V02508":"415","C03324V04011":"01","STATISTIC":"PMQ09"},"observations":[["PERIOD","VALUE"],["2009Q4",85.4],["2015Q4",84.9],["2018Q3",75.6],["2019Q3",75.0],["2020Q3",79.2],["2021Q3",86.0],["2022Q3",82.0],["2023Q3",77.0]]}
-{"code":"PMQ09.415.02","dimensions":{"C02076V02508":"415","C03324V04011":"02","STATISTIC":"PMQ09"},"observations":[["PERIOD","VALUE"],["2009Q4",11.7],["2015Q4",8.2],["2018Q3",7.9],["2019Q3",7.9],["2020Q3",9.3],["2021Q3",4.8],["2022Q3",6.0],["2023Q3",7.0]]}
-{"code":"PMQ09.415.03","dimensions":{"C02076V02508":"415","C03324V04011":"03","STATISTIC":"PMQ09"},"observations":[["PERIOD","VALUE"],["2009Q4",3.0],["2015Q4",6.9],["2018Q3",16.5],["2019Q3",17.0],["2020Q3",11.5],["2021Q3",9.2],["2022Q3",12.0],["2023Q3",16.0]]}
-{"code":"PMQ09.465.-","dimensions":{"C02076V02508":"465","C03324V04011":"-","STATISTIC":"PMQ09"},"observations":[["PERIOD","VALUE"],["2009Q4",100.0],["2015Q4",100.0],["2018Q3",100.0],["2019Q3",100.0],["2020Q3",100.0],["2021Q3",100.0],["2022Q3",100.0],["2023Q3",100.0]]}
-{"code":"PMQ09.465.01","dimensions":{"C02076V02508":"465","C03324V04011":"01","STATISTIC":"PMQ09"},"observations":[["PERIOD","VALUE"],["2009Q4",75.6],["2015Q4",75.9],["2018Q3",65.9],["2019Q3",65.6],["2020Q3",73.2],["2021Q3",77.5],["2022Q3",79.0],["2023Q3",74.0]]}
-{"code":"PMQ09.465.02","dimensions":{"C02076V02508":"465","C03324V04011":"02","STATISTIC":"PMQ09"},"observations":[["PERIOD","VALUE"],["2009Q4",20.3],["2015Q4",15.9],["2018Q3",12.7],["2019Q3",12.0],["2020Q3",7.7],["2021Q3",9.1],["2022Q3",7.0],["2023Q3",8.0]]}
-{"code":"PMQ09.465.03","dimensions":{"C02076V02508":"465","C03324V04011":"03","STATISTIC":"PMQ09"},"observations":[["PERIOD","VALUE"],["2009Q4",4.2],["2015Q4",8.2],["2018Q3",21.3],["2019Q3",22.4],["2020Q3",19.1],["2021Q3",13.5],["2022Q3",14.0],["2023Q3",19.0]]}
-{"code":"PMQ09.500.-","dimensions":{"C02076V02508":"500","C03324V04011":"-","STATISTIC":"PMQ09"},"observations":[["PERIOD","VALUE"],["2009Q4",100.0],["2015Q4",100.0],["2018Q3",100.0],["2019Q3",100.0],["2020Q3",100.0],["2021Q3",100.0],["2022Q3",100.0],["2023Q3",100.0]]}
-{"code":"PMQ09.500.01","dimensions":{"C02076V02508":"500","C03324V04011":"01","STATISTIC":"PMQ09"},"observations":[["PERIOD","VALUE"],["2009Q4",72.1],["2015Q4",67.0],["2018Q3",59.3],["2019Q3",55.3],["2020Q3",64.9],["2021Q3",67.0],["2022Q3",68.0],["2023Q3",66.0]]}
-{"code":"PMQ09.500.02","dimensions":{"C02076V02508":"500","C03324V04011":"02","STATISTIC":"PMQ09"},"observations":[["PERIOD","VALUE"],["2009Q4",20.5],["2015Q4",22.1],["2018Q3",17.6],["2019Q3",17.6],["2020Q3",13.9],["2021Q3",12.4],["2022Q3",11.0],["2023Q3",10.0]]}
-{"code":"PMQ09.500.03","dimensions":{"C02076V02508":"500","C03324V04011":"03","STATISTIC":"PMQ09"},"observations":[["PERIOD","VALUE"],["2009Q4",7.4],["2015Q4",10.9],["2018Q3",23.0],["2019Q3",27.1],["2020Q3",21.1],["2021Q3",20.6],["2022Q3",21.0],["2023Q3",24.0]]}
-{"code":"PMQ09.540.-","dimensions":{"C02076V02508":"540","C03324V04011":"-","STATISTIC":"PMQ09"},"observations":[["PERIOD","VALUE"],["2009Q4",100.0],["2015Q4",100.0],["2018Q3",100.0],["2019Q3",100.0],["2020Q3",100.0],["2021Q3",100.0],["2022Q3",100.0],["2023Q3",100.0]]}
-{"code":"PMQ09.540.01","dimensions":{"C02076V02508":"540","C03324V04011":"01","STATISTIC":"PMQ09"},"observations":[["PERIOD","VALUE"],["2009Q4",63.6],["2015Q4",62.7],["2018Q3",53.1],["2019Q3",50.3],["2020Q3",59.5],["2021Q3",59.3],["2022Q3",61.0],["2023Q3",57.0]]}
-{"code":"PMQ09.540.02","dimensions":{"C02076V02508":"540","C03324V04011":"02","STATISTIC":"PMQ09"},"observations":[["PERIOD","VALUE"],["2009Q4",29.6],["2015Q4",29.3],["2018Q3",26.0],["2019Q3",22.9],["2020Q3",21.9],["2021Q3",19.7],["2022Q3",18.0],["2023Q3",18.0]]}
-{"code":"PMQ09.540.03","dimensions":{"C02076V02508":"540","C03324V04011":"03","STATISTIC":"PMQ09"},"observations":[["PERIOD","VALUE"],["2009Q4",6.8],["2015Q4",8.0],["2018Q3",20.9],["2019Q3",26.8],["2020Q3",18.6],["2021Q3",21.0],["2022Q3",21.0],["2023Q3",25.0]]}
+{"code":"PMQ09.365.-","dimensions":{"C02076V02508":"365","C03324V04011":"-","STATISTIC":"PMQ09"},"observations":[["PERIOD","VALUE"],["2009Q4",100.0],["2015Q4",100.0],["2018Q3",100.0],["2019Q3",100.0],["2020Q3",100.0],["2021Q3",100.0],["2022Q3",100.0],["2023Q3",100.0],["2024Q3",100.0]]}
+{"code":"PMQ09.365.01","dimensions":{"C02076V02508":"365","C03324V04011":"01","STATISTIC":"PMQ09"},"observations":[["PERIOD","VALUE"],["2009Q4",91.6],["2015Q4",89.7],["2018Q3",89.2],["2019Q3",68.9],["2020Q3","[90.2]"],["2021Q3",84.3],["2022Q3",86.0],["2023Q3",89.0],["2024Q3","NA"]]}
+{"code":"PMQ09.365.02","dimensions":{"C02076V02508":"365","C03324V04011":"02","STATISTIC":"PMQ09"},"observations":[["PERIOD","VALUE"],["2009Q4",5.5],["2015Q4",5.2],["2018Q3",10.8],["2019Q3",16.6],["2020Q3","[9.4]"],["2021Q3",12.0],["2022Q3",14.0],["2023Q3",4.0],["2024Q3","NA"]]}
+{"code":"PMQ09.365.03","dimensions":{"C02076V02508":"365","C03324V04011":"03","STATISTIC":"PMQ09"},"observations":[["PERIOD","VALUE"],["2009Q4",2.8],["2015Q4",5.1],["2018Q3",0.0],["2019Q3",14.5],["2020Q3","[9.8]"],["2021Q3",3.6],["2022Q3",0.0],["2023Q3",7.0],["2024Q3","NA"]]}
+{"code":"PMQ09.415.-","dimensions":{"C02076V02508":"415","C03324V04011":"-","STATISTIC":"PMQ09"},"observations":[["PERIOD","VALUE"],["2009Q4",100.0],["2015Q4",100.0],["2018Q3",100.0],["2019Q3",100.0],["2020Q3",100.0],["2021Q3",100.0],["2022Q3",100.0],["2023Q3",100.0],["2024Q3",100.0]]}
+{"code":"PMQ09.415.01","dimensions":{"C02076V02508":"415","C03324V04011":"01","STATISTIC":"PMQ09"},"observations":[["PERIOD","VALUE"],["2009Q4",85.4],["2015Q4",84.9],["2018Q3",75.6],["2019Q3",75.0],["2020Q3",79.2],["2021Q3",86.0],["2022Q3",82.0],["2023Q3",77.0],["2024Q3",79.0]]}
+{"code":"PMQ09.415.02","dimensions":{"C02076V02508":"415","C03324V04011":"02","STATISTIC":"PMQ09"},"observations":[["PERIOD","VALUE"],["2009Q4",11.7],["2015Q4",8.2],["2018Q3",7.9],["2019Q3",7.9],["2020Q3",9.3],["2021Q3",4.8],["2022Q3",6.0],["2023Q3",7.0],["2024Q3",7.0]]}
+{"code":"PMQ09.415.03","dimensions":{"C02076V02508":"415","C03324V04011":"03","STATISTIC":"PMQ09"},"observations":[["PERIOD","VALUE"],["2009Q4",3.0],["2015Q4",6.9],["2018Q3",16.5],["2019Q3",17.0],["2020Q3",11.5],["2021Q3",9.2],["2022Q3",12.0],["2023Q3",16.0],["2024Q3",14.0]]}
+{"code":"PMQ09.465.-","dimensions":{"C02076V02508":"465","C03324V04011":"-","STATISTIC":"PMQ09"},"observations":[["PERIOD","VALUE"],["2009Q4",100.0],["2015Q4",100.0],["2018Q3",100.0],["2019Q3",100.0],["2020Q3",100.0],["2021Q3",100.0],["2022Q3",100.0],["2023Q3",100.0],["2024Q3",100.0]]}
+{"code":"PMQ09.465.01","dimensions":{"C02076V02508":"465","C03324V04011":"01","STATISTIC":"PMQ09"},"observations":[["PERIOD","VALUE"],["2009Q4",75.6],["2015Q4",75.9],["2018Q3",65.9],["2019Q3",65.6],["2020Q3",73.2],["2021Q3",77.5],["2022Q3",79.0],["2023Q3",74.0],["2024Q3",72.0]]}
+{"code":"PMQ09.465.02","dimensions":{"C02076V02508":"465","C03324V04011":"02","STATISTIC":"PMQ09"},"observations":[["PERIOD","VALUE"],["2009Q4",20.3],["2015Q4",15.9],["2018Q3",12.7],["2019Q3",12.0],["2020Q3",7.7],["2021Q3",9.1],["2022Q3",7.0],["2023Q3",8.0],["2024Q3",8.0]]}
+{"code":"PMQ09.465.03","dimensions":{"C02076V02508":"465","C03324V04011":"03","STATISTIC":"PMQ09"},"observations":[["PERIOD","VALUE"],["2009Q4",4.2],["2015Q4",8.2],["2018Q3",21.3],["2019Q3",22.4],["2020Q3",19.1],["2021Q3",13.5],["2022Q3",14.0],["2023Q3",19.0],["2024Q3",20.0]]}
+{"code":"PMQ09.500.-","dimensions":{"C02076V02508":"500","C03324V04011":"-","STATISTIC":"PMQ09"},"observations":[["PERIOD","VALUE"],["2009Q4",100.0],["2015Q4",100.0],["2018Q3",100.0],["2019Q3",100.0],["2020Q3",100.0],["2021Q3",100.0],["2022Q3",100.0],["2023Q3",100.0],["2024Q3",100.0]]}
+{"code":"PMQ09.500.01","dimensions":{"C02076V02508":"500","C03324V04011":"01","STATISTIC":"PMQ09"},"observations":[["PERIOD","VALUE"],["2009Q4",72.1],["2015Q4",67.0],["2018Q3",59.3],["2019Q3",55.3],["2020Q3",64.9],["2021Q3",67.0],["2022Q3",68.0],["2023Q3",66.0],["2024Q3",64.0]]}
+{"code":"PMQ09.500.02","dimensions":{"C02076V02508":"500","C03324V04011":"02","STATISTIC":"PMQ09"},"observations":[["PERIOD","VALUE"],["2009Q4",20.5],["2015Q4",22.1],["2018Q3",17.6],["2019Q3",17.6],["2020Q3",13.9],["2021Q3",12.4],["2022Q3",11.0],["2023Q3",10.0],["2024Q3",12.0]]}
+{"code":"PMQ09.500.03","dimensions":{"C02076V02508":"500","C03324V04011":"03","STATISTIC":"PMQ09"},"observations":[["PERIOD","VALUE"],["2009Q4",7.4],["2015Q4",10.9],["2018Q3",23.0],["2019Q3",27.1],["2020Q3",21.1],["2021Q3",20.6],["2022Q3",21.0],["2023Q3",24.0],["2024Q3",24.0]]}
+{"code":"PMQ09.540.-","dimensions":{"C02076V02508":"540","C03324V04011":"-","STATISTIC":"PMQ09"},"observations":[["PERIOD","VALUE"],["2009Q4",100.0],["2015Q4",100.0],["2018Q3",100.0],["2019Q3",100.0],["2020Q3",100.0],["2021Q3",100.0],["2022Q3",100.0],["2023Q3",100.0],["2024Q3",100.0]]}
+{"code":"PMQ09.540.01","dimensions":{"C02076V02508":"540","C03324V04011":"01","STATISTIC":"PMQ09"},"observations":[["PERIOD","VALUE"],["2009Q4",63.6],["2015Q4",62.7],["2018Q3",53.1],["2019Q3",50.3],["2020Q3",59.5],["2021Q3",59.3],["2022Q3",61.0],["2023Q3",57.0],["2024Q3",60.0]]}
+{"code":"PMQ09.540.02","dimensions":{"C02076V02508":"540","C03324V04011":"02","STATISTIC":"PMQ09"},"observations":[["PERIOD","VALUE"],["2009Q4",29.6],["2015Q4",29.3],["2018Q3",26.0],["2019Q3",22.9],["2020Q3",21.9],["2021Q3",19.7],["2022Q3",18.0],["2023Q3",18.0],["2024Q3",16.0]]}
+{"code":"PMQ09.540.03","dimensions":{"C02076V02508":"540","C03324V04011":"03","STATISTIC":"PMQ09"},"observations":[["PERIOD","VALUE"],["2009Q4",6.8],["2015Q4",8.0],["2018Q3",20.9],["2019Q3",26.8],["2020Q3",18.6],["2021Q3",21.0],["2022Q3",21.0],["2023Q3",25.0],["2024Q3",24.0]]}
diff --git a/PMQ10/dataset.json b/PMQ10/dataset.json
index 756fe5b107d9ec7269af0067edad00d5144e35f2..4c931551f60f691d2344c775651a3f17b8f56c58 100644
--- a/PMQ10/dataset.json
+++ b/PMQ10/dataset.json
@@ -48,9 +48,9 @@
   },
   "name": "Persons in employment (ILO) aged 20 to 69 years with a pension",
   "notes": [
-    "Please note data may not add to 100% due to rounding issues.<br />The mode effect due to change in data collection mode may cause some variation in survey results and is detailed in the Background Notes.<br />.. Sample occurrence too small for estimation.",
+    "Refer to Background Notes for the definition of the ILO Labour Force classification of persons in employment.<br /><br />Please note data may not add to 100% due to rounding issues.<br /><br />The mode effect due to change in data collection mode may cause some variation in survey results and is detailed in the Background Notes.<br /><br />.. Sample occurrence too small for estimation.",
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/housingandhouseholds/pensioncoverage/\">statistical release page</a> on our website"
   ],
   "source_href": "https://data.cso.ie/table/PMQ10",
-  "updated_at": "2024-02-26T11:00:00Z"
+  "updated_at": "2024-12-19T11:00:00Z"
 }
\ No newline at end of file
diff --git a/PMQ10/series.jsonl b/PMQ10/series.jsonl
index da415e3127c20fb4443a5dab06c082432ea001f1..194121834b12734c027273538d7e4dfe23745943 100644
--- a/PMQ10/series.jsonl
+++ b/PMQ10/series.jsonl
@@ -1,8 +1,8 @@
-{"code":"PMQ10.IE.-","dimensions":{"C02539V03074":"IE","C03324V04011":"-","STATISTIC":"PMQ10"},"observations":[["PERIOD","VALUE"],["2009Q4",100.0],["2015Q4",100.0],["2018Q3",100.0],["2019Q3",100.0],["2020Q3",100.0],["2021Q3",100.0],["2022Q3",100.0],["2023Q3",100.0]]}
-{"code":"PMQ10.IE.01","dimensions":{"C02539V03074":"IE","C03324V04011":"01","STATISTIC":"PMQ10"},"observations":[["PERIOD","VALUE"],["2009Q4",76.1],["2015Q4",73.2],["2018Q3",63.6],["2019Q3",61.5],["2020Q3",69.2],["2021Q3",72.5],["2022Q3",72.0],["2023Q3",68.0]]}
-{"code":"PMQ10.IE.02","dimensions":{"C02539V03074":"IE","C03324V04011":"02","STATISTIC":"PMQ10"},"observations":[["PERIOD","VALUE"],["2009Q4",18.9],["2015Q4",18.1],["2018Q3",16.1],["2019Q3",15.2],["2020Q3",12.2],["2021Q3",11.5],["2022Q3",11.0],["2023Q3",10.0]]}
-{"code":"PMQ10.IE.03","dimensions":{"C02539V03074":"IE","C03324V04011":"03","STATISTIC":"PMQ10"},"observations":[["PERIOD","VALUE"],["2009Q4",5.1],["2015Q4",8.7],["2018Q3",20.3],["2019Q3",23.4],["2020Q3",18.5],["2021Q3",15.9],["2022Q3",17.0],["2023Q3",22.0]]}
-{"code":"PMQ10.IE05.-","dimensions":{"C02539V03074":"IE05","C03324V04011":"-","STATISTIC":"PMQ10"},"observations":[["PERIOD","VALUE"],["2009Q4",100.0],["2015Q4",100.0],["2018Q3",100.0],["2019Q3",100.0],["2020Q3",100.0],["2021Q3",100.0],["2022Q3",100.0],["2023Q3",100.0]]}
-{"code":"PMQ10.IE05.01","dimensions":{"C02539V03074":"IE05","C03324V04011":"01","STATISTIC":"PMQ10"},"observations":[["PERIOD","VALUE"],["2009Q4",82.4],["2015Q4",72.2],["2018Q3",64.3],["2019Q3",62.3],["2020Q3",74.3],["2021Q3",74.1],["2022Q3",78.0],["2023Q3",81.0]]}
-{"code":"PMQ10.IE05.02","dimensions":{"C02539V03074":"IE05","C03324V04011":"02","STATISTIC":"PMQ10"},"observations":[["PERIOD","VALUE"],["2009Q4",14.3],["2015Q4",20.1],["2018Q3",14.7],["2019Q3",14.6],["2020Q3",13.3],["2021Q3",10.9],["2022Q3",7.0],["2023Q3",8.0]]}
-{"code":"PMQ10.IE05.03","dimensions":{"C02539V03074":"IE05","C03324V04011":"03","STATISTIC":"PMQ10"},"observations":[["PERIOD","VALUE"],["2009Q4",3.4],["2015Q4",7.7],["2018Q3",20.9],["2019Q3",23.2],["2020Q3",12.4],["2021Q3",15.0],["2022Q3",15.0],["2023Q3",11.0]]}
+{"code":"PMQ10.IE.-","dimensions":{"C02539V03074":"IE","C03324V04011":"-","STATISTIC":"PMQ10"},"observations":[["PERIOD","VALUE"],["2009Q4",100.0],["2015Q4",100.0],["2018Q3",100.0],["2019Q3",100.0],["2020Q3",100.0],["2021Q3",100.0],["2022Q3",100.0],["2023Q3",100.0],["2024Q3",100.0]]}
+{"code":"PMQ10.IE.01","dimensions":{"C02539V03074":"IE","C03324V04011":"01","STATISTIC":"PMQ10"},"observations":[["PERIOD","VALUE"],["2009Q4",76.1],["2015Q4",73.2],["2018Q3",63.6],["2019Q3",61.5],["2020Q3",69.2],["2021Q3",72.5],["2022Q3",72.0],["2023Q3",68.0],["2024Q3",68.0]]}
+{"code":"PMQ10.IE.02","dimensions":{"C02539V03074":"IE","C03324V04011":"02","STATISTIC":"PMQ10"},"observations":[["PERIOD","VALUE"],["2009Q4",18.9],["2015Q4",18.1],["2018Q3",16.1],["2019Q3",15.2],["2020Q3",12.2],["2021Q3",11.5],["2022Q3",11.0],["2023Q3",10.0],["2024Q3",11.0]]}
+{"code":"PMQ10.IE.03","dimensions":{"C02539V03074":"IE","C03324V04011":"03","STATISTIC":"PMQ10"},"observations":[["PERIOD","VALUE"],["2009Q4",5.1],["2015Q4",8.7],["2018Q3",20.3],["2019Q3",23.4],["2020Q3",18.5],["2021Q3",15.9],["2022Q3",17.0],["2023Q3",22.0],["2024Q3",21.0]]}
+{"code":"PMQ10.IE05.-","dimensions":{"C02539V03074":"IE05","C03324V04011":"-","STATISTIC":"PMQ10"},"observations":[["PERIOD","VALUE"],["2009Q4",100.0],["2015Q4",100.0],["2018Q3",100.0],["2019Q3",100.0],["2020Q3",100.0],["2021Q3",100.0],["2022Q3",100.0],["2023Q3",100.0],["2024Q3",100.0]]}
+{"code":"PMQ10.IE05.01","dimensions":{"C02539V03074":"IE05","C03324V04011":"01","STATISTIC":"PMQ10"},"observations":[["PERIOD","VALUE"],["2009Q4",82.4],["2015Q4",72.2],["2018Q3",64.3],["2019Q3",62.3],["2020Q3",74.3],["2021Q3",74.1],["2022Q3",78.0],["2023Q3",81.0],["2024Q3",73.0]]}
+{"code":"PMQ10.IE05.02","dimensions":{"C02539V03074":"IE05","C03324V04011":"02","STATISTIC":"PMQ10"},"observations":[["PERIOD","VALUE"],["2009Q4",14.3],["2015Q4",20.1],["2018Q3",14.7],["2019Q3",14.6],["2020Q3",13.3],["2021Q3",10.9],["2022Q3",7.0],["2023Q3",8.0],["2024Q3",9.0]]}
+{"code":"PMQ10.IE05.03","dimensions":{"C02539V03074":"IE05","C03324V04011":"03","STATISTIC":"PMQ10"},"observations":[["PERIOD","VALUE"],["2009Q4",3.4],["2015Q4",7.7],["2018Q3",20.9],["2019Q3",23.2],["2020Q3",12.4],["2021Q3",15.0],["2022Q3",15.0],["2023Q3",11.0],["2024Q3",18.0]]}
diff --git a/PMQ100/dataset.json b/PMQ100/dataset.json
new file mode 100644
index 0000000000000000000000000000000000000000..38b338cf74a6bd47017b73287dae5a60e21a4468
--- /dev/null
+++ b/PMQ100/dataset.json
@@ -0,0 +1,80 @@
+{
+  "code": "PMQ100",
+  "dimensions_codes_order": [
+    "STATISTIC",
+    "C03329V04016",
+    "C02076V02508",
+    "C02199V02655"
+  ],
+  "dimensions_labels": {
+    "C02076V02508": "Age Group",
+    "C02199V02655": "Sex",
+    "C03329V04016": "Personal Pension Coverage",
+    "STATISTIC": "Statistic"
+  },
+  "dimensions_values_labels": {
+    "C02076V02508": [
+      [
+        "365",
+        "20 - 24 years"
+      ],
+      [
+        "415",
+        "25 - 34 years"
+      ],
+      [
+        "465",
+        "35 - 44 years"
+      ],
+      [
+        "500",
+        "45 - 54 years"
+      ],
+      [
+        "540",
+        "55 - 69 years"
+      ],
+      [
+        "-",
+        "All ages"
+      ]
+    ],
+    "C02199V02655": [
+      [
+        "1",
+        "Male"
+      ],
+      [
+        "2",
+        "Female"
+      ]
+    ],
+    "C03329V04016": [
+      [
+        "010",
+        "Currently paying into personal pension"
+      ],
+      [
+        "011",
+        "Have deferred personal pension payments for a period of time"
+      ],
+      [
+        "012",
+        "Already drawing down personal pension"
+      ]
+    ],
+    "STATISTIC": [
+      [
+        "PMQ100C01",
+        "persons aged 20-69 in employment with personal pension cover"
+      ]
+    ]
+  },
+  "name": "Persons in Employment (ILO) with Personal Pension Coverage",
+  "notes": [
+    "Refer to Background Notes for the definition of the ILO Labour Force classification of persons in employment. <br />.. Sample occurrence too small for estimation.",
+    "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/housingandhouseholds/pensioncoverage/\">statistical release page</a> on our website."
+  ],
+  "source_href": "https://data.cso.ie/table/PMQ100",
+  "updated_at": "2024-12-19T11:00:00Z"
+}
\ No newline at end of file
diff --git a/PMQ100/series.jsonl b/PMQ100/series.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..fc81d70ddcb68eadd4e17a6e556c5d89bc9cb339
--- /dev/null
+++ b/PMQ100/series.jsonl
@@ -0,0 +1,36 @@
+{"code":"PMQ100C01.010.-.1","dimensions":{"C02076V02508":"-","C02199V02655":"1","C03329V04016":"010","STATISTIC":"PMQ100C01"},"observations":[["PERIOD","VALUE"],["2024Q3",80.0]]}
+{"code":"PMQ100C01.010.-.2","dimensions":{"C02076V02508":"-","C02199V02655":"2","C03329V04016":"010","STATISTIC":"PMQ100C01"},"observations":[["PERIOD","VALUE"],["2024Q3",75.0]]}
+{"code":"PMQ100C01.010.365.1","dimensions":{"C02076V02508":"365","C02199V02655":"1","C03329V04016":"010","STATISTIC":"PMQ100C01"},"observations":[["PERIOD","VALUE"],["2024Q3","NA"]]}
+{"code":"PMQ100C01.010.365.2","dimensions":{"C02076V02508":"365","C02199V02655":"2","C03329V04016":"010","STATISTIC":"PMQ100C01"},"observations":[["PERIOD","VALUE"],["2024Q3","NA"]]}
+{"code":"PMQ100C01.010.415.1","dimensions":{"C02076V02508":"415","C02199V02655":"1","C03329V04016":"010","STATISTIC":"PMQ100C01"},"observations":[["PERIOD","VALUE"],["2024Q3",88.0]]}
+{"code":"PMQ100C01.010.415.2","dimensions":{"C02076V02508":"415","C02199V02655":"2","C03329V04016":"010","STATISTIC":"PMQ100C01"},"observations":[["PERIOD","VALUE"],["2024Q3","NA"]]}
+{"code":"PMQ100C01.010.465.1","dimensions":{"C02076V02508":"465","C02199V02655":"1","C03329V04016":"010","STATISTIC":"PMQ100C01"},"observations":[["PERIOD","VALUE"],["2024Q3",84.0]]}
+{"code":"PMQ100C01.010.465.2","dimensions":{"C02076V02508":"465","C02199V02655":"2","C03329V04016":"010","STATISTIC":"PMQ100C01"},"observations":[["PERIOD","VALUE"],["2024Q3",78.0]]}
+{"code":"PMQ100C01.010.500.1","dimensions":{"C02076V02508":"500","C02199V02655":"1","C03329V04016":"010","STATISTIC":"PMQ100C01"},"observations":[["PERIOD","VALUE"],["2024Q3",77.0]]}
+{"code":"PMQ100C01.010.500.2","dimensions":{"C02076V02508":"500","C02199V02655":"2","C03329V04016":"010","STATISTIC":"PMQ100C01"},"observations":[["PERIOD","VALUE"],["2024Q3",74.0]]}
+{"code":"PMQ100C01.010.540.1","dimensions":{"C02076V02508":"540","C02199V02655":"1","C03329V04016":"010","STATISTIC":"PMQ100C01"},"observations":[["PERIOD","VALUE"],["2024Q3",75.0]]}
+{"code":"PMQ100C01.010.540.2","dimensions":{"C02076V02508":"540","C02199V02655":"2","C03329V04016":"010","STATISTIC":"PMQ100C01"},"observations":[["PERIOD","VALUE"],["2024Q3",74.0]]}
+{"code":"PMQ100C01.011.-.1","dimensions":{"C02076V02508":"-","C02199V02655":"1","C03329V04016":"011","STATISTIC":"PMQ100C01"},"observations":[["PERIOD","VALUE"],["2024Q3",18.0]]}
+{"code":"PMQ100C01.011.-.2","dimensions":{"C02076V02508":"-","C02199V02655":"2","C03329V04016":"011","STATISTIC":"PMQ100C01"},"observations":[["PERIOD","VALUE"],["2024Q3",22.0]]}
+{"code":"PMQ100C01.011.365.1","dimensions":{"C02076V02508":"365","C02199V02655":"1","C03329V04016":"011","STATISTIC":"PMQ100C01"},"observations":[["PERIOD","VALUE"],["2024Q3","NA"]]}
+{"code":"PMQ100C01.011.365.2","dimensions":{"C02076V02508":"365","C02199V02655":"2","C03329V04016":"011","STATISTIC":"PMQ100C01"},"observations":[["PERIOD","VALUE"],["2024Q3","NA"]]}
+{"code":"PMQ100C01.011.415.1","dimensions":{"C02076V02508":"415","C02199V02655":"1","C03329V04016":"011","STATISTIC":"PMQ100C01"},"observations":[["PERIOD","VALUE"],["2024Q3",12.0]]}
+{"code":"PMQ100C01.011.415.2","dimensions":{"C02076V02508":"415","C02199V02655":"2","C03329V04016":"011","STATISTIC":"PMQ100C01"},"observations":[["PERIOD","VALUE"],["2024Q3","NA"]]}
+{"code":"PMQ100C01.011.465.1","dimensions":{"C02076V02508":"465","C02199V02655":"1","C03329V04016":"011","STATISTIC":"PMQ100C01"},"observations":[["PERIOD","VALUE"],["2024Q3",13.0]]}
+{"code":"PMQ100C01.011.465.2","dimensions":{"C02076V02508":"465","C02199V02655":"2","C03329V04016":"011","STATISTIC":"PMQ100C01"},"observations":[["PERIOD","VALUE"],["2024Q3",18.0]]}
+{"code":"PMQ100C01.011.500.1","dimensions":{"C02076V02508":"500","C02199V02655":"1","C03329V04016":"011","STATISTIC":"PMQ100C01"},"observations":[["PERIOD","VALUE"],["2024Q3",21.0]]}
+{"code":"PMQ100C01.011.500.2","dimensions":{"C02076V02508":"500","C02199V02655":"2","C03329V04016":"011","STATISTIC":"PMQ100C01"},"observations":[["PERIOD","VALUE"],["2024Q3",25.0]]}
+{"code":"PMQ100C01.011.540.1","dimensions":{"C02076V02508":"540","C02199V02655":"1","C03329V04016":"011","STATISTIC":"PMQ100C01"},"observations":[["PERIOD","VALUE"],["2024Q3",20.0]]}
+{"code":"PMQ100C01.011.540.2","dimensions":{"C02076V02508":"540","C02199V02655":"2","C03329V04016":"011","STATISTIC":"PMQ100C01"},"observations":[["PERIOD","VALUE"],["2024Q3",21.0]]}
+{"code":"PMQ100C01.012.-.1","dimensions":{"C02076V02508":"-","C02199V02655":"1","C03329V04016":"012","STATISTIC":"PMQ100C01"},"observations":[["PERIOD","VALUE"],["2024Q3",3.0]]}
+{"code":"PMQ100C01.012.-.2","dimensions":{"C02076V02508":"-","C02199V02655":"2","C03329V04016":"012","STATISTIC":"PMQ100C01"},"observations":[["PERIOD","VALUE"],["2024Q3",3.0]]}
+{"code":"PMQ100C01.012.365.1","dimensions":{"C02076V02508":"365","C02199V02655":"1","C03329V04016":"012","STATISTIC":"PMQ100C01"},"observations":[["PERIOD","VALUE"],["2024Q3","NA"]]}
+{"code":"PMQ100C01.012.365.2","dimensions":{"C02076V02508":"365","C02199V02655":"2","C03329V04016":"012","STATISTIC":"PMQ100C01"},"observations":[["PERIOD","VALUE"],["2024Q3","NA"]]}
+{"code":"PMQ100C01.012.415.1","dimensions":{"C02076V02508":"415","C02199V02655":"1","C03329V04016":"012","STATISTIC":"PMQ100C01"},"observations":[["PERIOD","VALUE"],["2024Q3",0.0]]}
+{"code":"PMQ100C01.012.415.2","dimensions":{"C02076V02508":"415","C02199V02655":"2","C03329V04016":"012","STATISTIC":"PMQ100C01"},"observations":[["PERIOD","VALUE"],["2024Q3","NA"]]}
+{"code":"PMQ100C01.012.465.1","dimensions":{"C02076V02508":"465","C02199V02655":"1","C03329V04016":"012","STATISTIC":"PMQ100C01"},"observations":[["PERIOD","VALUE"],["2024Q3",3.0]]}
+{"code":"PMQ100C01.012.465.2","dimensions":{"C02076V02508":"465","C02199V02655":"2","C03329V04016":"012","STATISTIC":"PMQ100C01"},"observations":[["PERIOD","VALUE"],["2024Q3",4.0]]}
+{"code":"PMQ100C01.012.500.1","dimensions":{"C02076V02508":"500","C02199V02655":"1","C03329V04016":"012","STATISTIC":"PMQ100C01"},"observations":[["PERIOD","VALUE"],["2024Q3",2.0]]}
+{"code":"PMQ100C01.012.500.2","dimensions":{"C02076V02508":"500","C02199V02655":"2","C03329V04016":"012","STATISTIC":"PMQ100C01"},"observations":[["PERIOD","VALUE"],["2024Q3",2.0]]}
+{"code":"PMQ100C01.012.540.1","dimensions":{"C02076V02508":"540","C02199V02655":"1","C03329V04016":"012","STATISTIC":"PMQ100C01"},"observations":[["PERIOD","VALUE"],["2024Q3",5.0]]}
+{"code":"PMQ100C01.012.540.2","dimensions":{"C02076V02508":"540","C02199V02655":"2","C03329V04016":"012","STATISTIC":"PMQ100C01"},"observations":[["PERIOD","VALUE"],["2024Q3",5.0]]}
diff --git a/PMQ101/dataset.json b/PMQ101/dataset.json
new file mode 100644
index 0000000000000000000000000000000000000000..8928e63bc0d0021395d5ce6391a76f216bef5fde
--- /dev/null
+++ b/PMQ101/dataset.json
@@ -0,0 +1,52 @@
+{
+  "code": "PMQ101",
+  "dimensions_codes_order": [
+    "STATISTIC",
+    "C03714V04461",
+    "C02472V02994"
+  ],
+  "dimensions_labels": {
+    "C02472V02994": "Hours of Work",
+    "C03714V04461": "Pension Type",
+    "STATISTIC": "Statistic"
+  },
+  "dimensions_values_labels": {
+    "C02472V02994": [
+      [
+        "1",
+        "Full-time"
+      ],
+      [
+        "2",
+        "Part-time"
+      ]
+    ],
+    "C03714V04461": [
+      [
+        "100",
+        "Defined benefit"
+      ],
+      [
+        "110",
+        "Defined contribution"
+      ],
+      [
+        "120",
+        "Hybrid Pension"
+      ]
+    ],
+    "STATISTIC": [
+      [
+        "PMQ101C01",
+        "Self employed persons with occupational pension coverage"
+      ]
+    ]
+  },
+  "name": "Self employed persons with occupational pension coverage",
+  "notes": [
+    "Please note data may not add to 100% due to rounding issues.<br />A Hybrid pension scheme is one which is neither a full Defined Benefit scheme nor a full Defined Contribution scheme, but has some of the characteristics of each.<br />.. Sample occurrence too small for estimation.",
+    "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/housingandhouseholds/pensioncoverage/\">statistical release page</a> on our website."
+  ],
+  "source_href": "https://data.cso.ie/table/PMQ101",
+  "updated_at": "2024-12-19T11:00:00Z"
+}
\ No newline at end of file
diff --git a/PMQ101/series.jsonl b/PMQ101/series.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..899475542afc6cb0c5db3504835bb558cfcce5f1
--- /dev/null
+++ b/PMQ101/series.jsonl
@@ -0,0 +1,6 @@
+{"code":"PMQ101C01.100.1","dimensions":{"C02472V02994":"1","C03714V04461":"100","STATISTIC":"PMQ101C01"},"observations":[["PERIOD","VALUE"],["2024Q3",24.0]]}
+{"code":"PMQ101C01.100.2","dimensions":{"C02472V02994":"2","C03714V04461":"100","STATISTIC":"PMQ101C01"},"observations":[["PERIOD","VALUE"],["2024Q3",38.0]]}
+{"code":"PMQ101C01.110.1","dimensions":{"C02472V02994":"1","C03714V04461":"110","STATISTIC":"PMQ101C01"},"observations":[["PERIOD","VALUE"],["2024Q3",72.0]]}
+{"code":"PMQ101C01.110.2","dimensions":{"C02472V02994":"2","C03714V04461":"110","STATISTIC":"PMQ101C01"},"observations":[["PERIOD","VALUE"],["2024Q3",57.0]]}
+{"code":"PMQ101C01.120.1","dimensions":{"C02472V02994":"1","C03714V04461":"120","STATISTIC":"PMQ101C01"},"observations":[["PERIOD","VALUE"],["2024Q3",4.0]]}
+{"code":"PMQ101C01.120.2","dimensions":{"C02472V02994":"2","C03714V04461":"120","STATISTIC":"PMQ101C01"},"observations":[["PERIOD","VALUE"],["2024Q3",5.0]]}
diff --git a/PMQ11/dataset.json b/PMQ11/dataset.json
index af21ba6437ea2a23068cd991db4b8127281fd087..854f2cee84690637e84176a4d7b4037f8fb003a4 100644
--- a/PMQ11/dataset.json
+++ b/PMQ11/dataset.json
@@ -48,9 +48,9 @@
   },
   "name": "Persons in employment (ILO) aged 20 to 69 years with a pension",
   "notes": [
-    "Please note data may not add to 100% due to rounding issues. <br />The mode effect due to change in data collection mode may cause some variation in survey results and is detailed in the Background Notes. <br />.. Sample occurrence too small for estimation.",
+    "Please note data may not add to 100% due to rounding issues.<br /><br />Refer to Background Notes for the definition of the ILO Labour Force classification of persons in employment.<br /> <br />The mode effect due to change in data collection mode may cause some variation in survey results and is detailed in the Background Notes. <br />.. Sample occurrence too small for estimation.",
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/housingandhouseholds/pensioncoverage/\">statistical release page</a> on our website"
   ],
   "source_href": "https://data.cso.ie/table/PMQ11",
-  "updated_at": "2024-02-26T11:00:00Z"
+  "updated_at": "2024-12-19T11:00:00Z"
 }
\ No newline at end of file
diff --git a/PMQ11/series.jsonl b/PMQ11/series.jsonl
index 7050f2d37e274d6dc44ba7c947af4cfbae9b54e3..dffc9a8dbf9cd8ff881fb3e1786df09e84e418d9 100644
--- a/PMQ11/series.jsonl
+++ b/PMQ11/series.jsonl
@@ -1,8 +1,8 @@
-{"code":"PMQ11.1.-","dimensions":{"C02027V02455":"1","C03324V04011":"-","STATISTIC":"PMQ11"},"observations":[["PERIOD","VALUE"],["2009Q4",100.0],["2015Q4",100.0],["2018Q3",100.0],["2019Q3",100.0],["2020Q3",100.0],["2021Q3",100.0],["2022Q3",100.0],["2023Q3",100.0]]}
-{"code":"PMQ11.1.01","dimensions":{"C02027V02455":"1","C03324V04011":"01","STATISTIC":"PMQ11"},"observations":[["PERIOD","VALUE"],["2009Q4",86.9],["2015Q4",82.0],["2018Q3",71.0],["2019Q3",68.0],["2020Q3",75.3],["2021Q3",78.3],["2022Q3",79.0],["2023Q3",74.0]]}
-{"code":"PMQ11.1.02","dimensions":{"C02027V02455":"1","C03324V04011":"02","STATISTIC":"PMQ11"},"observations":[["PERIOD","VALUE"],["2009Q4",7.6],["2015Q4",8.4],["2018Q3",8.5],["2019Q3",8.5],["2020Q3",6.5],["2021Q3",5.7],["2022Q3",5.0],["2023Q3",5.0]]}
-{"code":"PMQ11.1.03","dimensions":{"C02027V02455":"1","C03324V04011":"03","STATISTIC":"PMQ11"},"observations":[["PERIOD","VALUE"],["2009Q4",5.6],["2015Q4",9.6],["2018Q3",20.5],["2019Q3",23.4],["2020Q3",16.4],["2021Q3",16.0],["2022Q3",17.0],["2023Q3",20.0]]}
-{"code":"PMQ11.221.-","dimensions":{"C02027V02455":"221","C03324V04011":"-","STATISTIC":"PMQ11"},"observations":[["PERIOD","VALUE"],["2009Q4",100.0],["2015Q4",100.0],["2018Q3",100.0],["2019Q3",100.0],["2020Q3",100.0],["2021Q3",100.0],["2022Q3",100.0],["2023Q3",100.0]]}
-{"code":"PMQ11.221.01","dimensions":{"C02027V02455":"221","C03324V04011":"01","STATISTIC":"PMQ11"},"observations":[["PERIOD","VALUE"],["2009Q4",6.0],["2015Q4",1.4],["2018Q3",17.4],["2019Q3",17.9],["2020Q3",29.6],["2021Q3",26.8],["2022Q3",30.0],["2023Q3",26.0]]}
-{"code":"PMQ11.221.02","dimensions":{"C02027V02455":"221","C03324V04011":"02","STATISTIC":"PMQ11"},"observations":[["PERIOD","VALUE"],["2009Q4",93.2],["2015Q4",98.1],["2018Q3",63.3],["2019Q3",59.4],["2020Q3",54.0],["2021Q3",58.6],["2022Q3",54.0],["2023Q3",54.0]]}
-{"code":"PMQ11.221.03","dimensions":{"C02027V02455":"221","C03324V04011":"03","STATISTIC":"PMQ11"},"observations":[["PERIOD","VALUE"],["2009Q4",0.7],["2015Q4",0.5],["2018Q3",19.3],["2019Q3",22.8],["2020Q3",18.2],["2021Q3",14.6],["2022Q3",16.0],["2023Q3",20.0]]}
+{"code":"PMQ11.1.-","dimensions":{"C02027V02455":"1","C03324V04011":"-","STATISTIC":"PMQ11"},"observations":[["PERIOD","VALUE"],["2009Q4",100.0],["2015Q4",100.0],["2018Q3",100.0],["2019Q3",100.0],["2020Q3",100.0],["2021Q3",100.0],["2022Q3",100.0],["2023Q3",100.0],["2024Q3",100.0]]}
+{"code":"PMQ11.1.01","dimensions":{"C02027V02455":"1","C03324V04011":"01","STATISTIC":"PMQ11"},"observations":[["PERIOD","VALUE"],["2009Q4",86.9],["2015Q4",82.0],["2018Q3",71.0],["2019Q3",68.0],["2020Q3",75.3],["2021Q3",78.3],["2022Q3",79.0],["2023Q3",74.0],["2024Q3",74.0]]}
+{"code":"PMQ11.1.02","dimensions":{"C02027V02455":"1","C03324V04011":"02","STATISTIC":"PMQ11"},"observations":[["PERIOD","VALUE"],["2009Q4",7.6],["2015Q4",8.4],["2018Q3",8.5],["2019Q3",8.5],["2020Q3",6.5],["2021Q3",5.7],["2022Q3",5.0],["2023Q3",5.0],["2024Q3",6.0]]}
+{"code":"PMQ11.1.03","dimensions":{"C02027V02455":"1","C03324V04011":"03","STATISTIC":"PMQ11"},"observations":[["PERIOD","VALUE"],["2009Q4",5.6],["2015Q4",9.6],["2018Q3",20.5],["2019Q3",23.4],["2020Q3",16.4],["2021Q3",16.0],["2022Q3",17.0],["2023Q3",20.0],["2024Q3",20.0]]}
+{"code":"PMQ11.221.-","dimensions":{"C02027V02455":"221","C03324V04011":"-","STATISTIC":"PMQ11"},"observations":[["PERIOD","VALUE"],["2009Q4",100.0],["2015Q4",100.0],["2018Q3",100.0],["2019Q3",100.0],["2020Q3",100.0],["2021Q3",100.0],["2022Q3",100.0],["2023Q3",100.0],["2024Q3",100.0]]}
+{"code":"PMQ11.221.01","dimensions":{"C02027V02455":"221","C03324V04011":"01","STATISTIC":"PMQ11"},"observations":[["PERIOD","VALUE"],["2009Q4",6.0],["2015Q4",1.4],["2018Q3",17.4],["2019Q3",17.9],["2020Q3",29.6],["2021Q3",26.8],["2022Q3",30.0],["2023Q3",26.0],["2024Q3",25.0]]}
+{"code":"PMQ11.221.02","dimensions":{"C02027V02455":"221","C03324V04011":"02","STATISTIC":"PMQ11"},"observations":[["PERIOD","VALUE"],["2009Q4",93.2],["2015Q4",98.1],["2018Q3",63.3],["2019Q3",59.4],["2020Q3",54.0],["2021Q3",58.6],["2022Q3",54.0],["2023Q3",54.0],["2024Q3",49.0]]}
+{"code":"PMQ11.221.03","dimensions":{"C02027V02455":"221","C03324V04011":"03","STATISTIC":"PMQ11"},"observations":[["PERIOD","VALUE"],["2009Q4",0.7],["2015Q4",0.5],["2018Q3",19.3],["2019Q3",22.8],["2020Q3",18.2],["2021Q3",14.6],["2022Q3",16.0],["2023Q3",20.0],["2024Q3",26.0]]}
diff --git a/PMQ12/dataset.json b/PMQ12/dataset.json
index 35a06d2a03b5d371907ccc4afbe94dc95b05ede6..e63eb3925816848776828e411a41ed05c51d1e01 100644
--- a/PMQ12/dataset.json
+++ b/PMQ12/dataset.json
@@ -48,9 +48,9 @@
   },
   "name": "Persons in employment (ILO) aged 20 to 69 years with a pension",
   "notes": [
-    "Please note data may not add to 100% due to rounding issues. <br />The mode effect due to change in data collection mode may cause some variation in survey results and is detailed in the Background Notes. <br />.. Sample occurrence too small for estimation.",
+    "Refer to Background Notes for the definition of the ILO Labour Force classification of persons in employment.<br /><br />Please note data may not add to 100% due to rounding issues.<br /><br />The mode effect due to change in data collection mode may cause some variation in survey results and is detailed in the Background Notes. <br />.. Sample occurrence too small for estimation.",
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/housingandhouseholds/pensioncoverage/\">statistical release page </a>on our website"
   ],
   "source_href": "https://data.cso.ie/table/PMQ12",
-  "updated_at": "2024-02-26T11:00:00Z"
+  "updated_at": "2024-12-19T11:00:00Z"
 }
\ No newline at end of file
diff --git a/PMQ12/series.jsonl b/PMQ12/series.jsonl
index 18fec7d4f4649fedcc404061589f542eb9161f63..c116a8430fd9280b9c1f9eac76c8c8c2aaf371dd 100644
--- a/PMQ12/series.jsonl
+++ b/PMQ12/series.jsonl
@@ -1,8 +1,8 @@
-{"code":"PMQ12.1.-","dimensions":{"C02472V02994":"1","C03324V04011":"-","STATISTIC":"PMQ12"},"observations":[["PERIOD","VALUE"],["2009Q4",100.0],["2015Q4",100.0],["2018Q3",100.0],["2019Q3",100.0],["2020Q3",100.0],["2021Q3",100.0],["2022Q3",100.0],["2023Q3",100.0]]}
-{"code":"PMQ12.1.01","dimensions":{"C02472V02994":"1","C03324V04011":"01","STATISTIC":"PMQ12"},"observations":[["PERIOD","VALUE"],["2009Q4",77.1],["2015Q4",73.3],["2018Q3",64.0],["2019Q3",61.8],["2020Q3",70.1],["2021Q3",73.6],["2022Q3",73.0],["2023Q3",70.0]]}
-{"code":"PMQ12.1.02","dimensions":{"C02472V02994":"1","C03324V04011":"02","STATISTIC":"PMQ12"},"observations":[["PERIOD","VALUE"],["2009Q4",17.8],["2015Q4",17.9],["2018Q3",15.1],["2019Q3",14.6],["2020Q3",11.8],["2021Q3",10.7],["2022Q3",10.0],["2023Q3",9.0]]}
-{"code":"PMQ12.1.03","dimensions":{"C02472V02994":"1","C03324V04011":"03","STATISTIC":"PMQ12"},"observations":[["PERIOD","VALUE"],["2009Q4",5.1],["2015Q4",8.7],["2018Q3",21.0],["2019Q3",23.6],["2020Q3",18.1],["2021Q3",15.6],["2022Q3",17.0],["2023Q3",20.0]]}
-{"code":"PMQ12.2.-","dimensions":{"C02472V02994":"2","C03324V04011":"-","STATISTIC":"PMQ12"},"observations":[["PERIOD","VALUE"],["2009Q4",100.0],["2015Q4",100.0],["2018Q3",100.0],["2019Q3",100.0],["2020Q3",100.0],["2021Q3",100.0],["2022Q3",100.0],["2023Q3",100.0]]}
-{"code":"PMQ12.2.01","dimensions":{"C02472V02994":"2","C03324V04011":"01","STATISTIC":"PMQ12"},"observations":[["PERIOD","VALUE"],["2009Q4",71.8],["2015Q4",71.7],["2018Q3",61.8],["2019Q3",59.9],["2020Q3",66.8],["2021Q3",65.4],["2022Q3",72.0],["2023Q3",66.0]]}
-{"code":"PMQ12.2.02","dimensions":{"C02472V02994":"2","C03324V04011":"02","STATISTIC":"PMQ12"},"observations":[["PERIOD","VALUE"],["2009Q4",24.9],["2015Q4",20.7],["2018Q3",22.1],["2019Q3",18.3],["2020Q3",16.4],["2021Q3",16.9],["2022Q3",13.0],["2023Q3",14.0]]}
-{"code":"PMQ12.2.03","dimensions":{"C02472V02994":"2","C03324V04011":"03","STATISTIC":"PMQ12"},"observations":[["PERIOD","VALUE"],["2009Q4",3.3],["2015Q4",7.6],["2018Q3",16.2],["2019Q3",21.8],["2020Q3",16.8],["2021Q3",17.7],["2022Q3",16.0],["2023Q3",20.0]]}
+{"code":"PMQ12.1.-","dimensions":{"C02472V02994":"1","C03324V04011":"-","STATISTIC":"PMQ12"},"observations":[["PERIOD","VALUE"],["2009Q4",100.0],["2015Q4",100.0],["2018Q3",100.0],["2019Q3",100.0],["2020Q3",100.0],["2021Q3",100.0],["2022Q3",100.0],["2023Q3",100.0],["2024Q3",100.0]]}
+{"code":"PMQ12.1.01","dimensions":{"C02472V02994":"1","C03324V04011":"01","STATISTIC":"PMQ12"},"observations":[["PERIOD","VALUE"],["2009Q4",77.1],["2015Q4",73.3],["2018Q3",64.0],["2019Q3",61.8],["2020Q3",70.1],["2021Q3",73.6],["2022Q3",73.0],["2023Q3",70.0],["2024Q3",69.0]]}
+{"code":"PMQ12.1.02","dimensions":{"C02472V02994":"1","C03324V04011":"02","STATISTIC":"PMQ12"},"observations":[["PERIOD","VALUE"],["2009Q4",17.8],["2015Q4",17.9],["2018Q3",15.1],["2019Q3",14.6],["2020Q3",11.8],["2021Q3",10.7],["2022Q3",10.0],["2023Q3",9.0],["2024Q3",10.0]]}
+{"code":"PMQ12.1.03","dimensions":{"C02472V02994":"1","C03324V04011":"03","STATISTIC":"PMQ12"},"observations":[["PERIOD","VALUE"],["2009Q4",5.1],["2015Q4",8.7],["2018Q3",21.0],["2019Q3",23.6],["2020Q3",18.1],["2021Q3",15.6],["2022Q3",17.0],["2023Q3",20.0],["2024Q3",21.0]]}
+{"code":"PMQ12.2.-","dimensions":{"C02472V02994":"2","C03324V04011":"-","STATISTIC":"PMQ12"},"observations":[["PERIOD","VALUE"],["2009Q4",100.0],["2015Q4",100.0],["2018Q3",100.0],["2019Q3",100.0],["2020Q3",100.0],["2021Q3",100.0],["2022Q3",100.0],["2023Q3",100.0],["2024Q3",100.0]]}
+{"code":"PMQ12.2.01","dimensions":{"C02472V02994":"2","C03324V04011":"01","STATISTIC":"PMQ12"},"observations":[["PERIOD","VALUE"],["2009Q4",71.8],["2015Q4",71.7],["2018Q3",61.8],["2019Q3",59.9],["2020Q3",66.8],["2021Q3",65.4],["2022Q3",72.0],["2023Q3",66.0],["2024Q3",67.0]]}
+{"code":"PMQ12.2.02","dimensions":{"C02472V02994":"2","C03324V04011":"02","STATISTIC":"PMQ12"},"observations":[["PERIOD","VALUE"],["2009Q4",24.9],["2015Q4",20.7],["2018Q3",22.1],["2019Q3",18.3],["2020Q3",16.4],["2021Q3",16.9],["2022Q3",13.0],["2023Q3",14.0],["2024Q3",17.0]]}
+{"code":"PMQ12.2.03","dimensions":{"C02472V02994":"2","C03324V04011":"03","STATISTIC":"PMQ12"},"observations":[["PERIOD","VALUE"],["2009Q4",3.3],["2015Q4",7.6],["2018Q3",16.2],["2019Q3",21.8],["2020Q3",16.8],["2021Q3",17.7],["2022Q3",16.0],["2023Q3",20.0],["2024Q3",16.0]]}
diff --git a/PMQ13/dataset.json b/PMQ13/dataset.json
index 160d27cea002c1e6bceda80161616aa89b6c91bd..b946ea390c24d6473060cb081482c5edb409c932 100644
--- a/PMQ13/dataset.json
+++ b/PMQ13/dataset.json
@@ -96,9 +96,9 @@
   },
   "name": "Persons in employment (ILO) aged 20 to 69 years with a pension",
   "notes": [
-    "Please note data may not add to 100% due to rounding issues.<br />The compositional effect on survey results due to changes in employment in certain sectors as a result of the COVID-19 pandemic is detailed in the Background Notes.<br />Includes only occupational pensions from current employment and personal pensions in current contribution.<br />Includes occupational pensions from current/previous employments and personal pensions, including deferred pensions and pensions in draw-down mode.<br />.. Sample occurrence too small for estimation.",
+    "Refer to Background Notes for the definition of the ILO Labour Force classification of persons in employment.<br /><br />Please note data may not add to 100% due to rounding issues.<br /><br />The compositional effect on survey results due to changes in employment in certain sectors as a result of the COVID-19 pandemic is detailed in the Background Notes.<br /><br />Includes only occupational pensions from current employment and personal pensions in current contribution.<br />Includes occupational pensions from current/previous employments and personal pensions, including deferred pensions and pensions in draw-down mode.<br />.. Sample occurrence too small for estimation.",
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/housingandhouseholds/pensioncoverage/\">statistical release page</a> on our website"
   ],
   "source_href": "https://data.cso.ie/table/PMQ13",
-  "updated_at": "2024-02-26T11:00:00Z"
+  "updated_at": "2024-12-19T11:00:00Z"
 }
\ No newline at end of file
diff --git a/PMQ13/series.jsonl b/PMQ13/series.jsonl
index 13e61bbe36c8c6b3159f811a11dd0cdadd70cce8..5ea6f08d5a0cb8a8e22c1235434eb7cb9b68a697 100644
--- a/PMQ13/series.jsonl
+++ b/PMQ13/series.jsonl
@@ -1,56 +1,56 @@
-{"code":"PMQ13.A.-","dimensions":{"C02601V03156":"A","C03324V04011":"-","STATISTIC":"PMQ13"},"observations":[["PERIOD","VALUE"],["2009Q4",100.0],["2015Q4",100.0],["2018Q3",100.0],["2019Q3",100.0],["2020Q3",100.0],["2021Q3",100.0],["2022Q3",100.0],["2023Q3",100.0]]}
-{"code":"PMQ13.A.01","dimensions":{"C02601V03156":"A","C03324V04011":"01","STATISTIC":"PMQ13"},"observations":[["PERIOD","VALUE"],["2009Q4",20.9],["2015Q4",12.1],["2018Q3",19.1],["2019Q3",22.0],["2020Q3",21.0],["2021Q3",35.7],["2022Q3",19.0],["2023Q3",27.0]]}
-{"code":"PMQ13.A.02","dimensions":{"C02601V03156":"A","C03324V04011":"02","STATISTIC":"PMQ13"},"observations":[["PERIOD","VALUE"],["2009Q4",79.1],["2015Q4",85.8],["2018Q3",71.2],["2019Q3",68.1],["2020Q3",66.1],["2021Q3",54.2],["2022Q3",68.0],["2023Q3",61.0]]}
-{"code":"PMQ13.A.03","dimensions":{"C02601V03156":"A","C03324V04011":"03","STATISTIC":"PMQ13"},"observations":[["PERIOD","VALUE"],["2009Q4",0.0],["2015Q4",2.1],["2018Q3",9.7],["2019Q3",9.9],["2020Q3",12.8],["2021Q3",10.1],["2022Q3",13.0],["2023Q3",12.0]]}
-{"code":"PMQ13.F.-","dimensions":{"C02601V03156":"F","C03324V04011":"-","STATISTIC":"PMQ13"},"observations":[["PERIOD","VALUE"],["2009Q4",100.0],["2015Q4",100.0],["2018Q3",100.0],["2019Q3",100.0],["2020Q3",100.0],["2021Q3",100.0],["2022Q3",100.0],["2023Q3",100.0]]}
-{"code":"PMQ13.F.01","dimensions":{"C02601V03156":"F","C03324V04011":"01","STATISTIC":"PMQ13"},"observations":[["PERIOD","VALUE"],["2009Q4",52.7],["2015Q4",46.0],["2018Q3",44.5],["2019Q3",47.6],["2020Q3",56.6],["2021Q3",57.0],["2022Q3",57.0],["2023Q3",57.0]]}
-{"code":"PMQ13.F.02","dimensions":{"C02601V03156":"F","C03324V04011":"02","STATISTIC":"PMQ13"},"observations":[["PERIOD","VALUE"],["2009Q4",43.7],["2015Q4",47.2],["2018Q3",37.5],["2019Q3",32.2],["2020Q3",22.7],["2021Q3",29.8],["2022Q3",30.0],["2023Q3",20.0]]}
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-{"code":"PMQ13.G.-","dimensions":{"C02601V03156":"G","C03324V04011":"-","STATISTIC":"PMQ13"},"observations":[["PERIOD","VALUE"],["2009Q4",100.0],["2015Q4",100.0],["2018Q3",100.0],["2019Q3",100.0],["2020Q3",100.0],["2021Q3",100.0],["2022Q3",100.0],["2023Q3",100.0]]}
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-{"code":"PMQ13.G.02","dimensions":{"C02601V03156":"G","C03324V04011":"02","STATISTIC":"PMQ13"},"observations":[["PERIOD","VALUE"],["2009Q4",35.0],["2015Q4",29.6],["2018Q3",27.5],["2019Q3",28.3],["2020Q3",19.8],["2021Q3",22.2],["2022Q3",21.0],["2023Q3",14.0]]}
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-{"code":"PMQ13.H.-","dimensions":{"C02601V03156":"H","C03324V04011":"-","STATISTIC":"PMQ13"},"observations":[["PERIOD","VALUE"],["2009Q4",100.0],["2015Q4",100.0],["2018Q3",100.0],["2019Q3",100.0],["2020Q3",100.0],["2021Q3",100.0],["2022Q3",100.0],["2023Q3",100.0]]}
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-{"code":"PMQ13.I.-","dimensions":{"C02601V03156":"I","C03324V04011":"-","STATISTIC":"PMQ13"},"observations":[["PERIOD","VALUE"],["2009Q4",100.0],["2015Q4",100.0],["2018Q3",100.0],["2019Q3",100.0],["2020Q3",100.0],["2021Q3",100.0],["2022Q3",100.0],["2023Q3",100.0]]}
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-{"code":"PMQ13.I.02","dimensions":{"C02601V03156":"I","C03324V04011":"02","STATISTIC":"PMQ13"},"observations":[["PERIOD","VALUE"],["2009Q4",55.3],["2015Q4",43.6],["2018Q3",46.9],["2019Q3",57.0],["2020Q3",38.1],["2021Q3",52.6],["2022Q3","NA"],["2023Q3",27.0]]}
-{"code":"PMQ13.I.03","dimensions":{"C02601V03156":"I","C03324V04011":"03","STATISTIC":"PMQ13"},"observations":[["PERIOD","VALUE"],["2009Q4",1.6],["2015Q4",3.7],["2018Q3",15.6],["2019Q3",13.5],["2020Q3",9.6],["2021Q3",6.4],["2022Q3","NA"],["2023Q3",12.0]]}
-{"code":"PMQ13.J.-","dimensions":{"C02601V03156":"J","C03324V04011":"-","STATISTIC":"PMQ13"},"observations":[["PERIOD","VALUE"],["2009Q4",100.0],["2015Q4",100.0],["2018Q3",100.0],["2019Q3",100.0],["2020Q3",100.0],["2021Q3",100.0],["2022Q3",100.0],["2023Q3",100.0]]}
-{"code":"PMQ13.J.01","dimensions":{"C02601V03156":"J","C03324V04011":"01","STATISTIC":"PMQ13"},"observations":[["PERIOD","VALUE"],["2009Q4",79.4],["2015Q4",74.7],["2018Q3",63.7],["2019Q3",60.9],["2020Q3",70.8],["2021Q3",78.5],["2022Q3",79.0],["2023Q3",72.0]]}
-{"code":"PMQ13.J.02","dimensions":{"C02601V03156":"J","C03324V04011":"02","STATISTIC":"PMQ13"},"observations":[["PERIOD","VALUE"],["2009Q4",17.0],["2015Q4",15.8],["2018Q3",9.7],["2019Q3",11.1],["2020Q3",8.7],["2021Q3",5.8],["2022Q3",10.0],["2023Q3",10.0]]}
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-{"code":"PMQ13.M.-","dimensions":{"C02601V03156":"M","C03324V04011":"-","STATISTIC":"PMQ13"},"observations":[["PERIOD","VALUE"],["2009Q4",100.0],["2015Q4",100.0],["2018Q3",100.0],["2019Q3",100.0],["2020Q3",100.0],["2021Q3",100.0],["2022Q3",100.0],["2023Q3",100.0]]}
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-{"code":"PMQ13.N.-","dimensions":{"C02601V03156":"N","C03324V04011":"-","STATISTIC":"PMQ13"},"observations":[["PERIOD","VALUE"],["2009Q4",100.0],["2015Q4",100.0],["2018Q3",100.0],["2019Q3",100.0],["2020Q3",100.0],["2021Q3",100.0],["2022Q3",100.0],["2023Q3",100.0]]}
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-{"code":"PMQ13.Q.-","dimensions":{"C02601V03156":"Q","C03324V04011":"-","STATISTIC":"PMQ13"},"observations":[["PERIOD","VALUE"],["2009Q4",100.0],["2015Q4",100.0],["2018Q3",100.0],["2019Q3",100.0],["2020Q3",100.0],["2021Q3",100.0],["2022Q3",100.0],["2023Q3",100.0]]}
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+{"code":"PMQ13.Y3500.-","dimensions":{"C02601V03156":"Y3500","C03324V04011":"-","STATISTIC":"PMQ13"},"observations":[["PERIOD","VALUE"],["2009Q4",100.0],["2015Q4",100.0],["2018Q3",100.0],["2019Q3",100.0],["2020Q3",100.0],["2021Q3",100.0],["2022Q3",100.0],["2023Q3",100.0],["2024Q3",100.0]]}
+{"code":"PMQ13.Y3500.01","dimensions":{"C02601V03156":"Y3500","C03324V04011":"01","STATISTIC":"PMQ13"},"observations":[["PERIOD","VALUE"],["2009Q4",88.4],["2015Q4",78.9],["2018Q3",75.4],["2019Q3",69.8],["2020Q3",81.2],["2021Q3",81.6],["2022Q3",77.0],["2023Q3",76.0],["2024Q3",76.0]]}
+{"code":"PMQ13.Y3500.02","dimensions":{"C02601V03156":"Y3500","C03324V04011":"02","STATISTIC":"PMQ13"},"observations":[["PERIOD","VALUE"],["2009Q4",6.5],["2015Q4",11.0],["2018Q3",6.2],["2019Q3",5.4],["2020Q3",7.3],["2021Q3",4.9],["2022Q3",6.0],["2023Q3",5.0],["2024Q3",5.0]]}
+{"code":"PMQ13.Y3500.03","dimensions":{"C02601V03156":"Y3500","C03324V04011":"03","STATISTIC":"PMQ13"},"observations":[["PERIOD","VALUE"],["2009Q4",5.1],["2015Q4",10.1],["2018Q3",18.4],["2019Q3",24.8],["2020Q3",11.5],["2021Q3",13.5],["2022Q3",17.0],["2023Q3",19.0],["2024Q3",19.0]]}
+{"code":"PMQ13.Y7500.-","dimensions":{"C02601V03156":"Y7500","C03324V04011":"-","STATISTIC":"PMQ13"},"observations":[["PERIOD","VALUE"],["2009Q4",100.0],["2015Q4",100.0],["2018Q3",100.0],["2019Q3",100.0],["2020Q3",100.0],["2021Q3",100.0],["2022Q3",100.0],["2023Q3",100.0],["2024Q3",100.0]]}
+{"code":"PMQ13.Y7500.01","dimensions":{"C02601V03156":"Y7500","C03324V04011":"01","STATISTIC":"PMQ13"},"observations":[["PERIOD","VALUE"],["2009Q4",55.8],["2015Q4",53.9],["2018Q3",56.0],["2019Q3",49.8],["2020Q3",60.0],["2021Q3",62.3],["2022Q3",66.0],["2023Q3",53.0],["2024Q3",52.0]]}
+{"code":"PMQ13.Y7500.02","dimensions":{"C02601V03156":"Y7500","C03324V04011":"02","STATISTIC":"PMQ13"},"observations":[["PERIOD","VALUE"],["2009Q4",37.7],["2015Q4",41.4],["2018Q3",23.9],["2019Q3",34.0],["2020Q3",30.0],["2021Q3",23.9],["2022Q3",18.0],["2023Q3",22.0],["2024Q3",30.0]]}
+{"code":"PMQ13.Y7500.03","dimensions":{"C02601V03156":"Y7500","C03324V04011":"03","STATISTIC":"PMQ13"},"observations":[["PERIOD","VALUE"],["2009Q4",6.5],["2015Q4",4.8],["2018Q3",20.1],["2019Q3",16.1],["2020Q3",10.0],["2021Q3",13.7],["2022Q3",16.0],["2023Q3",25.0],["2024Q3",18.0]]}
diff --git a/PMQ14/dataset.json b/PMQ14/dataset.json
index 6fe422d86024b03013eecc546f3b818281ff1af5..e4899af9e5f1196de38b0d2192d242f452e6e329 100644
--- a/PMQ14/dataset.json
+++ b/PMQ14/dataset.json
@@ -80,9 +80,9 @@
   },
   "name": "Persons in employment (ILO) aged 20 to 69 years with a pension",
   "notes": [
-    "Please note data may not add to 100% due to rounding issues.                <br />The compositional effect on survey results due to changes in employment in certain sectors as a result of the COVID-19 pandemic is detailed in the Background Notes.                <br />Includes only occupational pensions from current employment and personal pensions in current contribution. <br />Includes occupational pensions from current/previous employments and personal pensions, including deferred pensions and pensions in draw-down mode. <br />Elementary occupations involve the performance of simple and routine tasks which may require the use of hand-held tools and considerable physical effort. Examples include cleaning, restocking supplies and performing basic maintenance tasks, helping in kitchens and performing simple tasks in food preparation, delivering messages or goods, etc.",
+    "Refer to Background Notes for the definition of the ILO Labour Force classification of persons in employment.<br /><br />Please note data may not add to 100% due to rounding issues.<br /><br />The compositional effect on survey results due to changes in employment in certain sectors as a result of the COVID-19 pandemic is detailed in the Background Notes. <br />Includes only occupational pensions from current employment and personal pensions in current contribution. <br />Includes occupational pensions from current/previous employments and personal pensions, including deferred pensions and pensions in draw-down mode. <br />Elementary occupations involve the performance of simple and routine tasks which may require the use of hand-held tools and considerable physical effort. Examples include cleaning, restocking supplies and performing basic maintenance tasks, helping in kitchens and performing simple tasks in food preparation, delivering messages or goods, etc.",
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/housingandhouseholds/pensioncoverage/\">statistical release page</a> on our website"
   ],
   "source_href": "https://data.cso.ie/table/PMQ14",
-  "updated_at": "2024-02-26T11:00:00Z"
+  "updated_at": "2024-12-19T11:00:00Z"
 }
\ No newline at end of file
diff --git a/PMQ14/series.jsonl b/PMQ14/series.jsonl
index 88251a285b0b7634152d1ec8e884087dfe85934c..6b3c3d05d59e0a6e48e992ef1390a10df98d6770 100644
--- a/PMQ14/series.jsonl
+++ b/PMQ14/series.jsonl
@@ -1,40 +1,40 @@
-{"code":"PMQ14.1.-","dimensions":{"C03288V03961":"1","C03324V04011":"-","STATISTIC":"PMQ14"},"observations":[["PERIOD","VALUE"],["2009Q4",100.0],["2015Q4",100.0],["2018Q3",100.0],["2019Q3",100.0],["2020Q3",100.0],["2021Q3",100.0],["2022Q3",100.0],["2023Q3",100.0]]}
-{"code":"PMQ14.1.01","dimensions":{"C03288V03961":"1","C03324V04011":"01","STATISTIC":"PMQ14"},"observations":[["PERIOD","VALUE"],["2009Q4",59.5],["2015Q4",57.9],["2018Q3",46.5],["2019Q3",43.8],["2020Q3",56.4],["2021Q3",65.4],["2022Q3",59.0],["2023Q3",58.0]]}
-{"code":"PMQ14.1.02","dimensions":{"C03288V03961":"1","C03324V04011":"02","STATISTIC":"PMQ14"},"observations":[["PERIOD","VALUE"],["2009Q4",34.0],["2015Q4",35.1],["2018Q3",30.5],["2019Q3",32.6],["2020Q3",22.6],["2021Q3",18.2],["2022Q3",20.0],["2023Q3",16.0]]}
-{"code":"PMQ14.1.03","dimensions":{"C03288V03961":"1","C03324V04011":"03","STATISTIC":"PMQ14"},"observations":[["PERIOD","VALUE"],["2009Q4",6.5],["2015Q4",7.0],["2018Q3",23.0],["2019Q3",23.7],["2020Q3",21.0],["2021Q3",18.5],["2022Q3",22.0],["2023Q3",25.0]]}
-{"code":"PMQ14.2.-","dimensions":{"C03288V03961":"2","C03324V04011":"-","STATISTIC":"PMQ14"},"observations":[["PERIOD","VALUE"],["2009Q4",100.0],["2015Q4",100.0],["2018Q3",100.0],["2019Q3",100.0],["2020Q3",100.0],["2021Q3",100.0],["2022Q3",100.0],["2023Q3",100.0]]}
-{"code":"PMQ14.2.01","dimensions":{"C03288V03961":"2","C03324V04011":"01","STATISTIC":"PMQ14"},"observations":[["PERIOD","VALUE"],["2009Q4",79.2],["2015Q4",76.6],["2018Q3",68.0],["2019Q3",65.4],["2020Q3",72.7],["2021Q3",74.2],["2022Q3",77.0],["2023Q3",70.0]]}
-{"code":"PMQ14.2.02","dimensions":{"C03288V03961":"2","C03324V04011":"02","STATISTIC":"PMQ14"},"observations":[["PERIOD","VALUE"],["2009Q4",14.4],["2015Q4",11.1],["2018Q3",7.4],["2019Q3",7.6],["2020Q3",6.1],["2021Q3",6.9],["2022Q3",6.0],["2023Q3",7.0]]}
-{"code":"PMQ14.2.03","dimensions":{"C03288V03961":"2","C03324V04011":"03","STATISTIC":"PMQ14"},"observations":[["PERIOD","VALUE"],["2009Q4",6.5],["2015Q4",12.3],["2018Q3",24.6],["2019Q3",27.1],["2020Q3",21.2],["2021Q3",18.9],["2022Q3",17.0],["2023Q3",23.0]]}
-{"code":"PMQ14.3.-","dimensions":{"C03288V03961":"3","C03324V04011":"-","STATISTIC":"PMQ14"},"observations":[["PERIOD","VALUE"],["2009Q4",100.0],["2015Q4",100.0],["2018Q3",100.0],["2019Q3",100.0],["2020Q3",100.0],["2021Q3",100.0],["2022Q3",100.0],["2023Q3",100.0]]}
-{"code":"PMQ14.3.01","dimensions":{"C03288V03961":"3","C03324V04011":"01","STATISTIC":"PMQ14"},"observations":[["PERIOD","VALUE"],["2009Q4",82.9],["2015Q4",75.2],["2018Q3",70.9],["2019Q3",64.6],["2020Q3",68.9],["2021Q3",77.6],["2022Q3",75.0],["2023Q3",74.0]]}
-{"code":"PMQ14.3.02","dimensions":{"C03288V03961":"3","C03324V04011":"02","STATISTIC":"PMQ14"},"observations":[["PERIOD","VALUE"],["2009Q4",11.9],["2015Q4",17.0],["2018Q3",9.4],["2019Q3",11.3],["2020Q3",10.9],["2021Q3",7.8],["2022Q3",6.0],["2023Q3",7.0]]}
-{"code":"PMQ14.3.03","dimensions":{"C03288V03961":"3","C03324V04011":"03","STATISTIC":"PMQ14"},"observations":[["PERIOD","VALUE"],["2009Q4",5.3],["2015Q4",7.8],["2018Q3",19.7],["2019Q3",24.1],["2020Q3",20.1],["2021Q3",14.5],["2022Q3",19.0],["2023Q3",20.0]]}
-{"code":"PMQ14.4.-","dimensions":{"C03288V03961":"4","C03324V04011":"-","STATISTIC":"PMQ14"},"observations":[["PERIOD","VALUE"],["2009Q4",100.0],["2015Q4",100.0],["2018Q3",100.0],["2019Q3",100.0],["2020Q3",100.0],["2021Q3",100.0],["2022Q3",100.0],["2023Q3",100.0]]}
-{"code":"PMQ14.4.01","dimensions":{"C03288V03961":"4","C03324V04011":"01","STATISTIC":"PMQ14"},"observations":[["PERIOD","VALUE"],["2009Q4",90.8],["2015Q4",84.1],["2018Q3",73.8],["2019Q3",67.6],["2020Q3",80.0],["2021Q3",79.7],["2022Q3",77.0],["2023Q3",76.0]]}
-{"code":"PMQ14.4.02","dimensions":{"C03288V03961":"4","C03324V04011":"02","STATISTIC":"PMQ14"},"observations":[["PERIOD","VALUE"],["2009Q4",6.8],["2015Q4",7.9],["2018Q3",9.8],["2019Q3",9.0],["2020Q3",8.5],["2021Q3",7.0],["2022Q3",8.0],["2023Q3",6.0]]}
-{"code":"PMQ14.4.03","dimensions":{"C03288V03961":"4","C03324V04011":"03","STATISTIC":"PMQ14"},"observations":[["PERIOD","VALUE"],["2009Q4",2.5],["2015Q4",8.0],["2018Q3",16.3],["2019Q3",23.4],["2020Q3",11.5],["2021Q3",13.3],["2022Q3",15.0],["2023Q3",18.0]]}
-{"code":"PMQ14.5.-","dimensions":{"C03288V03961":"5","C03324V04011":"-","STATISTIC":"PMQ14"},"observations":[["PERIOD","VALUE"],["2009Q4",100.0],["2015Q4",100.0],["2018Q3",100.0],["2019Q3",100.0],["2020Q3",100.0],["2021Q3",100.0],["2022Q3",100.0],["2023Q3",100.0]]}
-{"code":"PMQ14.5.01","dimensions":{"C03288V03961":"5","C03324V04011":"01","STATISTIC":"PMQ14"},"observations":[["PERIOD","VALUE"],["2009Q4",51.8],["2015Q4",48.4],["2018Q3",38.3],["2019Q3",42.2],["2020Q3",52.5],["2021Q3",73.1],["2022Q3",78.0],["2023Q3",76.0]]}
-{"code":"PMQ14.5.02","dimensions":{"C03288V03961":"5","C03324V04011":"02","STATISTIC":"PMQ14"},"observations":[["PERIOD","VALUE"],["2009Q4",44.9],["2015Q4",45.6],["2018Q3",43.9],["2019Q3",38.3],["2020Q3",32.6],["2021Q3",12.5],["2022Q3",9.0],["2023Q3",8.0]]}
-{"code":"PMQ14.5.03","dimensions":{"C03288V03961":"5","C03324V04011":"03","STATISTIC":"PMQ14"},"observations":[["PERIOD","VALUE"],["2009Q4",3.3],["2015Q4",6.0],["2018Q3",17.8],["2019Q3",19.5],["2020Q3",15.0],["2021Q3",14.5],["2022Q3",12.0],["2023Q3",16.0]]}
-{"code":"PMQ14.6.-","dimensions":{"C03288V03961":"6","C03324V04011":"-","STATISTIC":"PMQ14"},"observations":[["PERIOD","VALUE"],["2009Q4",100.0],["2015Q4",100.0],["2018Q3",100.0],["2019Q3",100.0],["2020Q3",100.0],["2021Q3",100.0],["2022Q3",100.0],["2023Q3",100.0]]}
-{"code":"PMQ14.6.01","dimensions":{"C03288V03961":"6","C03324V04011":"01","STATISTIC":"PMQ14"},"observations":[["PERIOD","VALUE"],["2009Q4",84.7],["2015Q4",83.6],["2018Q3",74.0],["2019Q3",68.3],["2020Q3",78.9],["2021Q3",70.8],["2022Q3",24.0],["2023Q3",20.0]]}
-{"code":"PMQ14.6.02","dimensions":{"C03288V03961":"6","C03324V04011":"02","STATISTIC":"PMQ14"},"observations":[["PERIOD","VALUE"],["2009Q4",10.1],["2015Q4",10.8],["2018Q3",11.5],["2019Q3",14.6],["2020Q3",7.3],["2021Q3",7.0],["2022Q3",67.0],["2023Q3",67.0]]}
-{"code":"PMQ14.6.03","dimensions":{"C03288V03961":"6","C03324V04011":"03","STATISTIC":"PMQ14"},"observations":[["PERIOD","VALUE"],["2009Q4",5.2],["2015Q4",5.6],["2018Q3",14.5],["2019Q3",17.1],["2020Q3",13.9],["2021Q3",9.2],["2022Q3",9.0],["2023Q3",13.0]]}
-{"code":"PMQ14.7.-","dimensions":{"C03288V03961":"7","C03324V04011":"-","STATISTIC":"PMQ14"},"observations":[["PERIOD","VALUE"],["2009Q4",100.0],["2015Q4",100.0],["2018Q3",100.0],["2019Q3",100.0],["2020Q3",100.0],["2021Q3",100.0],["2022Q3",100.0],["2023Q3",100.0]]}
-{"code":"PMQ14.7.01","dimensions":{"C03288V03961":"7","C03324V04011":"01","STATISTIC":"PMQ14"},"observations":[["PERIOD","VALUE"],["2009Q4",74.7],["2015Q4",72.1],["2018Q3",62.6],["2019Q3",59.8],["2020Q3",77.0],["2021Q3",67.9],["2022Q3",57.0],["2023Q3",66.0]]}
-{"code":"PMQ14.7.02","dimensions":{"C03288V03961":"7","C03324V04011":"02","STATISTIC":"PMQ14"},"observations":[["PERIOD","VALUE"],["2009Q4",21.6],["2015Q4",20.1],["2018Q3",21.2],["2019Q3",19.2],["2020Q3",11.3],["2021Q3",23.5],["2022Q3",25.0],["2023Q3",14.0]]}
-{"code":"PMQ14.7.03","dimensions":{"C03288V03961":"7","C03324V04011":"03","STATISTIC":"PMQ14"},"observations":[["PERIOD","VALUE"],["2009Q4",3.7],["2015Q4",7.8],["2018Q3",16.2],["2019Q3",21.0],["2020Q3",11.6],["2021Q3",8.5],["2022Q3",18.0],["2023Q3",20.0]]}
-{"code":"PMQ14.8.-","dimensions":{"C03288V03961":"8","C03324V04011":"-","STATISTIC":"PMQ14"},"observations":[["PERIOD","VALUE"],["2009Q4",100.0],["2015Q4",100.0],["2018Q3",100.0],["2019Q3",100.0],["2020Q3",100.0],["2021Q3",100.0],["2022Q3",100.0],["2023Q3",100.0]]}
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-{"code":"PMQ14.9.-","dimensions":{"C03288V03961":"9","C03324V04011":"-","STATISTIC":"PMQ14"},"observations":[["PERIOD","VALUE"],["2009Q4",100.0],["2015Q4",100.0],["2018Q3",100.0],["2019Q3",100.0],["2020Q3",100.0],["2021Q3",100.0],["2022Q3",100.0],["2023Q3",100.0]]}
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-{"code":"PMQ14.9.02","dimensions":{"C03288V03961":"9","C03324V04011":"02","STATISTIC":"PMQ14"},"observations":[["PERIOD","VALUE"],["2009Q4",14.5],["2015Q4",7.7],["2018Q3",15.5],["2019Q3",19.1],["2020Q3",16.6],["2021Q3",17.5],["2022Q3",6.0],["2023Q3",15.0]]}
-{"code":"PMQ14.9.03","dimensions":{"C03288V03961":"9","C03324V04011":"03","STATISTIC":"PMQ14"},"observations":[["PERIOD","VALUE"],["2009Q4",4.2],["2015Q4",6.2],["2018Q3",17.6],["2019Q3",16.4],["2020Q3",16.4],["2021Q3",15.5],["2022Q3",14.0],["2023Q3",14.0]]}
-{"code":"PMQ14.X1.-","dimensions":{"C03288V03961":"X1","C03324V04011":"-","STATISTIC":"PMQ14"},"observations":[["PERIOD","VALUE"],["2009Q4",100.0],["2015Q4",100.0],["2018Q3",100.0],["2019Q3","NA"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3",100.0]]}
-{"code":"PMQ14.X1.01","dimensions":{"C03288V03961":"X1","C03324V04011":"01","STATISTIC":"PMQ14"},"observations":[["PERIOD","VALUE"],["2009Q4",41.4],["2015Q4",93.6],["2018Q3",48.3],["2019Q3","NA"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"]]}
-{"code":"PMQ14.X1.02","dimensions":{"C03288V03961":"X1","C03324V04011":"02","STATISTIC":"PMQ14"},"observations":[["PERIOD","VALUE"],["2009Q4",58.6],["2015Q4",6.4],["2018Q3",38.7],["2019Q3","NA"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"]]}
-{"code":"PMQ14.X1.03","dimensions":{"C03288V03961":"X1","C03324V04011":"03","STATISTIC":"PMQ14"},"observations":[["PERIOD","VALUE"],["2009Q4",0.0],["2015Q4",0.0],["2018Q3",12.9],["2019Q3","NA"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"]]}
+{"code":"PMQ14.1.-","dimensions":{"C03288V03961":"1","C03324V04011":"-","STATISTIC":"PMQ14"},"observations":[["PERIOD","VALUE"],["2009Q4",100.0],["2015Q4",100.0],["2018Q3",100.0],["2019Q3",100.0],["2020Q3",100.0],["2021Q3",100.0],["2022Q3",100.0],["2023Q3",100.0],["2024Q3",100.0]]}
+{"code":"PMQ14.1.01","dimensions":{"C03288V03961":"1","C03324V04011":"01","STATISTIC":"PMQ14"},"observations":[["PERIOD","VALUE"],["2009Q4",59.5],["2015Q4",57.9],["2018Q3",46.5],["2019Q3",43.8],["2020Q3",56.4],["2021Q3",65.4],["2022Q3",59.0],["2023Q3",58.0],["2024Q3",61.0]]}
+{"code":"PMQ14.1.02","dimensions":{"C03288V03961":"1","C03324V04011":"02","STATISTIC":"PMQ14"},"observations":[["PERIOD","VALUE"],["2009Q4",34.0],["2015Q4",35.1],["2018Q3",30.5],["2019Q3",32.6],["2020Q3",22.6],["2021Q3",18.2],["2022Q3",20.0],["2023Q3",16.0],["2024Q3",16.0]]}
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+{"code":"PMQ14.2.-","dimensions":{"C03288V03961":"2","C03324V04011":"-","STATISTIC":"PMQ14"},"observations":[["PERIOD","VALUE"],["2009Q4",100.0],["2015Q4",100.0],["2018Q3",100.0],["2019Q3",100.0],["2020Q3",100.0],["2021Q3",100.0],["2022Q3",100.0],["2023Q3",100.0],["2024Q3",100.0]]}
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+{"code":"PMQ14.3.03","dimensions":{"C03288V03961":"3","C03324V04011":"03","STATISTIC":"PMQ14"},"observations":[["PERIOD","VALUE"],["2009Q4",5.3],["2015Q4",7.8],["2018Q3",19.7],["2019Q3",24.1],["2020Q3",20.1],["2021Q3",14.5],["2022Q3",19.0],["2023Q3",20.0],["2024Q3",21.0]]}
+{"code":"PMQ14.4.-","dimensions":{"C03288V03961":"4","C03324V04011":"-","STATISTIC":"PMQ14"},"observations":[["PERIOD","VALUE"],["2009Q4",100.0],["2015Q4",100.0],["2018Q3",100.0],["2019Q3",100.0],["2020Q3",100.0],["2021Q3",100.0],["2022Q3",100.0],["2023Q3",100.0],["2024Q3",100.0]]}
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+{"code":"PMQ14.8.-","dimensions":{"C03288V03961":"8","C03324V04011":"-","STATISTIC":"PMQ14"},"observations":[["PERIOD","VALUE"],["2009Q4",100.0],["2015Q4",100.0],["2018Q3",100.0],["2019Q3",100.0],["2020Q3",100.0],["2021Q3",100.0],["2022Q3",100.0],["2023Q3",100.0],["2024Q3",100.0]]}
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+{"code":"PMQ14.9.-","dimensions":{"C03288V03961":"9","C03324V04011":"-","STATISTIC":"PMQ14"},"observations":[["PERIOD","VALUE"],["2009Q4",100.0],["2015Q4",100.0],["2018Q3",100.0],["2019Q3",100.0],["2020Q3",100.0],["2021Q3",100.0],["2022Q3",100.0],["2023Q3",100.0],["2024Q3",100.0]]}
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+{"code":"PMQ14.9.03","dimensions":{"C03288V03961":"9","C03324V04011":"03","STATISTIC":"PMQ14"},"observations":[["PERIOD","VALUE"],["2009Q4",4.2],["2015Q4",6.2],["2018Q3",17.6],["2019Q3",16.4],["2020Q3",16.4],["2021Q3",15.5],["2022Q3",14.0],["2023Q3",14.0],["2024Q3",18.0]]}
+{"code":"PMQ14.X1.-","dimensions":{"C03288V03961":"X1","C03324V04011":"-","STATISTIC":"PMQ14"},"observations":[["PERIOD","VALUE"],["2009Q4",100.0],["2015Q4",100.0],["2018Q3",100.0],["2019Q3","NA"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3",100.0],["2024Q3",100.0]]}
+{"code":"PMQ14.X1.01","dimensions":{"C03288V03961":"X1","C03324V04011":"01","STATISTIC":"PMQ14"},"observations":[["PERIOD","VALUE"],["2009Q4",41.4],["2015Q4",93.6],["2018Q3",48.3],["2019Q3","NA"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ14.X1.02","dimensions":{"C03288V03961":"X1","C03324V04011":"02","STATISTIC":"PMQ14"},"observations":[["PERIOD","VALUE"],["2009Q4",58.6],["2015Q4",6.4],["2018Q3",38.7],["2019Q3","NA"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ14.X1.03","dimensions":{"C03288V03961":"X1","C03324V04011":"03","STATISTIC":"PMQ14"},"observations":[["PERIOD","VALUE"],["2009Q4",0.0],["2015Q4",0.0],["2018Q3",12.9],["2019Q3","NA"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
diff --git a/PMQ32/dataset.json b/PMQ32/dataset.json
index 025859232385b4d7a6f98d5d840e12b085d6f1b7..9d8a1c1408c32631af25089a36ec52651e8c1de6 100644
--- a/PMQ32/dataset.json
+++ b/PMQ32/dataset.json
@@ -3,8 +3,8 @@
   "dimensions_codes_order": [
     "STATISTIC",
     "C03714V04461",
-    "C02199V02655",
-    "C02076V02508"
+    "C02076V02508",
+    "C02199V02655"
   ],
   "dimensions_labels": {
     "C02076V02508": "Age Group",
@@ -40,6 +40,10 @@
       ]
     ],
     "C02199V02655": [
+      [
+        "-",
+        "Both sexes"
+      ],
       [
         "1",
         "Male"
@@ -80,9 +84,9 @@
   },
   "name": "Persons with occupational pension coverage",
   "notes": [
-    "Occupational pension coverage from current employment.<br />Occupational pension coverage from  current or previous employments.<br />A Hybrid pension scheme is one which is neither a full Defined Benefit scheme nor a full Defined Contribution scheme, but has some of the characteristics of each.<br />..Sample occurrence too small for estimation.<br />Please note data may not add to 100% due to rounding issues.",
+    "Occupational pension coverage from current employment.<br />Occupational pension coverage from current or previous employments.<br />A Hybrid pension scheme is one which is neither a full Defined Benefit scheme nor a full Defined Contribution scheme, but has some of the characteristics of each.<br />.. Sample occurrence too small for estimation.<br />Please note data may not add to 100% due to rounding issues.",
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/housingandhouseholds/pensioncoverage/\">statistical release page </a>on our website."
   ],
   "source_href": "https://data.cso.ie/table/PMQ32",
-  "updated_at": "2024-02-26T11:00:00Z"
+  "updated_at": "2024-12-19T11:00:00Z"
 }
\ No newline at end of file
diff --git a/PMQ32/series.jsonl b/PMQ32/series.jsonl
index a955d1156b0b3052d52dba0813e36324806ec49f..e824cb72e04473474dbc19c1936e3b66d91e68f0 100644
--- a/PMQ32/series.jsonl
+++ b/PMQ32/series.jsonl
@@ -1,108 +1,162 @@
-{"code":"PMQ32C01.100.1.-","dimensions":{"C02076V02508":"-","C02199V02655":"1","C03714V04461":"100","STATISTIC":"PMQ32C01"},"observations":[["PERIOD","VALUE"],["2020Q3",30.4],["2021Q3",23.3],["2022Q3",29.0],["2023Q3",27.0]]}
-{"code":"PMQ32C01.100.1.365","dimensions":{"C02076V02508":"365","C02199V02655":"1","C03714V04461":"100","STATISTIC":"PMQ32C01"},"observations":[["PERIOD","VALUE"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"]]}
-{"code":"PMQ32C01.100.1.415","dimensions":{"C02076V02508":"415","C02199V02655":"1","C03714V04461":"100","STATISTIC":"PMQ32C01"},"observations":[["PERIOD","VALUE"],["2020Q3",26.8],["2021Q3",23.6],["2022Q3",24.0],["2023Q3",25.0]]}
-{"code":"PMQ32C01.100.1.465","dimensions":{"C02076V02508":"465","C02199V02655":"1","C03714V04461":"100","STATISTIC":"PMQ32C01"},"observations":[["PERIOD","VALUE"],["2020Q3",27.0],["2021Q3",25.0],["2022Q3",27.0],["2023Q3",19.0]]}
-{"code":"PMQ32C01.100.1.500","dimensions":{"C02076V02508":"500","C02199V02655":"1","C03714V04461":"100","STATISTIC":"PMQ32C01"},"observations":[["PERIOD","VALUE"],["2020Q3",29.6],["2021Q3",27.0],["2022Q3",30.0],["2023Q3",34.0]]}
-{"code":"PMQ32C01.100.1.540","dimensions":{"C02076V02508":"540","C02199V02655":"1","C03714V04461":"100","STATISTIC":"PMQ32C01"},"observations":[["PERIOD","VALUE"],["2020Q3",44.3],["2021Q3",37.0],["2022Q3",37.0],["2023Q3",36.0]]}
-{"code":"PMQ32C01.100.2.-","dimensions":{"C02076V02508":"-","C02199V02655":"2","C03714V04461":"100","STATISTIC":"PMQ32C01"},"observations":[["PERIOD","VALUE"],["2020Q3",37.5],["2021Q3",33.1],["2022Q3",36.0],["2023Q3",34.0]]}
-{"code":"PMQ32C01.100.2.365","dimensions":{"C02076V02508":"365","C02199V02655":"2","C03714V04461":"100","STATISTIC":"PMQ32C01"},"observations":[["PERIOD","VALUE"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"]]}
-{"code":"PMQ32C01.100.2.415","dimensions":{"C02076V02508":"415","C02199V02655":"2","C03714V04461":"100","STATISTIC":"PMQ32C01"},"observations":[["PERIOD","VALUE"],["2020Q3",31.5],["2021Q3",27.1],["2022Q3",24.0],["2023Q3",28.0]]}
-{"code":"PMQ32C01.100.2.465","dimensions":{"C02076V02508":"465","C02199V02655":"2","C03714V04461":"100","STATISTIC":"PMQ32C01"},"observations":[["PERIOD","VALUE"],["2020Q3",36.3],["2021Q3",32.7],["2022Q3",33.0],["2023Q3",29.0]]}
-{"code":"PMQ32C01.100.2.500","dimensions":{"C02076V02508":"500","C02199V02655":"2","C03714V04461":"100","STATISTIC":"PMQ32C01"},"observations":[["PERIOD","VALUE"],["2020Q3",42.4],["2021Q3",36.1],["2022Q3",41.0],["2023Q3",38.0]]}
-{"code":"PMQ32C01.100.2.540","dimensions":{"C02076V02508":"540","C02199V02655":"2","C03714V04461":"100","STATISTIC":"PMQ32C01"},"observations":[["PERIOD","VALUE"],["2020Q3",48.2],["2021Q3",44.7],["2022Q3",47.0],["2023Q3",48.0]]}
-{"code":"PMQ32C01.110.1.-","dimensions":{"C02076V02508":"-","C02199V02655":"1","C03714V04461":"110","STATISTIC":"PMQ32C01"},"observations":[["PERIOD","VALUE"],["2020Q3",66.6],["2021Q3",72.0],["2022Q3",65.0],["2023Q3",69.0]]}
-{"code":"PMQ32C01.110.1.365","dimensions":{"C02076V02508":"365","C02199V02655":"1","C03714V04461":"110","STATISTIC":"PMQ32C01"},"observations":[["PERIOD","VALUE"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"]]}
-{"code":"PMQ32C01.110.1.415","dimensions":{"C02076V02508":"415","C02199V02655":"1","C03714V04461":"110","STATISTIC":"PMQ32C01"},"observations":[["PERIOD","VALUE"],["2020Q3",72.3],["2021Q3",71.8],["2022Q3",73.0],["2023Q3",72.0]]}
-{"code":"PMQ32C01.110.1.465","dimensions":{"C02076V02508":"465","C02199V02655":"1","C03714V04461":"110","STATISTIC":"PMQ32C01"},"observations":[["PERIOD","VALUE"],["2020Q3",70.5],["2021Q3",71.1],["2022Q3",68.0],["2023Q3",76.0]]}
-{"code":"PMQ32C01.110.1.500","dimensions":{"C02076V02508":"500","C02199V02655":"1","C03714V04461":"110","STATISTIC":"PMQ32C01"},"observations":[["PERIOD","VALUE"],["2020Q3",66.8],["2021Q3",67.8],["2022Q3",61.0],["2023Q3",62.0]]}
-{"code":"PMQ32C01.110.1.540","dimensions":{"C02076V02508":"540","C02199V02655":"1","C03714V04461":"110","STATISTIC":"PMQ32C01"},"observations":[["PERIOD","VALUE"],["2020Q3",49.7],["2021Q3",59.1],["2022Q3",55.0],["2023Q3",59.0]]}
-{"code":"PMQ32C01.110.2.-","dimensions":{"C02076V02508":"-","C02199V02655":"2","C03714V04461":"110","STATISTIC":"PMQ32C01"},"observations":[["PERIOD","VALUE"],["2020Q3",60.9],["2021Q3",64.8],["2022Q3",59.0],["2023Q3",63.0]]}
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+{"code":"PMQ32C03.110.-.2","dimensions":{"C02076V02508":"-","C02199V02655":"2","C03714V04461":"110","STATISTIC":"PMQ32C03"},"observations":[["PERIOD","VALUE"],["2020Q3",69.4],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ32C03.110.365.-","dimensions":{"C02076V02508":"365","C02199V02655":"-","C03714V04461":"110","STATISTIC":"PMQ32C03"},"observations":[["PERIOD","VALUE"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ32C03.110.365.1","dimensions":{"C02076V02508":"365","C02199V02655":"1","C03714V04461":"110","STATISTIC":"PMQ32C03"},"observations":[["PERIOD","VALUE"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ32C03.110.365.2","dimensions":{"C02076V02508":"365","C02199V02655":"2","C03714V04461":"110","STATISTIC":"PMQ32C03"},"observations":[["PERIOD","VALUE"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ32C03.110.415.-","dimensions":{"C02076V02508":"415","C02199V02655":"-","C03714V04461":"110","STATISTIC":"PMQ32C03"},"observations":[["PERIOD","VALUE"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ32C03.110.415.1","dimensions":{"C02076V02508":"415","C02199V02655":"1","C03714V04461":"110","STATISTIC":"PMQ32C03"},"observations":[["PERIOD","VALUE"],["2020Q3",100.0],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ32C03.110.415.2","dimensions":{"C02076V02508":"415","C02199V02655":"2","C03714V04461":"110","STATISTIC":"PMQ32C03"},"observations":[["PERIOD","VALUE"],["2020Q3",66.2],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ32C03.110.465.-","dimensions":{"C02076V02508":"465","C02199V02655":"-","C03714V04461":"110","STATISTIC":"PMQ32C03"},"observations":[["PERIOD","VALUE"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ32C03.110.465.1","dimensions":{"C02076V02508":"465","C02199V02655":"1","C03714V04461":"110","STATISTIC":"PMQ32C03"},"observations":[["PERIOD","VALUE"],["2020Q3",83.4],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ32C03.110.465.2","dimensions":{"C02076V02508":"465","C02199V02655":"2","C03714V04461":"110","STATISTIC":"PMQ32C03"},"observations":[["PERIOD","VALUE"],["2020Q3",85.7],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ32C03.110.500.-","dimensions":{"C02076V02508":"500","C02199V02655":"-","C03714V04461":"110","STATISTIC":"PMQ32C03"},"observations":[["PERIOD","VALUE"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ32C03.110.500.1","dimensions":{"C02076V02508":"500","C02199V02655":"1","C03714V04461":"110","STATISTIC":"PMQ32C03"},"observations":[["PERIOD","VALUE"],["2020Q3",74.8],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ32C03.110.500.2","dimensions":{"C02076V02508":"500","C02199V02655":"2","C03714V04461":"110","STATISTIC":"PMQ32C03"},"observations":[["PERIOD","VALUE"],["2020Q3",80.7],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ32C03.110.540.-","dimensions":{"C02076V02508":"540","C02199V02655":"-","C03714V04461":"110","STATISTIC":"PMQ32C03"},"observations":[["PERIOD","VALUE"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ32C03.110.540.1","dimensions":{"C02076V02508":"540","C02199V02655":"1","C03714V04461":"110","STATISTIC":"PMQ32C03"},"observations":[["PERIOD","VALUE"],["2020Q3",48.2],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ32C03.110.540.2","dimensions":{"C02076V02508":"540","C02199V02655":"2","C03714V04461":"110","STATISTIC":"PMQ32C03"},"observations":[["PERIOD","VALUE"],["2020Q3",40.8],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ32C03.120.-.-","dimensions":{"C02076V02508":"-","C02199V02655":"-","C03714V04461":"120","STATISTIC":"PMQ32C03"},"observations":[["PERIOD","VALUE"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ32C03.120.-.1","dimensions":{"C02076V02508":"-","C02199V02655":"1","C03714V04461":"120","STATISTIC":"PMQ32C03"},"observations":[["PERIOD","VALUE"],["2020Q3",0.9],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ32C03.120.-.2","dimensions":{"C02076V02508":"-","C02199V02655":"2","C03714V04461":"120","STATISTIC":"PMQ32C03"},"observations":[["PERIOD","VALUE"],["2020Q3",7.0],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ32C03.120.365.-","dimensions":{"C02076V02508":"365","C02199V02655":"-","C03714V04461":"120","STATISTIC":"PMQ32C03"},"observations":[["PERIOD","VALUE"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ32C03.120.365.1","dimensions":{"C02076V02508":"365","C02199V02655":"1","C03714V04461":"120","STATISTIC":"PMQ32C03"},"observations":[["PERIOD","VALUE"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ32C03.120.365.2","dimensions":{"C02076V02508":"365","C02199V02655":"2","C03714V04461":"120","STATISTIC":"PMQ32C03"},"observations":[["PERIOD","VALUE"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ32C03.120.415.-","dimensions":{"C02076V02508":"415","C02199V02655":"-","C03714V04461":"120","STATISTIC":"PMQ32C03"},"observations":[["PERIOD","VALUE"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ32C03.120.415.1","dimensions":{"C02076V02508":"415","C02199V02655":"1","C03714V04461":"120","STATISTIC":"PMQ32C03"},"observations":[["PERIOD","VALUE"],["2020Q3",0.0],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ32C03.120.415.2","dimensions":{"C02076V02508":"415","C02199V02655":"2","C03714V04461":"120","STATISTIC":"PMQ32C03"},"observations":[["PERIOD","VALUE"],["2020Q3",0.0],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ32C03.120.465.-","dimensions":{"C02076V02508":"465","C02199V02655":"-","C03714V04461":"120","STATISTIC":"PMQ32C03"},"observations":[["PERIOD","VALUE"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ32C03.120.465.1","dimensions":{"C02076V02508":"465","C02199V02655":"1","C03714V04461":"120","STATISTIC":"PMQ32C03"},"observations":[["PERIOD","VALUE"],["2020Q3",0.0],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ32C03.120.465.2","dimensions":{"C02076V02508":"465","C02199V02655":"2","C03714V04461":"120","STATISTIC":"PMQ32C03"},"observations":[["PERIOD","VALUE"],["2020Q3",5.4],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ32C03.120.500.-","dimensions":{"C02076V02508":"500","C02199V02655":"-","C03714V04461":"120","STATISTIC":"PMQ32C03"},"observations":[["PERIOD","VALUE"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ32C03.120.500.1","dimensions":{"C02076V02508":"500","C02199V02655":"1","C03714V04461":"120","STATISTIC":"PMQ32C03"},"observations":[["PERIOD","VALUE"],["2020Q3",2.0],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ32C03.120.500.2","dimensions":{"C02076V02508":"500","C02199V02655":"2","C03714V04461":"120","STATISTIC":"PMQ32C03"},"observations":[["PERIOD","VALUE"],["2020Q3",12.0],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ32C03.120.540.-","dimensions":{"C02076V02508":"540","C02199V02655":"-","C03714V04461":"120","STATISTIC":"PMQ32C03"},"observations":[["PERIOD","VALUE"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ32C03.120.540.1","dimensions":{"C02076V02508":"540","C02199V02655":"1","C03714V04461":"120","STATISTIC":"PMQ32C03"},"observations":[["PERIOD","VALUE"],["2020Q3",1.2],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ32C03.120.540.2","dimensions":{"C02076V02508":"540","C02199V02655":"2","C03714V04461":"120","STATISTIC":"PMQ32C03"},"observations":[["PERIOD","VALUE"],["2020Q3",4.1],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
diff --git a/PMQ33/dataset.json b/PMQ33/dataset.json
index dbd88ae7a7d23dd29b48e5f97465dafe546c3291..8271503cbeb6ecfb9e27447f09578d6d87a0fc7a 100644
--- a/PMQ33/dataset.json
+++ b/PMQ33/dataset.json
@@ -7,11 +7,15 @@
   ],
   "dimensions_labels": {
     "C02199V02655": "Sex",
-    "C03715V04462": "Reasons for not having an occupational pension",
-    "STATISTIC": "STATISTIC"
+    "C03715V04462": "Reasons for not having an Occupational Pension",
+    "STATISTIC": "Statistic"
   },
   "dimensions_values_labels": {
     "C02199V02655": [
+      [
+        "-",
+        "Both sexes"
+      ],
       [
         "1",
         "Male"
@@ -38,6 +42,10 @@
         "120",
         "Not eligible to join employer's pension scheme"
       ],
+      [
+        "130",
+        "No pension with current employer but pension from previous employer(s)"
+      ],
       [
         "999",
         "Not Stated"
@@ -50,11 +58,11 @@
       ]
     ]
   },
-  "name": "Employees aged 20 to 69 years who do not have an occupational pension from current employment.",
+  "name": "Employees aged 20 to 69 years who do not have an Occupational Pension from Current Employment.",
   "notes": [
-    "Please note data may not add to 100% due to rounding issues.",
+    "Please note data may not add to 100% due to rounding issues. <br />Pensions from previous employment was an option for the first time in 2024.",
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/housingandhouseholds/pensioncoverage/\">statistical release page </a>on our website."
   ],
   "source_href": "https://data.cso.ie/table/PMQ33",
-  "updated_at": "2024-02-26T11:00:00Z"
+  "updated_at": "2024-12-19T11:00:00Z"
 }
\ No newline at end of file
diff --git a/PMQ33/series.jsonl b/PMQ33/series.jsonl
index 3eded113662b45dabc15b5b3f4e549a2f1eb2595..716a4fe67600b5ae221b5ae6b87c7ce20bc11ee5 100644
--- a/PMQ33/series.jsonl
+++ b/PMQ33/series.jsonl
@@ -1,10 +1,18 @@
-{"code":"PMQ33.1.-","dimensions":{"C02199V02655":"1","C03715V04462":"-","STATISTIC":"PMQ33"},"observations":[["PERIOD","VALUE"],["2020Q3",100.0],["2021Q3",100.0],["2022Q3","NA"],["2023Q3",100.0]]}
-{"code":"PMQ33.1.100","dimensions":{"C02199V02655":"1","C03715V04462":"100","STATISTIC":"PMQ33"},"observations":[["PERIOD","VALUE"],["2020Q3",50.8],["2021Q3",51.7],["2022Q3",50.0],["2023Q3",46.0]]}
-{"code":"PMQ33.1.110","dimensions":{"C02199V02655":"1","C03715V04462":"110","STATISTIC":"PMQ33"},"observations":[["PERIOD","VALUE"],["2020Q3",29.2],["2021Q3",25.2],["2022Q3",25.0],["2023Q3",27.0]]}
-{"code":"PMQ33.1.120","dimensions":{"C02199V02655":"1","C03715V04462":"120","STATISTIC":"PMQ33"},"observations":[["PERIOD","VALUE"],["2020Q3",9.8],["2021Q3",13.2],["2022Q3",17.0],["2023Q3",20.0]]}
-{"code":"PMQ33.1.999","dimensions":{"C02199V02655":"1","C03715V04462":"999","STATISTIC":"PMQ33"},"observations":[["PERIOD","VALUE"],["2020Q3",10.2],["2021Q3",9.9],["2022Q3",8.0],["2023Q3",7.0]]}
-{"code":"PMQ33.2.-","dimensions":{"C02199V02655":"2","C03715V04462":"-","STATISTIC":"PMQ33"},"observations":[["PERIOD","VALUE"],["2020Q3",100.0],["2021Q3",100.0],["2022Q3","NA"],["2023Q3",100.0]]}
-{"code":"PMQ33.2.100","dimensions":{"C02199V02655":"2","C03715V04462":"100","STATISTIC":"PMQ33"},"observations":[["PERIOD","VALUE"],["2020Q3",53.5],["2021Q3",54.7],["2022Q3",53.0],["2023Q3",54.0]]}
-{"code":"PMQ33.2.110","dimensions":{"C02199V02655":"2","C03715V04462":"110","STATISTIC":"PMQ33"},"observations":[["PERIOD","VALUE"],["2020Q3",20.0],["2021Q3",22.5],["2022Q3",22.0],["2023Q3",21.0]]}
-{"code":"PMQ33.2.120","dimensions":{"C02199V02655":"2","C03715V04462":"120","STATISTIC":"PMQ33"},"observations":[["PERIOD","VALUE"],["2020Q3",15.0],["2021Q3",14.1],["2022Q3",15.0],["2023Q3",14.0]]}
-{"code":"PMQ33.2.999","dimensions":{"C02199V02655":"2","C03715V04462":"999","STATISTIC":"PMQ33"},"observations":[["PERIOD","VALUE"],["2020Q3",11.5],["2021Q3",8.7],["2022Q3",9.0],["2023Q3",11.0]]}
+{"code":"PMQ33.-.-","dimensions":{"C02199V02655":"-","C03715V04462":"-","STATISTIC":"PMQ33"},"observations":[["PERIOD","VALUE"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ33.-.100","dimensions":{"C02199V02655":"-","C03715V04462":"100","STATISTIC":"PMQ33"},"observations":[["PERIOD","VALUE"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3",50.0],["2024Q3",53.0]]}
+{"code":"PMQ33.-.110","dimensions":{"C02199V02655":"-","C03715V04462":"110","STATISTIC":"PMQ33"},"observations":[["PERIOD","VALUE"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3",24.0],["2024Q3",23.0]]}
+{"code":"PMQ33.-.120","dimensions":{"C02199V02655":"-","C03715V04462":"120","STATISTIC":"PMQ33"},"observations":[["PERIOD","VALUE"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3",17.0],["2024Q3",15.0]]}
+{"code":"PMQ33.-.130","dimensions":{"C02199V02655":"-","C03715V04462":"130","STATISTIC":"PMQ33"},"observations":[["PERIOD","VALUE"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3",3.0]]}
+{"code":"PMQ33.-.999","dimensions":{"C02199V02655":"-","C03715V04462":"999","STATISTIC":"PMQ33"},"observations":[["PERIOD","VALUE"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3",9.0],["2024Q3",7.0]]}
+{"code":"PMQ33.1.-","dimensions":{"C02199V02655":"1","C03715V04462":"-","STATISTIC":"PMQ33"},"observations":[["PERIOD","VALUE"],["2020Q3",100.0],["2021Q3",100.0],["2022Q3","NA"],["2023Q3",100.0],["2024Q3","NA"]]}
+{"code":"PMQ33.1.100","dimensions":{"C02199V02655":"1","C03715V04462":"100","STATISTIC":"PMQ33"},"observations":[["PERIOD","VALUE"],["2020Q3",50.8],["2021Q3",51.7],["2022Q3",50.0],["2023Q3",46.0],["2024Q3",50.0]]}
+{"code":"PMQ33.1.110","dimensions":{"C02199V02655":"1","C03715V04462":"110","STATISTIC":"PMQ33"},"observations":[["PERIOD","VALUE"],["2020Q3",29.2],["2021Q3",25.2],["2022Q3",25.0],["2023Q3",27.0],["2024Q3",25.0]]}
+{"code":"PMQ33.1.120","dimensions":{"C02199V02655":"1","C03715V04462":"120","STATISTIC":"PMQ33"},"observations":[["PERIOD","VALUE"],["2020Q3",9.8],["2021Q3",13.2],["2022Q3",17.0],["2023Q3",20.0],["2024Q3",16.0]]}
+{"code":"PMQ33.1.130","dimensions":{"C02199V02655":"1","C03715V04462":"130","STATISTIC":"PMQ33"},"observations":[["PERIOD","VALUE"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3",3.0]]}
+{"code":"PMQ33.1.999","dimensions":{"C02199V02655":"1","C03715V04462":"999","STATISTIC":"PMQ33"},"observations":[["PERIOD","VALUE"],["2020Q3",10.2],["2021Q3",9.9],["2022Q3",8.0],["2023Q3",7.0],["2024Q3",6.0]]}
+{"code":"PMQ33.2.-","dimensions":{"C02199V02655":"2","C03715V04462":"-","STATISTIC":"PMQ33"},"observations":[["PERIOD","VALUE"],["2020Q3",100.0],["2021Q3",100.0],["2022Q3","NA"],["2023Q3",100.0],["2024Q3","NA"]]}
+{"code":"PMQ33.2.100","dimensions":{"C02199V02655":"2","C03715V04462":"100","STATISTIC":"PMQ33"},"observations":[["PERIOD","VALUE"],["2020Q3",53.5],["2021Q3",54.7],["2022Q3",53.0],["2023Q3",54.0],["2024Q3",55.0]]}
+{"code":"PMQ33.2.110","dimensions":{"C02199V02655":"2","C03715V04462":"110","STATISTIC":"PMQ33"},"observations":[["PERIOD","VALUE"],["2020Q3",20.0],["2021Q3",22.5],["2022Q3",22.0],["2023Q3",21.0],["2024Q3",20.0]]}
+{"code":"PMQ33.2.120","dimensions":{"C02199V02655":"2","C03715V04462":"120","STATISTIC":"PMQ33"},"observations":[["PERIOD","VALUE"],["2020Q3",15.0],["2021Q3",14.1],["2022Q3",15.0],["2023Q3",14.0],["2024Q3",14.0]]}
+{"code":"PMQ33.2.130","dimensions":{"C02199V02655":"2","C03715V04462":"130","STATISTIC":"PMQ33"},"observations":[["PERIOD","VALUE"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3",3.0]]}
+{"code":"PMQ33.2.999","dimensions":{"C02199V02655":"2","C03715V04462":"999","STATISTIC":"PMQ33"},"observations":[["PERIOD","VALUE"],["2020Q3",11.5],["2021Q3",8.7],["2022Q3",9.0],["2023Q3",11.0],["2024Q3",7.0]]}
diff --git a/PMQ34/dataset.json b/PMQ34/dataset.json
index 69b3d3db93de356ecbe767e3e74e00c848aa94b3..67040f41ae7180cc9cf459f1a8b1d32509f15752 100644
--- a/PMQ34/dataset.json
+++ b/PMQ34/dataset.json
@@ -7,7 +7,7 @@
   ],
   "dimensions_labels": {
     "C02539V03074": "Nationality",
-    "C03715V04462": "Reasons for not having an occupational pension",
+    "C03715V04462": "Reasons for not having an Occupational Pension",
     "STATISTIC": "Statistic"
   },
   "dimensions_values_labels": {
@@ -38,6 +38,10 @@
         "120",
         "Not eligible to join employer's pension scheme"
       ],
+      [
+        "130",
+        "No pension with current employer but pension from previous employer(s)"
+      ],
       [
         "999",
         "Not Stated"
@@ -50,11 +54,11 @@
       ]
     ]
   },
-  "name": "Employees aged 20 to 69 years who do not have an occupational pension from current employment.",
+  "name": "Employees aged 20 to 69 years who do not have an Occupational Pension from Current Employment.",
   "notes": [
-    "Data are subject to sampling and other survey errors, which are relatively greater in respect of smaller values.<br />Please note data may not add to 100% due to rounding issues.<br />..Sample occurrence too small for estimation.",
+    "Data are subject to sampling and other survey errors, which are relatively greater in respect of smaller values.<br />Please note data may not add to 100% due to rounding issues.<br />.. Sample occurrence too small for estimation.<br />Pension from previous employment was an option for the first time in 2024.",
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/housingandhouseholds/pensioncoverage/\">statistical release page</a> on our website."
   ],
   "source_href": "https://data.cso.ie/table/PMQ34",
-  "updated_at": "2024-02-26T11:00:00Z"
+  "updated_at": "2024-12-19T11:00:00Z"
 }
\ No newline at end of file
diff --git a/PMQ34/series.jsonl b/PMQ34/series.jsonl
index 129dda19fea151039151778d9e5ca7419e793d35..9bd9ba9744d4d133ec6ffafdf93267a86831270a 100644
--- a/PMQ34/series.jsonl
+++ b/PMQ34/series.jsonl
@@ -1,10 +1,12 @@
-{"code":"PMQ34.IE.-","dimensions":{"C02539V03074":"IE","C03715V04462":"-","STATISTIC":"PMQ34"},"observations":[["PERIOD","VALUE"],["2020Q3",100.0],["2021Q3",100.0],["2022Q3","NA"],["2023Q3",100.0]]}
-{"code":"PMQ34.IE.100","dimensions":{"C02539V03074":"IE","C03715V04462":"100","STATISTIC":"PMQ34"},"observations":[["PERIOD","VALUE"],["2020Q3",53.9],["2021Q3",56.2],["2022Q3",53.0],["2023Q3",51.0]]}
-{"code":"PMQ34.IE.110","dimensions":{"C02539V03074":"IE","C03715V04462":"110","STATISTIC":"PMQ34"},"observations":[["PERIOD","VALUE"],["2020Q3",25.0],["2021Q3",24.4],["2022Q3",24.0],["2023Q3",23.0]]}
-{"code":"PMQ34.IE.120","dimensions":{"C02539V03074":"IE","C03715V04462":"120","STATISTIC":"PMQ34"},"observations":[["PERIOD","VALUE"],["2020Q3",12.2],["2021Q3",12.6],["2022Q3",15.0],["2023Q3",18.0]]}
-{"code":"PMQ34.IE.999","dimensions":{"C02539V03074":"IE","C03715V04462":"999","STATISTIC":"PMQ34"},"observations":[["PERIOD","VALUE"],["2020Q3",8.8],["2021Q3",6.8],["2022Q3",7.0],["2023Q3",8.0]]}
-{"code":"PMQ34.IE05.-","dimensions":{"C02539V03074":"IE05","C03715V04462":"-","STATISTIC":"PMQ34"},"observations":[["PERIOD","VALUE"],["2020Q3",100.0],["2021Q3",100.0],["2022Q3","NA"],["2023Q3",100.0]]}
-{"code":"PMQ34.IE05.100","dimensions":{"C02539V03074":"IE05","C03715V04462":"100","STATISTIC":"PMQ34"},"observations":[["PERIOD","VALUE"],["2020Q3",45.2],["2021Q3",43.0],["2022Q3",48.0],["2023Q3",47.0]]}
-{"code":"PMQ34.IE05.110","dimensions":{"C02539V03074":"IE05","C03715V04462":"110","STATISTIC":"PMQ34"},"observations":[["PERIOD","VALUE"],["2020Q3",21.7],["2021Q3",21.7],["2022Q3",22.0],["2023Q3",26.0]]}
-{"code":"PMQ34.IE05.120","dimensions":{"C02539V03074":"IE05","C03715V04462":"120","STATISTIC":"PMQ34"},"observations":[["PERIOD","VALUE"],["2020Q3",13.8],["2021Q3",17.4],["2022Q3",19.0],["2023Q3",14.0]]}
-{"code":"PMQ34.IE05.999","dimensions":{"C02539V03074":"IE05","C03715V04462":"999","STATISTIC":"PMQ34"},"observations":[["PERIOD","VALUE"],["2020Q3",19.3],["2021Q3",17.9],["2022Q3",11.0],["2023Q3",12.0]]}
+{"code":"PMQ34.IE.-","dimensions":{"C02539V03074":"IE","C03715V04462":"-","STATISTIC":"PMQ34"},"observations":[["PERIOD","VALUE"],["2020Q3",100.0],["2021Q3",100.0],["2022Q3","NA"],["2023Q3",100.0],["2024Q3","NA"]]}
+{"code":"PMQ34.IE.100","dimensions":{"C02539V03074":"IE","C03715V04462":"100","STATISTIC":"PMQ34"},"observations":[["PERIOD","VALUE"],["2020Q3",53.9],["2021Q3",56.2],["2022Q3",53.0],["2023Q3",51.0],["2024Q3",54.0]]}
+{"code":"PMQ34.IE.110","dimensions":{"C02539V03074":"IE","C03715V04462":"110","STATISTIC":"PMQ34"},"observations":[["PERIOD","VALUE"],["2020Q3",25.0],["2021Q3",24.4],["2022Q3",24.0],["2023Q3",23.0],["2024Q3",22.0]]}
+{"code":"PMQ34.IE.120","dimensions":{"C02539V03074":"IE","C03715V04462":"120","STATISTIC":"PMQ34"},"observations":[["PERIOD","VALUE"],["2020Q3",12.2],["2021Q3",12.6],["2022Q3",15.0],["2023Q3",18.0],["2024Q3",15.0]]}
+{"code":"PMQ34.IE.130","dimensions":{"C02539V03074":"IE","C03715V04462":"130","STATISTIC":"PMQ34"},"observations":[["PERIOD","VALUE"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3",3.0]]}
+{"code":"PMQ34.IE.999","dimensions":{"C02539V03074":"IE","C03715V04462":"999","STATISTIC":"PMQ34"},"observations":[["PERIOD","VALUE"],["2020Q3",8.8],["2021Q3",6.8],["2022Q3",7.0],["2023Q3",8.0],["2024Q3",6.0]]}
+{"code":"PMQ34.IE05.-","dimensions":{"C02539V03074":"IE05","C03715V04462":"-","STATISTIC":"PMQ34"},"observations":[["PERIOD","VALUE"],["2020Q3",100.0],["2021Q3",100.0],["2022Q3","NA"],["2023Q3",100.0],["2024Q3","NA"]]}
+{"code":"PMQ34.IE05.100","dimensions":{"C02539V03074":"IE05","C03715V04462":"100","STATISTIC":"PMQ34"},"observations":[["PERIOD","VALUE"],["2020Q3",45.2],["2021Q3",43.0],["2022Q3",48.0],["2023Q3",47.0],["2024Q3",50.0]]}
+{"code":"PMQ34.IE05.110","dimensions":{"C02539V03074":"IE05","C03715V04462":"110","STATISTIC":"PMQ34"},"observations":[["PERIOD","VALUE"],["2020Q3",21.7],["2021Q3",21.7],["2022Q3",22.0],["2023Q3",26.0],["2024Q3",24.0]]}
+{"code":"PMQ34.IE05.120","dimensions":{"C02539V03074":"IE05","C03715V04462":"120","STATISTIC":"PMQ34"},"observations":[["PERIOD","VALUE"],["2020Q3",13.8],["2021Q3",17.4],["2022Q3",19.0],["2023Q3",14.0],["2024Q3",15.0]]}
+{"code":"PMQ34.IE05.130","dimensions":{"C02539V03074":"IE05","C03715V04462":"130","STATISTIC":"PMQ34"},"observations":[["PERIOD","VALUE"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3",1.0]]}
+{"code":"PMQ34.IE05.999","dimensions":{"C02539V03074":"IE05","C03715V04462":"999","STATISTIC":"PMQ34"},"observations":[["PERIOD","VALUE"],["2020Q3",19.3],["2021Q3",17.9],["2022Q3",11.0],["2023Q3",12.0],["2024Q3",9.0]]}
diff --git a/PMQ35/dataset.json b/PMQ35/dataset.json
index 25b3923c68e63e006b252e8dfb8d2b2615f27bb4..042129541da8a66e6893b8bbc33bcc6356c48f89 100644
--- a/PMQ35/dataset.json
+++ b/PMQ35/dataset.json
@@ -7,8 +7,8 @@
   ],
   "dimensions_labels": {
     "C02472V02994": "Hours of Work",
-    "C03715V04462": "Reasons for not having an occupational pension",
-    "STATISTIC": "STATISTIC"
+    "C03715V04462": "Reasons for not having an Occupational Pension",
+    "STATISTIC": "Statistic"
   },
   "dimensions_values_labels": {
     "C02472V02994": [
@@ -22,10 +22,6 @@
       ]
     ],
     "C03715V04462": [
-      [
-        "-",
-        "All employees without an occupational pension"
-      ],
       [
         "100",
         "Employer does not offer a company pension scheme"
@@ -38,6 +34,10 @@
         "120",
         "Not eligible to join employer's pension scheme"
       ],
+      [
+        "130",
+        "No pension with current employer but pension from previous employer(s)"
+      ],
       [
         "999",
         "Not Stated"
@@ -50,11 +50,11 @@
       ]
     ]
   },
-  "name": "Employees aged 20 to 69 years who do not have an occupational pension from current employment.",
+  "name": "Employees aged 20 to 69 years who do not have an Occupational Pension from Current Employment.",
   "notes": [
-    "Occupational pension from current employment.<br />Please note data may not add to 100% due to rounding issues.<br />.. Sample occurrence too small for estimation.",
+    "Occupational pension from current employment.<br />Please note data may not add to 100% due to rounding issues.<br />.. Sample occurrence too small for estimation.<br />Pension from previous employment was an option for the first time in 2024.",
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/housingandhouseholds/pensioncoverage/\">statistical release page</a> on our website."
   ],
   "source_href": "https://data.cso.ie/table/PMQ35",
-  "updated_at": "2024-02-26T11:00:00Z"
+  "updated_at": "2024-12-19T11:00:00Z"
 }
\ No newline at end of file
diff --git a/PMQ35/series.jsonl b/PMQ35/series.jsonl
index 2c6a7d6c7d6216c663284fa76b6b321c5d7cf8a0..9f1d180360420a8b9b6619482dc700571bbab3a0 100644
--- a/PMQ35/series.jsonl
+++ b/PMQ35/series.jsonl
@@ -1,10 +1,10 @@
-{"code":"PMQ35.1.-","dimensions":{"C02472V02994":"1","C03715V04462":"-","STATISTIC":"PMQ35"},"observations":[["PERIOD","VALUE"],["2020Q3",100.0],["2021Q3",100.0],["2022Q3",100.0],["2023Q3",100.0]]}
-{"code":"PMQ35.1.100","dimensions":{"C02472V02994":"1","C03715V04462":"100","STATISTIC":"PMQ35"},"observations":[["PERIOD","VALUE"],["2020Q3",51.2],["2021Q3",50.3],["2022Q3",50.0],["2023Q3",47.0]]}
-{"code":"PMQ35.1.110","dimensions":{"C02472V02994":"1","C03715V04462":"110","STATISTIC":"PMQ35"},"observations":[["PERIOD","VALUE"],["2020Q3",29.7],["2021Q3",27.1],["2022Q3",27.0],["2023Q3",29.0]]}
-{"code":"PMQ35.1.120","dimensions":{"C02472V02994":"1","C03715V04462":"120","STATISTIC":"PMQ35"},"observations":[["PERIOD","VALUE"],["2020Q3",9.6],["2021Q3",12.0],["2022Q3",14.0],["2023Q3",15.0]]}
-{"code":"PMQ35.1.999","dimensions":{"C02472V02994":"1","C03715V04462":"999","STATISTIC":"PMQ35"},"observations":[["PERIOD","VALUE"],["2020Q3",9.4],["2021Q3",10.7],["2022Q3",9.0],["2023Q3",9.0]]}
-{"code":"PMQ35.2.-","dimensions":{"C02472V02994":"2","C03715V04462":"-","STATISTIC":"PMQ35"},"observations":[["PERIOD","VALUE"],["2020Q3",100.0],["2021Q3",100.0],["2022Q3",100.0],["2023Q3",100.0]]}
-{"code":"PMQ35.2.100","dimensions":{"C02472V02994":"2","C03715V04462":"100","STATISTIC":"PMQ35"},"observations":[["PERIOD","VALUE"],["2020Q3",54.3],["2021Q3",59.5],["2022Q3",57.0],["2023Q3",56.0]]}
-{"code":"PMQ35.2.110","dimensions":{"C02472V02994":"2","C03715V04462":"110","STATISTIC":"PMQ35"},"observations":[["PERIOD","VALUE"],["2020Q3",13.0],["2021Q3",17.0],["2022Q3",16.0],["2023Q3",15.0]]}
-{"code":"PMQ35.2.120","dimensions":{"C02472V02994":"2","C03715V04462":"120","STATISTIC":"PMQ35"},"observations":[["PERIOD","VALUE"],["2020Q3",18.7],["2021Q3",17.2],["2022Q3",20.0],["2023Q3",21.0]]}
-{"code":"PMQ35.2.999","dimensions":{"C02472V02994":"2","C03715V04462":"999","STATISTIC":"PMQ35"},"observations":[["PERIOD","VALUE"],["2020Q3",14.0],["2021Q3",6.3],["2022Q3",7.0],["2023Q3",8.0]]}
+{"code":"PMQ35.1.100","dimensions":{"C02472V02994":"1","C03715V04462":"100","STATISTIC":"PMQ35"},"observations":[["PERIOD","VALUE"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3",47.0],["2024Q3",50.0]]}
+{"code":"PMQ35.1.110","dimensions":{"C02472V02994":"1","C03715V04462":"110","STATISTIC":"PMQ35"},"observations":[["PERIOD","VALUE"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3",29.0],["2024Q3",27.0]]}
+{"code":"PMQ35.1.120","dimensions":{"C02472V02994":"1","C03715V04462":"120","STATISTIC":"PMQ35"},"observations":[["PERIOD","VALUE"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3",15.0],["2024Q3",15.0]]}
+{"code":"PMQ35.1.130","dimensions":{"C02472V02994":"1","C03715V04462":"130","STATISTIC":"PMQ35"},"observations":[["PERIOD","VALUE"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3",3.0]]}
+{"code":"PMQ35.1.999","dimensions":{"C02472V02994":"1","C03715V04462":"999","STATISTIC":"PMQ35"},"observations":[["PERIOD","VALUE"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3",9.0],["2024Q3",7.0]]}
+{"code":"PMQ35.2.100","dimensions":{"C02472V02994":"2","C03715V04462":"100","STATISTIC":"PMQ35"},"observations":[["PERIOD","VALUE"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3",56.0],["2024Q3",60.0]]}
+{"code":"PMQ35.2.110","dimensions":{"C02472V02994":"2","C03715V04462":"110","STATISTIC":"PMQ35"},"observations":[["PERIOD","VALUE"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3",15.0],["2024Q3",14.0]]}
+{"code":"PMQ35.2.120","dimensions":{"C02472V02994":"2","C03715V04462":"120","STATISTIC":"PMQ35"},"observations":[["PERIOD","VALUE"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3",21.0],["2024Q3",16.0]]}
+{"code":"PMQ35.2.130","dimensions":{"C02472V02994":"2","C03715V04462":"130","STATISTIC":"PMQ35"},"observations":[["PERIOD","VALUE"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3",3.0]]}
+{"code":"PMQ35.2.999","dimensions":{"C02472V02994":"2","C03715V04462":"999","STATISTIC":"PMQ35"},"observations":[["PERIOD","VALUE"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3",8.0],["2024Q3",7.0]]}
diff --git a/PMQ36/dataset.json b/PMQ36/dataset.json
index b1d710f2de4f5b29ab2eae3e8e52f245be08f9ae..1bb368d022569a9f3e9a67880d090e891b0cc384 100644
--- a/PMQ36/dataset.json
+++ b/PMQ36/dataset.json
@@ -2,12 +2,12 @@
   "code": "PMQ36",
   "dimensions_codes_order": [
     "STATISTIC",
-    "C03715V04462",
-    "C02175V02621"
+    "C02175V02621",
+    "C03715V04462"
   ],
   "dimensions_labels": {
     "C02175V02621": "Number of persons working in the organisation",
-    "C03715V04462": "Reasons for not having an occupational pension",
+    "C03715V04462": "Reasons for not having an Occupational Pension",
     "STATISTIC": "Statistic"
   },
   "dimensions_values_labels": {
@@ -62,6 +62,10 @@
         "120",
         "Not eligible to join employer's pension scheme"
       ],
+      [
+        "130",
+        "No pension with current employer but pension from previous employer(s)"
+      ],
       [
         "999",
         "Not Stated"
@@ -74,11 +78,11 @@
       ]
     ]
   },
-  "name": "Employees aged 20 to 69 years who do not have an occupational pension from current employment",
+  "name": "Employees aged 20 to 69 years who do not have an Occupational Pension from Current Employment",
   "notes": [
-    "Occupational pension from current employment.<br />Please note data may not add to 100% due to rounding issues.<br />.. Sample occurrence too small for estimation..",
+    "Occupational pension from current employment.<br />Please note data may not add to 100% due to rounding issues.<br />.. Sample occurrence too small for estimation.<br />Pension from previous employment was an option for the first time in 2024.",
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/housingandhouseholds/pensioncoverage/\">statistical release page</a> on our website."
   ],
   "source_href": "https://data.cso.ie/table/PMQ36",
-  "updated_at": "2024-02-26T11:00:00Z"
+  "updated_at": "2024-12-19T11:00:00Z"
 }
\ No newline at end of file
diff --git a/PMQ36/series.jsonl b/PMQ36/series.jsonl
index d3792228cf102e795c1f12653e1c2dac5d834fb4..ce67c9aed3915d3e8cf6a1db9af384cb316f887e 100644
--- a/PMQ36/series.jsonl
+++ b/PMQ36/series.jsonl
@@ -1,40 +1,48 @@
-{"code":"PMQ36.-.110","dimensions":{"C02175V02621":"110","C03715V04462":"-","STATISTIC":"PMQ36"},"observations":[["PERIOD","VALUE"],["2020Q3",100.0],["2022Q3",100.0],["2023Q3",100.0]]}
-{"code":"PMQ36.-.244","dimensions":{"C02175V02621":"244","C03715V04462":"-","STATISTIC":"PMQ36"},"observations":[["PERIOD","VALUE"],["2020Q3",100.0],["2022Q3",100.0],["2023Q3",100.0]]}
-{"code":"PMQ36.-.27","dimensions":{"C02175V02621":"27","C03715V04462":"-","STATISTIC":"PMQ36"},"observations":[["PERIOD","VALUE"],["2020Q3",100.0],["2022Q3",100.0],["2023Q3",100.0]]}
-{"code":"PMQ36.-.30","dimensions":{"C02175V02621":"30","C03715V04462":"-","STATISTIC":"PMQ36"},"observations":[["PERIOD","VALUE"],["2020Q3",100.0],["2022Q3",100.0],["2023Q3",100.0]]}
-{"code":"PMQ36.-.37","dimensions":{"C02175V02621":"37","C03715V04462":"-","STATISTIC":"PMQ36"},"observations":[["PERIOD","VALUE"],["2020Q3",100.0],["2022Q3",100.0],["2023Q3",100.0]]}
-{"code":"PMQ36.-.431","dimensions":{"C02175V02621":"431","C03715V04462":"-","STATISTIC":"PMQ36"},"observations":[["PERIOD","VALUE"],["2020Q3",100.0],["2022Q3",100.0],["2023Q3",100.0]]}
-{"code":"PMQ36.-.45","dimensions":{"C02175V02621":"45","C03715V04462":"-","STATISTIC":"PMQ36"},"observations":[["PERIOD","VALUE"],["2020Q3",100.0],["2022Q3",100.0],["2023Q3",100.0]]}
-{"code":"PMQ36.-.99","dimensions":{"C02175V02621":"99","C03715V04462":"-","STATISTIC":"PMQ36"},"observations":[["PERIOD","VALUE"],["2020Q3",100.0],["2022Q3",100.0],["2023Q3",100.0]]}
-{"code":"PMQ36.100.110","dimensions":{"C02175V02621":"110","C03715V04462":"100","STATISTIC":"PMQ36"},"observations":[["PERIOD","VALUE"],["2020Q3",58.8],["2022Q3",68.0],["2023Q3",62.0]]}
-{"code":"PMQ36.100.244","dimensions":{"C02175V02621":"244","C03715V04462":"100","STATISTIC":"PMQ36"},"observations":[["PERIOD","VALUE"],["2020Q3",62.0],["2022Q3",54.0],["2023Q3",49.0]]}
-{"code":"PMQ36.100.27","dimensions":{"C02175V02621":"27","C03715V04462":"100","STATISTIC":"PMQ36"},"observations":[["PERIOD","VALUE"],["2020Q3",61.2],["2022Q3",42.0],["2023Q3",41.0]]}
-{"code":"PMQ36.100.30","dimensions":{"C02175V02621":"30","C03715V04462":"100","STATISTIC":"PMQ36"},"observations":[["PERIOD","VALUE"],["2020Q3",47.9],["2022Q3",22.0],["2023Q3",28.0]]}
-{"code":"PMQ36.100.37","dimensions":{"C02175V02621":"37","C03715V04462":"100","STATISTIC":"PMQ36"},"observations":[["PERIOD","VALUE"],["2020Q3",35.4],["2022Q3","NA"],["2023Q3","NA"]]}
-{"code":"PMQ36.100.431","dimensions":{"C02175V02621":"431","C03715V04462":"100","STATISTIC":"PMQ36"},"observations":[["PERIOD","VALUE"],["2020Q3",39.6],["2022Q3",40.0],["2023Q3",57.0]]}
-{"code":"PMQ36.100.45","dimensions":{"C02175V02621":"45","C03715V04462":"100","STATISTIC":"PMQ36"},"observations":[["PERIOD","VALUE"],["2020Q3",18.5],["2022Q3","NA"],["2023Q3","NA"]]}
-{"code":"PMQ36.100.99","dimensions":{"C02175V02621":"99","C03715V04462":"100","STATISTIC":"PMQ36"},"observations":[["PERIOD","VALUE"],["2020Q3","*"],["2022Q3","NA"],["2023Q3","NA"]]}
-{"code":"PMQ36.110.110","dimensions":{"C02175V02621":"110","C03715V04462":"110","STATISTIC":"PMQ36"},"observations":[["PERIOD","VALUE"],["2020Q3",21.8],["2022Q3",15.0],["2023Q3",17.0]]}
-{"code":"PMQ36.110.244","dimensions":{"C02175V02621":"244","C03715V04462":"110","STATISTIC":"PMQ36"},"observations":[["PERIOD","VALUE"],["2020Q3",17.3],["2022Q3",26.0],["2023Q3",20.0]]}
-{"code":"PMQ36.110.27","dimensions":{"C02175V02621":"27","C03715V04462":"110","STATISTIC":"PMQ36"},"observations":[["PERIOD","VALUE"],["2020Q3",21.0],["2022Q3",33.0],["2023Q3",33.0]]}
-{"code":"PMQ36.110.30","dimensions":{"C02175V02621":"30","C03715V04462":"110","STATISTIC":"PMQ36"},"observations":[["PERIOD","VALUE"],["2020Q3",28.3],["2022Q3",34.0],["2023Q3",40.0]]}
-{"code":"PMQ36.110.37","dimensions":{"C02175V02621":"37","C03715V04462":"110","STATISTIC":"PMQ36"},"observations":[["PERIOD","VALUE"],["2020Q3",30.4],["2022Q3","NA"],["2023Q3","NA"]]}
-{"code":"PMQ36.110.431","dimensions":{"C02175V02621":"431","C03715V04462":"110","STATISTIC":"PMQ36"},"observations":[["PERIOD","VALUE"],["2020Q3",28.6],["2022Q3",19.0],["2023Q3",16.0]]}
-{"code":"PMQ36.110.45","dimensions":{"C02175V02621":"45","C03715V04462":"110","STATISTIC":"PMQ36"},"observations":[["PERIOD","VALUE"],["2020Q3",43.4],["2022Q3","NA"],["2023Q3","NA"]]}
-{"code":"PMQ36.110.99","dimensions":{"C02175V02621":"99","C03715V04462":"110","STATISTIC":"PMQ36"},"observations":[["PERIOD","VALUE"],["2020Q3","*"],["2022Q3","NA"],["2023Q3","NA"]]}
-{"code":"PMQ36.120.110","dimensions":{"C02175V02621":"110","C03715V04462":"120","STATISTIC":"PMQ36"},"observations":[["PERIOD","VALUE"],["2020Q3",10.1],["2022Q3",13.0],["2023Q3",14.0]]}
-{"code":"PMQ36.120.244","dimensions":{"C02175V02621":"244","C03715V04462":"120","STATISTIC":"PMQ36"},"observations":[["PERIOD","VALUE"],["2020Q3",12.2],["2022Q3",12.0],["2023Q3",18.0]]}
-{"code":"PMQ36.120.27","dimensions":{"C02175V02621":"27","C03715V04462":"120","STATISTIC":"PMQ36"},"observations":[["PERIOD","VALUE"],["2020Q3",5.2],["2022Q3",16.0],["2023Q3",21.0]]}
-{"code":"PMQ36.120.30","dimensions":{"C02175V02621":"30","C03715V04462":"120","STATISTIC":"PMQ36"},"observations":[["PERIOD","VALUE"],["2020Q3",12.6],["2022Q3",30.0],["2023Q3",19.0]]}
-{"code":"PMQ36.120.37","dimensions":{"C02175V02621":"37","C03715V04462":"120","STATISTIC":"PMQ36"},"observations":[["PERIOD","VALUE"],["2020Q3",24.8],["2022Q3","NA"],["2023Q3","NA"]]}
-{"code":"PMQ36.120.431","dimensions":{"C02175V02621":"431","C03715V04462":"120","STATISTIC":"PMQ36"},"observations":[["PERIOD","VALUE"],["2020Q3",16.7],["2022Q3",25.0],["2023Q3",18.0]]}
-{"code":"PMQ36.120.45","dimensions":{"C02175V02621":"45","C03715V04462":"120","STATISTIC":"PMQ36"},"observations":[["PERIOD","VALUE"],["2020Q3",25.3],["2022Q3","NA"],["2023Q3","NA"]]}
-{"code":"PMQ36.120.99","dimensions":{"C02175V02621":"99","C03715V04462":"120","STATISTIC":"PMQ36"},"observations":[["PERIOD","VALUE"],["2020Q3","*"],["2022Q3","NA"],["2023Q3","NA"]]}
-{"code":"PMQ36.999.110","dimensions":{"C02175V02621":"110","C03715V04462":"999","STATISTIC":"PMQ36"},"observations":[["PERIOD","VALUE"],["2020Q3",9.3],["2022Q3",5.0],["2023Q3",7.0]]}
-{"code":"PMQ36.999.244","dimensions":{"C02175V02621":"244","C03715V04462":"999","STATISTIC":"PMQ36"},"observations":[["PERIOD","VALUE"],["2020Q3",8.5],["2022Q3",8.0],["2023Q3",12.0]]}
-{"code":"PMQ36.999.27","dimensions":{"C02175V02621":"27","C03715V04462":"999","STATISTIC":"PMQ36"},"observations":[["PERIOD","VALUE"],["2020Q3",12.7],["2022Q3",9.0],["2023Q3",6.0]]}
-{"code":"PMQ36.999.30","dimensions":{"C02175V02621":"30","C03715V04462":"999","STATISTIC":"PMQ36"},"observations":[["PERIOD","VALUE"],["2020Q3",11.3],["2022Q3",14.0],["2023Q3",13.0]]}
-{"code":"PMQ36.999.37","dimensions":{"C02175V02621":"37","C03715V04462":"999","STATISTIC":"PMQ36"},"observations":[["PERIOD","VALUE"],["2020Q3",9.4],["2022Q3","NA"],["2023Q3","NA"]]}
-{"code":"PMQ36.999.431","dimensions":{"C02175V02621":"431","C03715V04462":"999","STATISTIC":"PMQ36"},"observations":[["PERIOD","VALUE"],["2020Q3",15.1],["2022Q3",15.0],["2023Q3",9.0]]}
-{"code":"PMQ36.999.45","dimensions":{"C02175V02621":"45","C03715V04462":"999","STATISTIC":"PMQ36"},"observations":[["PERIOD","VALUE"],["2020Q3",12.8],["2022Q3","NA"],["2023Q3","NA"]]}
-{"code":"PMQ36.999.99","dimensions":{"C02175V02621":"99","C03715V04462":"999","STATISTIC":"PMQ36"},"observations":[["PERIOD","VALUE"],["2020Q3","*"],["2022Q3","NA"],["2023Q3","NA"]]}
+{"code":"PMQ36.110.-","dimensions":{"C02175V02621":"110","C03715V04462":"-","STATISTIC":"PMQ36"},"observations":[["PERIOD","VALUE"],["2020Q3",100.0],["2022Q3",100.0],["2023Q3",100.0],["2024Q3","NA"]]}
+{"code":"PMQ36.110.100","dimensions":{"C02175V02621":"110","C03715V04462":"100","STATISTIC":"PMQ36"},"observations":[["PERIOD","VALUE"],["2020Q3",58.8],["2022Q3",68.0],["2023Q3",62.0],["2024Q3",61.0]]}
+{"code":"PMQ36.110.110","dimensions":{"C02175V02621":"110","C03715V04462":"110","STATISTIC":"PMQ36"},"observations":[["PERIOD","VALUE"],["2020Q3",21.8],["2022Q3",15.0],["2023Q3",17.0],["2024Q3",16.0]]}
+{"code":"PMQ36.110.120","dimensions":{"C02175V02621":"110","C03715V04462":"120","STATISTIC":"PMQ36"},"observations":[["PERIOD","VALUE"],["2020Q3",10.1],["2022Q3",13.0],["2023Q3",14.0],["2024Q3",13.0]]}
+{"code":"PMQ36.110.130","dimensions":{"C02175V02621":"110","C03715V04462":"130","STATISTIC":"PMQ36"},"observations":[["PERIOD","VALUE"],["2020Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3",3.0]]}
+{"code":"PMQ36.110.999","dimensions":{"C02175V02621":"110","C03715V04462":"999","STATISTIC":"PMQ36"},"observations":[["PERIOD","VALUE"],["2020Q3",9.3],["2022Q3",5.0],["2023Q3",7.0],["2024Q3",6.0]]}
+{"code":"PMQ36.244.-","dimensions":{"C02175V02621":"244","C03715V04462":"-","STATISTIC":"PMQ36"},"observations":[["PERIOD","VALUE"],["2020Q3",100.0],["2022Q3",100.0],["2023Q3",100.0],["2024Q3","NA"]]}
+{"code":"PMQ36.244.100","dimensions":{"C02175V02621":"244","C03715V04462":"100","STATISTIC":"PMQ36"},"observations":[["PERIOD","VALUE"],["2020Q3",62.0],["2022Q3",54.0],["2023Q3",49.0],["2024Q3",61.0]]}
+{"code":"PMQ36.244.110","dimensions":{"C02175V02621":"244","C03715V04462":"110","STATISTIC":"PMQ36"},"observations":[["PERIOD","VALUE"],["2020Q3",17.3],["2022Q3",26.0],["2023Q3",20.0],["2024Q3",20.0]]}
+{"code":"PMQ36.244.120","dimensions":{"C02175V02621":"244","C03715V04462":"120","STATISTIC":"PMQ36"},"observations":[["PERIOD","VALUE"],["2020Q3",12.2],["2022Q3",12.0],["2023Q3",18.0],["2024Q3",9.0]]}
+{"code":"PMQ36.244.130","dimensions":{"C02175V02621":"244","C03715V04462":"130","STATISTIC":"PMQ36"},"observations":[["PERIOD","VALUE"],["2020Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3",3.0]]}
+{"code":"PMQ36.244.999","dimensions":{"C02175V02621":"244","C03715V04462":"999","STATISTIC":"PMQ36"},"observations":[["PERIOD","VALUE"],["2020Q3",8.5],["2022Q3",8.0],["2023Q3",12.0],["2024Q3",6.0]]}
+{"code":"PMQ36.27.-","dimensions":{"C02175V02621":"27","C03715V04462":"-","STATISTIC":"PMQ36"},"observations":[["PERIOD","VALUE"],["2020Q3",100.0],["2022Q3",100.0],["2023Q3",100.0],["2024Q3","NA"]]}
+{"code":"PMQ36.27.100","dimensions":{"C02175V02621":"27","C03715V04462":"100","STATISTIC":"PMQ36"},"observations":[["PERIOD","VALUE"],["2020Q3",61.2],["2022Q3",42.0],["2023Q3",41.0],["2024Q3",42.0]]}
+{"code":"PMQ36.27.110","dimensions":{"C02175V02621":"27","C03715V04462":"110","STATISTIC":"PMQ36"},"observations":[["PERIOD","VALUE"],["2020Q3",21.0],["2022Q3",33.0],["2023Q3",33.0],["2024Q3",29.0]]}
+{"code":"PMQ36.27.120","dimensions":{"C02175V02621":"27","C03715V04462":"120","STATISTIC":"PMQ36"},"observations":[["PERIOD","VALUE"],["2020Q3",5.2],["2022Q3",16.0],["2023Q3",21.0],["2024Q3",19.0]]}
+{"code":"PMQ36.27.130","dimensions":{"C02175V02621":"27","C03715V04462":"130","STATISTIC":"PMQ36"},"observations":[["PERIOD","VALUE"],["2020Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3",3.0]]}
+{"code":"PMQ36.27.999","dimensions":{"C02175V02621":"27","C03715V04462":"999","STATISTIC":"PMQ36"},"observations":[["PERIOD","VALUE"],["2020Q3",12.7],["2022Q3",9.0],["2023Q3",6.0],["2024Q3",7.0]]}
+{"code":"PMQ36.30.-","dimensions":{"C02175V02621":"30","C03715V04462":"-","STATISTIC":"PMQ36"},"observations":[["PERIOD","VALUE"],["2020Q3",100.0],["2022Q3",100.0],["2023Q3",100.0],["2024Q3","NA"]]}
+{"code":"PMQ36.30.100","dimensions":{"C02175V02621":"30","C03715V04462":"100","STATISTIC":"PMQ36"},"observations":[["PERIOD","VALUE"],["2020Q3",47.9],["2022Q3",22.0],["2023Q3",28.0],["2024Q3",28.0]]}
+{"code":"PMQ36.30.110","dimensions":{"C02175V02621":"30","C03715V04462":"110","STATISTIC":"PMQ36"},"observations":[["PERIOD","VALUE"],["2020Q3",28.3],["2022Q3",34.0],["2023Q3",40.0],["2024Q3",38.0]]}
+{"code":"PMQ36.30.120","dimensions":{"C02175V02621":"30","C03715V04462":"120","STATISTIC":"PMQ36"},"observations":[["PERIOD","VALUE"],["2020Q3",12.6],["2022Q3",30.0],["2023Q3",19.0],["2024Q3",25.0]]}
+{"code":"PMQ36.30.130","dimensions":{"C02175V02621":"30","C03715V04462":"130","STATISTIC":"PMQ36"},"observations":[["PERIOD","VALUE"],["2020Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3",0.0]]}
+{"code":"PMQ36.30.999","dimensions":{"C02175V02621":"30","C03715V04462":"999","STATISTIC":"PMQ36"},"observations":[["PERIOD","VALUE"],["2020Q3",11.3],["2022Q3",14.0],["2023Q3",13.0],["2024Q3",8.0]]}
+{"code":"PMQ36.37.-","dimensions":{"C02175V02621":"37","C03715V04462":"-","STATISTIC":"PMQ36"},"observations":[["PERIOD","VALUE"],["2020Q3",100.0],["2022Q3",100.0],["2023Q3",100.0],["2024Q3","NA"]]}
+{"code":"PMQ36.37.100","dimensions":{"C02175V02621":"37","C03715V04462":"100","STATISTIC":"PMQ36"},"observations":[["PERIOD","VALUE"],["2020Q3",35.4],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ36.37.110","dimensions":{"C02175V02621":"37","C03715V04462":"110","STATISTIC":"PMQ36"},"observations":[["PERIOD","VALUE"],["2020Q3",30.4],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ36.37.120","dimensions":{"C02175V02621":"37","C03715V04462":"120","STATISTIC":"PMQ36"},"observations":[["PERIOD","VALUE"],["2020Q3",24.8],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ36.37.130","dimensions":{"C02175V02621":"37","C03715V04462":"130","STATISTIC":"PMQ36"},"observations":[["PERIOD","VALUE"],["2020Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ36.37.999","dimensions":{"C02175V02621":"37","C03715V04462":"999","STATISTIC":"PMQ36"},"observations":[["PERIOD","VALUE"],["2020Q3",9.4],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ36.431.-","dimensions":{"C02175V02621":"431","C03715V04462":"-","STATISTIC":"PMQ36"},"observations":[["PERIOD","VALUE"],["2020Q3",100.0],["2022Q3",100.0],["2023Q3",100.0],["2024Q3","NA"]]}
+{"code":"PMQ36.431.100","dimensions":{"C02175V02621":"431","C03715V04462":"100","STATISTIC":"PMQ36"},"observations":[["PERIOD","VALUE"],["2020Q3",39.6],["2022Q3",40.0],["2023Q3",57.0],["2024Q3",59.0]]}
+{"code":"PMQ36.431.110","dimensions":{"C02175V02621":"431","C03715V04462":"110","STATISTIC":"PMQ36"},"observations":[["PERIOD","VALUE"],["2020Q3",28.6],["2022Q3",19.0],["2023Q3",16.0],["2024Q3",20.0]]}
+{"code":"PMQ36.431.120","dimensions":{"C02175V02621":"431","C03715V04462":"120","STATISTIC":"PMQ36"},"observations":[["PERIOD","VALUE"],["2020Q3",16.7],["2022Q3",25.0],["2023Q3",18.0],["2024Q3",9.0]]}
+{"code":"PMQ36.431.130","dimensions":{"C02175V02621":"431","C03715V04462":"130","STATISTIC":"PMQ36"},"observations":[["PERIOD","VALUE"],["2020Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3",4.0]]}
+{"code":"PMQ36.431.999","dimensions":{"C02175V02621":"431","C03715V04462":"999","STATISTIC":"PMQ36"},"observations":[["PERIOD","VALUE"],["2020Q3",15.1],["2022Q3",15.0],["2023Q3",9.0],["2024Q3",8.0]]}
+{"code":"PMQ36.45.-","dimensions":{"C02175V02621":"45","C03715V04462":"-","STATISTIC":"PMQ36"},"observations":[["PERIOD","VALUE"],["2020Q3",100.0],["2022Q3",100.0],["2023Q3",100.0],["2024Q3","NA"]]}
+{"code":"PMQ36.45.100","dimensions":{"C02175V02621":"45","C03715V04462":"100","STATISTIC":"PMQ36"},"observations":[["PERIOD","VALUE"],["2020Q3",18.5],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ36.45.110","dimensions":{"C02175V02621":"45","C03715V04462":"110","STATISTIC":"PMQ36"},"observations":[["PERIOD","VALUE"],["2020Q3",43.4],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ36.45.120","dimensions":{"C02175V02621":"45","C03715V04462":"120","STATISTIC":"PMQ36"},"observations":[["PERIOD","VALUE"],["2020Q3",25.3],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ36.45.130","dimensions":{"C02175V02621":"45","C03715V04462":"130","STATISTIC":"PMQ36"},"observations":[["PERIOD","VALUE"],["2020Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ36.45.999","dimensions":{"C02175V02621":"45","C03715V04462":"999","STATISTIC":"PMQ36"},"observations":[["PERIOD","VALUE"],["2020Q3",12.8],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ36.99.-","dimensions":{"C02175V02621":"99","C03715V04462":"-","STATISTIC":"PMQ36"},"observations":[["PERIOD","VALUE"],["2020Q3",100.0],["2022Q3",100.0],["2023Q3",100.0],["2024Q3","NA"]]}
+{"code":"PMQ36.99.100","dimensions":{"C02175V02621":"99","C03715V04462":"100","STATISTIC":"PMQ36"},"observations":[["PERIOD","VALUE"],["2020Q3","NA"],["2022Q3","NA"],["2023Q3",53.0],["2024Q3","NA"]]}
+{"code":"PMQ36.99.110","dimensions":{"C02175V02621":"99","C03715V04462":"110","STATISTIC":"PMQ36"},"observations":[["PERIOD","VALUE"],["2020Q3","NA"],["2022Q3","NA"],["2023Q3",30.0],["2024Q3","NA"]]}
+{"code":"PMQ36.99.120","dimensions":{"C02175V02621":"99","C03715V04462":"120","STATISTIC":"PMQ36"},"observations":[["PERIOD","VALUE"],["2020Q3","NA"],["2022Q3","NA"],["2023Q3",10.0],["2024Q3","NA"]]}
+{"code":"PMQ36.99.130","dimensions":{"C02175V02621":"99","C03715V04462":"130","STATISTIC":"PMQ36"},"observations":[["PERIOD","VALUE"],["2020Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ36.99.999","dimensions":{"C02175V02621":"99","C03715V04462":"999","STATISTIC":"PMQ36"},"observations":[["PERIOD","VALUE"],["2020Q3","NA"],["2022Q3","NA"],["2023Q3",7.0],["2024Q3","NA"]]}
diff --git a/PMQ37/dataset.json b/PMQ37/dataset.json
index 2b0facf54bce961ee84a8caca9d1a9f120344a48..c25e16275c64a284c7f9e689e13e155d91374b7e 100644
--- a/PMQ37/dataset.json
+++ b/PMQ37/dataset.json
@@ -7,8 +7,8 @@
   ],
   "dimensions_labels": {
     "C02601V03156": "NACE economic sector",
-    "C03715V04462": "Reasons for not having an occupational pension",
-    "STATISTIC": "STATISTIC"
+    "C03715V04462": "Reasons for not having an Occupational Pension",
+    "STATISTIC": "Statistic"
   },
   "dimensions_values_labels": {
     "C02601V03156": [
@@ -82,6 +82,10 @@
         "120",
         "Not eligible to join employer's pension scheme"
       ],
+      [
+        "130",
+        "No pension with current employer but pension from previous employer(s)"
+      ],
       [
         "999",
         "Not Stated"
@@ -96,9 +100,9 @@
   },
   "name": "Employees aged 20 to 69 years who do not have an occupational pension from current employment",
   "notes": [
-    "Employees from current employment.<br />Please note data may not add to 100% due to rounding issues.<br />The compositional effect on survey results due to changes in employment in certain sectors as a result of the COVID-19 pandemic is detailed in the Background Notes.<br />..Sample occurrence too small for estimation.",
+    "Employees from current employment.<br />Please note data may not add to 100% due to rounding issues.<br />The compositional effect on survey results due to changes in employment in certain sectors as a result of the COVID-19 pandemic is detailed in the Background Notes.<br />.. Sample occurrence too small for estimation.<br />Pension from previous employment was an option for the first time in 2024.",
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/housingandhouseholds/pensioncoverage/\">statistical release page </a>on our website."
   ],
   "source_href": "https://data.cso.ie/table/PMQ37",
-  "updated_at": "2024-02-26T11:00:00Z"
+  "updated_at": "2024-12-19T11:00:00Z"
 }
\ No newline at end of file
diff --git a/PMQ37/series.jsonl b/PMQ37/series.jsonl
index bb48d178f32154cfd07c05a56fb40b093d7d7da8..6236179077d48e9c0de2312c2ef9acefe649f9c5 100644
--- a/PMQ37/series.jsonl
+++ b/PMQ37/series.jsonl
@@ -1,56 +1,70 @@
-{"code":"PMQ37.A.100","dimensions":{"C02601V03156":"A","C03715V04462":"100","STATISTIC":"PMQ37"},"observations":[["PERIOD","VALUE"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"]]}
-{"code":"PMQ37.A.110","dimensions":{"C02601V03156":"A","C03715V04462":"110","STATISTIC":"PMQ37"},"observations":[["PERIOD","VALUE"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"]]}
-{"code":"PMQ37.A.120","dimensions":{"C02601V03156":"A","C03715V04462":"120","STATISTIC":"PMQ37"},"observations":[["PERIOD","VALUE"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"]]}
-{"code":"PMQ37.A.999","dimensions":{"C02601V03156":"A","C03715V04462":"999","STATISTIC":"PMQ37"},"observations":[["PERIOD","VALUE"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"]]}
-{"code":"PMQ37.F.100","dimensions":{"C02601V03156":"F","C03715V04462":"100","STATISTIC":"PMQ37"},"observations":[["PERIOD","VALUE"],["2020Q3",62.0],["2021Q3",61.0],["2022Q3",65.0],["2023Q3",56.0]]}
-{"code":"PMQ37.F.110","dimensions":{"C02601V03156":"F","C03715V04462":"110","STATISTIC":"PMQ37"},"observations":[["PERIOD","VALUE"],["2020Q3",28.0],["2021Q3",21.0],["2022Q3",15.0],["2023Q3",21.0]]}
-{"code":"PMQ37.F.120","dimensions":{"C02601V03156":"F","C03715V04462":"120","STATISTIC":"PMQ37"},"observations":[["PERIOD","VALUE"],["2020Q3",2.0],["2021Q3",12.0],["2022Q3",10.0],["2023Q3",13.0]]}
-{"code":"PMQ37.F.999","dimensions":{"C02601V03156":"F","C03715V04462":"999","STATISTIC":"PMQ37"},"observations":[["PERIOD","VALUE"],["2020Q3",8.0],["2021Q3",7.0],["2022Q3",9.0],["2023Q3",10.0]]}
-{"code":"PMQ37.G.100","dimensions":{"C02601V03156":"G","C03715V04462":"100","STATISTIC":"PMQ37"},"observations":[["PERIOD","VALUE"],["2020Q3",56.0],["2021Q3",55.0],["2022Q3",53.0],["2023Q3",54.0]]}
-{"code":"PMQ37.G.110","dimensions":{"C02601V03156":"G","C03715V04462":"110","STATISTIC":"PMQ37"},"observations":[["PERIOD","VALUE"],["2020Q3",23.0],["2021Q3",23.0],["2022Q3",24.0],["2023Q3",21.0]]}
-{"code":"PMQ37.G.120","dimensions":{"C02601V03156":"G","C03715V04462":"120","STATISTIC":"PMQ37"},"observations":[["PERIOD","VALUE"],["2020Q3",12.0],["2021Q3",15.0],["2022Q3",15.0],["2023Q3",18.0]]}
-{"code":"PMQ37.G.999","dimensions":{"C02601V03156":"G","C03715V04462":"999","STATISTIC":"PMQ37"},"observations":[["PERIOD","VALUE"],["2020Q3",10.0],["2021Q3",7.0],["2022Q3",8.0],["2023Q3",8.0]]}
-{"code":"PMQ37.H.100","dimensions":{"C02601V03156":"H","C03715V04462":"100","STATISTIC":"PMQ37"},"observations":[["PERIOD","VALUE"],["2020Q3",49.0],["2021Q3",56.0],["2022Q3","NA"],["2023Q3",46.0]]}
-{"code":"PMQ37.H.110","dimensions":{"C02601V03156":"H","C03715V04462":"110","STATISTIC":"PMQ37"},"observations":[["PERIOD","VALUE"],["2020Q3",28.0],["2021Q3",23.0],["2022Q3","NA"],["2023Q3",20.0]]}
-{"code":"PMQ37.H.120","dimensions":{"C02601V03156":"H","C03715V04462":"120","STATISTIC":"PMQ37"},"observations":[["PERIOD","VALUE"],["2020Q3",10.0],["2021Q3",15.0],["2022Q3","NA"],["2023Q3",25.0]]}
-{"code":"PMQ37.H.999","dimensions":{"C02601V03156":"H","C03715V04462":"999","STATISTIC":"PMQ37"},"observations":[["PERIOD","VALUE"],["2020Q3",13.0],["2021Q3",6.0],["2022Q3","NA"],["2023Q3",9.0]]}
-{"code":"PMQ37.I.100","dimensions":{"C02601V03156":"I","C03715V04462":"100","STATISTIC":"PMQ37"},"observations":[["PERIOD","VALUE"],["2020Q3",72.0],["2021Q3",61.0],["2022Q3",60.0],["2023Q3",59.0]]}
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+{"code":"PMQ37.P.100","dimensions":{"C02601V03156":"P","C03715V04462":"100","STATISTIC":"PMQ37"},"observations":[["PERIOD","VALUE"],["2020Q3",64.0],["2021Q3",50.0],["2022Q3",54.0],["2023Q3",44.0],["2024Q3",43.0]]}
+{"code":"PMQ37.P.110","dimensions":{"C02601V03156":"P","C03715V04462":"110","STATISTIC":"PMQ37"},"observations":[["PERIOD","VALUE"],["2020Q3",12.0],["2021Q3",15.0],["2022Q3",14.0],["2023Q3",14.0],["2024Q3",12.0]]}
+{"code":"PMQ37.P.120","dimensions":{"C02601V03156":"P","C03715V04462":"120","STATISTIC":"PMQ37"},"observations":[["PERIOD","VALUE"],["2020Q3",19.0],["2021Q3",11.0],["2022Q3",20.0],["2023Q3",40.0],["2024Q3",26.0]]}
+{"code":"PMQ37.P.130","dimensions":{"C02601V03156":"P","C03715V04462":"130","STATISTIC":"PMQ37"},"observations":[["PERIOD","VALUE"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3",10.0]]}
+{"code":"PMQ37.P.999","dimensions":{"C02601V03156":"P","C03715V04462":"999","STATISTIC":"PMQ37"},"observations":[["PERIOD","VALUE"],["2020Q3",6.0],["2021Q3",24.0],["2022Q3",12.0],["2023Q3",1.0],["2024Q3",9.0]]}
+{"code":"PMQ37.Q.100","dimensions":{"C02601V03156":"Q","C03715V04462":"100","STATISTIC":"PMQ37"},"observations":[["PERIOD","VALUE"],["2020Q3",43.0],["2021Q3",50.0],["2022Q3",58.0],["2023Q3",57.0],["2024Q3",56.0]]}
+{"code":"PMQ37.Q.110","dimensions":{"C02601V03156":"Q","C03715V04462":"110","STATISTIC":"PMQ37"},"observations":[["PERIOD","VALUE"],["2020Q3",17.0],["2021Q3",28.0],["2022Q3",25.0],["2023Q3",21.0],["2024Q3",23.0]]}
+{"code":"PMQ37.Q.120","dimensions":{"C02601V03156":"Q","C03715V04462":"120","STATISTIC":"PMQ37"},"observations":[["PERIOD","VALUE"],["2020Q3",26.0],["2021Q3",9.0],["2022Q3",10.0],["2023Q3",16.0],["2024Q3",13.0]]}
+{"code":"PMQ37.Q.130","dimensions":{"C02601V03156":"Q","C03715V04462":"130","STATISTIC":"PMQ37"},"observations":[["PERIOD","VALUE"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3",3.0]]}
+{"code":"PMQ37.Q.999","dimensions":{"C02601V03156":"Q","C03715V04462":"999","STATISTIC":"PMQ37"},"observations":[["PERIOD","VALUE"],["2020Q3",14.0],["2021Q3",12.0],["2022Q3",8.0],["2023Q3",6.0],["2024Q3",6.0]]}
+{"code":"PMQ37.Y0900.100","dimensions":{"C02601V03156":"Y0900","C03715V04462":"100","STATISTIC":"PMQ37"},"observations":[["PERIOD","VALUE"],["2020Q3",50.0],["2021Q3",50.0],["2022Q3",42.0],["2023Q3",40.0],["2024Q3",50.0]]}
+{"code":"PMQ37.Y0900.110","dimensions":{"C02601V03156":"Y0900","C03715V04462":"110","STATISTIC":"PMQ37"},"observations":[["PERIOD","VALUE"],["2020Q3",31.0],["2021Q3",24.0],["2022Q3",25.0],["2023Q3",29.0],["2024Q3",29.0]]}
+{"code":"PMQ37.Y0900.120","dimensions":{"C02601V03156":"Y0900","C03715V04462":"120","STATISTIC":"PMQ37"},"observations":[["PERIOD","VALUE"],["2020Q3",12.0],["2021Q3",16.0],["2022Q3",20.0],["2023Q3",18.0],["2024Q3",14.0]]}
+{"code":"PMQ37.Y0900.130","dimensions":{"C02601V03156":"Y0900","C03715V04462":"130","STATISTIC":"PMQ37"},"observations":[["PERIOD","VALUE"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3",2.0]]}
+{"code":"PMQ37.Y0900.999","dimensions":{"C02601V03156":"Y0900","C03715V04462":"999","STATISTIC":"PMQ37"},"observations":[["PERIOD","VALUE"],["2020Q3",7.0],["2021Q3",10.0],["2022Q3",13.0],["2023Q3",13.0],["2024Q3",5.0]]}
+{"code":"PMQ37.Y3500.100","dimensions":{"C02601V03156":"Y3500","C03715V04462":"100","STATISTIC":"PMQ37"},"observations":[["PERIOD","VALUE"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3",34.0],["2024Q3","NA"]]}
+{"code":"PMQ37.Y3500.110","dimensions":{"C02601V03156":"Y3500","C03715V04462":"110","STATISTIC":"PMQ37"},"observations":[["PERIOD","VALUE"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3",42.0],["2024Q3","NA"]]}
+{"code":"PMQ37.Y3500.120","dimensions":{"C02601V03156":"Y3500","C03715V04462":"120","STATISTIC":"PMQ37"},"observations":[["PERIOD","VALUE"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3",17.0],["2024Q3","NA"]]}
+{"code":"PMQ37.Y3500.130","dimensions":{"C02601V03156":"Y3500","C03715V04462":"130","STATISTIC":"PMQ37"},"observations":[["PERIOD","VALUE"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ37.Y3500.999","dimensions":{"C02601V03156":"Y3500","C03715V04462":"999","STATISTIC":"PMQ37"},"observations":[["PERIOD","VALUE"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3",7.0],["2024Q3","NA"]]}
+{"code":"PMQ37.Y7500.100","dimensions":{"C02601V03156":"Y7500","C03715V04462":"100","STATISTIC":"PMQ37"},"observations":[["PERIOD","VALUE"],["2020Q3",59.0],["2021Q3",67.0],["2022Q3",59.0],["2023Q3",64.0],["2024Q3",63.0]]}
+{"code":"PMQ37.Y7500.110","dimensions":{"C02601V03156":"Y7500","C03715V04462":"110","STATISTIC":"PMQ37"},"observations":[["PERIOD","VALUE"],["2020Q3",24.0],["2021Q3",16.0],["2022Q3",14.0],["2023Q3",24.0],["2024Q3",19.0]]}
+{"code":"PMQ37.Y7500.120","dimensions":{"C02601V03156":"Y7500","C03715V04462":"120","STATISTIC":"PMQ37"},"observations":[["PERIOD","VALUE"],["2020Q3",4.0],["2021Q3",9.0],["2022Q3",17.0],["2023Q3",11.0],["2024Q3",10.0]]}
+{"code":"PMQ37.Y7500.130","dimensions":{"C02601V03156":"Y7500","C03715V04462":"130","STATISTIC":"PMQ37"},"observations":[["PERIOD","VALUE"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3",1.0]]}
+{"code":"PMQ37.Y7500.999","dimensions":{"C02601V03156":"Y7500","C03715V04462":"999","STATISTIC":"PMQ37"},"observations":[["PERIOD","VALUE"],["2020Q3",13.0],["2021Q3",8.0],["2022Q3",9.0],["2023Q3",6.0],["2024Q3",6.0]]}
diff --git a/PMQ38/dataset.json b/PMQ38/dataset.json
index ea13f4d83951ceda2bfff490679503aaa924c122..196d53e955eb265993b47e104b58b2672b18caf1 100644
--- a/PMQ38/dataset.json
+++ b/PMQ38/dataset.json
@@ -7,8 +7,8 @@
   ],
   "dimensions_labels": {
     "C03288V03961": "Broad occupational group",
-    "C03715V04462": "Reasons for not having an occupational pension",
-    "STATISTIC": "STATISTIC"
+    "C03715V04462": "Reasons for not having an Occupational Pension",
+    "STATISTIC": "Statistic"
   },
   "dimensions_values_labels": {
     "C03288V03961": [
@@ -66,6 +66,10 @@
         "120",
         "Not eligible to join employer's pension scheme"
       ],
+      [
+        "130",
+        "No pension with current employer but pension from previous employer(s)"
+      ],
       [
         "999",
         "Not Stated"
@@ -80,9 +84,9 @@
   },
   "name": "Employees aged 20 to 69 years who do not have an occupational pension from current employment",
   "notes": [
-    "Employees from current employment. Please note data may not add to 100% due to rounding issues. <br />The compositional effect on survey results due to changes in employment in certain sectors as a result of the COVID-19 pandemic is detailed in the Background Notes.<br />Elementary occupations involve the performance of simple and routine tasks which may require the use of hand-held tools and considerable physical effort. Examples include cleaning, restocking supplies and performing basic maintenance tasks, helping in kitchens and performing simple tasks in food preparation, delivering messages or goods, etc. <br />..Sample occurrence too small for estimation.",
+    "Employees from current employment. Please note data may not add to 100% due to rounding issues. <br />The compositional effect on survey results due to changes in employment in certain sectors as a result of the COVID-19 pandemic is detailed in the Background Notes.<br />Elementary occupations involve the performance of simple and routine tasks which may require the use of hand-held tools and considerable physical effort. Examples include cleaning, restocking supplies and performing basic maintenance tasks, helping in kitchens and performing simple tasks in food preparation, delivering messages or goods, etc. <br />.. Sample occurrence too small for estimation.<br />Pension from previous employment was an option for the first time in 2024.",
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/housingandhouseholds/pensioncoverage/\">statistical release page </a>on our website."
   ],
   "source_href": "https://data.cso.ie/table/PMQ38",
-  "updated_at": "2024-02-26T11:00:00Z"
+  "updated_at": "2024-12-19T11:00:00Z"
 }
\ No newline at end of file
diff --git a/PMQ38/series.jsonl b/PMQ38/series.jsonl
index ab8f82e0537f1c63838aecf074c004abe4ac3e2e..1cb239f5ff550cc3c5e10a34aabb09495265486e 100644
--- a/PMQ38/series.jsonl
+++ b/PMQ38/series.jsonl
@@ -1,40 +1,50 @@
-{"code":"PMQ38.1.100","dimensions":{"C03288V03961":"1","C03715V04462":"100","STATISTIC":"PMQ38"},"observations":[["PERIOD","VALUE"],["2020Q3",57.0],["2021Q3",63.0],["2022Q3",53.0],["2023Q3",54.0]]}
-{"code":"PMQ38.1.110","dimensions":{"C03288V03961":"1","C03715V04462":"110","STATISTIC":"PMQ38"},"observations":[["PERIOD","VALUE"],["2020Q3",30.0],["2021Q3",29.0],["2022Q3",24.0],["2023Q3",29.0]]}
-{"code":"PMQ38.1.120","dimensions":{"C03288V03961":"1","C03715V04462":"120","STATISTIC":"PMQ38"},"observations":[["PERIOD","VALUE"],["2020Q3",1.0],["2021Q3",4.0],["2022Q3",13.0],["2023Q3",12.0]]}
-{"code":"PMQ38.1.999","dimensions":{"C03288V03961":"1","C03715V04462":"999","STATISTIC":"PMQ38"},"observations":[["PERIOD","VALUE"],["2020Q3",13.0],["2021Q3",5.0],["2022Q3",9.0],["2023Q3",6.0]]}
-{"code":"PMQ38.2.100","dimensions":{"C03288V03961":"2","C03715V04462":"100","STATISTIC":"PMQ38"},"observations":[["PERIOD","VALUE"],["2020Q3",34.0],["2021Q3",31.0],["2022Q3",36.0],["2023Q3",45.0]]}
-{"code":"PMQ38.2.110","dimensions":{"C03288V03961":"2","C03715V04462":"110","STATISTIC":"PMQ38"},"observations":[["PERIOD","VALUE"],["2020Q3",36.0],["2021Q3",33.0],["2022Q3",33.0],["2023Q3",33.0]]}
-{"code":"PMQ38.2.120","dimensions":{"C03288V03961":"2","C03715V04462":"120","STATISTIC":"PMQ38"},"observations":[["PERIOD","VALUE"],["2020Q3",22.0],["2021Q3",22.0],["2022Q3",23.0],["2023Q3",14.0]]}
-{"code":"PMQ38.2.999","dimensions":{"C03288V03961":"2","C03715V04462":"999","STATISTIC":"PMQ38"},"observations":[["PERIOD","VALUE"],["2020Q3",8.0],["2021Q3",14.0],["2022Q3",8.0],["2023Q3",8.0]]}
-{"code":"PMQ38.3.100","dimensions":{"C03288V03961":"3","C03715V04462":"100","STATISTIC":"PMQ38"},"observations":[["PERIOD","VALUE"],["2020Q3",39.0],["2021Q3",62.0],["2022Q3",54.0],["2023Q3",50.0]]}
-{"code":"PMQ38.3.110","dimensions":{"C03288V03961":"3","C03715V04462":"110","STATISTIC":"PMQ38"},"observations":[["PERIOD","VALUE"],["2020Q3",48.0],["2021Q3",20.0],["2022Q3",18.0],["2023Q3",31.0]]}
-{"code":"PMQ38.3.120","dimensions":{"C03288V03961":"3","C03715V04462":"120","STATISTIC":"PMQ38"},"observations":[["PERIOD","VALUE"],["2020Q3",9.0],["2021Q3",11.0],["2022Q3",18.0],["2023Q3",12.0]]}
-{"code":"PMQ38.3.999","dimensions":{"C03288V03961":"3","C03715V04462":"999","STATISTIC":"PMQ38"},"observations":[["PERIOD","VALUE"],["2020Q3",5.0],["2021Q3",7.0],["2022Q3",9.0],["2023Q3",7.0]]}
-{"code":"PMQ38.4.100","dimensions":{"C03288V03961":"4","C03715V04462":"100","STATISTIC":"PMQ38"},"observations":[["PERIOD","VALUE"],["2020Q3",58.0],["2021Q3",50.0],["2022Q3",44.0],["2023Q3",50.0]]}
-{"code":"PMQ38.4.110","dimensions":{"C03288V03961":"4","C03715V04462":"110","STATISTIC":"PMQ38"},"observations":[["PERIOD","VALUE"],["2020Q3",21.0],["2021Q3",33.0],["2022Q3",29.0],["2023Q3",27.0]]}
-{"code":"PMQ38.4.120","dimensions":{"C03288V03961":"4","C03715V04462":"120","STATISTIC":"PMQ38"},"observations":[["PERIOD","VALUE"],["2020Q3",14.0],["2021Q3",11.0],["2022Q3",21.0],["2023Q3",16.0]]}
-{"code":"PMQ38.4.999","dimensions":{"C03288V03961":"4","C03715V04462":"999","STATISTIC":"PMQ38"},"observations":[["PERIOD","VALUE"],["2020Q3",8.0],["2021Q3",6.0],["2022Q3",6.0],["2023Q3",7.0]]}
-{"code":"PMQ38.5.100","dimensions":{"C03288V03961":"5","C03715V04462":"100","STATISTIC":"PMQ38"},"observations":[["PERIOD","VALUE"],["2020Q3",66.0],["2021Q3",59.0],["2022Q3",56.0],["2023Q3",54.0]]}
-{"code":"PMQ38.5.110","dimensions":{"C03288V03961":"5","C03715V04462":"110","STATISTIC":"PMQ38"},"observations":[["PERIOD","VALUE"],["2020Q3",20.0],["2021Q3",17.0],["2022Q3",22.0],["2023Q3",18.0]]}
-{"code":"PMQ38.5.120","dimensions":{"C03288V03961":"5","C03715V04462":"120","STATISTIC":"PMQ38"},"observations":[["PERIOD","VALUE"],["2020Q3",5.0],["2021Q3",15.0],["2022Q3",14.0],["2023Q3",19.0]]}
-{"code":"PMQ38.5.999","dimensions":{"C03288V03961":"5","C03715V04462":"999","STATISTIC":"PMQ38"},"observations":[["PERIOD","VALUE"],["2020Q3",10.0],["2021Q3",9.0],["2022Q3",8.0],["2023Q3",9.0]]}
-{"code":"PMQ38.6.100","dimensions":{"C03288V03961":"6","C03715V04462":"100","STATISTIC":"PMQ38"},"observations":[["PERIOD","VALUE"],["2020Q3",51.0],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"]]}
-{"code":"PMQ38.6.110","dimensions":{"C03288V03961":"6","C03715V04462":"110","STATISTIC":"PMQ38"},"observations":[["PERIOD","VALUE"],["2020Q3",20.0],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"]]}
-{"code":"PMQ38.6.120","dimensions":{"C03288V03961":"6","C03715V04462":"120","STATISTIC":"PMQ38"},"observations":[["PERIOD","VALUE"],["2020Q3",15.0],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"]]}
-{"code":"PMQ38.6.999","dimensions":{"C03288V03961":"6","C03715V04462":"999","STATISTIC":"PMQ38"},"observations":[["PERIOD","VALUE"],["2020Q3",14.0],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"]]}
-{"code":"PMQ38.7.100","dimensions":{"C03288V03961":"7","C03715V04462":"100","STATISTIC":"PMQ38"},"observations":[["PERIOD","VALUE"],["2020Q3",52.0],["2021Q3",62.0],["2022Q3",58.0],["2023Q3",58.0]]}
-{"code":"PMQ38.7.110","dimensions":{"C03288V03961":"7","C03715V04462":"110","STATISTIC":"PMQ38"},"observations":[["PERIOD","VALUE"],["2020Q3",19.0],["2021Q3",17.0],["2022Q3",18.0],["2023Q3",21.0]]}
-{"code":"PMQ38.7.120","dimensions":{"C03288V03961":"7","C03715V04462":"120","STATISTIC":"PMQ38"},"observations":[["PERIOD","VALUE"],["2020Q3",16.0],["2021Q3",9.0],["2022Q3",10.0],["2023Q3",5.0]]}
-{"code":"PMQ38.7.999","dimensions":{"C03288V03961":"7","C03715V04462":"999","STATISTIC":"PMQ38"},"observations":[["PERIOD","VALUE"],["2020Q3",14.0],["2021Q3",13.0],["2022Q3",14.0],["2023Q3",16.0]]}
-{"code":"PMQ38.8.100","dimensions":{"C03288V03961":"8","C03715V04462":"100","STATISTIC":"PMQ38"},"observations":[["PERIOD","VALUE"],["2020Q3",55.0],["2021Q3",52.0],["2022Q3",40.0],["2023Q3",41.0]]}
-{"code":"PMQ38.8.110","dimensions":{"C03288V03961":"8","C03715V04462":"110","STATISTIC":"PMQ38"},"observations":[["PERIOD","VALUE"],["2020Q3",21.0],["2021Q3",31.0],["2022Q3",30.0],["2023Q3",20.0]]}
-{"code":"PMQ38.8.120","dimensions":{"C03288V03961":"8","C03715V04462":"120","STATISTIC":"PMQ38"},"observations":[["PERIOD","VALUE"],["2020Q3",15.0],["2021Q3",11.0],["2022Q3",20.0],["2023Q3",28.0]]}
-{"code":"PMQ38.8.999","dimensions":{"C03288V03961":"8","C03715V04462":"999","STATISTIC":"PMQ38"},"observations":[["PERIOD","VALUE"],["2020Q3",9.0],["2021Q3",5.0],["2022Q3",10.0],["2023Q3",11.0]]}
-{"code":"PMQ38.9.100","dimensions":{"C03288V03961":"9","C03715V04462":"100","STATISTIC":"PMQ38"},"observations":[["PERIOD","VALUE"],["2020Q3",60.0],["2021Q3",54.0],["2022Q3",67.0],["2023Q3",50.0]]}
-{"code":"PMQ38.9.110","dimensions":{"C03288V03961":"9","C03715V04462":"110","STATISTIC":"PMQ38"},"observations":[["PERIOD","VALUE"],["2020Q3",15.0],["2021Q3",21.0],["2022Q3",14.0],["2023Q3",17.0]]}
-{"code":"PMQ38.9.120","dimensions":{"C03288V03961":"9","C03715V04462":"120","STATISTIC":"PMQ38"},"observations":[["PERIOD","VALUE"],["2020Q3",12.0],["2021Q3",15.0],["2022Q3",12.0],["2023Q3",25.0]]}
-{"code":"PMQ38.9.999","dimensions":{"C03288V03961":"9","C03715V04462":"999","STATISTIC":"PMQ38"},"observations":[["PERIOD","VALUE"],["2020Q3",13.0],["2021Q3",10.0],["2022Q3",7.0],["2023Q3",8.0]]}
-{"code":"PMQ38.X1.100","dimensions":{"C03288V03961":"X1","C03715V04462":"100","STATISTIC":"PMQ38"},"observations":[["PERIOD","VALUE"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"]]}
-{"code":"PMQ38.X1.110","dimensions":{"C03288V03961":"X1","C03715V04462":"110","STATISTIC":"PMQ38"},"observations":[["PERIOD","VALUE"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"]]}
-{"code":"PMQ38.X1.120","dimensions":{"C03288V03961":"X1","C03715V04462":"120","STATISTIC":"PMQ38"},"observations":[["PERIOD","VALUE"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"]]}
-{"code":"PMQ38.X1.999","dimensions":{"C03288V03961":"X1","C03715V04462":"999","STATISTIC":"PMQ38"},"observations":[["PERIOD","VALUE"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"]]}
+{"code":"PMQ38.1.100","dimensions":{"C03288V03961":"1","C03715V04462":"100","STATISTIC":"PMQ38"},"observations":[["PERIOD","VALUE"],["2020Q3",57.0],["2021Q3",63.0],["2022Q3",53.0],["2023Q3",54.0],["2024Q3",53.0]]}
+{"code":"PMQ38.1.110","dimensions":{"C03288V03961":"1","C03715V04462":"110","STATISTIC":"PMQ38"},"observations":[["PERIOD","VALUE"],["2020Q3",30.0],["2021Q3",29.0],["2022Q3",24.0],["2023Q3",29.0],["2024Q3",31.0]]}
+{"code":"PMQ38.1.120","dimensions":{"C03288V03961":"1","C03715V04462":"120","STATISTIC":"PMQ38"},"observations":[["PERIOD","VALUE"],["2020Q3",1.0],["2021Q3",4.0],["2022Q3",13.0],["2023Q3",12.0],["2024Q3",6.0]]}
+{"code":"PMQ38.1.130","dimensions":{"C03288V03961":"1","C03715V04462":"130","STATISTIC":"PMQ38"},"observations":[["PERIOD","VALUE"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3",3.0]]}
+{"code":"PMQ38.1.999","dimensions":{"C03288V03961":"1","C03715V04462":"999","STATISTIC":"PMQ38"},"observations":[["PERIOD","VALUE"],["2020Q3",13.0],["2021Q3",5.0],["2022Q3",9.0],["2023Q3",6.0],["2024Q3",8.0]]}
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+{"code":"PMQ38.5.130","dimensions":{"C03288V03961":"5","C03715V04462":"130","STATISTIC":"PMQ38"},"observations":[["PERIOD","VALUE"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3",1.0]]}
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+{"code":"PMQ38.7.110","dimensions":{"C03288V03961":"7","C03715V04462":"110","STATISTIC":"PMQ38"},"observations":[["PERIOD","VALUE"],["2020Q3",19.0],["2021Q3",17.0],["2022Q3",18.0],["2023Q3",21.0],["2024Q3",19.0]]}
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+{"code":"PMQ38.7.130","dimensions":{"C03288V03961":"7","C03715V04462":"130","STATISTIC":"PMQ38"},"observations":[["PERIOD","VALUE"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3",1.0]]}
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+{"code":"PMQ38.8.130","dimensions":{"C03288V03961":"8","C03715V04462":"130","STATISTIC":"PMQ38"},"observations":[["PERIOD","VALUE"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3",4.0]]}
+{"code":"PMQ38.8.999","dimensions":{"C03288V03961":"8","C03715V04462":"999","STATISTIC":"PMQ38"},"observations":[["PERIOD","VALUE"],["2020Q3",9.0],["2021Q3",5.0],["2022Q3",10.0],["2023Q3",11.0],["2024Q3",6.0]]}
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+{"code":"PMQ38.9.110","dimensions":{"C03288V03961":"9","C03715V04462":"110","STATISTIC":"PMQ38"},"observations":[["PERIOD","VALUE"],["2020Q3",15.0],["2021Q3",21.0],["2022Q3",14.0],["2023Q3",17.0],["2024Q3",13.0]]}
+{"code":"PMQ38.9.120","dimensions":{"C03288V03961":"9","C03715V04462":"120","STATISTIC":"PMQ38"},"observations":[["PERIOD","VALUE"],["2020Q3",12.0],["2021Q3",15.0],["2022Q3",12.0],["2023Q3",25.0],["2024Q3",18.0]]}
+{"code":"PMQ38.9.130","dimensions":{"C03288V03961":"9","C03715V04462":"130","STATISTIC":"PMQ38"},"observations":[["PERIOD","VALUE"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3",0.0]]}
+{"code":"PMQ38.9.999","dimensions":{"C03288V03961":"9","C03715V04462":"999","STATISTIC":"PMQ38"},"observations":[["PERIOD","VALUE"],["2020Q3",13.0],["2021Q3",10.0],["2022Q3",7.0],["2023Q3",8.0],["2024Q3",9.0]]}
+{"code":"PMQ38.X1.100","dimensions":{"C03288V03961":"X1","C03715V04462":"100","STATISTIC":"PMQ38"},"observations":[["PERIOD","VALUE"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ38.X1.110","dimensions":{"C03288V03961":"X1","C03715V04462":"110","STATISTIC":"PMQ38"},"observations":[["PERIOD","VALUE"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ38.X1.120","dimensions":{"C03288V03961":"X1","C03715V04462":"120","STATISTIC":"PMQ38"},"observations":[["PERIOD","VALUE"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ38.X1.130","dimensions":{"C03288V03961":"X1","C03715V04462":"130","STATISTIC":"PMQ38"},"observations":[["PERIOD","VALUE"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ38.X1.999","dimensions":{"C03288V03961":"X1","C03715V04462":"999","STATISTIC":"PMQ38"},"observations":[["PERIOD","VALUE"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
diff --git a/PMQ39/dataset.json b/PMQ39/dataset.json
index 1bb6d7891e790a6233c67670fd8959405373e7ed..26e90cafe77400cf9da8ef80b4aaf5e7a6bcd8c0 100644
--- a/PMQ39/dataset.json
+++ b/PMQ39/dataset.json
@@ -36,9 +36,9 @@
   },
   "name": "Persons in employment aged 20 to 69 years with personal pension coverage",
   "notes": [
-    "Data are subject to sampling and other survey errors, which are relatively greater in respect of smaller values. Please note data may not add to 100% due to rounding issues.",
+    "Refer to Background Notes for the definition of the ILO Labour Force classification of persons in employment.<br /><br />Please note data may not add to 100% due to rounding issues.<br /><br />.. Sample occurrence too small for estimation.<br /><br />Data are subject to sampling and other survey errors, which are relatively greater in respect of smaller values.",
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/housingandhouseholds/pensioncoverage/\">statistical release page</a> on our website."
   ],
   "source_href": "https://data.cso.ie/table/PMQ39",
-  "updated_at": "2024-02-26T11:00:00Z"
+  "updated_at": "2024-12-19T11:00:00Z"
 }
\ No newline at end of file
diff --git a/PMQ39/series.jsonl b/PMQ39/series.jsonl
index 80dce784e2975a53b4223be15d8f8cbce6197995..dedcac44c776c2b5bb93aa999df8e3224dc5031a 100644
--- a/PMQ39/series.jsonl
+++ b/PMQ39/series.jsonl
@@ -1,6 +1,6 @@
-{"code":"PMQ39C01.1","dimensions":{"C02199V02655":"1","STATISTIC":"PMQ39C01"},"observations":[["PERIOD","VALUE"],["2020Q3",64.6],["2021Q3",70.8],["2022Q3",77.0],["2023Q3",76.0]]}
-{"code":"PMQ39C01.2","dimensions":{"C02199V02655":"2","STATISTIC":"PMQ39C01"},"observations":[["PERIOD","VALUE"],["2020Q3",68.4],["2021Q3",69.7],["2022Q3",70.0],["2023Q3",72.0]]}
-{"code":"PMQ39C02.1","dimensions":{"C02199V02655":"1","STATISTIC":"PMQ39C02"},"observations":[["PERIOD","VALUE"],["2020Q3",33.6],["2021Q3",26.6],["2022Q3",21.0],["2023Q3",25.0]]}
-{"code":"PMQ39C02.2","dimensions":{"C02199V02655":"2","STATISTIC":"PMQ39C02"},"observations":[["PERIOD","VALUE"],["2020Q3",29.6],["2021Q3",28.4],["2022Q3",28.0],["2023Q3",21.0]]}
-{"code":"PMQ39C03.1","dimensions":{"C02199V02655":"1","STATISTIC":"PMQ39C03"},"observations":[["PERIOD","VALUE"],["2020Q3",1.7],["2021Q3",2.6],["2022Q3",2.0],["2023Q3",4.0]]}
-{"code":"PMQ39C03.2","dimensions":{"C02199V02655":"2","STATISTIC":"PMQ39C03"},"observations":[["PERIOD","VALUE"],["2020Q3",2.0],["2021Q3",2.0],["2022Q3",2.0],["2023Q3",3.0]]}
+{"code":"PMQ39C01.1","dimensions":{"C02199V02655":"1","STATISTIC":"PMQ39C01"},"observations":[["PERIOD","VALUE"],["2020Q3",64.6],["2021Q3",70.8],["2022Q3",77.0],["2023Q3",76.0],["2024Q3",80.0]]}
+{"code":"PMQ39C01.2","dimensions":{"C02199V02655":"2","STATISTIC":"PMQ39C01"},"observations":[["PERIOD","VALUE"],["2020Q3",68.4],["2021Q3",69.7],["2022Q3",70.0],["2023Q3",72.0],["2024Q3",75.0]]}
+{"code":"PMQ39C02.1","dimensions":{"C02199V02655":"1","STATISTIC":"PMQ39C02"},"observations":[["PERIOD","VALUE"],["2020Q3",33.6],["2021Q3",26.6],["2022Q3",21.0],["2023Q3",25.0],["2024Q3",18.0]]}
+{"code":"PMQ39C02.2","dimensions":{"C02199V02655":"2","STATISTIC":"PMQ39C02"},"observations":[["PERIOD","VALUE"],["2020Q3",29.6],["2021Q3",28.4],["2022Q3",28.0],["2023Q3",21.0],["2024Q3",22.0]]}
+{"code":"PMQ39C03.1","dimensions":{"C02199V02655":"1","STATISTIC":"PMQ39C03"},"observations":[["PERIOD","VALUE"],["2020Q3",1.7],["2021Q3",2.6],["2022Q3",2.0],["2023Q3",4.0],["2024Q3",3.0]]}
+{"code":"PMQ39C03.2","dimensions":{"C02199V02655":"2","STATISTIC":"PMQ39C03"},"observations":[["PERIOD","VALUE"],["2020Q3",2.0],["2021Q3",2.0],["2022Q3",2.0],["2023Q3",3.0],["2024Q3",3.0]]}
diff --git a/PMQ40/dataset.json b/PMQ40/dataset.json
index 4d2156df08160432a69fe96a2a3bf4f1694a0049..2c351701e96a80122ca2a3872933659654ab428d 100644
--- a/PMQ40/dataset.json
+++ b/PMQ40/dataset.json
@@ -48,9 +48,9 @@
   },
   "name": "Persons in employment aged 20 to 69 years with personal pension coverage",
   "notes": [
-    "Please note data may not add to 100% due to rounding issues.<br />.. Sample occurrence too small for estimation.",
+    "Refer to Background Notes for the definition of the ILO Labour Force classification of persons in employment.<br /><br />Please note data may not add to 100% due to rounding issues.<br /><br />.. Sample occurrence too small for estimation.",
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/housingandhouseholds/pensioncoverage/\">statistical release page</a> on our website."
   ],
   "source_href": "https://data.cso.ie/table/PMQ40",
-  "updated_at": "2024-02-26T11:00:00Z"
+  "updated_at": "2024-12-19T11:00:00Z"
 }
\ No newline at end of file
diff --git a/PMQ40/series.jsonl b/PMQ40/series.jsonl
index a161db8ff9e4d0b45bbcd95335bdf6d64b8201b7..4207adf346279febf0d5b88d929fbb76226b1a75 100644
--- a/PMQ40/series.jsonl
+++ b/PMQ40/series.jsonl
@@ -1,15 +1,15 @@
-{"code":"PMQ40C01.365","dimensions":{"C02076V02508":"365","STATISTIC":"PMQ40C01"},"observations":[["PERIOD","VALUE"],["2020Q3","*"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"]]}
-{"code":"PMQ40C01.415","dimensions":{"C02076V02508":"415","STATISTIC":"PMQ40C01"},"observations":[["PERIOD","VALUE"],["2020Q3",65.9],["2021Q3","NA"],["2022Q3",79.0],["2023Q3",88.0]]}
-{"code":"PMQ40C01.465","dimensions":{"C02076V02508":"465","STATISTIC":"PMQ40C01"},"observations":[["PERIOD","VALUE"],["2020Q3",65.2],["2021Q3",67.6],["2022Q3",76.0],["2023Q3",75.0]]}
-{"code":"PMQ40C01.500","dimensions":{"C02076V02508":"500","STATISTIC":"PMQ40C01"},"observations":[["PERIOD","VALUE"],["2020Q3",69.0],["2021Q3",72.2],["2022Q3",75.0],["2023Q3",73.0]]}
-{"code":"PMQ40C01.540","dimensions":{"C02076V02508":"540","STATISTIC":"PMQ40C01"},"observations":[["PERIOD","VALUE"],["2020Q3",61.7],["2021Q3",67.0],["2022Q3",70.0],["2023Q3",67.0]]}
-{"code":"PMQ40C02.365","dimensions":{"C02076V02508":"365","STATISTIC":"PMQ40C02"},"observations":[["PERIOD","VALUE"],["2020Q3","*"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"]]}
-{"code":"PMQ40C02.415","dimensions":{"C02076V02508":"415","STATISTIC":"PMQ40C02"},"observations":[["PERIOD","VALUE"],["2020Q3",34.1],["2021Q3","NA"],["2022Q3",20.0],["2023Q3",11.0]]}
-{"code":"PMQ40C02.465","dimensions":{"C02076V02508":"465","STATISTIC":"PMQ40C02"},"observations":[["PERIOD","VALUE"],["2020Q3",34.8],["2021Q3",32.4],["2022Q3",24.0],["2023Q3",22.0]]}
-{"code":"PMQ40C02.500","dimensions":{"C02076V02508":"500","STATISTIC":"PMQ40C02"},"observations":[["PERIOD","VALUE"],["2020Q3",30.7],["2021Q3",27.6],["2022Q3",24.0],["2023Q3",25.0]]}
-{"code":"PMQ40C02.540","dimensions":{"C02076V02508":"540","STATISTIC":"PMQ40C02"},"observations":[["PERIOD","VALUE"],["2020Q3",31.8],["2021Q3",25.5],["2022Q3",25.0],["2023Q3",26.0]]}
-{"code":"PMQ40C03.365","dimensions":{"C02076V02508":"365","STATISTIC":"PMQ40C03"},"observations":[["PERIOD","VALUE"],["2020Q3","*"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"]]}
-{"code":"PMQ40C03.415","dimensions":{"C02076V02508":"415","STATISTIC":"PMQ40C03"},"observations":[["PERIOD","VALUE"],["2020Q3",0.0],["2021Q3","NA"],["2022Q3",1.0],["2023Q3",1.0]]}
-{"code":"PMQ40C03.465","dimensions":{"C02076V02508":"465","STATISTIC":"PMQ40C03"},"observations":[["PERIOD","VALUE"],["2020Q3",0.0],["2021Q3","NA"],["2022Q3",1.0],["2023Q3",2.0]]}
-{"code":"PMQ40C03.500","dimensions":{"C02076V02508":"500","STATISTIC":"PMQ40C03"},"observations":[["PERIOD","VALUE"],["2020Q3",0.2],["2021Q3",0.2],["2022Q3",1.0],["2023Q3",2.0]]}
-{"code":"PMQ40C03.540","dimensions":{"C02076V02508":"540","STATISTIC":"PMQ40C03"},"observations":[["PERIOD","VALUE"],["2020Q3",6.5],["2021Q3",7.6],["2022Q3",5.0],["2023Q3",7.0]]}
+{"code":"PMQ40C01.365","dimensions":{"C02076V02508":"365","STATISTIC":"PMQ40C01"},"observations":[["PERIOD","VALUE"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ40C01.415","dimensions":{"C02076V02508":"415","STATISTIC":"PMQ40C01"},"observations":[["PERIOD","VALUE"],["2020Q3",65.9],["2021Q3","NA"],["2022Q3",79.0],["2023Q3",88.0],["2024Q3",81.0]]}
+{"code":"PMQ40C01.465","dimensions":{"C02076V02508":"465","STATISTIC":"PMQ40C01"},"observations":[["PERIOD","VALUE"],["2020Q3",65.2],["2021Q3",67.6],["2022Q3",76.0],["2023Q3",75.0],["2024Q3",81.0]]}
+{"code":"PMQ40C01.500","dimensions":{"C02076V02508":"500","STATISTIC":"PMQ40C01"},"observations":[["PERIOD","VALUE"],["2020Q3",69.0],["2021Q3",72.2],["2022Q3",75.0],["2023Q3",73.0],["2024Q3",76.0]]}
+{"code":"PMQ40C01.540","dimensions":{"C02076V02508":"540","STATISTIC":"PMQ40C01"},"observations":[["PERIOD","VALUE"],["2020Q3",61.7],["2021Q3",67.0],["2022Q3",70.0],["2023Q3",67.0],["2024Q3",75.0]]}
+{"code":"PMQ40C02.365","dimensions":{"C02076V02508":"365","STATISTIC":"PMQ40C02"},"observations":[["PERIOD","VALUE"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ40C02.415","dimensions":{"C02076V02508":"415","STATISTIC":"PMQ40C02"},"observations":[["PERIOD","VALUE"],["2020Q3",34.1],["2021Q3","NA"],["2022Q3",20.0],["2023Q3",11.0],["2024Q3",19.0]]}
+{"code":"PMQ40C02.465","dimensions":{"C02076V02508":"465","STATISTIC":"PMQ40C02"},"observations":[["PERIOD","VALUE"],["2020Q3",34.8],["2021Q3",32.4],["2022Q3",24.0],["2023Q3",22.0],["2024Q3",15.0]]}
+{"code":"PMQ40C02.500","dimensions":{"C02076V02508":"500","STATISTIC":"PMQ40C02"},"observations":[["PERIOD","VALUE"],["2020Q3",30.7],["2021Q3",27.6],["2022Q3",24.0],["2023Q3",25.0],["2024Q3",23.0]]}
+{"code":"PMQ40C02.540","dimensions":{"C02076V02508":"540","STATISTIC":"PMQ40C02"},"observations":[["PERIOD","VALUE"],["2020Q3",31.8],["2021Q3",25.5],["2022Q3",25.0],["2023Q3",26.0],["2024Q3",20.0]]}
+{"code":"PMQ40C03.365","dimensions":{"C02076V02508":"365","STATISTIC":"PMQ40C03"},"observations":[["PERIOD","VALUE"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ40C03.415","dimensions":{"C02076V02508":"415","STATISTIC":"PMQ40C03"},"observations":[["PERIOD","VALUE"],["2020Q3",0.0],["2021Q3","NA"],["2022Q3",1.0],["2023Q3",1.0],["2024Q3",0.0]]}
+{"code":"PMQ40C03.465","dimensions":{"C02076V02508":"465","STATISTIC":"PMQ40C03"},"observations":[["PERIOD","VALUE"],["2020Q3",0.0],["2021Q3","NA"],["2022Q3",1.0],["2023Q3",2.0],["2024Q3",3.0]]}
+{"code":"PMQ40C03.500","dimensions":{"C02076V02508":"500","STATISTIC":"PMQ40C03"},"observations":[["PERIOD","VALUE"],["2020Q3",0.2],["2021Q3",0.2],["2022Q3",1.0],["2023Q3",2.0],["2024Q3",2.0]]}
+{"code":"PMQ40C03.540","dimensions":{"C02076V02508":"540","STATISTIC":"PMQ40C03"},"observations":[["PERIOD","VALUE"],["2020Q3",6.5],["2021Q3",7.6],["2022Q3",5.0],["2023Q3",7.0],["2024Q3",5.0]]}
diff --git a/PMQ41/dataset.json b/PMQ41/dataset.json
index 011cb1f2ed501092acfc3ec2e5387138d4b6b0a6..e2b156d09539023bd78fae56e5c3424b3d25632b 100644
--- a/PMQ41/dataset.json
+++ b/PMQ41/dataset.json
@@ -36,9 +36,9 @@
   },
   "name": "Persons in employment aged 20 to 69 years with personal pension coverage",
   "notes": [
-    "Please note data may not add to 100% due to rounding issues. <br />.. Sample occurrence too small for estimation.",
+    "Refer to Background Notes for the definition of the ILO Labour Force classification of persons in employment.<br /><br />Please note data may not add to 100% due to rounding issues.<br /><br />.. Sample occurrence too small for estimation.",
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/housingandhouseholds/pensioncoverage/\">statistical release page</a> on our website."
   ],
   "source_href": "https://data.cso.ie/table/PMQ41",
-  "updated_at": "2024-02-26T11:00:00Z"
+  "updated_at": "2024-12-19T11:00:00Z"
 }
\ No newline at end of file
diff --git a/PMQ41/series.jsonl b/PMQ41/series.jsonl
index 77d7547c994b4689bd1e56940b614b8ff794315b..ec24d287378935f694bd180f4ab77c6ca41eb103 100644
--- a/PMQ41/series.jsonl
+++ b/PMQ41/series.jsonl
@@ -1,6 +1,6 @@
-{"code":"PMQ41C01.IE","dimensions":{"C02539V03074":"IE","STATISTIC":"PMQ41C01"},"observations":[["PERIOD","VALUE"],["2020Q3",65.0],["2021Q3",70.0],["2022Q3",75.0],["2023Q3",74.0]]}
-{"code":"PMQ41C01.IE05","dimensions":{"C02539V03074":"IE05","STATISTIC":"PMQ41C01"},"observations":[["PERIOD","VALUE"],["2020Q3",74.0],["2021Q3",75.0],["2022Q3",69.0],["2023Q3",74.0]]}
-{"code":"PMQ41C02.IE","dimensions":{"C02539V03074":"IE","STATISTIC":"PMQ41C02"},"observations":[["PERIOD","VALUE"],["2020Q3",33.0],["2021Q3",28.0],["2022Q3",23.0],["2023Q3",23.0]]}
-{"code":"PMQ41C02.IE05","dimensions":{"C02539V03074":"IE05","STATISTIC":"PMQ41C02"},"observations":[["PERIOD","VALUE"],["2020Q3",24.0],["2021Q3",25.0],["2022Q3",28.0],["2023Q3",21.0]]}
-{"code":"PMQ41C03.IE","dimensions":{"C02539V03074":"IE","STATISTIC":"PMQ41C03"},"observations":[["PERIOD","VALUE"],["2020Q3",2.0],["2021Q3",3.0],["2022Q3",2.0],["2023Q3",3.0]]}
-{"code":"PMQ41C03.IE05","dimensions":{"C02539V03074":"IE05","STATISTIC":"PMQ41C03"},"observations":[["PERIOD","VALUE"],["2020Q3",1.0],["2021Q3",0.0],["2022Q3",3.0],["2023Q3",5.0]]}
+{"code":"PMQ41C01.IE","dimensions":{"C02539V03074":"IE","STATISTIC":"PMQ41C01"},"observations":[["PERIOD","VALUE"],["2020Q3",65.0],["2021Q3",70.0],["2022Q3",75.0],["2023Q3",74.0],["2024Q3",77.0]]}
+{"code":"PMQ41C01.IE05","dimensions":{"C02539V03074":"IE05","STATISTIC":"PMQ41C01"},"observations":[["PERIOD","VALUE"],["2020Q3",74.0],["2021Q3",75.0],["2022Q3",69.0],["2023Q3",74.0],["2024Q3",84.0]]}
+{"code":"PMQ41C02.IE","dimensions":{"C02539V03074":"IE","STATISTIC":"PMQ41C02"},"observations":[["PERIOD","VALUE"],["2020Q3",33.0],["2021Q3",28.0],["2022Q3",23.0],["2023Q3",23.0],["2024Q3",20.0]]}
+{"code":"PMQ41C02.IE05","dimensions":{"C02539V03074":"IE05","STATISTIC":"PMQ41C02"},"observations":[["PERIOD","VALUE"],["2020Q3",24.0],["2021Q3",25.0],["2022Q3",28.0],["2023Q3",21.0],["2024Q3",13.0]]}
+{"code":"PMQ41C03.IE","dimensions":{"C02539V03074":"IE","STATISTIC":"PMQ41C03"},"observations":[["PERIOD","VALUE"],["2020Q3",2.0],["2021Q3",3.0],["2022Q3",2.0],["2023Q3",3.0],["2024Q3",3.0]]}
+{"code":"PMQ41C03.IE05","dimensions":{"C02539V03074":"IE05","STATISTIC":"PMQ41C03"},"observations":[["PERIOD","VALUE"],["2020Q3",1.0],["2021Q3",0.0],["2022Q3",3.0],["2023Q3",5.0],["2024Q3",3.0]]}
diff --git a/PMQ42/dataset.json b/PMQ42/dataset.json
index 659763b07b23e93bd3270e9d8c5b7993aef21650..c09fcf4966512b3210eea78e792082830133329d 100644
--- a/PMQ42/dataset.json
+++ b/PMQ42/dataset.json
@@ -36,9 +36,9 @@
   },
   "name": "Persons in employment aged 20 to 69 years with personal pension coverage",
   "notes": [
-    "Please note data may not add to 100% due to rounding issues.<br />.. Sample occurrence too small for estimation.",
+    "Refer to Background Notes for the definition of the ILO Labour Force classification of persons in employment.<br /><br />Please note data may not add to 100% due to rounding issues.<br /><br />.. Sample occurrence too small for estimation.",
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/housingandhouseholds/pensioncoverage/\">statistical release page</a> on our website."
   ],
   "source_href": "https://data.cso.ie/table/PMQ42",
-  "updated_at": "2024-02-26T11:00:00Z"
+  "updated_at": "2024-12-19T11:00:00Z"
 }
\ No newline at end of file
diff --git a/PMQ42/series.jsonl b/PMQ42/series.jsonl
index cdffd66d806dff3a505c167389b6232a93f7ee9c..818b2eab09171597b4dc8791da2325190f00ae74 100644
--- a/PMQ42/series.jsonl
+++ b/PMQ42/series.jsonl
@@ -1,6 +1,6 @@
-{"code":"PMQ42C01.1","dimensions":{"C02027V02455":"1","STATISTIC":"PMQ42C01"},"observations":[["PERIOD","VALUE"],["2020Q3",64.0],["2021Q3",68.0],["2022Q3",71.0],["2023Q3",73.0]]}
-{"code":"PMQ42C01.221","dimensions":{"C02027V02455":"221","STATISTIC":"PMQ42C01"},"observations":[["PERIOD","VALUE"],["2020Q3",71.0],["2021Q3",75.0],["2022Q3",84.0],["2023Q3",77.0]]}
-{"code":"PMQ42C02.1","dimensions":{"C02027V02455":"1","STATISTIC":"PMQ42C02"},"observations":[["PERIOD","VALUE"],["2020Q3",35.0],["2021Q3",30.0],["2022Q3",27.0],["2023Q3",24.0]]}
-{"code":"PMQ42C02.221","dimensions":{"C02027V02455":"221","STATISTIC":"PMQ42C02"},"observations":[["PERIOD","VALUE"],["2020Q3",25.0],["2021Q3",21.0],["2022Q3",15.0],["2023Q3",19.0]]}
-{"code":"PMQ42C03.1","dimensions":{"C02027V02455":"1","STATISTIC":"PMQ42C03"},"observations":[["PERIOD","VALUE"],["2020Q3",1.0],["2021Q3",2.0],["2022Q3",2.0],["2023Q3",3.0]]}
-{"code":"PMQ42C03.221","dimensions":{"C02027V02455":"221","STATISTIC":"PMQ42C03"},"observations":[["PERIOD","VALUE"],["2020Q3",4.0],["2021Q3",4.0],["2022Q3",2.0],["2023Q3",4.0]]}
+{"code":"PMQ42C01.1","dimensions":{"C02027V02455":"1","STATISTIC":"PMQ42C01"},"observations":[["PERIOD","VALUE"],["2020Q3",64.0],["2021Q3",68.0],["2022Q3",71.0],["2023Q3",73.0],["2024Q3",77.0]]}
+{"code":"PMQ42C01.221","dimensions":{"C02027V02455":"221","STATISTIC":"PMQ42C01"},"observations":[["PERIOD","VALUE"],["2020Q3",71.0],["2021Q3",75.0],["2022Q3",84.0],["2023Q3",77.0],["2024Q3",81.0]]}
+{"code":"PMQ42C02.1","dimensions":{"C02027V02455":"1","STATISTIC":"PMQ42C02"},"observations":[["PERIOD","VALUE"],["2020Q3",35.0],["2021Q3",30.0],["2022Q3",27.0],["2023Q3",24.0],["2024Q3",16.0]]}
+{"code":"PMQ42C02.221","dimensions":{"C02027V02455":"221","STATISTIC":"PMQ42C02"},"observations":[["PERIOD","VALUE"],["2020Q3",25.0],["2021Q3",21.0],["2022Q3",15.0],["2023Q3",19.0],["2024Q3",21.0]]}
+{"code":"PMQ42C03.1","dimensions":{"C02027V02455":"1","STATISTIC":"PMQ42C03"},"observations":[["PERIOD","VALUE"],["2020Q3",1.0],["2021Q3",2.0],["2022Q3",2.0],["2023Q3",3.0],["2024Q3",3.0]]}
+{"code":"PMQ42C03.221","dimensions":{"C02027V02455":"221","STATISTIC":"PMQ42C03"},"observations":[["PERIOD","VALUE"],["2020Q3",4.0],["2021Q3",4.0],["2022Q3",2.0],["2023Q3",4.0],["2024Q3",3.0]]}
diff --git a/PMQ43/dataset.json b/PMQ43/dataset.json
index 390f37f48e3a213a6c176ac030122c9c67ce8024..e5d8c7831ab12ad184f7c7269b96370a419e8cc3 100644
--- a/PMQ43/dataset.json
+++ b/PMQ43/dataset.json
@@ -36,9 +36,9 @@
   },
   "name": "Persons in employment aged 20 to 69 years with personal pension coverage",
   "notes": [
-    "Please note data may not add to 100% due to rounding issues. <br />.. Sample occurrence too small for estimation.",
+    "Refer to Background Notes for the definition of the ILO Labour Force classification of persons in employment.<br /><br />Please note data may not add to 100% due to rounding issues.<br /><br />.. Sample occurrence too small for estimation.",
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/housingandhouseholds/pensioncoverage/\">statistical release page</a> on our website."
   ],
   "source_href": "https://data.cso.ie/table/PMQ43",
-  "updated_at": "2024-02-26T11:00:00Z"
+  "updated_at": "2024-12-19T11:00:00Z"
 }
\ No newline at end of file
diff --git a/PMQ43/series.jsonl b/PMQ43/series.jsonl
index 05da915784f00ff236626212ef4360249a531db7..d5fcafadc54918f63553ec17a3b5264cb16f6f02 100644
--- a/PMQ43/series.jsonl
+++ b/PMQ43/series.jsonl
@@ -1,6 +1,6 @@
-{"code":"PMQ43C01.1","dimensions":{"C02472V02994":"1","STATISTIC":"PMQ43C01"},"observations":[["PERIOD","VALUE"],["2020Q3",67.0],["2021Q3",72.0],["2022Q3",77.0],["2023Q3",76.0]]}
-{"code":"PMQ43C01.2","dimensions":{"C02472V02994":"2","STATISTIC":"PMQ43C01"},"observations":[["PERIOD","VALUE"],["2020Q3",58.0],["2021Q3",63.0],["2022Q3",60.0],["2023Q3",61.0]]}
-{"code":"PMQ43C02.1","dimensions":{"C02472V02994":"1","STATISTIC":"PMQ43C02"},"observations":[["PERIOD","VALUE"],["2020Q3",32.0],["2021Q3",27.0],["2022Q3",22.0],["2023Q3",21.0]]}
-{"code":"PMQ43C02.2","dimensions":{"C02472V02994":"2","STATISTIC":"PMQ43C02"},"observations":[["PERIOD","VALUE"],["2020Q3",36.0],["2021Q3",28.0],["2022Q3",31.0],["2023Q3",31.0]]}
-{"code":"PMQ43C03.1","dimensions":{"C02472V02994":"1","STATISTIC":"PMQ43C03"},"observations":[["PERIOD","VALUE"],["2020Q3",1.0],["2021Q3",1.0],["2022Q3",1.0],["2023Q3",3.0]]}
-{"code":"PMQ43C03.2","dimensions":{"C02472V02994":"2","STATISTIC":"PMQ43C03"},"observations":[["PERIOD","VALUE"],["2020Q3",6.0],["2021Q3",10.0],["2022Q3",9.0],["2023Q3",7.0]]}
+{"code":"PMQ43C01.1","dimensions":{"C02472V02994":"1","STATISTIC":"PMQ43C01"},"observations":[["PERIOD","VALUE"],["2020Q3",67.0],["2021Q3",72.0],["2022Q3",77.0],["2023Q3",76.0],["2024Q3",80.0]]}
+{"code":"PMQ43C01.2","dimensions":{"C02472V02994":"2","STATISTIC":"PMQ43C01"},"observations":[["PERIOD","VALUE"],["2020Q3",58.0],["2021Q3",63.0],["2022Q3",60.0],["2023Q3",61.0],["2024Q3",66.0]]}
+{"code":"PMQ43C02.1","dimensions":{"C02472V02994":"1","STATISTIC":"PMQ43C02"},"observations":[["PERIOD","VALUE"],["2020Q3",32.0],["2021Q3",27.0],["2022Q3",22.0],["2023Q3",21.0],["2024Q3",18.0]]}
+{"code":"PMQ43C02.2","dimensions":{"C02472V02994":"2","STATISTIC":"PMQ43C02"},"observations":[["PERIOD","VALUE"],["2020Q3",36.0],["2021Q3",28.0],["2022Q3",31.0],["2023Q3",31.0],["2024Q3",28.0]]}
+{"code":"PMQ43C03.1","dimensions":{"C02472V02994":"1","STATISTIC":"PMQ43C03"},"observations":[["PERIOD","VALUE"],["2020Q3",1.0],["2021Q3",1.0],["2022Q3",1.0],["2023Q3",3.0],["2024Q3",2.0]]}
+{"code":"PMQ43C03.2","dimensions":{"C02472V02994":"2","STATISTIC":"PMQ43C03"},"observations":[["PERIOD","VALUE"],["2020Q3",6.0],["2021Q3",10.0],["2022Q3",9.0],["2023Q3",7.0],["2024Q3",6.0]]}
diff --git a/PMQ44/dataset.json b/PMQ44/dataset.json
index 0dfb7b0c4d5e72fab039d7650d41aea72beee5a3..b37afb359bb4c006d60b0d05feaa0771226b7f07 100644
--- a/PMQ44/dataset.json
+++ b/PMQ44/dataset.json
@@ -84,9 +84,9 @@
   },
   "name": "Persons in employment aged 20 to 69 years with personal pension coverage",
   "notes": [
-    "Please note data may not add to 100% due to rounding issues. <br />The compositional effect on survey results due to changes in employment in certain sectors as a result of the COVID-19 pandemic is detailed in the Background Notes. <br />.. Sample occurrence too small for estimation.",
+    "Refer to Background Notes for the definition of the ILO Labour Force classification of persons in employment.<br /><br />Please note data may not add to 100% due to rounding issues.<br /><br />.. Sample occurrence too small for estimation.<br /><br />The compositional effect on survey results due to changes in employment in certain sectors as a result of the COVID-19 pandemic is detailed in the Background Notes.",
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/housingandhouseholds/pensioncoverage/\">statistical release page </a>on our website."
   ],
   "source_href": "https://data.cso.ie/table/PMQ44",
-  "updated_at": "2024-02-26T11:00:00Z"
+  "updated_at": "2024-12-19T11:00:00Z"
 }
\ No newline at end of file
diff --git a/PMQ44/series.jsonl b/PMQ44/series.jsonl
index 8a35824715f0d84518c16a48ebe9f6d156d087ee..cbb93087025cf6383621e09c59125e773d4651e1 100644
--- a/PMQ44/series.jsonl
+++ b/PMQ44/series.jsonl
@@ -1,42 +1,42 @@
-{"code":"PMQ44C01.A","dimensions":{"C02601V03156":"A","STATISTIC":"PMQ44C01"},"observations":[["PERIOD","VALUE"],["2020Q3",72.2],["2021Q3",75.2],["2022Q3",87.0],["2023Q3",85.0]]}
-{"code":"PMQ44C01.F","dimensions":{"C02601V03156":"F","STATISTIC":"PMQ44C01"},"observations":[["PERIOD","VALUE"],["2020Q3",59.7],["2021Q3",76.5],["2022Q3",79.0],["2023Q3",70.0]]}
-{"code":"PMQ44C01.G","dimensions":{"C02601V03156":"G","STATISTIC":"PMQ44C01"},"observations":[["PERIOD","VALUE"],["2020Q3",75.3],["2021Q3",78.2],["2022Q3",80.0],["2023Q3",79.0]]}
-{"code":"PMQ44C01.H","dimensions":{"C02601V03156":"H","STATISTIC":"PMQ44C01"},"observations":[["PERIOD","VALUE"],["2020Q3",60.9],["2021Q3",57.3],["2022Q3","NA"],["2023Q3",57.0]]}
-{"code":"PMQ44C01.I","dimensions":{"C02601V03156":"I","STATISTIC":"PMQ44C01"},"observations":[["PERIOD","VALUE"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"]]}
-{"code":"PMQ44C01.J","dimensions":{"C02601V03156":"J","STATISTIC":"PMQ44C01"},"observations":[["PERIOD","VALUE"],["2020Q3",56.8],["2021Q3",62.5],["2022Q3",74.0],["2023Q3",81.0]]}
-{"code":"PMQ44C01.M","dimensions":{"C02601V03156":"M","STATISTIC":"PMQ44C01"},"observations":[["PERIOD","VALUE"],["2020Q3",69.9],["2021Q3",70.8],["2022Q3",75.0],["2023Q3",69.0]]}
-{"code":"PMQ44C01.N","dimensions":{"C02601V03156":"N","STATISTIC":"PMQ44C01"},"observations":[["PERIOD","VALUE"],["2020Q3",72.1],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"]]}
-{"code":"PMQ44C01.O","dimensions":{"C02601V03156":"O","STATISTIC":"PMQ44C01"},"observations":[["PERIOD","VALUE"],["2020Q3",72.2],["2021Q3",71.3],["2022Q3",64.0],["2023Q3",74.0]]}
-{"code":"PMQ44C01.P","dimensions":{"C02601V03156":"P","STATISTIC":"PMQ44C01"},"observations":[["PERIOD","VALUE"],["2020Q3",64.0],["2021Q3",73.2],["2022Q3",71.0],["2023Q3",80.0]]}
-{"code":"PMQ44C01.Q","dimensions":{"C02601V03156":"Q","STATISTIC":"PMQ44C01"},"observations":[["PERIOD","VALUE"],["2020Q3",69.2],["2021Q3",73.5],["2022Q3",76.0],["2023Q3",75.0]]}
-{"code":"PMQ44C01.Y0900","dimensions":{"C02601V03156":"Y0900","STATISTIC":"PMQ44C01"},"observations":[["PERIOD","VALUE"],["2020Q3",52.8],["2021Q3",68.2],["2022Q3",72.0],["2023Q3",74.0]]}
-{"code":"PMQ44C01.Y3500","dimensions":{"C02601V03156":"Y3500","STATISTIC":"PMQ44C01"},"observations":[["PERIOD","VALUE"],["2020Q3",65.1],["2021Q3",71.0],["2022Q3",82.0],["2023Q3",72.0]]}
-{"code":"PMQ44C01.Y7500","dimensions":{"C02601V03156":"Y7500","STATISTIC":"PMQ44C01"},"observations":[["PERIOD","VALUE"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"]]}
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+{"code":"PMQ44C03.Y3500","dimensions":{"C02601V03156":"Y3500","STATISTIC":"PMQ44C03"},"observations":[["PERIOD","VALUE"],["2020Q3",1.3],["2021Q3",1.1],["2022Q3",0.0],["2023Q3",2.0],["2024Q3",4.0]]}
+{"code":"PMQ44C03.Y7500","dimensions":{"C02601V03156":"Y7500","STATISTIC":"PMQ44C03"},"observations":[["PERIOD","VALUE"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3",4.0]]}
diff --git a/PMQ45/dataset.json b/PMQ45/dataset.json
index ff030b273476808e8dc6c116e11ca439ed91fe2d..d5268140a23ed51a95fb5f3adc23852ef12b3252 100644
--- a/PMQ45/dataset.json
+++ b/PMQ45/dataset.json
@@ -68,9 +68,9 @@
   },
   "name": "Persons in employment aged 20 to 69 years with personal pension coverage",
   "notes": [
-    "Please note data may not add to 100% due to rounding issues.<br />The compositional effect on survey results due to changes in employment in certain sectors as a result of the COVID-19 pandemic is detailed in the Background Notes.<br />Elementary occupations involve the performance of simple and routine tasks which may require the use of hand-held tools and considerable physical effort. Examples include cleaning, restocking supplies and performing basic maintenance tasks, helping in kitchens and performing simple tasks in food preparation, delivering messages or goods, etc.<br />..Sample occurrence too small for estimation.",
+    "Refer to Background Notes for the definition of the ILO Labour Force classification of persons in employment.<br /><br />Please note data may not add to 100% due to rounding issues.<br /><br />Elementary occupations involve the performance of simple and routine tasks which may require the use of hand-held tools and considerable physical effort. Examples include cleaning, restocking supplies and performing basic maintenance tasks, helping in kitchens and performing simple tasks in food preparation, delivering messages or goods, etc.<br /><br />..Sample occurrence too small for estimation.<br /><br />The compositional effect on survey results due to changes in employment in certain sectors as a result of the COVID-19 pandemic is detailed in the Background Notes.<br /><br />Elementary occupations involve the performance of simple and routine tasks which may require the use of hand-held tools and considerable physical effort. Examples include cleaning, restocking supplies and performing basic maintenance tasks, helping in kitchens and performing simple tasks in food preparation, delivering messages or goods, etc.<br />..Sample occurrence too small for estimation.",
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/housingandhouseholds/pensioncoverage/\">statistical release page</a> on our website."
   ],
   "source_href": "https://data.cso.ie/table/PMQ45",
-  "updated_at": "2024-02-26T11:00:00Z"
+  "updated_at": "2024-12-19T11:00:00Z"
 }
\ No newline at end of file
diff --git a/PMQ45/series.jsonl b/PMQ45/series.jsonl
index 43fada172a94217ff8f3ca439db691dbc6e4e190..f0f8662576e089a2eca80c89337de5fb2c1db954 100644
--- a/PMQ45/series.jsonl
+++ b/PMQ45/series.jsonl
@@ -1,30 +1,30 @@
-{"code":"PMQ45C01.1","dimensions":{"C03288V03961":"1","STATISTIC":"PMQ45C01"},"observations":[["PERIOD","VALUE"],["2020Q3",71.2],["2021Q3",78.8],["2022Q3",82.0],["2023Q3",79.0]]}
-{"code":"PMQ45C01.2","dimensions":{"C03288V03961":"2","STATISTIC":"PMQ45C01"},"observations":[["PERIOD","VALUE"],["2020Q3",65.4],["2021Q3",70.2],["2022Q3",77.0],["2023Q3",76.0]]}
-{"code":"PMQ45C01.3","dimensions":{"C03288V03961":"3","STATISTIC":"PMQ45C01"},"observations":[["PERIOD","VALUE"],["2020Q3",74.0],["2021Q3",75.1],["2022Q3",70.0],["2023Q3",75.0]]}
-{"code":"PMQ45C01.4","dimensions":{"C03288V03961":"4","STATISTIC":"PMQ45C01"},"observations":[["PERIOD","VALUE"],["2020Q3",60.3],["2021Q3",74.3],["2022Q3",66.0],["2023Q3",68.0]]}
-{"code":"PMQ45C01.5","dimensions":{"C03288V03961":"5","STATISTIC":"PMQ45C01"},"observations":[["PERIOD","VALUE"],["2020Q3",66.0],["2021Q3",74.6],["2022Q3",70.0],["2023Q3",69.0]]}
-{"code":"PMQ45C01.6","dimensions":{"C03288V03961":"6","STATISTIC":"PMQ45C01"},"observations":[["PERIOD","VALUE"],["2020Q3",52.4],["2021Q3",72.6],["2022Q3",87.0],["2023Q3",84.0]]}
-{"code":"PMQ45C01.7","dimensions":{"C03288V03961":"7","STATISTIC":"PMQ45C01"},"observations":[["PERIOD","VALUE"],["2020Q3","NA"],["2021Q3",71.7],["2022Q3",77.0],["2023Q3",66.0]]}
-{"code":"PMQ45C01.8","dimensions":{"C03288V03961":"8","STATISTIC":"PMQ45C01"},"observations":[["PERIOD","VALUE"],["2020Q3",46.6],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"]]}
-{"code":"PMQ45C01.9","dimensions":{"C03288V03961":"9","STATISTIC":"PMQ45C01"},"observations":[["PERIOD","VALUE"],["2020Q3","NA"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"]]}
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diff --git a/PMQ56/dataset.json b/PMQ56/dataset.json
index f21d477f8f226de5de120b06221083dae6d082a3..88c712d4ff4ebeaf86895691cd025b06a9a6d5d8 100644
--- a/PMQ56/dataset.json
+++ b/PMQ56/dataset.json
@@ -72,5 +72,5 @@
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/housingandhouseholds/pensioncoverage/\">statistical release page</a> on our website."
   ],
   "source_href": "https://data.cso.ie/table/PMQ56",
-  "updated_at": "2024-02-26T11:00:00Z"
+  "updated_at": "2024-12-19T11:00:00Z"
 }
\ No newline at end of file
diff --git a/PMQ56/series.jsonl b/PMQ56/series.jsonl
index 51ae6be4737367408f8680e63c40ddd289527762..38d1a73b8fee5fe51a89333d21fe131e40bf2172 100644
--- a/PMQ56/series.jsonl
+++ b/PMQ56/series.jsonl
@@ -1,48 +1,48 @@
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-{"code":"PMQ56C02.04.-","dimensions":{"C03326V04013":"04","C03714V04461":"-","STATISTIC":"PMQ56C02"},"observations":[["PERIOD","VALUE"],["2021Q3",11.4],["2022Q3",9.0],["2023Q3",10.0]]}
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-{"code":"PMQ56C02.05.120","dimensions":{"C03326V04013":"05","C03714V04461":"120","STATISTIC":"PMQ56C02"},"observations":[["PERIOD","VALUE"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"]]}
-{"code":"PMQ56C02.06.-","dimensions":{"C03326V04013":"06","C03714V04461":"-","STATISTIC":"PMQ56C02"},"observations":[["PERIOD","VALUE"],["2021Q3",14.5],["2022Q3",21.0],["2023Q3",2.0]]}
-{"code":"PMQ56C02.06.100","dimensions":{"C03326V04013":"06","C03714V04461":"100","STATISTIC":"PMQ56C02"},"observations":[["PERIOD","VALUE"],["2021Q3",0.8],["2022Q3",5.0],["2023Q3",1.0]]}
-{"code":"PMQ56C02.06.110","dimensions":{"C03326V04013":"06","C03714V04461":"110","STATISTIC":"PMQ56C02"},"observations":[["PERIOD","VALUE"],["2021Q3",18.4],["2022Q3",25.0],["2023Q3",1.0]]}
-{"code":"PMQ56C02.06.120","dimensions":{"C03326V04013":"06","C03714V04461":"120","STATISTIC":"PMQ56C02"},"observations":[["PERIOD","VALUE"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"]]}
+{"code":"PMQ56C01.01.-","dimensions":{"C03326V04013":"01","C03714V04461":"-","STATISTIC":"PMQ56C01"},"observations":[["PERIOD","VALUE"],["2021Q3",34.6],["2022Q3",38.0],["2023Q3",39.0],["2024Q3",41.0]]}
+{"code":"PMQ56C01.01.100","dimensions":{"C03326V04013":"01","C03714V04461":"100","STATISTIC":"PMQ56C01"},"observations":[["PERIOD","VALUE"],["2021Q3",23.0],["2022Q3",23.0],["2023Q3",24.0],["2024Q3",21.0]]}
+{"code":"PMQ56C01.01.110","dimensions":{"C03326V04013":"01","C03714V04461":"110","STATISTIC":"PMQ56C01"},"observations":[["PERIOD","VALUE"],["2021Q3",39.5],["2022Q3",47.0],["2023Q3",45.0],["2024Q3",48.0]]}
+{"code":"PMQ56C01.01.120","dimensions":{"C03326V04013":"01","C03714V04461":"120","STATISTIC":"PMQ56C01"},"observations":[["PERIOD","VALUE"],["2021Q3",30.3],["2022Q3",25.0],["2023Q3",33.0],["2024Q3",44.0]]}
+{"code":"PMQ56C01.02.-","dimensions":{"C03326V04013":"02","C03714V04461":"-","STATISTIC":"PMQ56C01"},"observations":[["PERIOD","VALUE"],["2021Q3",12.0],["2022Q3",17.0],["2023Q3",19.0],["2024Q3",19.0]]}
+{"code":"PMQ56C01.02.100","dimensions":{"C03326V04013":"02","C03714V04461":"100","STATISTIC":"PMQ56C01"},"observations":[["PERIOD","VALUE"],["2021Q3",11.1],["2022Q3",14.0],["2023Q3",16.0],["2024Q3",15.0]]}
+{"code":"PMQ56C01.02.110","dimensions":{"C03326V04013":"02","C03714V04461":"110","STATISTIC":"PMQ56C01"},"observations":[["PERIOD","VALUE"],["2021Q3",12.4],["2022Q3",18.0],["2023Q3",22.0],["2024Q3",21.0]]}
+{"code":"PMQ56C01.02.120","dimensions":{"C03326V04013":"02","C03714V04461":"120","STATISTIC":"PMQ56C01"},"observations":[["PERIOD","VALUE"],["2021Q3",9.5],["2022Q3",18.0],["2023Q3",16.0],["2024Q3",20.0]]}
+{"code":"PMQ56C01.03.-","dimensions":{"C03326V04013":"03","C03714V04461":"-","STATISTIC":"PMQ56C01"},"observations":[["PERIOD","VALUE"],["2021Q3",11.9],["2022Q3",12.0],["2023Q3",10.0],["2024Q3",11.0]]}
+{"code":"PMQ56C01.03.100","dimensions":{"C03326V04013":"03","C03714V04461":"100","STATISTIC":"PMQ56C01"},"observations":[["PERIOD","VALUE"],["2021Q3",13.4],["2022Q3",12.0],["2023Q3",10.0],["2024Q3",11.0]]}
+{"code":"PMQ56C01.03.110","dimensions":{"C03326V04013":"03","C03714V04461":"110","STATISTIC":"PMQ56C01"},"observations":[["PERIOD","VALUE"],["2021Q3",11.1],["2022Q3",11.0],["2023Q3",10.0],["2024Q3",11.0]]}
+{"code":"PMQ56C01.03.120","dimensions":{"C03326V04013":"03","C03714V04461":"120","STATISTIC":"PMQ56C01"},"observations":[["PERIOD","VALUE"],["2021Q3",13.9],["2022Q3",13.0],["2023Q3",9.0],["2024Q3",8.0]]}
+{"code":"PMQ56C01.04.-","dimensions":{"C03326V04013":"04","C03714V04461":"-","STATISTIC":"PMQ56C01"},"observations":[["PERIOD","VALUE"],["2021Q3",12.1],["2022Q3",13.0],["2023Q3",11.0],["2024Q3",10.0]]}
+{"code":"PMQ56C01.04.100","dimensions":{"C03326V04013":"04","C03714V04461":"100","STATISTIC":"PMQ56C01"},"observations":[["PERIOD","VALUE"],["2021Q3",17.8],["2022Q3",16.0],["2023Q3",16.0],["2024Q3",16.0]]}
+{"code":"PMQ56C01.04.110","dimensions":{"C03326V04013":"04","C03714V04461":"110","STATISTIC":"PMQ56C01"},"observations":[["PERIOD","VALUE"],["2021Q3",9.6],["2022Q3",11.0],["2023Q3",9.0],["2024Q3",8.0]]}
+{"code":"PMQ56C01.04.120","dimensions":{"C03326V04013":"04","C03714V04461":"120","STATISTIC":"PMQ56C01"},"observations":[["PERIOD","VALUE"],["2021Q3",15.2],["2022Q3",19.0],["2023Q3",13.0],["2024Q3",5.0]]}
+{"code":"PMQ56C01.05.-","dimensions":{"C03326V04013":"05","C03714V04461":"-","STATISTIC":"PMQ56C01"},"observations":[["PERIOD","VALUE"],["2021Q3",19.0],["2022Q3",20.0],["2023Q3",19.0],["2024Q3",19.0]]}
+{"code":"PMQ56C01.05.100","dimensions":{"C03326V04013":"05","C03714V04461":"100","STATISTIC":"PMQ56C01"},"observations":[["PERIOD","VALUE"],["2021Q3",34.4],["2022Q3",33.0],["2023Q3",32.0],["2024Q3",36.0]]}
+{"code":"PMQ56C01.05.110","dimensions":{"C03326V04013":"05","C03714V04461":"110","STATISTIC":"PMQ56C01"},"observations":[["PERIOD","VALUE"],["2021Q3",12.1],["2022Q3",12.0],["2023Q3",13.0],["2024Q3",12.0]]}
+{"code":"PMQ56C01.05.120","dimensions":{"C03326V04013":"05","C03714V04461":"120","STATISTIC":"PMQ56C01"},"observations":[["PERIOD","VALUE"],["2021Q3",29.4],["2022Q3",24.0],["2023Q3",28.0],["2024Q3",23.0]]}
+{"code":"PMQ56C01.06.-","dimensions":{"C03326V04013":"06","C03714V04461":"-","STATISTIC":"PMQ56C01"},"observations":[["PERIOD","VALUE"],["2021Q3",10.5],["2022Q3",1.0],["2023Q3",2.0],["2024Q3",0.0]]}
+{"code":"PMQ56C01.06.100","dimensions":{"C03326V04013":"06","C03714V04461":"100","STATISTIC":"PMQ56C01"},"observations":[["PERIOD","VALUE"],["2021Q3",0.2],["2022Q3",2.0],["2023Q3",3.0],["2024Q3",0.0]]}
+{"code":"PMQ56C01.06.110","dimensions":{"C03326V04013":"06","C03714V04461":"110","STATISTIC":"PMQ56C01"},"observations":[["PERIOD","VALUE"],["2021Q3",15.2],["2022Q3",1.0],["2023Q3",1.0],["2024Q3",0.0]]}
+{"code":"PMQ56C01.06.120","dimensions":{"C03326V04013":"06","C03714V04461":"120","STATISTIC":"PMQ56C01"},"observations":[["PERIOD","VALUE"],["2021Q3",1.7],["2022Q3",1.0],["2023Q3",0.0],["2024Q3",0.0]]}
+{"code":"PMQ56C02.01.-","dimensions":{"C03326V04013":"01","C03714V04461":"-","STATISTIC":"PMQ56C02"},"observations":[["PERIOD","VALUE"],["2021Q3",25.5],["2022Q3",21.0],["2023Q3",24.0],["2024Q3",32.0]]}
+{"code":"PMQ56C02.01.100","dimensions":{"C03326V04013":"01","C03714V04461":"100","STATISTIC":"PMQ56C02"},"observations":[["PERIOD","VALUE"],["2021Q3",2.8],["2022Q3",11.0],["2023Q3",13.0],["2024Q3",19.0]]}
+{"code":"PMQ56C02.01.110","dimensions":{"C03326V04013":"01","C03714V04461":"110","STATISTIC":"PMQ56C02"},"observations":[["PERIOD","VALUE"],["2021Q3",31.4],["2022Q3",24.0],["2023Q3",26.0],["2024Q3",34.0]]}
+{"code":"PMQ56C02.01.120","dimensions":{"C03326V04013":"01","C03714V04461":"120","STATISTIC":"PMQ56C02"},"observations":[["PERIOD","VALUE"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ56C02.02.-","dimensions":{"C03326V04013":"02","C03714V04461":"-","STATISTIC":"PMQ56C02"},"observations":[["PERIOD","VALUE"],["2021Q3",20.7],["2022Q3",18.0],["2023Q3",22.0],["2024Q3",20.0]]}
+{"code":"PMQ56C02.02.100","dimensions":{"C03326V04013":"02","C03714V04461":"100","STATISTIC":"PMQ56C02"},"observations":[["PERIOD","VALUE"],["2021Q3",23.8],["2022Q3",12.0],["2023Q3",19.0],["2024Q3",21.0]]}
+{"code":"PMQ56C02.02.110","dimensions":{"C03326V04013":"02","C03714V04461":"110","STATISTIC":"PMQ56C02"},"observations":[["PERIOD","VALUE"],["2021Q3",21.0],["2022Q3",19.0],["2023Q3",22.0],["2024Q3",21.0]]}
+{"code":"PMQ56C02.02.120","dimensions":{"C03326V04013":"02","C03714V04461":"120","STATISTIC":"PMQ56C02"},"observations":[["PERIOD","VALUE"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ56C02.03.-","dimensions":{"C03326V04013":"03","C03714V04461":"-","STATISTIC":"PMQ56C02"},"observations":[["PERIOD","VALUE"],["2021Q3",11.5],["2022Q3",15.0],["2023Q3",19.0],["2024Q3",16.0]]}
+{"code":"PMQ56C02.03.100","dimensions":{"C03326V04013":"03","C03714V04461":"100","STATISTIC":"PMQ56C02"},"observations":[["PERIOD","VALUE"],["2021Q3",13.2],["2022Q3",21.0],["2023Q3",18.0],["2024Q3",15.0]]}
+{"code":"PMQ56C02.03.110","dimensions":{"C03326V04013":"03","C03714V04461":"110","STATISTIC":"PMQ56C02"},"observations":[["PERIOD","VALUE"],["2021Q3",9.7],["2022Q3",14.0],["2023Q3",19.0],["2024Q3",17.0]]}
+{"code":"PMQ56C02.03.120","dimensions":{"C03326V04013":"03","C03714V04461":"120","STATISTIC":"PMQ56C02"},"observations":[["PERIOD","VALUE"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ56C02.04.-","dimensions":{"C03326V04013":"04","C03714V04461":"-","STATISTIC":"PMQ56C02"},"observations":[["PERIOD","VALUE"],["2021Q3",11.4],["2022Q3",9.0],["2023Q3",10.0],["2024Q3",12.0]]}
+{"code":"PMQ56C02.04.100","dimensions":{"C03326V04013":"04","C03714V04461":"100","STATISTIC":"PMQ56C02"},"observations":[["PERIOD","VALUE"],["2021Q3",18.8],["2022Q3",15.0],["2023Q3",9.0],["2024Q3",14.0]]}
+{"code":"PMQ56C02.04.110","dimensions":{"C03326V04013":"04","C03714V04461":"110","STATISTIC":"PMQ56C02"},"observations":[["PERIOD","VALUE"],["2021Q3",9.7],["2022Q3",7.0],["2023Q3",10.0],["2024Q3",12.0]]}
+{"code":"PMQ56C02.04.120","dimensions":{"C03326V04013":"04","C03714V04461":"120","STATISTIC":"PMQ56C02"},"observations":[["PERIOD","VALUE"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ56C02.05.-","dimensions":{"C03326V04013":"05","C03714V04461":"-","STATISTIC":"PMQ56C02"},"observations":[["PERIOD","VALUE"],["2021Q3",16.3],["2022Q3",17.0],["2023Q3",24.0],["2024Q3",19.0]]}
+{"code":"PMQ56C02.05.100","dimensions":{"C03326V04013":"05","C03714V04461":"100","STATISTIC":"PMQ56C02"},"observations":[["PERIOD","VALUE"],["2021Q3",40.7],["2022Q3",37.0],["2023Q3",39.0],["2024Q3",31.0]]}
+{"code":"PMQ56C02.05.110","dimensions":{"C03326V04013":"05","C03714V04461":"110","STATISTIC":"PMQ56C02"},"observations":[["PERIOD","VALUE"],["2021Q3",9.7],["2022Q3",12.0],["2023Q3",21.0],["2024Q3",15.0]]}
+{"code":"PMQ56C02.05.120","dimensions":{"C03326V04013":"05","C03714V04461":"120","STATISTIC":"PMQ56C02"},"observations":[["PERIOD","VALUE"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ56C02.06.-","dimensions":{"C03326V04013":"06","C03714V04461":"-","STATISTIC":"PMQ56C02"},"observations":[["PERIOD","VALUE"],["2021Q3",14.5],["2022Q3",21.0],["2023Q3",2.0],["2024Q3",2.0]]}
+{"code":"PMQ56C02.06.100","dimensions":{"C03326V04013":"06","C03714V04461":"100","STATISTIC":"PMQ56C02"},"observations":[["PERIOD","VALUE"],["2021Q3",0.8],["2022Q3",5.0],["2023Q3",1.0],["2024Q3",1.0]]}
+{"code":"PMQ56C02.06.110","dimensions":{"C03326V04013":"06","C03714V04461":"110","STATISTIC":"PMQ56C02"},"observations":[["PERIOD","VALUE"],["2021Q3",18.4],["2022Q3",25.0],["2023Q3",1.0],["2024Q3",2.0]]}
+{"code":"PMQ56C02.06.120","dimensions":{"C03326V04013":"06","C03714V04461":"120","STATISTIC":"PMQ56C02"},"observations":[["PERIOD","VALUE"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
diff --git a/PMQ57/dataset.json b/PMQ57/dataset.json
index f8b7338d76103fb777ff351805961cd6ca840af5..bb03758a6dfab562a4b29b10626f267b35859c29 100644
--- a/PMQ57/dataset.json
+++ b/PMQ57/dataset.json
@@ -36,9 +36,9 @@
   },
   "name": "Persons not in current employment (ILO) who have personal pension cover",
   "notes": [
-    "Not in current employment but were in previous employment.<br />Please note data may not add to 100% due to rounding issues. <br />.. Sample occurrence too small for estimation.",
+    "Not in current employment but were in previous employment. Refer to Background Notes for the definition of the ILO Labour Force classification of persons in employment.<br />Please note data may not add to 100% due to rounding issues. <br />.. Sample occurrence too small for estimation.",
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/housingandhouseholds/pensioncoverage/\">statistical release page</a> on our website"
   ],
   "source_href": "https://data.cso.ie/table/PMQ57",
-  "updated_at": "2024-02-26T11:00:00Z"
+  "updated_at": "2024-12-19T11:00:00Z"
 }
\ No newline at end of file
diff --git a/PMQ57/series.jsonl b/PMQ57/series.jsonl
index 1f43a5bc50dd6dcac84507a1fccbb82cedbd8f16..1f374d2d39eec1705b536ace21f3b2eb8b5bea47 100644
--- a/PMQ57/series.jsonl
+++ b/PMQ57/series.jsonl
@@ -1,6 +1,6 @@
-{"code":"PMQ57C01.1","dimensions":{"C02199V02655":"1","STATISTIC":"PMQ57C01"},"observations":[["PERIOD","VALUE"],["2021Q3",26.1],["2022Q3",27.0],["2023Q3",29.0]]}
-{"code":"PMQ57C01.2","dimensions":{"C02199V02655":"2","STATISTIC":"PMQ57C01"},"observations":[["PERIOD","VALUE"],["2021Q3",35.9],["2022Q3",26.0],["2023Q3",32.0]]}
-{"code":"PMQ57C02.1","dimensions":{"C02199V02655":"1","STATISTIC":"PMQ57C02"},"observations":[["PERIOD","VALUE"],["2021Q3",36.7],["2022Q3",26.0],["2023Q3",34.0]]}
-{"code":"PMQ57C02.2","dimensions":{"C02199V02655":"2","STATISTIC":"PMQ57C02"},"observations":[["PERIOD","VALUE"],["2021Q3",26.3],["2022Q3",31.0],["2023Q3",39.0]]}
-{"code":"PMQ57C03.1","dimensions":{"C02199V02655":"1","STATISTIC":"PMQ57C03"},"observations":[["PERIOD","VALUE"],["2021Q3",37.2],["2022Q3",47.0],["2023Q3",37.0]]}
-{"code":"PMQ57C03.2","dimensions":{"C02199V02655":"2","STATISTIC":"PMQ57C03"},"observations":[["PERIOD","VALUE"],["2021Q3",37.8],["2022Q3",43.0],["2023Q3",29.0]]}
+{"code":"PMQ57C01.1","dimensions":{"C02199V02655":"1","STATISTIC":"PMQ57C01"},"observations":[["PERIOD","VALUE"],["2021Q3",26.1],["2022Q3",27.0],["2023Q3",29.0],["2024Q3",22.0]]}
+{"code":"PMQ57C01.2","dimensions":{"C02199V02655":"2","STATISTIC":"PMQ57C01"},"observations":[["PERIOD","VALUE"],["2021Q3",35.9],["2022Q3",26.0],["2023Q3",32.0],["2024Q3",31.0]]}
+{"code":"PMQ57C02.1","dimensions":{"C02199V02655":"1","STATISTIC":"PMQ57C02"},"observations":[["PERIOD","VALUE"],["2021Q3",36.7],["2022Q3",26.0],["2023Q3",34.0],["2024Q3",34.0]]}
+{"code":"PMQ57C02.2","dimensions":{"C02199V02655":"2","STATISTIC":"PMQ57C02"},"observations":[["PERIOD","VALUE"],["2021Q3",26.3],["2022Q3",31.0],["2023Q3",39.0],["2024Q3",37.0]]}
+{"code":"PMQ57C03.1","dimensions":{"C02199V02655":"1","STATISTIC":"PMQ57C03"},"observations":[["PERIOD","VALUE"],["2021Q3",37.2],["2022Q3",47.0],["2023Q3",37.0],["2024Q3",44.0]]}
+{"code":"PMQ57C03.2","dimensions":{"C02199V02655":"2","STATISTIC":"PMQ57C03"},"observations":[["PERIOD","VALUE"],["2021Q3",37.8],["2022Q3",43.0],["2023Q3",29.0],["2024Q3",32.0]]}
diff --git a/PMQ58/dataset.json b/PMQ58/dataset.json
index 11406fb86eef0f869c1412202e3ef3e13448d060..f5e4fe9ad005096ee83b9b09ece1c780abc62fc6 100644
--- a/PMQ58/dataset.json
+++ b/PMQ58/dataset.json
@@ -44,9 +44,9 @@
   },
   "name": "Persons not in current employment (ILO) who have personal pension cover",
   "notes": [
-    "Not in current employment but were in previous employment. <br />Please note data may not add to 100% due to rounding issues. <br />.. Sample occurrence too small for estimation.",
+    "Not in current employment but were in previous employment. Refer to Background Notes for the definition of the ILO Labour Force classification of persons in employment.<br />Please note data may not add to 100% due to rounding issues. <br />.. Sample occurrence too small for estimation.",
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/housingandhouseholds/pensioncoverage/\">statistical release page </a>on our website"
   ],
   "source_href": "https://data.cso.ie/table/PMQ58",
-  "updated_at": "2024-02-26T11:00:00Z"
+  "updated_at": "2024-12-19T11:00:00Z"
 }
\ No newline at end of file
diff --git a/PMQ58/series.jsonl b/PMQ58/series.jsonl
index 7bf0f2244b9f479636c66430963b60aca48e1428..889af424739767fca437675f264f7b395dcbc083 100644
--- a/PMQ58/series.jsonl
+++ b/PMQ58/series.jsonl
@@ -1,12 +1,12 @@
-{"code":"PMQ58C01.-","dimensions":{"C02076V02508":"-","STATISTIC":"PMQ58C01"},"observations":[["PERIOD","VALUE"],["2021Q3",31.4],["2022Q3",27.0],["2023Q3",31.0]]}
-{"code":"PMQ58C01.3721","dimensions":{"C02076V02508":"3721","STATISTIC":"PMQ58C01"},"observations":[["PERIOD","VALUE"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"]]}
-{"code":"PMQ58C01.500","dimensions":{"C02076V02508":"500","STATISTIC":"PMQ58C01"},"observations":[["PERIOD","VALUE"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"]]}
-{"code":"PMQ58C01.540","dimensions":{"C02076V02508":"540","STATISTIC":"PMQ58C01"},"observations":[["PERIOD","VALUE"],["2021Q3",27.5],["2022Q3",20.0],["2023Q3",24.0]]}
-{"code":"PMQ58C02.-","dimensions":{"C02076V02508":"-","STATISTIC":"PMQ58C02"},"observations":[["PERIOD","VALUE"],["2021Q3",31.1],["2022Q3",28.0],["2023Q3",36.0]]}
-{"code":"PMQ58C02.3721","dimensions":{"C02076V02508":"3721","STATISTIC":"PMQ58C02"},"observations":[["PERIOD","VALUE"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"]]}
-{"code":"PMQ58C02.500","dimensions":{"C02076V02508":"500","STATISTIC":"PMQ58C02"},"observations":[["PERIOD","VALUE"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"]]}
-{"code":"PMQ58C02.540","dimensions":{"C02076V02508":"540","STATISTIC":"PMQ58C02"},"observations":[["PERIOD","VALUE"],["2021Q3",22.7],["2022Q3",21.0],["2023Q3",29.0]]}
-{"code":"PMQ58C03.-","dimensions":{"C02076V02508":"-","STATISTIC":"PMQ58C03"},"observations":[["PERIOD","VALUE"],["2021Q3",37.5],["2022Q3",45.0],["2023Q3",33.0]]}
-{"code":"PMQ58C03.3721","dimensions":{"C02076V02508":"3721","STATISTIC":"PMQ58C03"},"observations":[["PERIOD","VALUE"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"]]}
-{"code":"PMQ58C03.500","dimensions":{"C02076V02508":"500","STATISTIC":"PMQ58C03"},"observations":[["PERIOD","VALUE"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"]]}
-{"code":"PMQ58C03.540","dimensions":{"C02076V02508":"540","STATISTIC":"PMQ58C03"},"observations":[["PERIOD","VALUE"],["2021Q3",49.8],["2022Q3",59.0],["2023Q3",47.0]]}
+{"code":"PMQ58C01.-","dimensions":{"C02076V02508":"-","STATISTIC":"PMQ58C01"},"observations":[["PERIOD","VALUE"],["2021Q3",31.4],["2022Q3",27.0],["2023Q3",31.0],["2024Q3",27.0]]}
+{"code":"PMQ58C01.3721","dimensions":{"C02076V02508":"3721","STATISTIC":"PMQ58C01"},"observations":[["PERIOD","VALUE"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ58C01.500","dimensions":{"C02076V02508":"500","STATISTIC":"PMQ58C01"},"observations":[["PERIOD","VALUE"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ58C01.540","dimensions":{"C02076V02508":"540","STATISTIC":"PMQ58C01"},"observations":[["PERIOD","VALUE"],["2021Q3",27.5],["2022Q3",20.0],["2023Q3",24.0],["2024Q3",23.0]]}
+{"code":"PMQ58C02.-","dimensions":{"C02076V02508":"-","STATISTIC":"PMQ58C02"},"observations":[["PERIOD","VALUE"],["2021Q3",31.1],["2022Q3",28.0],["2023Q3",36.0],["2024Q3",36.0]]}
+{"code":"PMQ58C02.3721","dimensions":{"C02076V02508":"3721","STATISTIC":"PMQ58C02"},"observations":[["PERIOD","VALUE"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ58C02.500","dimensions":{"C02076V02508":"500","STATISTIC":"PMQ58C02"},"observations":[["PERIOD","VALUE"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ58C02.540","dimensions":{"C02076V02508":"540","STATISTIC":"PMQ58C02"},"observations":[["PERIOD","VALUE"],["2021Q3",22.7],["2022Q3",21.0],["2023Q3",29.0],["2024Q3",27.0]]}
+{"code":"PMQ58C03.-","dimensions":{"C02076V02508":"-","STATISTIC":"PMQ58C03"},"observations":[["PERIOD","VALUE"],["2021Q3",37.5],["2022Q3",45.0],["2023Q3",33.0],["2024Q3",37.0]]}
+{"code":"PMQ58C03.3721","dimensions":{"C02076V02508":"3721","STATISTIC":"PMQ58C03"},"observations":[["PERIOD","VALUE"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ58C03.500","dimensions":{"C02076V02508":"500","STATISTIC":"PMQ58C03"},"observations":[["PERIOD","VALUE"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ58C03.540","dimensions":{"C02076V02508":"540","STATISTIC":"PMQ58C03"},"observations":[["PERIOD","VALUE"],["2021Q3",49.8],["2022Q3",59.0],["2023Q3",47.0],["2024Q3",49.0]]}
diff --git a/PMQ59/dataset.json b/PMQ59/dataset.json
index 94396d7ee292566b6d5c8df597489ae88e49b1ac..ce18b62d46ce956d7d4edd65e615982bb483d7c9 100644
--- a/PMQ59/dataset.json
+++ b/PMQ59/dataset.json
@@ -36,9 +36,9 @@
   },
   "name": "Persons not in current employment (ILO) who have personal pension cover",
   "notes": [
-    "Not in current employment but were in previous employment. <br />Please note data may not add to 100% due to rounding issues. <br />.. Sample occurrence too small for estimation.",
+    "Not in current employment but were in previous employment. Refer to Background Notes for the definition of the ILO Labour Force classification of persons in employment.<br />Please note data may not add to 100% due to rounding issues. <br />.. Sample occurrence too small for estimation.",
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/housingandhouseholds/pensioncoverage/\">statistical release page </a>on our website"
   ],
   "source_href": "https://data.cso.ie/table/PMQ59",
-  "updated_at": "2024-02-26T11:00:00Z"
+  "updated_at": "2024-12-19T11:00:00Z"
 }
\ No newline at end of file
diff --git a/PMQ59/series.jsonl b/PMQ59/series.jsonl
index c7da54ff5aa35738874a1a56b322bb464c53bef4..49a42aeaf23bad9d5361dfca0585e4cfac799680 100644
--- a/PMQ59/series.jsonl
+++ b/PMQ59/series.jsonl
@@ -1,6 +1,6 @@
-{"code":"PMQ59C01.IE","dimensions":{"C02537V03240":"IE","STATISTIC":"PMQ59C01"},"observations":[["PERIOD","VALUE"],["2021Q3",32.0],["2022Q3",26.0],["2023Q3",30.0]]}
-{"code":"PMQ59C01.IE05","dimensions":{"C02537V03240":"IE05","STATISTIC":"PMQ59C01"},"observations":[["PERIOD","VALUE"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"]]}
-{"code":"PMQ59C02.IE","dimensions":{"C02537V03240":"IE","STATISTIC":"PMQ59C02"},"observations":[["PERIOD","VALUE"],["2021Q3",31.0],["2022Q3",27.0],["2023Q3",36.0]]}
-{"code":"PMQ59C02.IE05","dimensions":{"C02537V03240":"IE05","STATISTIC":"PMQ59C02"},"observations":[["PERIOD","VALUE"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"]]}
-{"code":"PMQ59C03.IE","dimensions":{"C02537V03240":"IE","STATISTIC":"PMQ59C03"},"observations":[["PERIOD","VALUE"],["2021Q3",37.0],["2022Q3",47.0],["2023Q3",33.0]]}
-{"code":"PMQ59C03.IE05","dimensions":{"C02537V03240":"IE05","STATISTIC":"PMQ59C03"},"observations":[["PERIOD","VALUE"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"]]}
+{"code":"PMQ59C01.IE","dimensions":{"C02537V03240":"IE","STATISTIC":"PMQ59C01"},"observations":[["PERIOD","VALUE"],["2021Q3",32.0],["2022Q3",26.0],["2023Q3",30.0],["2024Q3",26.0]]}
+{"code":"PMQ59C01.IE05","dimensions":{"C02537V03240":"IE05","STATISTIC":"PMQ59C01"},"observations":[["PERIOD","VALUE"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ59C02.IE","dimensions":{"C02537V03240":"IE","STATISTIC":"PMQ59C02"},"observations":[["PERIOD","VALUE"],["2021Q3",31.0],["2022Q3",27.0],["2023Q3",36.0],["2024Q3",35.0]]}
+{"code":"PMQ59C02.IE05","dimensions":{"C02537V03240":"IE05","STATISTIC":"PMQ59C02"},"observations":[["PERIOD","VALUE"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ59C03.IE","dimensions":{"C02537V03240":"IE","STATISTIC":"PMQ59C03"},"observations":[["PERIOD","VALUE"],["2021Q3",37.0],["2022Q3",47.0],["2023Q3",33.0],["2024Q3",39.0]]}
+{"code":"PMQ59C03.IE05","dimensions":{"C02537V03240":"IE05","STATISTIC":"PMQ59C03"},"observations":[["PERIOD","VALUE"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
diff --git a/PMQ60/dataset.json b/PMQ60/dataset.json
index d21cd2a46b52774dc1e40352af59036622e16663..2270fbf723a29490372a9740f77098f7cfa16a25 100644
--- a/PMQ60/dataset.json
+++ b/PMQ60/dataset.json
@@ -59,14 +59,22 @@
       [
         "PMQ60C06",
         "Persons not in current employment - does not currently have pension cover as already drawing down a pension"
+      ],
+      [
+        "PMQ60C07",
+        "Persons in current employment - total"
+      ],
+      [
+        "PMQ60C08",
+        "Persons not in current employment - total"
       ]
     ]
   },
   "name": "Persons with personal pension coverage by length of time in pension scheme",
   "notes": [
-    "Please note data may not add to 100% due to rounding issues.<br />.. Sample occurrence too small for estimation.",
+    "Refer to Background Notes for the definition of the ILO Labour Force classification of persons in employment.<br />Please note data may not add to 100% due to rounding issues.<br />.. Sample occurrence too small for estimation.",
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/housingandhouseholds/pensioncoverage/\">statistical release page</a> on our website"
   ],
   "source_href": "https://data.cso.ie/table/PMQ60",
-  "updated_at": "2024-02-26T11:00:00Z"
+  "updated_at": "2024-12-19T11:00:00Z"
 }
\ No newline at end of file
diff --git a/PMQ60/series.jsonl b/PMQ60/series.jsonl
index 310dac15f3f56e5f8a92ff72e8867721ec4dbb14..822b0328a8972dae80846390ec65438205cf3cbc 100644
--- a/PMQ60/series.jsonl
+++ b/PMQ60/series.jsonl
@@ -1,36 +1,48 @@
-{"code":"PMQ60C01.01","dimensions":{"C03326V04013":"01","STATISTIC":"PMQ60C01"},"observations":[["PERIOD","VALUE"],["2021Q3",28.0],["2022Q3",31.0],["2023Q3",34.0]]}
-{"code":"PMQ60C01.02","dimensions":{"C03326V04013":"02","STATISTIC":"PMQ60C01"},"observations":[["PERIOD","VALUE"],["2021Q3",14.0],["2022Q3",13.0],["2023Q3",16.0]]}
-{"code":"PMQ60C01.03","dimensions":{"C03326V04013":"03","STATISTIC":"PMQ60C01"},"observations":[["PERIOD","VALUE"],["2021Q3",19.0],["2022Q3",19.0],["2023Q3",14.0]]}
-{"code":"PMQ60C01.04","dimensions":{"C03326V04013":"04","STATISTIC":"PMQ60C01"},"observations":[["PERIOD","VALUE"],["2021Q3",14.0],["2022Q3",11.0],["2023Q3",12.0]]}
-{"code":"PMQ60C01.05","dimensions":{"C03326V04013":"05","STATISTIC":"PMQ60C01"},"observations":[["PERIOD","VALUE"],["2021Q3",24.0],["2022Q3",23.0],["2023Q3",21.0]]}
-{"code":"PMQ60C01.06","dimensions":{"C03326V04013":"06","STATISTIC":"PMQ60C01"},"observations":[["PERIOD","VALUE"],["2021Q3",2.0],["2022Q3",3.0],["2023Q3",2.0]]}
-{"code":"PMQ60C02.01","dimensions":{"C03326V04013":"01","STATISTIC":"PMQ60C02"},"observations":[["PERIOD","VALUE"],["2021Q3",38.0],["2022Q3",35.0],["2023Q3",38.0]]}
-{"code":"PMQ60C02.02","dimensions":{"C03326V04013":"02","STATISTIC":"PMQ60C02"},"observations":[["PERIOD","VALUE"],["2021Q3",13.0],["2022Q3",23.0],["2023Q3",21.0]]}
-{"code":"PMQ60C02.03","dimensions":{"C03326V04013":"03","STATISTIC":"PMQ60C02"},"observations":[["PERIOD","VALUE"],["2021Q3",21.0],["2022Q3",14.0],["2023Q3",17.0]]}
-{"code":"PMQ60C02.04","dimensions":{"C03326V04013":"04","STATISTIC":"PMQ60C02"},"observations":[["PERIOD","VALUE"],["2021Q3",11.0],["2022Q3",8.0],["2023Q3",9.0]]}
-{"code":"PMQ60C02.05","dimensions":{"C03326V04013":"05","STATISTIC":"PMQ60C02"},"observations":[["PERIOD","VALUE"],["2021Q3",11.0],["2022Q3",7.0],["2023Q3",11.0]]}
-{"code":"PMQ60C02.06","dimensions":{"C03326V04013":"06","STATISTIC":"PMQ60C02"},"observations":[["PERIOD","VALUE"],["2021Q3",5.0],["2022Q3",13.0],["2023Q3",5.0]]}
-{"code":"PMQ60C03.01","dimensions":{"C03326V04013":"01","STATISTIC":"PMQ60C03"},"observations":[["PERIOD","VALUE"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3",19.0]]}
-{"code":"PMQ60C03.02","dimensions":{"C03326V04013":"02","STATISTIC":"PMQ60C03"},"observations":[["PERIOD","VALUE"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3",7.0]]}
-{"code":"PMQ60C03.03","dimensions":{"C03326V04013":"03","STATISTIC":"PMQ60C03"},"observations":[["PERIOD","VALUE"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3",8.0]]}
-{"code":"PMQ60C03.04","dimensions":{"C03326V04013":"04","STATISTIC":"PMQ60C03"},"observations":[["PERIOD","VALUE"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3",12.0]]}
-{"code":"PMQ60C03.05","dimensions":{"C03326V04013":"05","STATISTIC":"PMQ60C03"},"observations":[["PERIOD","VALUE"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3",30.0]]}
-{"code":"PMQ60C03.06","dimensions":{"C03326V04013":"06","STATISTIC":"PMQ60C03"},"observations":[["PERIOD","VALUE"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3",23.0]]}
-{"code":"PMQ60C04.01","dimensions":{"C03326V04013":"01","STATISTIC":"PMQ60C04"},"observations":[["PERIOD","VALUE"],["2021Q3",11.0],["2022Q3",13.0],["2023Q3",18.0]]}
-{"code":"PMQ60C04.02","dimensions":{"C03326V04013":"02","STATISTIC":"PMQ60C04"},"observations":[["PERIOD","VALUE"],["2021Q3",5.0],["2022Q3",24.0],["2023Q3",12.0]]}
-{"code":"PMQ60C04.03","dimensions":{"C03326V04013":"03","STATISTIC":"PMQ60C04"},"observations":[["PERIOD","VALUE"],["2021Q3",13.0],["2022Q3",11.0],["2023Q3",18.0]]}
-{"code":"PMQ60C04.04","dimensions":{"C03326V04013":"04","STATISTIC":"PMQ60C04"},"observations":[["PERIOD","VALUE"],["2021Q3",21.0],["2022Q3",2.0],["2023Q3",12.0]]}
-{"code":"PMQ60C04.05","dimensions":{"C03326V04013":"05","STATISTIC":"PMQ60C04"},"observations":[["PERIOD","VALUE"],["2021Q3",43.0],["2022Q3",44.0],["2023Q3",35.0]]}
-{"code":"PMQ60C04.06","dimensions":{"C03326V04013":"06","STATISTIC":"PMQ60C04"},"observations":[["PERIOD","VALUE"],["2021Q3",7.0],["2022Q3",6.0],["2023Q3",5.0]]}
-{"code":"PMQ60C05.01","dimensions":{"C03326V04013":"01","STATISTIC":"PMQ60C05"},"observations":[["PERIOD","VALUE"],["2021Q3",23.0],["2022Q3",18.0],["2023Q3",20.0]]}
-{"code":"PMQ60C05.02","dimensions":{"C03326V04013":"02","STATISTIC":"PMQ60C05"},"observations":[["PERIOD","VALUE"],["2021Q3",25.0],["2022Q3",25.0],["2023Q3",22.0]]}
-{"code":"PMQ60C05.03","dimensions":{"C03326V04013":"03","STATISTIC":"PMQ60C05"},"observations":[["PERIOD","VALUE"],["2021Q3",19.0],["2022Q3",22.0],["2023Q3",10.0]]}
-{"code":"PMQ60C05.04","dimensions":{"C03326V04013":"04","STATISTIC":"PMQ60C05"},"observations":[["PERIOD","VALUE"],["2021Q3",10.0],["2022Q3",5.0],["2023Q3",12.0]]}
-{"code":"PMQ60C05.05","dimensions":{"C03326V04013":"05","STATISTIC":"PMQ60C05"},"observations":[["PERIOD","VALUE"],["2021Q3",18.0],["2022Q3",18.0],["2023Q3",26.0]]}
-{"code":"PMQ60C05.06","dimensions":{"C03326V04013":"06","STATISTIC":"PMQ60C05"},"observations":[["PERIOD","VALUE"],["2021Q3",6.0],["2022Q3",12.0],["2023Q3",9.0]]}
-{"code":"PMQ60C06.01","dimensions":{"C03326V04013":"01","STATISTIC":"PMQ60C06"},"observations":[["PERIOD","VALUE"],["2021Q3",35.0],["2022Q3",18.0],["2023Q3",11.0]]}
-{"code":"PMQ60C06.02","dimensions":{"C03326V04013":"02","STATISTIC":"PMQ60C06"},"observations":[["PERIOD","VALUE"],["2021Q3",5.0],["2022Q3",6.0],["2023Q3",5.0]]}
-{"code":"PMQ60C06.03","dimensions":{"C03326V04013":"03","STATISTIC":"PMQ60C06"},"observations":[["PERIOD","VALUE"],["2021Q3",10.0],["2022Q3",5.0],["2023Q3",16.0]]}
-{"code":"PMQ60C06.04","dimensions":{"C03326V04013":"04","STATISTIC":"PMQ60C06"},"observations":[["PERIOD","VALUE"],["2021Q3",8.0],["2022Q3",13.0],["2023Q3",10.0]]}
-{"code":"PMQ60C06.05","dimensions":{"C03326V04013":"05","STATISTIC":"PMQ60C06"},"observations":[["PERIOD","VALUE"],["2021Q3",34.0],["2022Q3",41.0],["2023Q3",41.0]]}
-{"code":"PMQ60C06.06","dimensions":{"C03326V04013":"06","STATISTIC":"PMQ60C06"},"observations":[["PERIOD","VALUE"],["2021Q3",7.0],["2022Q3",18.0],["2023Q3",18.0]]}
+{"code":"PMQ60C01.01","dimensions":{"C03326V04013":"01","STATISTIC":"PMQ60C01"},"observations":[["PERIOD","VALUE"],["2021Q3",28.0],["2022Q3",31.0],["2023Q3",34.0],["2024Q3",34.0]]}
+{"code":"PMQ60C01.02","dimensions":{"C03326V04013":"02","STATISTIC":"PMQ60C01"},"observations":[["PERIOD","VALUE"],["2021Q3",14.0],["2022Q3",13.0],["2023Q3",16.0],["2024Q3",20.0]]}
+{"code":"PMQ60C01.03","dimensions":{"C03326V04013":"03","STATISTIC":"PMQ60C01"},"observations":[["PERIOD","VALUE"],["2021Q3",19.0],["2022Q3",19.0],["2023Q3",14.0],["2024Q3",14.0]]}
+{"code":"PMQ60C01.04","dimensions":{"C03326V04013":"04","STATISTIC":"PMQ60C01"},"observations":[["PERIOD","VALUE"],["2021Q3",14.0],["2022Q3",11.0],["2023Q3",12.0],["2024Q3",11.0]]}
+{"code":"PMQ60C01.05","dimensions":{"C03326V04013":"05","STATISTIC":"PMQ60C01"},"observations":[["PERIOD","VALUE"],["2021Q3",24.0],["2022Q3",23.0],["2023Q3",21.0],["2024Q3",18.0]]}
+{"code":"PMQ60C01.06","dimensions":{"C03326V04013":"06","STATISTIC":"PMQ60C01"},"observations":[["PERIOD","VALUE"],["2021Q3",2.0],["2022Q3",3.0],["2023Q3",2.0],["2024Q3",2.0]]}
+{"code":"PMQ60C02.01","dimensions":{"C03326V04013":"01","STATISTIC":"PMQ60C02"},"observations":[["PERIOD","VALUE"],["2021Q3",38.0],["2022Q3",35.0],["2023Q3",38.0],["2024Q3",40.0]]}
+{"code":"PMQ60C02.02","dimensions":{"C03326V04013":"02","STATISTIC":"PMQ60C02"},"observations":[["PERIOD","VALUE"],["2021Q3",13.0],["2022Q3",23.0],["2023Q3",21.0],["2024Q3",25.0]]}
+{"code":"PMQ60C02.03","dimensions":{"C03326V04013":"03","STATISTIC":"PMQ60C02"},"observations":[["PERIOD","VALUE"],["2021Q3",21.0],["2022Q3",14.0],["2023Q3",17.0],["2024Q3",13.0]]}
+{"code":"PMQ60C02.04","dimensions":{"C03326V04013":"04","STATISTIC":"PMQ60C02"},"observations":[["PERIOD","VALUE"],["2021Q3",11.0],["2022Q3",8.0],["2023Q3",9.0],["2024Q3",8.0]]}
+{"code":"PMQ60C02.05","dimensions":{"C03326V04013":"05","STATISTIC":"PMQ60C02"},"observations":[["PERIOD","VALUE"],["2021Q3",11.0],["2022Q3",7.0],["2023Q3",11.0],["2024Q3",9.0]]}
+{"code":"PMQ60C02.06","dimensions":{"C03326V04013":"06","STATISTIC":"PMQ60C02"},"observations":[["PERIOD","VALUE"],["2021Q3",5.0],["2022Q3",13.0],["2023Q3",5.0],["2024Q3",5.0]]}
+{"code":"PMQ60C03.01","dimensions":{"C03326V04013":"01","STATISTIC":"PMQ60C03"},"observations":[["PERIOD","VALUE"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3",19.0],["2024Q3","NA"]]}
+{"code":"PMQ60C03.02","dimensions":{"C03326V04013":"02","STATISTIC":"PMQ60C03"},"observations":[["PERIOD","VALUE"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3",7.0],["2024Q3","NA"]]}
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+{"code":"PMQ60C03.04","dimensions":{"C03326V04013":"04","STATISTIC":"PMQ60C03"},"observations":[["PERIOD","VALUE"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3",12.0],["2024Q3","NA"]]}
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+{"code":"PMQ60C08.04","dimensions":{"C03326V04013":"04","STATISTIC":"PMQ60C08"},"observations":[["PERIOD","VALUE"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3",10.0]]}
+{"code":"PMQ60C08.05","dimensions":{"C03326V04013":"05","STATISTIC":"PMQ60C08"},"observations":[["PERIOD","VALUE"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3",36.0]]}
+{"code":"PMQ60C08.06","dimensions":{"C03326V04013":"06","STATISTIC":"PMQ60C08"},"observations":[["PERIOD","VALUE"],["2021Q3","NA"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3",7.0]]}
diff --git a/PMQ61/dataset.json b/PMQ61/dataset.json
index b925f746a091450827905250fc72866b0bb20f73..98a62917116eacb20b6ac933f2677f364e30f1ce 100644
--- a/PMQ61/dataset.json
+++ b/PMQ61/dataset.json
@@ -72,9 +72,9 @@
   },
   "name": "Persons with an occupational pension from their current job",
   "notes": [
-    "Please note data may not add to 100% due to rounding issues.. Sample occurrence too small for estimation.",
+    "Please note data may not add to 100% due to rounding issues.<br />.. Sample occurrence too small for estimation.",
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/housingandhouseholds/pensioncoverage/\">statistical release page</a> on our website"
   ],
   "source_href": "https://data.cso.ie/table/PMQ61",
-  "updated_at": "2024-02-26T11:00:00Z"
+  "updated_at": "2024-12-19T11:00:00Z"
 }
\ No newline at end of file
diff --git a/PMQ61/series.jsonl b/PMQ61/series.jsonl
index 07e9c6276b7325f7b2854e8d31160fb3700d9c1f..15d89e2106fcc18e3d116b99539ea6eb39a4e634 100644
--- a/PMQ61/series.jsonl
+++ b/PMQ61/series.jsonl
@@ -1,36 +1,36 @@
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-{"code":"PMQ61C01.01.500","dimensions":{"C02076V02508":"500","C03326V04013":"01","STATISTIC":"PMQ61C01"},"observations":[["PERIOD","VALUE"],["2022Q3",23.0],["2023Q3",23.0]]}
-{"code":"PMQ61C01.01.540","dimensions":{"C02076V02508":"540","C03326V04013":"01","STATISTIC":"PMQ61C01"},"observations":[["PERIOD","VALUE"],["2022Q3",15.0],["2023Q3",15.0]]}
-{"code":"PMQ61C01.02.-","dimensions":{"C02076V02508":"-","C03326V04013":"02","STATISTIC":"PMQ61C01"},"observations":[["PERIOD","VALUE"],["2022Q3",17.0],["2023Q3",19.0]]}
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+{"code":"PMQ61C01.06.500","dimensions":{"C02076V02508":"500","C03326V04013":"06","STATISTIC":"PMQ61C01"},"observations":[["PERIOD","VALUE"],["2022Q3",1.0],["2023Q3",2.0],["2024Q3",0.0]]}
+{"code":"PMQ61C01.06.540","dimensions":{"C02076V02508":"540","C03326V04013":"06","STATISTIC":"PMQ61C01"},"observations":[["PERIOD","VALUE"],["2022Q3",2.0],["2023Q3",2.0],["2024Q3",0.0]]}
diff --git a/PMQ62/dataset.json b/PMQ62/dataset.json
index 09a18d25c6bddc00126418bf2a639a057ae51196..d140ce57f43b1d07f106c0d1470c4e95eb51f71a 100644
--- a/PMQ62/dataset.json
+++ b/PMQ62/dataset.json
@@ -68,9 +68,9 @@
   },
   "name": "Self employed persons with occupational pension coverage",
   "notes": [
-    "Self employed persons and assisting relatives. Please note data may not add to 100% due to rounding issues. A hybrid pension scheme is one which is neither a full defined benefit scheme nor a full defined contribution scheme, but has some of the characteristics of each. Age groups 20-24, 25-34 and 40-44 years were amalgamated for this table due to low sample numbers&#8230; Sample occurrence too small for estimation.",
+    "Self employed persons and assisting relatives. <br />Please note data may not add to 100% due to rounding issues. <br />A hybrid pension scheme is one which is neither a full defined benefit scheme nor a full defined contribution scheme, but has some of the characteristics of each. <br />Age groups 20-24, 25-34 and 40-44 years were amalgamated for this table due to low sample numbers.<br />.. Sample occurrence too small for estimation.",
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/housingandhouseholds/pensioncoverage/\">statistical release page</a> on our website"
   ],
   "source_href": "https://data.cso.ie/table/PMQ62",
-  "updated_at": "2024-02-26T11:00:00Z"
+  "updated_at": "2024-12-19T11:00:00Z"
 }
\ No newline at end of file
diff --git a/PMQ62/series.jsonl b/PMQ62/series.jsonl
index 65257f43f0d7b3f6eb0bba8852941c5730d94e47..963765d6245785b418299cea9fbdb64322db90aa 100644
--- a/PMQ62/series.jsonl
+++ b/PMQ62/series.jsonl
@@ -1,36 +1,36 @@
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+{"code":"PMQ62C01.540.1.100","dimensions":{"C02076V02508":"540","C02199V02655":"1","C03714V04461":"100","STATISTIC":"PMQ62C01"},"observations":[["PERIOD","VALUE"],["2022Q3",40.0],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ62C01.540.1.110","dimensions":{"C02076V02508":"540","C02199V02655":"1","C03714V04461":"110","STATISTIC":"PMQ62C01"},"observations":[["PERIOD","VALUE"],["2022Q3",58.0],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ62C01.540.1.120","dimensions":{"C02076V02508":"540","C02199V02655":"1","C03714V04461":"120","STATISTIC":"PMQ62C01"},"observations":[["PERIOD","VALUE"],["2022Q3",2.0],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ62C01.540.2.100","dimensions":{"C02076V02508":"540","C02199V02655":"2","C03714V04461":"100","STATISTIC":"PMQ62C01"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ62C01.540.2.110","dimensions":{"C02076V02508":"540","C02199V02655":"2","C03714V04461":"110","STATISTIC":"PMQ62C01"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ62C01.540.2.120","dimensions":{"C02076V02508":"540","C02199V02655":"2","C03714V04461":"120","STATISTIC":"PMQ62C01"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
diff --git a/PMQ63/dataset.json b/PMQ63/dataset.json
index fce15dfe63a94ecc46797d515952458ad433731b..c3f2cda0a352288f8b0eacbd9779809802b62d47 100644
--- a/PMQ63/dataset.json
+++ b/PMQ63/dataset.json
@@ -64,9 +64,9 @@
   },
   "name": "Self employed persons with occupational pension coverage",
   "notes": [
-    "Self employed persons and/or assisting relatives. Please note data may not add to 100% due to rounding issues. .. Sample occurrence too small for estimation.",
+    "Self employed persons and/or assisting relatives. <br />Please note data may not add to 100% due to rounding issues.<br />.. Sample occurrence too small for estimation.",
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/housingandhouseholds/pensioncoverage/\">statistical release page</a> on our website"
   ],
   "source_href": "https://data.cso.ie/table/PMQ63",
-  "updated_at": "2024-02-26T11:00:00Z"
+  "updated_at": "2024-12-19T11:00:00Z"
 }
\ No newline at end of file
diff --git a/PMQ63/series.jsonl b/PMQ63/series.jsonl
index 180d2a1df31941bdd3191a1321ede3d9f68ed580..c8fe98b39eb6845b89b556a2df4bef8b88ea4b86 100644
--- a/PMQ63/series.jsonl
+++ b/PMQ63/series.jsonl
@@ -1,24 +1,24 @@
-{"code":"PMQ63C01.01.-","dimensions":{"C03326V04013":"01","C03714V04461":"-","STATISTIC":"PMQ63C01"},"observations":[["PERIOD","VALUE"],["2022Q3",19.0],["2023Q3",14.0]]}
-{"code":"PMQ63C01.01.100","dimensions":{"C03326V04013":"01","C03714V04461":"100","STATISTIC":"PMQ63C01"},"observations":[["PERIOD","VALUE"],["2022Q3",5.0],["2023Q3",10.0]]}
-{"code":"PMQ63C01.01.110","dimensions":{"C03326V04013":"01","C03714V04461":"110","STATISTIC":"PMQ63C01"},"observations":[["PERIOD","VALUE"],["2022Q3",23.0],["2023Q3",15.0]]}
-{"code":"PMQ63C01.01.120","dimensions":{"C03326V04013":"01","C03714V04461":"120","STATISTIC":"PMQ63C01"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"]]}
-{"code":"PMQ63C01.02.-","dimensions":{"C03326V04013":"02","C03714V04461":"-","STATISTIC":"PMQ63C01"},"observations":[["PERIOD","VALUE"],["2022Q3",19.0],["2023Q3",23.0]]}
-{"code":"PMQ63C01.02.100","dimensions":{"C03326V04013":"02","C03714V04461":"100","STATISTIC":"PMQ63C01"},"observations":[["PERIOD","VALUE"],["2022Q3",17.0],["2023Q3",15.0]]}
-{"code":"PMQ63C01.02.110","dimensions":{"C03326V04013":"02","C03714V04461":"110","STATISTIC":"PMQ63C01"},"observations":[["PERIOD","VALUE"],["2022Q3",21.0],["2023Q3",26.0]]}
-{"code":"PMQ63C01.02.120","dimensions":{"C03326V04013":"02","C03714V04461":"120","STATISTIC":"PMQ63C01"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"]]}
-{"code":"PMQ63C01.03.-","dimensions":{"C03326V04013":"03","C03714V04461":"-","STATISTIC":"PMQ63C01"},"observations":[["PERIOD","VALUE"],["2022Q3",20.0],["2023Q3",21.0]]}
-{"code":"PMQ63C01.03.100","dimensions":{"C03326V04013":"03","C03714V04461":"100","STATISTIC":"PMQ63C01"},"observations":[["PERIOD","VALUE"],["2022Q3",21.0],["2023Q3",17.0]]}
-{"code":"PMQ63C01.03.110","dimensions":{"C03326V04013":"03","C03714V04461":"110","STATISTIC":"PMQ63C01"},"observations":[["PERIOD","VALUE"],["2022Q3",19.0],["2023Q3",24.0]]}
-{"code":"PMQ63C01.03.120","dimensions":{"C03326V04013":"03","C03714V04461":"120","STATISTIC":"PMQ63C01"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"]]}
-{"code":"PMQ63C01.04.-","dimensions":{"C03326V04013":"04","C03714V04461":"-","STATISTIC":"PMQ63C01"},"observations":[["PERIOD","VALUE"],["2022Q3",11.0],["2023Q3",9.0]]}
-{"code":"PMQ63C01.04.100","dimensions":{"C03326V04013":"04","C03714V04461":"100","STATISTIC":"PMQ63C01"},"observations":[["PERIOD","VALUE"],["2022Q3",13.0],["2023Q3",13.0]]}
-{"code":"PMQ63C01.04.110","dimensions":{"C03326V04013":"04","C03714V04461":"110","STATISTIC":"PMQ63C01"},"observations":[["PERIOD","VALUE"],["2022Q3",10.0],["2023Q3",4.0]]}
-{"code":"PMQ63C01.04.120","dimensions":{"C03326V04013":"04","C03714V04461":"120","STATISTIC":"PMQ63C01"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"]]}
-{"code":"PMQ63C01.05.-","dimensions":{"C03326V04013":"05","C03714V04461":"-","STATISTIC":"PMQ63C01"},"observations":[["PERIOD","VALUE"],["2022Q3",28.0],["2023Q3",32.0]]}
-{"code":"PMQ63C01.05.100","dimensions":{"C03326V04013":"05","C03714V04461":"100","STATISTIC":"PMQ63C01"},"observations":[["PERIOD","VALUE"],["2022Q3",45.0],["2023Q3",46.0]]}
-{"code":"PMQ63C01.05.110","dimensions":{"C03326V04013":"05","C03714V04461":"110","STATISTIC":"PMQ63C01"},"observations":[["PERIOD","VALUE"],["2022Q3",21.0],["2023Q3",30.0]]}
-{"code":"PMQ63C01.05.120","dimensions":{"C03326V04013":"05","C03714V04461":"120","STATISTIC":"PMQ63C01"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"]]}
-{"code":"PMQ63C01.06.-","dimensions":{"C03326V04013":"06","C03714V04461":"-","STATISTIC":"PMQ63C01"},"observations":[["PERIOD","VALUE"],["2022Q3",4.0],["2023Q3",1.0]]}
-{"code":"PMQ63C01.06.100","dimensions":{"C03326V04013":"06","C03714V04461":"100","STATISTIC":"PMQ63C01"},"observations":[["PERIOD","VALUE"],["2022Q3",0.0],["2023Q3",0.0]]}
-{"code":"PMQ63C01.06.110","dimensions":{"C03326V04013":"06","C03714V04461":"110","STATISTIC":"PMQ63C01"},"observations":[["PERIOD","VALUE"],["2022Q3",5.0],["2023Q3",2.0]]}
-{"code":"PMQ63C01.06.120","dimensions":{"C03326V04013":"06","C03714V04461":"120","STATISTIC":"PMQ63C01"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"]]}
+{"code":"PMQ63C01.01.-","dimensions":{"C03326V04013":"01","C03714V04461":"-","STATISTIC":"PMQ63C01"},"observations":[["PERIOD","VALUE"],["2022Q3",19.0],["2023Q3",14.0],["2024Q3",23.0]]}
+{"code":"PMQ63C01.01.100","dimensions":{"C03326V04013":"01","C03714V04461":"100","STATISTIC":"PMQ63C01"},"observations":[["PERIOD","VALUE"],["2022Q3",5.0],["2023Q3",10.0],["2024Q3",14.0]]}
+{"code":"PMQ63C01.01.110","dimensions":{"C03326V04013":"01","C03714V04461":"110","STATISTIC":"PMQ63C01"},"observations":[["PERIOD","VALUE"],["2022Q3",23.0],["2023Q3",15.0],["2024Q3",27.0]]}
+{"code":"PMQ63C01.01.120","dimensions":{"C03326V04013":"01","C03714V04461":"120","STATISTIC":"PMQ63C01"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ63C01.02.-","dimensions":{"C03326V04013":"02","C03714V04461":"-","STATISTIC":"PMQ63C01"},"observations":[["PERIOD","VALUE"],["2022Q3",19.0],["2023Q3",23.0],["2024Q3",21.0]]}
+{"code":"PMQ63C01.02.100","dimensions":{"C03326V04013":"02","C03714V04461":"100","STATISTIC":"PMQ63C01"},"observations":[["PERIOD","VALUE"],["2022Q3",17.0],["2023Q3",15.0],["2024Q3",24.0]]}
+{"code":"PMQ63C01.02.110","dimensions":{"C03326V04013":"02","C03714V04461":"110","STATISTIC":"PMQ63C01"},"observations":[["PERIOD","VALUE"],["2022Q3",21.0],["2023Q3",26.0],["2024Q3",19.0]]}
+{"code":"PMQ63C01.02.120","dimensions":{"C03326V04013":"02","C03714V04461":"120","STATISTIC":"PMQ63C01"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ63C01.03.-","dimensions":{"C03326V04013":"03","C03714V04461":"-","STATISTIC":"PMQ63C01"},"observations":[["PERIOD","VALUE"],["2022Q3",20.0],["2023Q3",21.0],["2024Q3",18.0]]}
+{"code":"PMQ63C01.03.100","dimensions":{"C03326V04013":"03","C03714V04461":"100","STATISTIC":"PMQ63C01"},"observations":[["PERIOD","VALUE"],["2022Q3",21.0],["2023Q3",17.0],["2024Q3",16.0]]}
+{"code":"PMQ63C01.03.110","dimensions":{"C03326V04013":"03","C03714V04461":"110","STATISTIC":"PMQ63C01"},"observations":[["PERIOD","VALUE"],["2022Q3",19.0],["2023Q3",24.0],["2024Q3",19.0]]}
+{"code":"PMQ63C01.03.120","dimensions":{"C03326V04013":"03","C03714V04461":"120","STATISTIC":"PMQ63C01"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ63C01.04.-","dimensions":{"C03326V04013":"04","C03714V04461":"-","STATISTIC":"PMQ63C01"},"observations":[["PERIOD","VALUE"],["2022Q3",11.0],["2023Q3",9.0],["2024Q3",15.0]]}
+{"code":"PMQ63C01.04.100","dimensions":{"C03326V04013":"04","C03714V04461":"100","STATISTIC":"PMQ63C01"},"observations":[["PERIOD","VALUE"],["2022Q3",13.0],["2023Q3",13.0],["2024Q3",17.0]]}
+{"code":"PMQ63C01.04.110","dimensions":{"C03326V04013":"04","C03714V04461":"110","STATISTIC":"PMQ63C01"},"observations":[["PERIOD","VALUE"],["2022Q3",10.0],["2023Q3",4.0],["2024Q3",14.0]]}
+{"code":"PMQ63C01.04.120","dimensions":{"C03326V04013":"04","C03714V04461":"120","STATISTIC":"PMQ63C01"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ63C01.05.-","dimensions":{"C03326V04013":"05","C03714V04461":"-","STATISTIC":"PMQ63C01"},"observations":[["PERIOD","VALUE"],["2022Q3",28.0],["2023Q3",32.0],["2024Q3",23.0]]}
+{"code":"PMQ63C01.05.100","dimensions":{"C03326V04013":"05","C03714V04461":"100","STATISTIC":"PMQ63C01"},"observations":[["PERIOD","VALUE"],["2022Q3",45.0],["2023Q3",46.0],["2024Q3",28.0]]}
+{"code":"PMQ63C01.05.110","dimensions":{"C03326V04013":"05","C03714V04461":"110","STATISTIC":"PMQ63C01"},"observations":[["PERIOD","VALUE"],["2022Q3",21.0],["2023Q3",30.0],["2024Q3",20.0]]}
+{"code":"PMQ63C01.05.120","dimensions":{"C03326V04013":"05","C03714V04461":"120","STATISTIC":"PMQ63C01"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ63C01.06.-","dimensions":{"C03326V04013":"06","C03714V04461":"-","STATISTIC":"PMQ63C01"},"observations":[["PERIOD","VALUE"],["2022Q3",4.0],["2023Q3",1.0],["2024Q3",1.0]]}
+{"code":"PMQ63C01.06.100","dimensions":{"C03326V04013":"06","C03714V04461":"100","STATISTIC":"PMQ63C01"},"observations":[["PERIOD","VALUE"],["2022Q3",0.0],["2023Q3",0.0],["2024Q3",0.0]]}
+{"code":"PMQ63C01.06.110","dimensions":{"C03326V04013":"06","C03714V04461":"110","STATISTIC":"PMQ63C01"},"observations":[["PERIOD","VALUE"],["2022Q3",5.0],["2023Q3",2.0],["2024Q3",1.0]]}
+{"code":"PMQ63C01.06.120","dimensions":{"C03326V04013":"06","C03714V04461":"120","STATISTIC":"PMQ63C01"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
diff --git a/PMQ64/dataset.json b/PMQ64/dataset.json
index 2aea59955579dc8e157a927ca54156cb743b3965..f9d68a915e3ed447a3aa10303d9ca9aff0fc0308 100644
--- a/PMQ64/dataset.json
+++ b/PMQ64/dataset.json
@@ -72,9 +72,9 @@
   },
   "name": "Persons in current employment with personal pensions in current contribution",
   "notes": [
-    "Please note data may not add to 100% due to rounding issues. <br />.. Sample occurrence too small for estimation.",
+    "Refer to Background Notes for the definition of the ILO Labour Force classification of persons in employment.<br />Please note data may not add to 100% due to rounding issues. <br />.. Sample occurrence too small for estimation.",
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/housingandhouseholds/pensioncoverage/\">statistical release page</a> on our website"
   ],
   "source_href": "https://data.cso.ie/table/PMQ64",
-  "updated_at": "2024-02-26T11:00:00Z"
+  "updated_at": "2024-12-19T11:00:00Z"
 }
\ No newline at end of file
diff --git a/PMQ64/series.jsonl b/PMQ64/series.jsonl
index 0d90bf419db748e481dbaa3a4fe07942dd42287a..1d5e46621451ffe5bb6336fcc0934eb404c30222 100644
--- a/PMQ64/series.jsonl
+++ b/PMQ64/series.jsonl
@@ -1,35 +1,35 @@
-{"code":"PMQ64.365.-","dimensions":{"C02076V02508":"365","C03326V04013":"-","STATISTIC":"PMQ64"},"observations":[["PERIOD","VALUE"],["2022Q3",100.0],["2023Q3",100.0]]}
-{"code":"PMQ64.365.01","dimensions":{"C02076V02508":"365","C03326V04013":"01","STATISTIC":"PMQ64"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"]]}
-{"code":"PMQ64.365.02","dimensions":{"C02076V02508":"365","C03326V04013":"02","STATISTIC":"PMQ64"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"]]}
-{"code":"PMQ64.365.03","dimensions":{"C02076V02508":"365","C03326V04013":"03","STATISTIC":"PMQ64"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"]]}
-{"code":"PMQ64.365.04","dimensions":{"C02076V02508":"365","C03326V04013":"04","STATISTIC":"PMQ64"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"]]}
-{"code":"PMQ64.365.05","dimensions":{"C02076V02508":"365","C03326V04013":"05","STATISTIC":"PMQ64"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"]]}
-{"code":"PMQ64.365.06","dimensions":{"C02076V02508":"365","C03326V04013":"06","STATISTIC":"PMQ64"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"]]}
-{"code":"PMQ64.415.-","dimensions":{"C02076V02508":"415","C03326V04013":"-","STATISTIC":"PMQ64"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3",100.0]]}
-{"code":"PMQ64.415.01","dimensions":{"C02076V02508":"415","C03326V04013":"01","STATISTIC":"PMQ64"},"observations":[["PERIOD","VALUE"],["2022Q3",69.0],["2023Q3",72.0]]}
-{"code":"PMQ64.415.02","dimensions":{"C02076V02508":"415","C03326V04013":"02","STATISTIC":"PMQ64"},"observations":[["PERIOD","VALUE"],["2022Q3",20.0],["2023Q3",21.0]]}
-{"code":"PMQ64.415.03","dimensions":{"C02076V02508":"415","C03326V04013":"03","STATISTIC":"PMQ64"},"observations":[["PERIOD","VALUE"],["2022Q3",6.0],["2023Q3",5.0]]}
-{"code":"PMQ64.415.04","dimensions":{"C02076V02508":"415","C03326V04013":"04","STATISTIC":"PMQ64"},"observations":[["PERIOD","VALUE"],["2022Q3",0.0],["2023Q3",1.0]]}
-{"code":"PMQ64.415.05","dimensions":{"C02076V02508":"415","C03326V04013":"05","STATISTIC":"PMQ64"},"observations":[["PERIOD","VALUE"],["2022Q3",2.0],["2023Q3",0.0]]}
-{"code":"PMQ64.415.06","dimensions":{"C02076V02508":"415","C03326V04013":"06","STATISTIC":"PMQ64"},"observations":[["PERIOD","VALUE"],["2022Q3",4.0],["2023Q3",1.0]]}
-{"code":"PMQ64.465.-","dimensions":{"C02076V02508":"465","C03326V04013":"-","STATISTIC":"PMQ64"},"observations":[["PERIOD","VALUE"],["2022Q3",100.0],["2023Q3",100.0]]}
-{"code":"PMQ64.465.01","dimensions":{"C02076V02508":"465","C03326V04013":"01","STATISTIC":"PMQ64"},"observations":[["PERIOD","VALUE"],["2022Q3",42.0],["2023Q3",40.0]]}
-{"code":"PMQ64.465.02","dimensions":{"C02076V02508":"465","C03326V04013":"02","STATISTIC":"PMQ64"},"observations":[["PERIOD","VALUE"],["2022Q3",18.0],["2023Q3",23.0]]}
-{"code":"PMQ64.465.03","dimensions":{"C02076V02508":"465","C03326V04013":"03","STATISTIC":"PMQ64"},"observations":[["PERIOD","VALUE"],["2022Q3",26.0],["2023Q3",16.0]]}
-{"code":"PMQ64.465.04","dimensions":{"C02076V02508":"465","C03326V04013":"04","STATISTIC":"PMQ64"},"observations":[["PERIOD","VALUE"],["2022Q3",11.0],["2023Q3",15.0]]}
-{"code":"PMQ64.465.05","dimensions":{"C02076V02508":"465","C03326V04013":"05","STATISTIC":"PMQ64"},"observations":[["PERIOD","VALUE"],["2022Q3",2.0],["2023Q3",6.0]]}
-{"code":"PMQ64.465.06","dimensions":{"C02076V02508":"465","C03326V04013":"06","STATISTIC":"PMQ64"},"observations":[["PERIOD","VALUE"],["2022Q3",2.0],["2023Q3",1.0]]}
-{"code":"PMQ64.500.-","dimensions":{"C02076V02508":"500","C03326V04013":"-","STATISTIC":"PMQ64"},"observations":[["PERIOD","VALUE"],["2022Q3",100.0],["2023Q3",100.0]]}
-{"code":"PMQ64.500.01","dimensions":{"C02076V02508":"500","C03326V04013":"01","STATISTIC":"PMQ64"},"observations":[["PERIOD","VALUE"],["2022Q3",22.0],["2023Q3",23.0]]}
-{"code":"PMQ64.500.02","dimensions":{"C02076V02508":"500","C03326V04013":"02","STATISTIC":"PMQ64"},"observations":[["PERIOD","VALUE"],["2022Q3",13.0],["2023Q3",14.0]]}
-{"code":"PMQ64.500.03","dimensions":{"C02076V02508":"500","C03326V04013":"03","STATISTIC":"PMQ64"},"observations":[["PERIOD","VALUE"],["2022Q3",22.0],["2023Q3",18.0]]}
-{"code":"PMQ64.500.04","dimensions":{"C02076V02508":"500","C03326V04013":"04","STATISTIC":"PMQ64"},"observations":[["PERIOD","VALUE"],["2022Q3",14.0],["2023Q3",16.0]]}
-{"code":"PMQ64.500.05","dimensions":{"C02076V02508":"500","C03326V04013":"05","STATISTIC":"PMQ64"},"observations":[["PERIOD","VALUE"],["2022Q3",27.0],["2023Q3",28.0]]}
-{"code":"PMQ64.500.06","dimensions":{"C02076V02508":"500","C03326V04013":"06","STATISTIC":"PMQ64"},"observations":[["PERIOD","VALUE"],["2022Q3",3.0],["2023Q3",2.0]]}
-{"code":"PMQ64.540.-","dimensions":{"C02076V02508":"540","C03326V04013":"-","STATISTIC":"PMQ64"},"observations":[["PERIOD","VALUE"],["2022Q3",100.0],["2023Q3",100.0]]}
-{"code":"PMQ64.540.01","dimensions":{"C02076V02508":"540","C03326V04013":"01","STATISTIC":"PMQ64"},"observations":[["PERIOD","VALUE"],["2022Q3",11.0],["2023Q3",15.0]]}
-{"code":"PMQ64.540.02","dimensions":{"C02076V02508":"540","C03326V04013":"02","STATISTIC":"PMQ64"},"observations":[["PERIOD","VALUE"],["2022Q3",8.0],["2023Q3",12.0]]}
-{"code":"PMQ64.540.03","dimensions":{"C02076V02508":"540","C03326V04013":"03","STATISTIC":"PMQ64"},"observations":[["PERIOD","VALUE"],["2022Q3",17.0],["2023Q3",15.0]]}
-{"code":"PMQ64.540.04","dimensions":{"C02076V02508":"540","C03326V04013":"04","STATISTIC":"PMQ64"},"observations":[["PERIOD","VALUE"],["2022Q3",15.0],["2023Q3",13.0]]}
-{"code":"PMQ64.540.05","dimensions":{"C02076V02508":"540","C03326V04013":"05","STATISTIC":"PMQ64"},"observations":[["PERIOD","VALUE"],["2022Q3",46.0],["2023Q3",43.0]]}
-{"code":"PMQ64.540.06","dimensions":{"C02076V02508":"540","C03326V04013":"06","STATISTIC":"PMQ64"},"observations":[["PERIOD","VALUE"],["2022Q3",3.0],["2023Q3",1.0]]}
+{"code":"PMQ64.365.-","dimensions":{"C02076V02508":"365","C03326V04013":"-","STATISTIC":"PMQ64"},"observations":[["PERIOD","VALUE"],["2022Q3",100.0],["2023Q3",100.0],["2024Q3","NA"]]}
+{"code":"PMQ64.365.01","dimensions":{"C02076V02508":"365","C03326V04013":"01","STATISTIC":"PMQ64"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ64.365.02","dimensions":{"C02076V02508":"365","C03326V04013":"02","STATISTIC":"PMQ64"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ64.365.03","dimensions":{"C02076V02508":"365","C03326V04013":"03","STATISTIC":"PMQ64"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ64.365.04","dimensions":{"C02076V02508":"365","C03326V04013":"04","STATISTIC":"PMQ64"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ64.365.05","dimensions":{"C02076V02508":"365","C03326V04013":"05","STATISTIC":"PMQ64"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ64.365.06","dimensions":{"C02076V02508":"365","C03326V04013":"06","STATISTIC":"PMQ64"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ64.415.-","dimensions":{"C02076V02508":"415","C03326V04013":"-","STATISTIC":"PMQ64"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3",100.0],["2024Q3","NA"]]}
+{"code":"PMQ64.415.01","dimensions":{"C02076V02508":"415","C03326V04013":"01","STATISTIC":"PMQ64"},"observations":[["PERIOD","VALUE"],["2022Q3",69.0],["2023Q3",72.0],["2024Q3",73.0]]}
+{"code":"PMQ64.415.02","dimensions":{"C02076V02508":"415","C03326V04013":"02","STATISTIC":"PMQ64"},"observations":[["PERIOD","VALUE"],["2022Q3",20.0],["2023Q3",21.0],["2024Q3",22.0]]}
+{"code":"PMQ64.415.03","dimensions":{"C02076V02508":"415","C03326V04013":"03","STATISTIC":"PMQ64"},"observations":[["PERIOD","VALUE"],["2022Q3",6.0],["2023Q3",5.0],["2024Q3",3.0]]}
+{"code":"PMQ64.415.04","dimensions":{"C02076V02508":"415","C03326V04013":"04","STATISTIC":"PMQ64"},"observations":[["PERIOD","VALUE"],["2022Q3",0.0],["2023Q3",1.0],["2024Q3",0.0]]}
+{"code":"PMQ64.415.05","dimensions":{"C02076V02508":"415","C03326V04013":"05","STATISTIC":"PMQ64"},"observations":[["PERIOD","VALUE"],["2022Q3",2.0],["2023Q3",0.0],["2024Q3",0.0]]}
+{"code":"PMQ64.415.06","dimensions":{"C02076V02508":"415","C03326V04013":"06","STATISTIC":"PMQ64"},"observations":[["PERIOD","VALUE"],["2022Q3",4.0],["2023Q3",1.0],["2024Q3",1.0]]}
+{"code":"PMQ64.465.-","dimensions":{"C02076V02508":"465","C03326V04013":"-","STATISTIC":"PMQ64"},"observations":[["PERIOD","VALUE"],["2022Q3",100.0],["2023Q3",100.0],["2024Q3","NA"]]}
+{"code":"PMQ64.465.01","dimensions":{"C02076V02508":"465","C03326V04013":"01","STATISTIC":"PMQ64"},"observations":[["PERIOD","VALUE"],["2022Q3",42.0],["2023Q3",40.0],["2024Q3",45.0]]}
+{"code":"PMQ64.465.02","dimensions":{"C02076V02508":"465","C03326V04013":"02","STATISTIC":"PMQ64"},"observations":[["PERIOD","VALUE"],["2022Q3",18.0],["2023Q3",23.0],["2024Q3",25.0]]}
+{"code":"PMQ64.465.03","dimensions":{"C02076V02508":"465","C03326V04013":"03","STATISTIC":"PMQ64"},"observations":[["PERIOD","VALUE"],["2022Q3",26.0],["2023Q3",16.0],["2024Q3",13.0]]}
+{"code":"PMQ64.465.04","dimensions":{"C02076V02508":"465","C03326V04013":"04","STATISTIC":"PMQ64"},"observations":[["PERIOD","VALUE"],["2022Q3",11.0],["2023Q3",15.0],["2024Q3",13.0]]}
+{"code":"PMQ64.465.05","dimensions":{"C02076V02508":"465","C03326V04013":"05","STATISTIC":"PMQ64"},"observations":[["PERIOD","VALUE"],["2022Q3",2.0],["2023Q3",6.0],["2024Q3",3.0]]}
+{"code":"PMQ64.465.06","dimensions":{"C02076V02508":"465","C03326V04013":"06","STATISTIC":"PMQ64"},"observations":[["PERIOD","VALUE"],["2022Q3",2.0],["2023Q3",1.0],["2024Q3",1.0]]}
+{"code":"PMQ64.500.-","dimensions":{"C02076V02508":"500","C03326V04013":"-","STATISTIC":"PMQ64"},"observations":[["PERIOD","VALUE"],["2022Q3",100.0],["2023Q3",100.0],["2024Q3","NA"]]}
+{"code":"PMQ64.500.01","dimensions":{"C02076V02508":"500","C03326V04013":"01","STATISTIC":"PMQ64"},"observations":[["PERIOD","VALUE"],["2022Q3",22.0],["2023Q3",23.0],["2024Q3",23.0]]}
+{"code":"PMQ64.500.02","dimensions":{"C02076V02508":"500","C03326V04013":"02","STATISTIC":"PMQ64"},"observations":[["PERIOD","VALUE"],["2022Q3",13.0],["2023Q3",14.0],["2024Q3",18.0]]}
+{"code":"PMQ64.500.03","dimensions":{"C02076V02508":"500","C03326V04013":"03","STATISTIC":"PMQ64"},"observations":[["PERIOD","VALUE"],["2022Q3",22.0],["2023Q3",18.0],["2024Q3",21.0]]}
+{"code":"PMQ64.500.04","dimensions":{"C02076V02508":"500","C03326V04013":"04","STATISTIC":"PMQ64"},"observations":[["PERIOD","VALUE"],["2022Q3",14.0],["2023Q3",16.0],["2024Q3",15.0]]}
+{"code":"PMQ64.500.05","dimensions":{"C02076V02508":"500","C03326V04013":"05","STATISTIC":"PMQ64"},"observations":[["PERIOD","VALUE"],["2022Q3",27.0],["2023Q3",28.0],["2024Q3",21.0]]}
+{"code":"PMQ64.500.06","dimensions":{"C02076V02508":"500","C03326V04013":"06","STATISTIC":"PMQ64"},"observations":[["PERIOD","VALUE"],["2022Q3",3.0],["2023Q3",2.0],["2024Q3",1.0]]}
+{"code":"PMQ64.540.-","dimensions":{"C02076V02508":"540","C03326V04013":"-","STATISTIC":"PMQ64"},"observations":[["PERIOD","VALUE"],["2022Q3",100.0],["2023Q3",100.0],["2024Q3","NA"]]}
+{"code":"PMQ64.540.01","dimensions":{"C02076V02508":"540","C03326V04013":"01","STATISTIC":"PMQ64"},"observations":[["PERIOD","VALUE"],["2022Q3",11.0],["2023Q3",15.0],["2024Q3",18.0]]}
+{"code":"PMQ64.540.02","dimensions":{"C02076V02508":"540","C03326V04013":"02","STATISTIC":"PMQ64"},"observations":[["PERIOD","VALUE"],["2022Q3",8.0],["2023Q3",12.0],["2024Q3",16.0]]}
+{"code":"PMQ64.540.03","dimensions":{"C02076V02508":"540","C03326V04013":"03","STATISTIC":"PMQ64"},"observations":[["PERIOD","VALUE"],["2022Q3",17.0],["2023Q3",15.0],["2024Q3",12.0]]}
+{"code":"PMQ64.540.04","dimensions":{"C02076V02508":"540","C03326V04013":"04","STATISTIC":"PMQ64"},"observations":[["PERIOD","VALUE"],["2022Q3",15.0],["2023Q3",13.0],["2024Q3",10.0]]}
+{"code":"PMQ64.540.05","dimensions":{"C02076V02508":"540","C03326V04013":"05","STATISTIC":"PMQ64"},"observations":[["PERIOD","VALUE"],["2022Q3",46.0],["2023Q3",43.0],["2024Q3",41.0]]}
+{"code":"PMQ64.540.06","dimensions":{"C02076V02508":"540","C03326V04013":"06","STATISTIC":"PMQ64"},"observations":[["PERIOD","VALUE"],["2022Q3",3.0],["2023Q3",1.0],["2024Q3",2.0]]}
diff --git a/PMQ69/dataset.json b/PMQ69/dataset.json
index a0b7891b20cd42246988c42f4b3c32a86d500645..7775a788e996f347be7b38a82b407ad81b607aa6 100644
--- a/PMQ69/dataset.json
+++ b/PMQ69/dataset.json
@@ -3,14 +3,14 @@
   "dimensions_codes_order": [
     "STATISTIC",
     "C02199V02655",
-    "C02076V02508",
-    "C04114V04879"
+    "C04114V04879",
+    "C02076V02508"
   ],
   "dimensions_labels": {
     "C02076V02508": "Age Group",
     "C02199V02655": "Sex",
     "C04114V04879": "Pension Scheme Awareness",
-    "STATISTIC": "STATISTIC"
+    "STATISTIC": "Statistic"
   },
   "dimensions_values_labels": {
     "C02076V02508": [
@@ -33,6 +33,10 @@
       [
         "540",
         "55 - 69 years"
+      ],
+      [
+        "-",
+        "All ages"
       ]
     ],
     "C02199V02655": [
@@ -64,9 +68,9 @@
   },
   "name": "Employees who do not have an occupational pension scheme",
   "notes": [
-    "Occupational pension scheme from their current employment. Please see <a rel=\"nofollow\" href=\"https://www.cso.ie/en/releasesandpublications/ep/p-pens/pensioncoverage2022/backgroundnotes/\">Background Notes</a> for further details. .. Sample occurrence too small for estimation.",
+    "Occupational pension scheme from their current employment. <br />Please see <a rel=\"nofollow\" href=\"https://www.cso.ie/en/releasesandpublications/ep/p-pens/pensioncoverage2024/backgroundnotes/\">Background Notes</a> for further details.<br />Persons aged 23 to 59 and who do not have an occupational pension from their current employment will be automatically enrolled in to scheme.<br />Persons outside 23 to 59 age range and who do not have an occupational pension from their current employment can opt in to scheme. <br />.. Sample occurrence too small for estimation.",
     "For more information, please go to the<a rel=\"nofollow\" href=\"https://www.cso.ie/en/releasesandpublications/ep/p-pens/pensioncoverage2022/\"> statistical release page</a> on our website"
   ],
   "source_href": "https://data.cso.ie/table/PMQ69",
-  "updated_at": "2024-02-26T11:00:00Z"
+  "updated_at": "2024-12-19T11:00:00Z"
 }
\ No newline at end of file
diff --git a/PMQ69/series.jsonl b/PMQ69/series.jsonl
index e0ecc41eb51ce780952ea89723c145ecd19f8fa8..45729329d1d453f570d34acef794f9080b3d1439 100644
--- a/PMQ69/series.jsonl
+++ b/PMQ69/series.jsonl
@@ -1,20 +1,24 @@
-{"code":"PMQ69.1.365.10","dimensions":{"C02076V02508":"365","C02199V02655":"1","C04114V04879":"10","STATISTIC":"PMQ69"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3",8.0]]}
-{"code":"PMQ69.1.365.20","dimensions":{"C02076V02508":"365","C02199V02655":"1","C04114V04879":"20","STATISTIC":"PMQ69"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3",92.0]]}
-{"code":"PMQ69.1.415.10","dimensions":{"C02076V02508":"415","C02199V02655":"1","C04114V04879":"10","STATISTIC":"PMQ69"},"observations":[["PERIOD","VALUE"],["2022Q3",17.0],["2023Q3",23.0]]}
-{"code":"PMQ69.1.415.20","dimensions":{"C02076V02508":"415","C02199V02655":"1","C04114V04879":"20","STATISTIC":"PMQ69"},"observations":[["PERIOD","VALUE"],["2022Q3",83.0],["2023Q3",77.0]]}
-{"code":"PMQ69.1.465.10","dimensions":{"C02076V02508":"465","C02199V02655":"1","C04114V04879":"10","STATISTIC":"PMQ69"},"observations":[["PERIOD","VALUE"],["2022Q3",22.0],["2023Q3",20.0]]}
-{"code":"PMQ69.1.465.20","dimensions":{"C02076V02508":"465","C02199V02655":"1","C04114V04879":"20","STATISTIC":"PMQ69"},"observations":[["PERIOD","VALUE"],["2022Q3",78.0],["2023Q3",80.0]]}
-{"code":"PMQ69.1.500.10","dimensions":{"C02076V02508":"500","C02199V02655":"1","C04114V04879":"10","STATISTIC":"PMQ69"},"observations":[["PERIOD","VALUE"],["2022Q3",26.0],["2023Q3",27.0]]}
-{"code":"PMQ69.1.500.20","dimensions":{"C02076V02508":"500","C02199V02655":"1","C04114V04879":"20","STATISTIC":"PMQ69"},"observations":[["PERIOD","VALUE"],["2022Q3",74.0],["2023Q3",73.0]]}
-{"code":"PMQ69.1.540.10","dimensions":{"C02076V02508":"540","C02199V02655":"1","C04114V04879":"10","STATISTIC":"PMQ69"},"observations":[["PERIOD","VALUE"],["2022Q3",26.0],["2023Q3",23.0]]}
-{"code":"PMQ69.1.540.20","dimensions":{"C02076V02508":"540","C02199V02655":"1","C04114V04879":"20","STATISTIC":"PMQ69"},"observations":[["PERIOD","VALUE"],["2022Q3",74.0],["2023Q3",77.0]]}
-{"code":"PMQ69.2.365.10","dimensions":{"C02076V02508":"365","C02199V02655":"2","C04114V04879":"10","STATISTIC":"PMQ69"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3",11.0]]}
-{"code":"PMQ69.2.365.20","dimensions":{"C02076V02508":"365","C02199V02655":"2","C04114V04879":"20","STATISTIC":"PMQ69"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3",89.0]]}
-{"code":"PMQ69.2.415.10","dimensions":{"C02076V02508":"415","C02199V02655":"2","C04114V04879":"10","STATISTIC":"PMQ69"},"observations":[["PERIOD","VALUE"],["2022Q3",15.0],["2023Q3",16.0]]}
-{"code":"PMQ69.2.415.20","dimensions":{"C02076V02508":"415","C02199V02655":"2","C04114V04879":"20","STATISTIC":"PMQ69"},"observations":[["PERIOD","VALUE"],["2022Q3",85.0],["2023Q3",84.0]]}
-{"code":"PMQ69.2.465.10","dimensions":{"C02076V02508":"465","C02199V02655":"2","C04114V04879":"10","STATISTIC":"PMQ69"},"observations":[["PERIOD","VALUE"],["2022Q3",17.0],["2023Q3",17.0]]}
-{"code":"PMQ69.2.465.20","dimensions":{"C02076V02508":"465","C02199V02655":"2","C04114V04879":"20","STATISTIC":"PMQ69"},"observations":[["PERIOD","VALUE"],["2022Q3",83.0],["2023Q3",83.0]]}
-{"code":"PMQ69.2.500.10","dimensions":{"C02076V02508":"500","C02199V02655":"2","C04114V04879":"10","STATISTIC":"PMQ69"},"observations":[["PERIOD","VALUE"],["2022Q3",17.0],["2023Q3",21.0]]}
-{"code":"PMQ69.2.500.20","dimensions":{"C02076V02508":"500","C02199V02655":"2","C04114V04879":"20","STATISTIC":"PMQ69"},"observations":[["PERIOD","VALUE"],["2022Q3",83.0],["2023Q3",79.0]]}
-{"code":"PMQ69.2.540.10","dimensions":{"C02076V02508":"540","C02199V02655":"2","C04114V04879":"10","STATISTIC":"PMQ69"},"observations":[["PERIOD","VALUE"],["2022Q3",22.0],["2023Q3",24.0]]}
-{"code":"PMQ69.2.540.20","dimensions":{"C02076V02508":"540","C02199V02655":"2","C04114V04879":"20","STATISTIC":"PMQ69"},"observations":[["PERIOD","VALUE"],["2022Q3",78.0],["2023Q3",76.0]]}
+{"code":"PMQ69.1.10.-","dimensions":{"C02076V02508":"-","C02199V02655":"1","C04114V04879":"10","STATISTIC":"PMQ69"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3",28.0]]}
+{"code":"PMQ69.1.10.365","dimensions":{"C02076V02508":"365","C02199V02655":"1","C04114V04879":"10","STATISTIC":"PMQ69"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3",8.0],["2024Q3",17.0]]}
+{"code":"PMQ69.1.10.415","dimensions":{"C02076V02508":"415","C02199V02655":"1","C04114V04879":"10","STATISTIC":"PMQ69"},"observations":[["PERIOD","VALUE"],["2022Q3",17.0],["2023Q3",23.0],["2024Q3",26.0]]}
+{"code":"PMQ69.1.10.465","dimensions":{"C02076V02508":"465","C02199V02655":"1","C04114V04879":"10","STATISTIC":"PMQ69"},"observations":[["PERIOD","VALUE"],["2022Q3",22.0],["2023Q3",20.0],["2024Q3",31.0]]}
+{"code":"PMQ69.1.10.500","dimensions":{"C02076V02508":"500","C02199V02655":"1","C04114V04879":"10","STATISTIC":"PMQ69"},"observations":[["PERIOD","VALUE"],["2022Q3",26.0],["2023Q3",27.0],["2024Q3",36.0]]}
+{"code":"PMQ69.1.10.540","dimensions":{"C02076V02508":"540","C02199V02655":"1","C04114V04879":"10","STATISTIC":"PMQ69"},"observations":[["PERIOD","VALUE"],["2022Q3",26.0],["2023Q3",23.0],["2024Q3",35.0]]}
+{"code":"PMQ69.1.20.-","dimensions":{"C02076V02508":"-","C02199V02655":"1","C04114V04879":"20","STATISTIC":"PMQ69"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3",72.0]]}
+{"code":"PMQ69.1.20.365","dimensions":{"C02076V02508":"365","C02199V02655":"1","C04114V04879":"20","STATISTIC":"PMQ69"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3",92.0],["2024Q3",83.0]]}
+{"code":"PMQ69.1.20.415","dimensions":{"C02076V02508":"415","C02199V02655":"1","C04114V04879":"20","STATISTIC":"PMQ69"},"observations":[["PERIOD","VALUE"],["2022Q3",83.0],["2023Q3",77.0],["2024Q3",74.0]]}
+{"code":"PMQ69.1.20.465","dimensions":{"C02076V02508":"465","C02199V02655":"1","C04114V04879":"20","STATISTIC":"PMQ69"},"observations":[["PERIOD","VALUE"],["2022Q3",78.0],["2023Q3",80.0],["2024Q3",69.0]]}
+{"code":"PMQ69.1.20.500","dimensions":{"C02076V02508":"500","C02199V02655":"1","C04114V04879":"20","STATISTIC":"PMQ69"},"observations":[["PERIOD","VALUE"],["2022Q3",74.0],["2023Q3",73.0],["2024Q3",64.0]]}
+{"code":"PMQ69.1.20.540","dimensions":{"C02076V02508":"540","C02199V02655":"1","C04114V04879":"20","STATISTIC":"PMQ69"},"observations":[["PERIOD","VALUE"],["2022Q3",74.0],["2023Q3",77.0],["2024Q3",65.0]]}
+{"code":"PMQ69.2.10.-","dimensions":{"C02076V02508":"-","C02199V02655":"2","C04114V04879":"10","STATISTIC":"PMQ69"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3",27.0]]}
+{"code":"PMQ69.2.10.365","dimensions":{"C02076V02508":"365","C02199V02655":"2","C04114V04879":"10","STATISTIC":"PMQ69"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3",11.0],["2024Q3",19.0]]}
+{"code":"PMQ69.2.10.415","dimensions":{"C02076V02508":"415","C02199V02655":"2","C04114V04879":"10","STATISTIC":"PMQ69"},"observations":[["PERIOD","VALUE"],["2022Q3",15.0],["2023Q3",16.0],["2024Q3",25.0]]}
+{"code":"PMQ69.2.10.465","dimensions":{"C02076V02508":"465","C02199V02655":"2","C04114V04879":"10","STATISTIC":"PMQ69"},"observations":[["PERIOD","VALUE"],["2022Q3",17.0],["2023Q3",17.0],["2024Q3",28.0]]}
+{"code":"PMQ69.2.10.500","dimensions":{"C02076V02508":"500","C02199V02655":"2","C04114V04879":"10","STATISTIC":"PMQ69"},"observations":[["PERIOD","VALUE"],["2022Q3",17.0],["2023Q3",21.0],["2024Q3",32.0]]}
+{"code":"PMQ69.2.10.540","dimensions":{"C02076V02508":"540","C02199V02655":"2","C04114V04879":"10","STATISTIC":"PMQ69"},"observations":[["PERIOD","VALUE"],["2022Q3",22.0],["2023Q3",24.0],["2024Q3",33.0]]}
+{"code":"PMQ69.2.20.-","dimensions":{"C02076V02508":"-","C02199V02655":"2","C04114V04879":"20","STATISTIC":"PMQ69"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3",73.0]]}
+{"code":"PMQ69.2.20.365","dimensions":{"C02076V02508":"365","C02199V02655":"2","C04114V04879":"20","STATISTIC":"PMQ69"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3",89.0],["2024Q3",81.0]]}
+{"code":"PMQ69.2.20.415","dimensions":{"C02076V02508":"415","C02199V02655":"2","C04114V04879":"20","STATISTIC":"PMQ69"},"observations":[["PERIOD","VALUE"],["2022Q3",85.0],["2023Q3",84.0],["2024Q3",75.0]]}
+{"code":"PMQ69.2.20.465","dimensions":{"C02076V02508":"465","C02199V02655":"2","C04114V04879":"20","STATISTIC":"PMQ69"},"observations":[["PERIOD","VALUE"],["2022Q3",83.0],["2023Q3",83.0],["2024Q3",72.0]]}
+{"code":"PMQ69.2.20.500","dimensions":{"C02076V02508":"500","C02199V02655":"2","C04114V04879":"20","STATISTIC":"PMQ69"},"observations":[["PERIOD","VALUE"],["2022Q3",83.0],["2023Q3",79.0],["2024Q3",68.0]]}
+{"code":"PMQ69.2.20.540","dimensions":{"C02076V02508":"540","C02199V02655":"2","C04114V04879":"20","STATISTIC":"PMQ69"},"observations":[["PERIOD","VALUE"],["2022Q3",78.0],["2023Q3",76.0],["2024Q3",67.0]]}
diff --git a/PMQ70/dataset.json b/PMQ70/dataset.json
index b807a91a2d3db595308865fd5cd3dd1d729028ee..d37cb7afdbd7fbc758ead07aec8bd8f7c66de89e 100644
--- a/PMQ70/dataset.json
+++ b/PMQ70/dataset.json
@@ -32,9 +32,9 @@
   },
   "name": "Employees who do not have an occupational pension scheme",
   "notes": [
-    "Occupational pension scheme from their current employment. <br />Please see <a rel=\"nofollow\" href=\"https://www.cso.ie/en/releasesandpublications/ep/p-pens/pensioncoverage2022/backgroundnotes/\">Background Notes</a> for further details. <br />.. Sample occurrence too small for estimation.",
+    "Occupational pension scheme from their current employment. <br />Please see <a rel=\"nofollow\" href=\"https://www.cso.ie/en/releasesandpublications/ep/p-pens/pensioncoverage2022/backgroundnotes/\">Background Notes</a> for further details.<br />Persons aged 23 to 59 and who do not have an occupational pension from their current employment will be automatically enrolled in to scheme.<br />Persons outside 23 to 59 age range and who do not have an occupational pension from their current employment can opt in to scheme.<br />People are eligible for auto enrolment scheme up to their 60 birthday. <br />.. Sample occurrence too small for estimation.",
     "For more information, please go to the<a rel=\"nofollow\" href=\"https://www.cso.ie/en/releasesandpublications/ep/p-pens/pensioncoverage2022/\"> statistical release page </a>on our website"
   ],
   "source_href": "https://data.cso.ie/table/PMQ70",
-  "updated_at": "2024-02-26T11:00:00Z"
+  "updated_at": "2024-12-19T11:00:00Z"
 }
\ No newline at end of file
diff --git a/PMQ70/series.jsonl b/PMQ70/series.jsonl
index d6a179ac9baf7d7ed9e81ac9d41c7ddd44ad262b..1c7ee7a6ef3e7d15ad4445d1c24038903c0fe9e9 100644
--- a/PMQ70/series.jsonl
+++ b/PMQ70/series.jsonl
@@ -1,4 +1,4 @@
-{"code":"PMQ70C01.10","dimensions":{"C04114V04879":"10","STATISTIC":"PMQ70C01"},"observations":[["PERIOD","VALUE"],["2022Q3",19.0],["2023Q3",20.0]]}
-{"code":"PMQ70C01.20","dimensions":{"C04114V04879":"20","STATISTIC":"PMQ70C01"},"observations":[["PERIOD","VALUE"],["2022Q3",82.0],["2023Q3",80.0]]}
-{"code":"PMQ70C02.10","dimensions":{"C04114V04879":"10","STATISTIC":"PMQ70C02"},"observations":[["PERIOD","VALUE"],["2022Q3",16.0],["2023Q3",15.0]]}
-{"code":"PMQ70C02.20","dimensions":{"C04114V04879":"20","STATISTIC":"PMQ70C02"},"observations":[["PERIOD","VALUE"],["2022Q3",84.0],["2023Q3",85.0]]}
+{"code":"PMQ70C01.10","dimensions":{"C04114V04879":"10","STATISTIC":"PMQ70C01"},"observations":[["PERIOD","VALUE"],["2022Q3",19.0],["2023Q3",20.0],["2024Q3",29.0]]}
+{"code":"PMQ70C01.20","dimensions":{"C04114V04879":"20","STATISTIC":"PMQ70C01"},"observations":[["PERIOD","VALUE"],["2022Q3",82.0],["2023Q3",80.0],["2024Q3",71.0]]}
+{"code":"PMQ70C02.10","dimensions":{"C04114V04879":"10","STATISTIC":"PMQ70C02"},"observations":[["PERIOD","VALUE"],["2022Q3",16.0],["2023Q3",15.0],["2024Q3",21.0]]}
+{"code":"PMQ70C02.20","dimensions":{"C04114V04879":"20","STATISTIC":"PMQ70C02"},"observations":[["PERIOD","VALUE"],["2022Q3",84.0],["2023Q3",85.0],["2024Q3",79.0]]}
diff --git a/PMQ71/dataset.json b/PMQ71/dataset.json
index 032626c6566b6b754bb6a0b6aa854e5bcb74def3..534bb25fd05d10c9e886119bf90538ea9e4d2f39 100644
--- a/PMQ71/dataset.json
+++ b/PMQ71/dataset.json
@@ -8,7 +8,7 @@
   "dimensions_labels": {
     "C02539V03074": "Nationality",
     "C04114V04879": "Pension Scheme Awareness",
-    "STATISTIC": "STATISTIC"
+    "STATISTIC": "Statistic"
   },
   "dimensions_values_labels": {
     "C02539V03074": [
@@ -19,6 +19,10 @@
       [
         "IE05",
         "Non-Irish"
+      ],
+      [
+        "-",
+        "All nationalities"
       ]
     ],
     "C04114V04879": [
@@ -40,9 +44,9 @@
   },
   "name": "Employees who do not have an occupational pension scheme",
   "notes": [
-    "Occupational pension scheme from their current employment. Please see <a rel=\"nofollow\" href=\"https://www.cso.ie/en/releasesandpublications/ep/p-pens/pensioncoverage2022/backgroundnotes/\">Background Notes</a> for further details. .. Sample occurrence too small for estimation.",
+    "Occupational pension scheme from their current employment. <br />Please see Background Notes for further details.<br />Persons aged 23 to 59 and who do not have an occupational pension from their current employment will be automatically enrolled in to scheme.<br />Persons outside 23 to 59 age range and who do not have an occupational pension from their current employment can opt in to scheme.<br />.. Sample occurrence too small for estimation.",
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/releasesandpublications/ep/p-pens/pensioncoverage2022/\">statistical release page </a>on our website"
   ],
   "source_href": "https://data.cso.ie/table/PMQ71",
-  "updated_at": "2024-02-26T11:00:00Z"
+  "updated_at": "2024-12-19T11:00:00Z"
 }
\ No newline at end of file
diff --git a/PMQ71/series.jsonl b/PMQ71/series.jsonl
index f4da64297cf2c5e6a5596fe310bc0ed5aeee7ee5..86f7d816fb06600a848d18424c0db1f00052c1ae 100644
--- a/PMQ71/series.jsonl
+++ b/PMQ71/series.jsonl
@@ -1,4 +1,6 @@
-{"code":"PMQ71.10.IE","dimensions":{"C02539V03074":"IE","C04114V04879":"10","STATISTIC":"PMQ71"},"observations":[["PERIOD","VALUE"],["2022Q3",20.0],["2023Q3",20.0]]}
-{"code":"PMQ71.10.IE05","dimensions":{"C02539V03074":"IE05","C04114V04879":"10","STATISTIC":"PMQ71"},"observations":[["PERIOD","VALUE"],["2022Q3",12.0],["2023Q3",14.0]]}
-{"code":"PMQ71.20.IE","dimensions":{"C02539V03074":"IE","C04114V04879":"20","STATISTIC":"PMQ71"},"observations":[["PERIOD","VALUE"],["2022Q3",80.0],["2023Q3",81.0]]}
-{"code":"PMQ71.20.IE05","dimensions":{"C02539V03074":"IE05","C04114V04879":"20","STATISTIC":"PMQ71"},"observations":[["PERIOD","VALUE"],["2022Q3",88.0],["2023Q3",86.0]]}
+{"code":"PMQ71.10.-","dimensions":{"C02539V03074":"-","C04114V04879":"10","STATISTIC":"PMQ71"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3",28.0]]}
+{"code":"PMQ71.10.IE","dimensions":{"C02539V03074":"IE","C04114V04879":"10","STATISTIC":"PMQ71"},"observations":[["PERIOD","VALUE"],["2022Q3",20.0],["2023Q3",20.0],["2024Q3",31.0]]}
+{"code":"PMQ71.10.IE05","dimensions":{"C02539V03074":"IE05","C04114V04879":"10","STATISTIC":"PMQ71"},"observations":[["PERIOD","VALUE"],["2022Q3",12.0],["2023Q3",14.0],["2024Q3",16.0]]}
+{"code":"PMQ71.20.-","dimensions":{"C02539V03074":"-","C04114V04879":"20","STATISTIC":"PMQ71"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3",72.0]]}
+{"code":"PMQ71.20.IE","dimensions":{"C02539V03074":"IE","C04114V04879":"20","STATISTIC":"PMQ71"},"observations":[["PERIOD","VALUE"],["2022Q3",80.0],["2023Q3",81.0],["2024Q3",69.0]]}
+{"code":"PMQ71.20.IE05","dimensions":{"C02539V03074":"IE05","C04114V04879":"20","STATISTIC":"PMQ71"},"observations":[["PERIOD","VALUE"],["2022Q3",88.0],["2023Q3",86.0],["2024Q3",84.0]]}
diff --git a/PMQ72/dataset.json b/PMQ72/dataset.json
index 1cda97aa7e874b88cbbf37aaa616fc21e87f4ecb..15d3b9db5696caa3403a8e49adc2a7376e2c1c33 100644
--- a/PMQ72/dataset.json
+++ b/PMQ72/dataset.json
@@ -68,9 +68,9 @@
   },
   "name": "Employees who do not have an occupational pension scheme",
   "notes": [
-    "Occupational pension scheme from their current employment. Please see <a rel=\"nofollow\" href=\"https://www.cso.ie/en/releasesandpublications/ep/p-pens/pensioncoverage2022/backgroundnotes/\">Background Notes</a> for further details&#8230; Sample occurrence too small for estimation.",
+    "Occupational pension scheme from their current employment. <br />Please see Background Notes for further details.<br />.. Sample occurrence too small for estimation.",
     "For more information, please go to the<a rel=\"nofollow\" href=\"https://www.cso.ie/en/releasesandpublications/ep/p-pens/pensioncoverage2022/\"> statistical release page </a>on our website"
   ],
   "source_href": "https://data.cso.ie/table/PMQ72",
-  "updated_at": "2024-02-26T11:00:00Z"
+  "updated_at": "2024-12-19T11:00:00Z"
 }
\ No newline at end of file
diff --git a/PMQ72/series.jsonl b/PMQ72/series.jsonl
index 038b75450e79cbd5180edace384019aaaa026500..2fa65c18f89e38f1fcc1eed8de13fc18ddbed62e 100644
--- a/PMQ72/series.jsonl
+++ b/PMQ72/series.jsonl
@@ -1,24 +1,24 @@
-{"code":"PMQ72.10.110.1","dimensions":{"C02175V02621":"110","C02472V02994":"1","C04114V04879":"10","STATISTIC":"PMQ72"},"observations":[["PERIOD","VALUE"],["2022Q3",23.0],["2023Q3",20.0]]}
-{"code":"PMQ72.10.110.2","dimensions":{"C02175V02621":"110","C02472V02994":"2","C04114V04879":"10","STATISTIC":"PMQ72"},"observations":[["PERIOD","VALUE"],["2022Q3",13.0],["2023Q3",16.0]]}
-{"code":"PMQ72.10.244.1","dimensions":{"C02175V02621":"244","C02472V02994":"1","C04114V04879":"10","STATISTIC":"PMQ72"},"observations":[["PERIOD","VALUE"],["2022Q3",17.0],["2023Q3",22.0]]}
-{"code":"PMQ72.10.244.2","dimensions":{"C02175V02621":"244","C02472V02994":"2","C04114V04879":"10","STATISTIC":"PMQ72"},"observations":[["PERIOD","VALUE"],["2022Q3",16.0],["2023Q3",17.0]]}
-{"code":"PMQ72.10.27.1","dimensions":{"C02175V02621":"27","C02472V02994":"1","C04114V04879":"10","STATISTIC":"PMQ72"},"observations":[["PERIOD","VALUE"],["2022Q3",19.0],["2023Q3",22.0]]}
-{"code":"PMQ72.10.27.2","dimensions":{"C02175V02621":"27","C02472V02994":"2","C04114V04879":"10","STATISTIC":"PMQ72"},"observations":[["PERIOD","VALUE"],["2022Q3",10.0],["2023Q3",11.0]]}
-{"code":"PMQ72.10.30.1","dimensions":{"C02175V02621":"30","C02472V02994":"1","C04114V04879":"10","STATISTIC":"PMQ72"},"observations":[["PERIOD","VALUE"],["2022Q3",19.0],["2023Q3",19.0]]}
-{"code":"PMQ72.10.30.2","dimensions":{"C02175V02621":"30","C02472V02994":"2","C04114V04879":"10","STATISTIC":"PMQ72"},"observations":[["PERIOD","VALUE"],["2022Q3",22.0],["2023Q3","NA"]]}
-{"code":"PMQ72.10.37.1","dimensions":{"C02175V02621":"37","C02472V02994":"1","C04114V04879":"10","STATISTIC":"PMQ72"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"]]}
-{"code":"PMQ72.10.37.2","dimensions":{"C02175V02621":"37","C02472V02994":"2","C04114V04879":"10","STATISTIC":"PMQ72"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"]]}
-{"code":"PMQ72.10.431.1","dimensions":{"C02175V02621":"431","C02472V02994":"1","C04114V04879":"10","STATISTIC":"PMQ72"},"observations":[["PERIOD","VALUE"],["2022Q3",22.0],["2023Q3",10.0]]}
-{"code":"PMQ72.10.431.2","dimensions":{"C02175V02621":"431","C02472V02994":"2","C04114V04879":"10","STATISTIC":"PMQ72"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3",9.0]]}
-{"code":"PMQ72.20.110.1","dimensions":{"C02175V02621":"110","C02472V02994":"1","C04114V04879":"20","STATISTIC":"PMQ72"},"observations":[["PERIOD","VALUE"],["2022Q3",77.0],["2023Q3",80.0]]}
-{"code":"PMQ72.20.110.2","dimensions":{"C02175V02621":"110","C02472V02994":"2","C04114V04879":"20","STATISTIC":"PMQ72"},"observations":[["PERIOD","VALUE"],["2022Q3",87.0],["2023Q3",84.0]]}
-{"code":"PMQ72.20.244.1","dimensions":{"C02175V02621":"244","C02472V02994":"1","C04114V04879":"20","STATISTIC":"PMQ72"},"observations":[["PERIOD","VALUE"],["2022Q3",83.0],["2023Q3",78.0]]}
-{"code":"PMQ72.20.244.2","dimensions":{"C02175V02621":"244","C02472V02994":"2","C04114V04879":"20","STATISTIC":"PMQ72"},"observations":[["PERIOD","VALUE"],["2022Q3",84.0],["2023Q3",83.0]]}
-{"code":"PMQ72.20.27.1","dimensions":{"C02175V02621":"27","C02472V02994":"1","C04114V04879":"20","STATISTIC":"PMQ72"},"observations":[["PERIOD","VALUE"],["2022Q3",81.0],["2023Q3",78.0]]}
-{"code":"PMQ72.20.27.2","dimensions":{"C02175V02621":"27","C02472V02994":"2","C04114V04879":"20","STATISTIC":"PMQ72"},"observations":[["PERIOD","VALUE"],["2022Q3",90.0],["2023Q3",89.0]]}
-{"code":"PMQ72.20.30.1","dimensions":{"C02175V02621":"30","C02472V02994":"1","C04114V04879":"20","STATISTIC":"PMQ72"},"observations":[["PERIOD","VALUE"],["2022Q3",81.0],["2023Q3",81.0]]}
-{"code":"PMQ72.20.30.2","dimensions":{"C02175V02621":"30","C02472V02994":"2","C04114V04879":"20","STATISTIC":"PMQ72"},"observations":[["PERIOD","VALUE"],["2022Q3",79.0],["2023Q3","NA"]]}
-{"code":"PMQ72.20.37.1","dimensions":{"C02175V02621":"37","C02472V02994":"1","C04114V04879":"20","STATISTIC":"PMQ72"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"]]}
-{"code":"PMQ72.20.37.2","dimensions":{"C02175V02621":"37","C02472V02994":"2","C04114V04879":"20","STATISTIC":"PMQ72"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"]]}
-{"code":"PMQ72.20.431.1","dimensions":{"C02175V02621":"431","C02472V02994":"1","C04114V04879":"20","STATISTIC":"PMQ72"},"observations":[["PERIOD","VALUE"],["2022Q3",78.0],["2023Q3",90.0]]}
-{"code":"PMQ72.20.431.2","dimensions":{"C02175V02621":"431","C02472V02994":"2","C04114V04879":"20","STATISTIC":"PMQ72"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3",91.0]]}
+{"code":"PMQ72.10.110.1","dimensions":{"C02175V02621":"110","C02472V02994":"1","C04114V04879":"10","STATISTIC":"PMQ72"},"observations":[["PERIOD","VALUE"],["2022Q3",23.0],["2023Q3",20.0],["2024Q3",32.0]]}
+{"code":"PMQ72.10.110.2","dimensions":{"C02175V02621":"110","C02472V02994":"2","C04114V04879":"10","STATISTIC":"PMQ72"},"observations":[["PERIOD","VALUE"],["2022Q3",13.0],["2023Q3",16.0],["2024Q3",23.0]]}
+{"code":"PMQ72.10.244.1","dimensions":{"C02175V02621":"244","C02472V02994":"1","C04114V04879":"10","STATISTIC":"PMQ72"},"observations":[["PERIOD","VALUE"],["2022Q3",17.0],["2023Q3",22.0],["2024Q3",35.0]]}
+{"code":"PMQ72.10.244.2","dimensions":{"C02175V02621":"244","C02472V02994":"2","C04114V04879":"10","STATISTIC":"PMQ72"},"observations":[["PERIOD","VALUE"],["2022Q3",16.0],["2023Q3",17.0],["2024Q3",23.0]]}
+{"code":"PMQ72.10.27.1","dimensions":{"C02175V02621":"27","C02472V02994":"1","C04114V04879":"10","STATISTIC":"PMQ72"},"observations":[["PERIOD","VALUE"],["2022Q3",19.0],["2023Q3",22.0],["2024Q3",26.0]]}
+{"code":"PMQ72.10.27.2","dimensions":{"C02175V02621":"27","C02472V02994":"2","C04114V04879":"10","STATISTIC":"PMQ72"},"observations":[["PERIOD","VALUE"],["2022Q3",10.0],["2023Q3",11.0],["2024Q3",13.0]]}
+{"code":"PMQ72.10.30.1","dimensions":{"C02175V02621":"30","C02472V02994":"1","C04114V04879":"10","STATISTIC":"PMQ72"},"observations":[["PERIOD","VALUE"],["2022Q3",19.0],["2023Q3",19.0],["2024Q3",30.0]]}
+{"code":"PMQ72.10.30.2","dimensions":{"C02175V02621":"30","C02472V02994":"2","C04114V04879":"10","STATISTIC":"PMQ72"},"observations":[["PERIOD","VALUE"],["2022Q3",22.0],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ72.10.37.1","dimensions":{"C02175V02621":"37","C02472V02994":"1","C04114V04879":"10","STATISTIC":"PMQ72"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ72.10.37.2","dimensions":{"C02175V02621":"37","C02472V02994":"2","C04114V04879":"10","STATISTIC":"PMQ72"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ72.10.431.1","dimensions":{"C02175V02621":"431","C02472V02994":"1","C04114V04879":"10","STATISTIC":"PMQ72"},"observations":[["PERIOD","VALUE"],["2022Q3",22.0],["2023Q3",10.0],["2024Q3",29.0]]}
+{"code":"PMQ72.10.431.2","dimensions":{"C02175V02621":"431","C02472V02994":"2","C04114V04879":"10","STATISTIC":"PMQ72"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3",9.0],["2024Q3","NA"]]}
+{"code":"PMQ72.20.110.1","dimensions":{"C02175V02621":"110","C02472V02994":"1","C04114V04879":"20","STATISTIC":"PMQ72"},"observations":[["PERIOD","VALUE"],["2022Q3",77.0],["2023Q3",80.0],["2024Q3",68.0]]}
+{"code":"PMQ72.20.110.2","dimensions":{"C02175V02621":"110","C02472V02994":"2","C04114V04879":"20","STATISTIC":"PMQ72"},"observations":[["PERIOD","VALUE"],["2022Q3",87.0],["2023Q3",84.0],["2024Q3",77.0]]}
+{"code":"PMQ72.20.244.1","dimensions":{"C02175V02621":"244","C02472V02994":"1","C04114V04879":"20","STATISTIC":"PMQ72"},"observations":[["PERIOD","VALUE"],["2022Q3",83.0],["2023Q3",78.0],["2024Q3",65.0]]}
+{"code":"PMQ72.20.244.2","dimensions":{"C02175V02621":"244","C02472V02994":"2","C04114V04879":"20","STATISTIC":"PMQ72"},"observations":[["PERIOD","VALUE"],["2022Q3",84.0],["2023Q3",83.0],["2024Q3",77.0]]}
+{"code":"PMQ72.20.27.1","dimensions":{"C02175V02621":"27","C02472V02994":"1","C04114V04879":"20","STATISTIC":"PMQ72"},"observations":[["PERIOD","VALUE"],["2022Q3",81.0],["2023Q3",78.0],["2024Q3",74.0]]}
+{"code":"PMQ72.20.27.2","dimensions":{"C02175V02621":"27","C02472V02994":"2","C04114V04879":"20","STATISTIC":"PMQ72"},"observations":[["PERIOD","VALUE"],["2022Q3",90.0],["2023Q3",89.0],["2024Q3",87.0]]}
+{"code":"PMQ72.20.30.1","dimensions":{"C02175V02621":"30","C02472V02994":"1","C04114V04879":"20","STATISTIC":"PMQ72"},"observations":[["PERIOD","VALUE"],["2022Q3",81.0],["2023Q3",81.0],["2024Q3",70.0]]}
+{"code":"PMQ72.20.30.2","dimensions":{"C02175V02621":"30","C02472V02994":"2","C04114V04879":"20","STATISTIC":"PMQ72"},"observations":[["PERIOD","VALUE"],["2022Q3",79.0],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ72.20.37.1","dimensions":{"C02175V02621":"37","C02472V02994":"1","C04114V04879":"20","STATISTIC":"PMQ72"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ72.20.37.2","dimensions":{"C02175V02621":"37","C02472V02994":"2","C04114V04879":"20","STATISTIC":"PMQ72"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ72.20.431.1","dimensions":{"C02175V02621":"431","C02472V02994":"1","C04114V04879":"20","STATISTIC":"PMQ72"},"observations":[["PERIOD","VALUE"],["2022Q3",78.0],["2023Q3",90.0],["2024Q3",71.0]]}
+{"code":"PMQ72.20.431.2","dimensions":{"C02175V02621":"431","C02472V02994":"2","C04114V04879":"20","STATISTIC":"PMQ72"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3",91.0],["2024Q3","NA"]]}
diff --git a/PMQ73/dataset.json b/PMQ73/dataset.json
index 1e9053ac2864a4845ba7f19ba179ddc3d5129bfb..53c8f29738a651491f39dcfc5005ffcea3c331f9 100644
--- a/PMQ73/dataset.json
+++ b/PMQ73/dataset.json
@@ -60,9 +60,9 @@
   },
   "name": "Employees who do not have an occupational pension scheme (but to whom the scheme applies) who have heard of the auto enrolment scheme by their willingness to remain if opted into the scheme",
   "notes": [
-    "Occupational pension scheme from their current employment. <br />Please see <a rel=\"nofollow\" href=\"https://www.cso.ie/en/releasesandpublications/ep/p-pens/pensioncoverage2022/backgroundnotes/\">Background Notes</a> for further details.<br />Not stated includes people who don&#39;t know.<br />.. Sample occurrence too small for estimation.",
+    "Occupational pension scheme from their current employment. <br />Please see <a rel=\"nofollow\" href=\"https://www.cso.ie/en/releasesandpublications/ep/p-pens/pensioncoverage2024/backgroundnotes/\">Background Notes</a> for further details.<br />Not stated includes people who don&#39;t know.<br />People are eligible for auto enrolment scheme up to their 60 birthday.<br />.. Sample occurrence too small for estimation.",
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/releasesandpublications/ep/p-pens/pensioncoverage2022/\">statistical release page</a> on our website"
   ],
   "source_href": "https://data.cso.ie/table/PMQ73",
-  "updated_at": "2024-02-26T11:00:00Z"
+  "updated_at": "2024-12-19T11:00:00Z"
 }
\ No newline at end of file
diff --git a/PMQ73/series.jsonl b/PMQ73/series.jsonl
index 2630f7baf421cd082cac11e76d39ac2f2add1ea9..14309d2a7b640f521d36bb07c79cd7030db8bcfa 100644
--- a/PMQ73/series.jsonl
+++ b/PMQ73/series.jsonl
@@ -1,36 +1,36 @@
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-{"code":"PMQ73C01.-.4025","dimensions":{"C02076V02508":"4025","C02199V02655":"-","STATISTIC":"PMQ73C01"},"observations":[["PERIOD","VALUE"],["2022Q3",65.0],["2023Q3",81.0]]}
-{"code":"PMQ73C01.-.465","dimensions":{"C02076V02508":"465","C02199V02655":"-","STATISTIC":"PMQ73C01"},"observations":[["PERIOD","VALUE"],["2022Q3",70.0],["2023Q3",76.0]]}
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-{"code":"PMQ73C01.1.-","dimensions":{"C02076V02508":"-","C02199V02655":"1","STATISTIC":"PMQ73C01"},"observations":[["PERIOD","VALUE"],["2022Q3",61.0],["2023Q3",75.0]]}
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-{"code":"PMQ73C01.2.-","dimensions":{"C02076V02508":"-","C02199V02655":"2","STATISTIC":"PMQ73C01"},"observations":[["PERIOD","VALUE"],["2022Q3",69.0],["2023Q3",69.0]]}
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-{"code":"PMQ73C02.1.4025","dimensions":{"C02076V02508":"4025","C02199V02655":"1","STATISTIC":"PMQ73C02"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"]]}
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-{"code":"PMQ73C02.2.4025","dimensions":{"C02076V02508":"4025","C02199V02655":"2","STATISTIC":"PMQ73C02"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"]]}
-{"code":"PMQ73C02.2.465","dimensions":{"C02076V02508":"465","C02199V02655":"2","STATISTIC":"PMQ73C02"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3",11.0]]}
-{"code":"PMQ73C02.2.504","dimensions":{"C02076V02508":"504","C02199V02655":"2","STATISTIC":"PMQ73C02"},"observations":[["PERIOD","VALUE"],["2022Q3",17.0],["2023Q3",13.0]]}
-{"code":"PMQ73C03.-.-","dimensions":{"C02076V02508":"-","C02199V02655":"-","STATISTIC":"PMQ73C03"},"observations":[["PERIOD","VALUE"],["2022Q3",16.0],["2023Q3",16.0]]}
-{"code":"PMQ73C03.-.4025","dimensions":{"C02076V02508":"4025","C02199V02655":"-","STATISTIC":"PMQ73C03"},"observations":[["PERIOD","VALUE"],["2022Q3",14.0],["2023Q3",9.0]]}
-{"code":"PMQ73C03.-.465","dimensions":{"C02076V02508":"465","C02199V02655":"-","STATISTIC":"PMQ73C03"},"observations":[["PERIOD","VALUE"],["2022Q3",9.0],["2023Q3",11.0]]}
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-{"code":"PMQ73C03.1.504","dimensions":{"C02076V02508":"504","C02199V02655":"1","STATISTIC":"PMQ73C03"},"observations":[["PERIOD","VALUE"],["2022Q3",21.0],["2023Q3",21.0]]}
-{"code":"PMQ73C03.2.-","dimensions":{"C02076V02508":"-","C02199V02655":"2","STATISTIC":"PMQ73C03"},"observations":[["PERIOD","VALUE"],["2022Q3",16.0],["2023Q3",20.0]]}
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+{"code":"PMQ73C01.1.504","dimensions":{"C02076V02508":"504","C02199V02655":"1","STATISTIC":"PMQ73C01"},"observations":[["PERIOD","VALUE"],["2022Q3",64.0],["2023Q3",68.0],["2024Q3",69.0]]}
+{"code":"PMQ73C01.2.-","dimensions":{"C02076V02508":"-","C02199V02655":"2","STATISTIC":"PMQ73C01"},"observations":[["PERIOD","VALUE"],["2022Q3",69.0],["2023Q3",69.0],["2024Q3",73.0]]}
+{"code":"PMQ73C01.2.4025","dimensions":{"C02076V02508":"4025","C02199V02655":"2","STATISTIC":"PMQ73C01"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3",82.0]]}
+{"code":"PMQ73C01.2.465","dimensions":{"C02076V02508":"465","C02199V02655":"2","STATISTIC":"PMQ73C01"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3",77.0],["2024Q3",78.0]]}
+{"code":"PMQ73C01.2.504","dimensions":{"C02076V02508":"504","C02199V02655":"2","STATISTIC":"PMQ73C01"},"observations":[["PERIOD","VALUE"],["2022Q3",56.0],["2023Q3",56.0],["2024Q3",62.0]]}
+{"code":"PMQ73C02.-.-","dimensions":{"C02076V02508":"-","C02199V02655":"-","STATISTIC":"PMQ73C02"},"observations":[["PERIOD","VALUE"],["2022Q3",19.0],["2023Q3",12.0],["2024Q3",12.0]]}
+{"code":"PMQ73C02.-.4025","dimensions":{"C02076V02508":"4025","C02199V02655":"-","STATISTIC":"PMQ73C02"},"observations":[["PERIOD","VALUE"],["2022Q3",21.0],["2023Q3",11.0],["2024Q3",14.0]]}
+{"code":"PMQ73C02.-.465","dimensions":{"C02076V02508":"465","C02199V02655":"-","STATISTIC":"PMQ73C02"},"observations":[["PERIOD","VALUE"],["2022Q3",21.0],["2023Q3",13.0],["2024Q3",8.0]]}
+{"code":"PMQ73C02.-.504","dimensions":{"C02076V02508":"504","C02199V02655":"-","STATISTIC":"PMQ73C02"},"observations":[["PERIOD","VALUE"],["2022Q3",16.0],["2023Q3",12.0],["2024Q3",12.0]]}
+{"code":"PMQ73C02.1.-","dimensions":{"C02076V02508":"-","C02199V02655":"1","STATISTIC":"PMQ73C02"},"observations":[["PERIOD","VALUE"],["2022Q3",23.0],["2023Q3",12.0],["2024Q3",13.0]]}
+{"code":"PMQ73C02.1.4025","dimensions":{"C02076V02508":"4025","C02199V02655":"1","STATISTIC":"PMQ73C02"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ73C02.1.465","dimensions":{"C02076V02508":"465","C02199V02655":"1","STATISTIC":"PMQ73C02"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3",9.0]]}
+{"code":"PMQ73C02.1.504","dimensions":{"C02076V02508":"504","C02199V02655":"1","STATISTIC":"PMQ73C02"},"observations":[["PERIOD","VALUE"],["2022Q3",15.0],["2023Q3",11.0],["2024Q3",12.0]]}
+{"code":"PMQ73C02.2.-","dimensions":{"C02076V02508":"-","C02199V02655":"2","STATISTIC":"PMQ73C02"},"observations":[["PERIOD","VALUE"],["2022Q3",14.0],["2023Q3",11.0],["2024Q3",10.0]]}
+{"code":"PMQ73C02.2.4025","dimensions":{"C02076V02508":"4025","C02199V02655":"2","STATISTIC":"PMQ73C02"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3",10.0]]}
+{"code":"PMQ73C02.2.465","dimensions":{"C02076V02508":"465","C02199V02655":"2","STATISTIC":"PMQ73C02"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3",11.0],["2024Q3",8.0]]}
+{"code":"PMQ73C02.2.504","dimensions":{"C02076V02508":"504","C02199V02655":"2","STATISTIC":"PMQ73C02"},"observations":[["PERIOD","VALUE"],["2022Q3",17.0],["2023Q3",13.0],["2024Q3",13.0]]}
+{"code":"PMQ73C03.-.-","dimensions":{"C02076V02508":"-","C02199V02655":"-","STATISTIC":"PMQ73C03"},"observations":[["PERIOD","VALUE"],["2022Q3",16.0],["2023Q3",16.0],["2024Q3",16.0]]}
+{"code":"PMQ73C03.-.4025","dimensions":{"C02076V02508":"4025","C02199V02655":"-","STATISTIC":"PMQ73C03"},"observations":[["PERIOD","VALUE"],["2022Q3",14.0],["2023Q3",9.0],["2024Q3",8.0]]}
+{"code":"PMQ73C03.-.465","dimensions":{"C02076V02508":"465","C02199V02655":"-","STATISTIC":"PMQ73C03"},"observations":[["PERIOD","VALUE"],["2022Q3",9.0],["2023Q3",11.0],["2024Q3",16.0]]}
+{"code":"PMQ73C03.-.504","dimensions":{"C02076V02508":"504","C02199V02655":"-","STATISTIC":"PMQ73C03"},"observations":[["PERIOD","VALUE"],["2022Q3",24.0],["2023Q3",26.0],["2024Q3",22.0]]}
+{"code":"PMQ73C03.1.-","dimensions":{"C02076V02508":"-","C02199V02655":"1","STATISTIC":"PMQ73C03"},"observations":[["PERIOD","VALUE"],["2022Q3",16.0],["2023Q3",13.0],["2024Q3",15.0]]}
+{"code":"PMQ73C03.1.4025","dimensions":{"C02076V02508":"4025","C02199V02655":"1","STATISTIC":"PMQ73C03"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ73C03.1.465","dimensions":{"C02076V02508":"465","C02199V02655":"1","STATISTIC":"PMQ73C03"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3",18.0]]}
+{"code":"PMQ73C03.1.504","dimensions":{"C02076V02508":"504","C02199V02655":"1","STATISTIC":"PMQ73C03"},"observations":[["PERIOD","VALUE"],["2022Q3",21.0],["2023Q3",21.0],["2024Q3",19.0]]}
+{"code":"PMQ73C03.2.-","dimensions":{"C02076V02508":"-","C02199V02655":"2","STATISTIC":"PMQ73C03"},"observations":[["PERIOD","VALUE"],["2022Q3",16.0],["2023Q3",20.0],["2024Q3",16.0]]}
+{"code":"PMQ73C03.2.4025","dimensions":{"C02076V02508":"4025","C02199V02655":"2","STATISTIC":"PMQ73C03"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3",9.0]]}
+{"code":"PMQ73C03.2.465","dimensions":{"C02076V02508":"465","C02199V02655":"2","STATISTIC":"PMQ73C03"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3",12.0],["2024Q3",15.0]]}
+{"code":"PMQ73C03.2.504","dimensions":{"C02076V02508":"504","C02199V02655":"2","STATISTIC":"PMQ73C03"},"observations":[["PERIOD","VALUE"],["2022Q3",27.0],["2023Q3",31.0],["2024Q3",25.0]]}
diff --git a/PMQ74/dataset.json b/PMQ74/dataset.json
index b1dfb9f62101482601ee834a9518db541c1cecb6..3ce90199e8594591c3384c4cfe19f16fe07af131 100644
--- a/PMQ74/dataset.json
+++ b/PMQ74/dataset.json
@@ -52,9 +52,9 @@
   },
   "name": "Employees who do not have an occupational pension scheme (but to whom the scheme applies) who have heard of the auto enrolment scheme by their willingness to remain if opted into the scheme",
   "notes": [
-    "Occupational pension scheme from their current employment. Please see <a rel=\"nofollow\" href=\"https://www.cso.ie/en/releasesandpublications/ep/p-pens/pensioncoverage2022/backgroundnotes/\">Background Notes</a> for further details.<br />Not stated includes people who don&#39;t know.<br />.. Sample occurrence too small for estimation.",
+    "Occupational pension scheme from their current employment. <br />Please see <a rel=\"nofollow\" href=\"https://www.cso.ie/en/releasesandpublications/ep/p-pens/pensioncoverage2024/backgroundnotes/\">Background Notes</a> for further details.<br />Not stated includes people who don&#39;t know.<br />.. Sample occurrence too small for estimation.",
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/releasesandpublications/ep/p-pens/pensioncoverage2022/\">statistical release page</a> on our website"
   ],
   "source_href": "https://data.cso.ie/table/PMQ74",
-  "updated_at": "2024-02-26T11:00:00Z"
+  "updated_at": "2024-12-19T11:00:00Z"
 }
\ No newline at end of file
diff --git a/PMQ74/series.jsonl b/PMQ74/series.jsonl
index 9df374f68e5d3ccf2c79f3969af02bb02c73ead0..a73dab05ebc10cc7e84c8cf0c40f69a4be6ea99e 100644
--- a/PMQ74/series.jsonl
+++ b/PMQ74/series.jsonl
@@ -1,18 +1,18 @@
-{"code":"PMQ74C01.110","dimensions":{"C02175V02621":"110","STATISTIC":"PMQ74C01"},"observations":[["PERIOD","VALUE"],["2022Q3",65.0],["2023Q3",68.0]]}
-{"code":"PMQ74C01.244","dimensions":{"C02175V02621":"244","STATISTIC":"PMQ74C01"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3",78.0]]}
-{"code":"PMQ74C01.27","dimensions":{"C02175V02621":"27","STATISTIC":"PMQ74C01"},"observations":[["PERIOD","VALUE"],["2022Q3",74.0],["2023Q3",75.0]]}
-{"code":"PMQ74C01.30","dimensions":{"C02175V02621":"30","STATISTIC":"PMQ74C01"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"]]}
-{"code":"PMQ74C01.37","dimensions":{"C02175V02621":"37","STATISTIC":"PMQ74C01"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"]]}
-{"code":"PMQ74C01.431","dimensions":{"C02175V02621":"431","STATISTIC":"PMQ74C01"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"]]}
-{"code":"PMQ74C02.110","dimensions":{"C02175V02621":"110","STATISTIC":"PMQ74C02"},"observations":[["PERIOD","VALUE"],["2022Q3",14.0],["2023Q3",10.0]]}
-{"code":"PMQ74C02.244","dimensions":{"C02175V02621":"244","STATISTIC":"PMQ74C02"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3",8.0]]}
-{"code":"PMQ74C02.27","dimensions":{"C02175V02621":"27","STATISTIC":"PMQ74C02"},"observations":[["PERIOD","VALUE"],["2022Q3",10.0],["2023Q3",14.0]]}
-{"code":"PMQ74C02.30","dimensions":{"C02175V02621":"30","STATISTIC":"PMQ74C02"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"]]}
-{"code":"PMQ74C02.37","dimensions":{"C02175V02621":"37","STATISTIC":"PMQ74C02"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"]]}
-{"code":"PMQ74C02.431","dimensions":{"C02175V02621":"431","STATISTIC":"PMQ74C02"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"]]}
-{"code":"PMQ74C03.110","dimensions":{"C02175V02621":"110","STATISTIC":"PMQ74C03"},"observations":[["PERIOD","VALUE"],["2022Q3",21.0],["2023Q3",22.0]]}
-{"code":"PMQ74C03.244","dimensions":{"C02175V02621":"244","STATISTIC":"PMQ74C03"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3",14.0]]}
-{"code":"PMQ74C03.27","dimensions":{"C02175V02621":"27","STATISTIC":"PMQ74C03"},"observations":[["PERIOD","VALUE"],["2022Q3",16.0],["2023Q3",11.0]]}
-{"code":"PMQ74C03.30","dimensions":{"C02175V02621":"30","STATISTIC":"PMQ74C03"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"]]}
-{"code":"PMQ74C03.37","dimensions":{"C02175V02621":"37","STATISTIC":"PMQ74C03"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"]]}
-{"code":"PMQ74C03.431","dimensions":{"C02175V02621":"431","STATISTIC":"PMQ74C03"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"]]}
+{"code":"PMQ74C01.110","dimensions":{"C02175V02621":"110","STATISTIC":"PMQ74C01"},"observations":[["PERIOD","VALUE"],["2022Q3",65.0],["2023Q3",68.0],["2024Q3",69.0]]}
+{"code":"PMQ74C01.244","dimensions":{"C02175V02621":"244","STATISTIC":"PMQ74C01"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3",78.0],["2024Q3",82.0]]}
+{"code":"PMQ74C01.27","dimensions":{"C02175V02621":"27","STATISTIC":"PMQ74C01"},"observations":[["PERIOD","VALUE"],["2022Q3",74.0],["2023Q3",75.0],["2024Q3",73.0]]}
+{"code":"PMQ74C01.30","dimensions":{"C02175V02621":"30","STATISTIC":"PMQ74C01"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3",67.0]]}
+{"code":"PMQ74C01.37","dimensions":{"C02175V02621":"37","STATISTIC":"PMQ74C01"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ74C01.431","dimensions":{"C02175V02621":"431","STATISTIC":"PMQ74C01"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ74C02.110","dimensions":{"C02175V02621":"110","STATISTIC":"PMQ74C02"},"observations":[["PERIOD","VALUE"],["2022Q3",14.0],["2023Q3",10.0],["2024Q3",11.0]]}
+{"code":"PMQ74C02.244","dimensions":{"C02175V02621":"244","STATISTIC":"PMQ74C02"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3",8.0],["2024Q3",10.0]]}
+{"code":"PMQ74C02.27","dimensions":{"C02175V02621":"27","STATISTIC":"PMQ74C02"},"observations":[["PERIOD","VALUE"],["2022Q3",10.0],["2023Q3",14.0],["2024Q3",12.0]]}
+{"code":"PMQ74C02.30","dimensions":{"C02175V02621":"30","STATISTIC":"PMQ74C02"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3",20.0]]}
+{"code":"PMQ74C02.37","dimensions":{"C02175V02621":"37","STATISTIC":"PMQ74C02"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ74C02.431","dimensions":{"C02175V02621":"431","STATISTIC":"PMQ74C02"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ74C03.110","dimensions":{"C02175V02621":"110","STATISTIC":"PMQ74C03"},"observations":[["PERIOD","VALUE"],["2022Q3",21.0],["2023Q3",22.0],["2024Q3",20.0]]}
+{"code":"PMQ74C03.244","dimensions":{"C02175V02621":"244","STATISTIC":"PMQ74C03"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3",14.0],["2024Q3",7.0]]}
+{"code":"PMQ74C03.27","dimensions":{"C02175V02621":"27","STATISTIC":"PMQ74C03"},"observations":[["PERIOD","VALUE"],["2022Q3",16.0],["2023Q3",11.0],["2024Q3",15.0]]}
+{"code":"PMQ74C03.30","dimensions":{"C02175V02621":"30","STATISTIC":"PMQ74C03"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3",13.0]]}
+{"code":"PMQ74C03.37","dimensions":{"C02175V02621":"37","STATISTIC":"PMQ74C03"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ74C03.431","dimensions":{"C02175V02621":"431","STATISTIC":"PMQ74C03"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
diff --git a/PMQ75/dataset.json b/PMQ75/dataset.json
index 617c3f4acbd8fc66a2255dbf64fca4dffb0c618f..bd71eaf64b6f483d88f50a9cfb64e803fb21cd28 100644
--- a/PMQ75/dataset.json
+++ b/PMQ75/dataset.json
@@ -44,9 +44,9 @@
   },
   "name": "Employees who do not have an occupational pension scheme (but to whom the scheme applies) who have heard of the auto enrolment scheme by their willingness to remain if opted into the scheme",
   "notes": [
-    "Occupational pension scheme from their current employment. <br />Please see <a rel=\"nofollow\" href=\"https://www.cso.ie/en/releasesandpublications/ep/p-pens/pensioncoverage2022/backgroundnotes/\">Background Notes</a> for further details. <br />Not stated includes people who don&#39;t know.<br />.. Sample occurrence too small for estimation.",
+    "Occupational pension scheme from their current employment. <br />Please see <a rel=\"nofollow\" href=\"https://www.cso.ie/en/releasesandpublications/ep/p-pens/pensioncoverage2024/backgroundnotes/\">Background Notes</a> for further details. <br />Not stated includes people who don&#39;t know.<br />.. Sample occurrence too small for estimation.",
     "For more information, please go to the<a rel=\"nofollow\" href=\"https://www.cso.ie/en/releasesandpublications/ep/p-pens/pensioncoverage2022/\"> statistical release page</a> on our website"
   ],
   "source_href": "https://data.cso.ie/table/PMQ75",
-  "updated_at": "2024-02-26T11:00:00Z"
+  "updated_at": "2024-12-19T11:00:00Z"
 }
\ No newline at end of file
diff --git a/PMQ75/series.jsonl b/PMQ75/series.jsonl
index 8f782ae630b714b4977700cb295f05f90259497d..21393e53256d1199d234171ea6cd941830067ba7 100644
--- a/PMQ75/series.jsonl
+++ b/PMQ75/series.jsonl
@@ -1,12 +1,12 @@
-{"code":"PMQ75C01.-","dimensions":{"C03715V04462":"-","STATISTIC":"PMQ75C01"},"observations":[["PERIOD","VALUE"],["2022Q3",65.0],["2023Q3",72.0]]}
-{"code":"PMQ75C01.100","dimensions":{"C03715V04462":"100","STATISTIC":"PMQ75C01"},"observations":[["PERIOD","VALUE"],["2022Q3",77.0],["2023Q3",81.0]]}
-{"code":"PMQ75C01.110","dimensions":{"C03715V04462":"110","STATISTIC":"PMQ75C01"},"observations":[["PERIOD","VALUE"],["2022Q3",51.0],["2023Q3",67.0]]}
-{"code":"PMQ75C01.120","dimensions":{"C03715V04462":"120","STATISTIC":"PMQ75C01"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"]]}
-{"code":"PMQ75C02.-","dimensions":{"C03715V04462":"-","STATISTIC":"PMQ75C02"},"observations":[["PERIOD","VALUE"],["2022Q3",19.0],["2023Q3",12.0]]}
-{"code":"PMQ75C02.100","dimensions":{"C03715V04462":"100","STATISTIC":"PMQ75C02"},"observations":[["PERIOD","VALUE"],["2022Q3",13.0],["2023Q3",6.0]]}
-{"code":"PMQ75C02.110","dimensions":{"C03715V04462":"110","STATISTIC":"PMQ75C02"},"observations":[["PERIOD","VALUE"],["2022Q3",33.0],["2023Q3",18.0]]}
-{"code":"PMQ75C02.120","dimensions":{"C03715V04462":"120","STATISTIC":"PMQ75C02"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"]]}
-{"code":"PMQ75C03.-","dimensions":{"C03715V04462":"-","STATISTIC":"PMQ75C03"},"observations":[["PERIOD","VALUE"],["2022Q3",16.0],["2023Q3",16.0]]}
-{"code":"PMQ75C03.100","dimensions":{"C03715V04462":"100","STATISTIC":"PMQ75C03"},"observations":[["PERIOD","VALUE"],["2022Q3",10.0],["2023Q3",13.0]]}
-{"code":"PMQ75C03.110","dimensions":{"C03715V04462":"110","STATISTIC":"PMQ75C03"},"observations":[["PERIOD","VALUE"],["2022Q3",17.0],["2023Q3",15.0]]}
-{"code":"PMQ75C03.120","dimensions":{"C03715V04462":"120","STATISTIC":"PMQ75C03"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"]]}
+{"code":"PMQ75C01.-","dimensions":{"C03715V04462":"-","STATISTIC":"PMQ75C01"},"observations":[["PERIOD","VALUE"],["2022Q3",65.0],["2023Q3",72.0],["2024Q3",72.0]]}
+{"code":"PMQ75C01.100","dimensions":{"C03715V04462":"100","STATISTIC":"PMQ75C01"},"observations":[["PERIOD","VALUE"],["2022Q3",77.0],["2023Q3",81.0],["2024Q3",78.0]]}
+{"code":"PMQ75C01.110","dimensions":{"C03715V04462":"110","STATISTIC":"PMQ75C01"},"observations":[["PERIOD","VALUE"],["2022Q3",51.0],["2023Q3",67.0],["2024Q3",69.0]]}
+{"code":"PMQ75C01.120","dimensions":{"C03715V04462":"120","STATISTIC":"PMQ75C01"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ75C02.-","dimensions":{"C03715V04462":"-","STATISTIC":"PMQ75C02"},"observations":[["PERIOD","VALUE"],["2022Q3",19.0],["2023Q3",12.0],["2024Q3",12.0]]}
+{"code":"PMQ75C02.100","dimensions":{"C03715V04462":"100","STATISTIC":"PMQ75C02"},"observations":[["PERIOD","VALUE"],["2022Q3",13.0],["2023Q3",6.0],["2024Q3",9.0]]}
+{"code":"PMQ75C02.110","dimensions":{"C03715V04462":"110","STATISTIC":"PMQ75C02"},"observations":[["PERIOD","VALUE"],["2022Q3",33.0],["2023Q3",18.0],["2024Q3",15.0]]}
+{"code":"PMQ75C02.120","dimensions":{"C03715V04462":"120","STATISTIC":"PMQ75C02"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ75C03.-","dimensions":{"C03715V04462":"-","STATISTIC":"PMQ75C03"},"observations":[["PERIOD","VALUE"],["2022Q3",16.0],["2023Q3",16.0],["2024Q3",16.0]]}
+{"code":"PMQ75C03.100","dimensions":{"C03715V04462":"100","STATISTIC":"PMQ75C03"},"observations":[["PERIOD","VALUE"],["2022Q3",10.0],["2023Q3",13.0],["2024Q3",13.0]]}
+{"code":"PMQ75C03.110","dimensions":{"C03715V04462":"110","STATISTIC":"PMQ75C03"},"observations":[["PERIOD","VALUE"],["2022Q3",17.0],["2023Q3",15.0],["2024Q3",16.0]]}
+{"code":"PMQ75C03.120","dimensions":{"C03715V04462":"120","STATISTIC":"PMQ75C03"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
diff --git a/PMQ76/dataset.json b/PMQ76/dataset.json
index c458f384ffdb2aefe5eb5f2d0411b4283ddefa60..5d85e753a600cb6f84d3ec2691fb2737051acfed 100644
--- a/PMQ76/dataset.json
+++ b/PMQ76/dataset.json
@@ -6,7 +6,7 @@
   ],
   "dimensions_labels": {
     "C02472V02994": "Hours of Work",
-    "STATISTIC": "STATISTIC"
+    "STATISTIC": "Statistic"
   },
   "dimensions_values_labels": {
     "C02472V02994": [
@@ -36,9 +36,9 @@
   },
   "name": "Employees who do not have an occupational pension scheme (but to whom the scheme applies) who have heard of the auto enrolment scheme by their willingness to remain if opted into the scheme",
   "notes": [
-    "Occupational pension scheme from their current employment. Please see <a rel=\"nofollow\" href=\"https://www.cso.ie/en/releasesandpublications/ep/p-pens/pensioncoverage2022/backgroundnotes/\">Background Notes</a> for further details. Not stated includes people who don&#39;t know&#8230; Sample occurrence too small for estimation.",
+    "Occupational pension scheme from their current employment. <br />Please see <a rel=\"nofollow\" href=\"https://www.cso.ie/en/releasesandpublications/ep/p-pens/pensioncoverage2024/backgroundnotes/\">Background Notes</a> for further details. <br />Not stated includes people who don&#39;t know.<br />.. Sample occurrence too small for estimation.",
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/releasesandpublications/ep/p-pens/pensioncoverage2022/\">statistical release page </a>on our website"
   ],
   "source_href": "https://data.cso.ie/table/PMQ76",
-  "updated_at": "2024-02-26T11:00:00Z"
+  "updated_at": "2024-12-19T11:00:00Z"
 }
\ No newline at end of file
diff --git a/PMQ76/series.jsonl b/PMQ76/series.jsonl
index d9a45dfaccf8b5b232e142b9654038300ecb57c6..1a0cee7d08d58ed65e6b46493e356fbe537f9a7f 100644
--- a/PMQ76/series.jsonl
+++ b/PMQ76/series.jsonl
@@ -1,6 +1,6 @@
-{"code":"PMQ76C01.1","dimensions":{"C02472V02994":"1","STATISTIC":"PMQ76C01"},"observations":[["PERIOD","VALUE"],["2022Q3",64.0],["2023Q3",77.0]]}
-{"code":"PMQ76C01.2","dimensions":{"C02472V02994":"2","STATISTIC":"PMQ76C01"},"observations":[["PERIOD","VALUE"],["2022Q3",68.0],["2023Q3",58.0]]}
-{"code":"PMQ76C02.1","dimensions":{"C02472V02994":"1","STATISTIC":"PMQ76C02"},"observations":[["PERIOD","VALUE"],["2022Q3",21.0],["2023Q3",11.0]]}
-{"code":"PMQ76C02.2","dimensions":{"C02472V02994":"2","STATISTIC":"PMQ76C02"},"observations":[["PERIOD","VALUE"],["2022Q3",11.0],["2023Q3",14.0]]}
-{"code":"PMQ76C03.1","dimensions":{"C02472V02994":"1","STATISTIC":"PMQ76C03"},"observations":[["PERIOD","VALUE"],["2022Q3",15.0],["2023Q3",12.0]]}
-{"code":"PMQ76C03.2","dimensions":{"C02472V02994":"2","STATISTIC":"PMQ76C03"},"observations":[["PERIOD","VALUE"],["2022Q3",21.0],["2023Q3",28.0]]}
+{"code":"PMQ76C01.1","dimensions":{"C02472V02994":"1","STATISTIC":"PMQ76C01"},"observations":[["PERIOD","VALUE"],["2022Q3",64.0],["2023Q3",77.0],["2024Q3",74.0]]}
+{"code":"PMQ76C01.2","dimensions":{"C02472V02994":"2","STATISTIC":"PMQ76C01"},"observations":[["PERIOD","VALUE"],["2022Q3",68.0],["2023Q3",58.0],["2024Q3",67.0]]}
+{"code":"PMQ76C02.1","dimensions":{"C02472V02994":"1","STATISTIC":"PMQ76C02"},"observations":[["PERIOD","VALUE"],["2022Q3",21.0],["2023Q3",11.0],["2024Q3",13.0]]}
+{"code":"PMQ76C02.2","dimensions":{"C02472V02994":"2","STATISTIC":"PMQ76C02"},"observations":[["PERIOD","VALUE"],["2022Q3",11.0],["2023Q3",14.0],["2024Q3",8.0]]}
+{"code":"PMQ76C03.1","dimensions":{"C02472V02994":"1","STATISTIC":"PMQ76C03"},"observations":[["PERIOD","VALUE"],["2022Q3",15.0],["2023Q3",12.0],["2024Q3",13.0]]}
+{"code":"PMQ76C03.2","dimensions":{"C02472V02994":"2","STATISTIC":"PMQ76C03"},"observations":[["PERIOD","VALUE"],["2022Q3",21.0],["2023Q3",28.0],["2024Q3",25.0]]}
diff --git a/PMQ77/dataset.json b/PMQ77/dataset.json
index c2181a957ed23c7b6bc675b7b4e00f855b490a5a..d9261aff58ce5f673404922185588506c28a7ab3 100644
--- a/PMQ77/dataset.json
+++ b/PMQ77/dataset.json
@@ -5,8 +5,8 @@
     "C03715V04462"
   ],
   "dimensions_labels": {
-    "C03715V04462": "Reasons for not having an occupational pension",
-    "STATISTIC": "STATISTIC"
+    "C03715V04462": "Reasons for not having an Occupational Pension",
+    "STATISTIC": "Statistic"
   },
   "dimensions_values_labels": {
     "C03715V04462": [
@@ -25,6 +25,10 @@
       [
         "120",
         "Not eligible to join employer's pension scheme"
+      ],
+      [
+        "130",
+        "No pension with current employer but pension from previous employer(s)"
       ]
     ],
     "STATISTIC": [
@@ -68,9 +72,9 @@
   },
   "name": "Employees who do not have an occupational pension scheme and whether or not they have heard of auto enrolment and their interest in it",
   "notes": [
-    "Employees aged outside of 23 to 60 years applicable age range.<br />Occupational pension scheme from their current employment. <br />Please see <a rel=\"nofollow\" href=\"https://www.cso.ie/en/releasesandpublications/ep/p-pens/pensioncoverage2022/backgroundnotes/\">Background Notes</a> for further details. <br />Not stated includes people who don&#39;t know.",
+    "Employees aged outside of 23 to 59 years applicable age range.<br />Occupational pension scheme from their current employment. <br />Please see <a rel=\"nofollow\" href=\"https://www.cso.ie/en/releasesandpublications/ep/p-pens/pensioncoverage2024/backgroundnotes/\">Background Notes</a> for further details. <br />.. Sample occurrence too small for estimation.",
     "For more information, please go to the<a rel=\"nofollow\" href=\"https://www.cso.ie/en/releasesandpublications/ep/p-pens/pensioncoverage2022/\"> statistical release page</a> on our website"
   ],
   "source_href": "https://data.cso.ie/table/PMQ77",
-  "updated_at": "2024-02-26T11:00:00Z"
+  "updated_at": "2024-12-19T11:00:00Z"
 }
\ No newline at end of file
diff --git a/PMQ77/series.jsonl b/PMQ77/series.jsonl
index 10f92dea39a2b004201b8e4a208b4b618c087874..3cdbee50af64a939dfbe0eec416b8a048408f448 100644
--- a/PMQ77/series.jsonl
+++ b/PMQ77/series.jsonl
@@ -1,36 +1,45 @@
-{"code":"PMQ77C01.-","dimensions":{"C03715V04462":"-","STATISTIC":"PMQ77C01"},"observations":[["PERIOD","VALUE"],["2022Q3",6.0],["2023Q3",7.0]]}
-{"code":"PMQ77C01.100","dimensions":{"C03715V04462":"100","STATISTIC":"PMQ77C01"},"observations":[["PERIOD","VALUE"],["2022Q3",5.0],["2023Q3",9.0]]}
-{"code":"PMQ77C01.110","dimensions":{"C03715V04462":"110","STATISTIC":"PMQ77C01"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3",8.0]]}
-{"code":"PMQ77C01.120","dimensions":{"C03715V04462":"120","STATISTIC":"PMQ77C01"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3",1.0]]}
-{"code":"PMQ77C02.-","dimensions":{"C03715V04462":"-","STATISTIC":"PMQ77C02"},"observations":[["PERIOD","VALUE"],["2022Q3",21.0],["2023Q3",26.0]]}
-{"code":"PMQ77C02.100","dimensions":{"C03715V04462":"100","STATISTIC":"PMQ77C02"},"observations":[["PERIOD","VALUE"],["2022Q3",25.0],["2023Q3",29.0]]}
-{"code":"PMQ77C02.110","dimensions":{"C03715V04462":"110","STATISTIC":"PMQ77C02"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3",25.0]]}
-{"code":"PMQ77C02.120","dimensions":{"C03715V04462":"120","STATISTIC":"PMQ77C02"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3",23.0]]}
-{"code":"PMQ77C03.-","dimensions":{"C03715V04462":"-","STATISTIC":"PMQ77C03"},"observations":[["PERIOD","VALUE"],["2022Q3",27.0],["2023Q3",33.0]]}
-{"code":"PMQ77C03.100","dimensions":{"C03715V04462":"100","STATISTIC":"PMQ77C03"},"observations":[["PERIOD","VALUE"],["2022Q3",30.0],["2023Q3",38.0]]}
-{"code":"PMQ77C03.110","dimensions":{"C03715V04462":"110","STATISTIC":"PMQ77C03"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3",33.0]]}
-{"code":"PMQ77C03.120","dimensions":{"C03715V04462":"120","STATISTIC":"PMQ77C03"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3",24.0]]}
-{"code":"PMQ77C04.-","dimensions":{"C03715V04462":"-","STATISTIC":"PMQ77C04"},"observations":[["PERIOD","VALUE"],["2022Q3",6.0],["2023Q3",4.0]]}
-{"code":"PMQ77C04.100","dimensions":{"C03715V04462":"100","STATISTIC":"PMQ77C04"},"observations":[["PERIOD","VALUE"],["2022Q3",3.0],["2023Q3",2.0]]}
-{"code":"PMQ77C04.110","dimensions":{"C03715V04462":"110","STATISTIC":"PMQ77C04"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3",10.0]]}
-{"code":"PMQ77C04.120","dimensions":{"C03715V04462":"120","STATISTIC":"PMQ77C04"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3",3.0]]}
-{"code":"PMQ77C05.-","dimensions":{"C03715V04462":"-","STATISTIC":"PMQ77C05"},"observations":[["PERIOD","VALUE"],["2022Q3",28.0],["2023Q3",20.0]]}
-{"code":"PMQ77C05.100","dimensions":{"C03715V04462":"100","STATISTIC":"PMQ77C05"},"observations":[["PERIOD","VALUE"],["2022Q3",23.0],["2023Q3",19.0]]}
-{"code":"PMQ77C05.110","dimensions":{"C03715V04462":"110","STATISTIC":"PMQ77C05"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3",15.0]]}
-{"code":"PMQ77C05.120","dimensions":{"C03715V04462":"120","STATISTIC":"PMQ77C05"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3",18.0]]}
-{"code":"PMQ77C06.-","dimensions":{"C03715V04462":"-","STATISTIC":"PMQ77C06"},"observations":[["PERIOD","VALUE"],["2022Q3",35.0],["2023Q3",24.0]]}
-{"code":"PMQ77C06.100","dimensions":{"C03715V04462":"100","STATISTIC":"PMQ77C06"},"observations":[["PERIOD","VALUE"],["2022Q3",26.0],["2023Q3",21.0]]}
-{"code":"PMQ77C06.110","dimensions":{"C03715V04462":"110","STATISTIC":"PMQ77C06"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3",25.0]]}
-{"code":"PMQ77C06.120","dimensions":{"C03715V04462":"120","STATISTIC":"PMQ77C06"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3",21.0]]}
-{"code":"PMQ77C07.-","dimensions":{"C03715V04462":"-","STATISTIC":"PMQ77C07"},"observations":[["PERIOD","VALUE"],["2022Q3",3.0],["2023Q3",5.0]]}
-{"code":"PMQ77C07.100","dimensions":{"C03715V04462":"100","STATISTIC":"PMQ77C07"},"observations":[["PERIOD","VALUE"],["2022Q3",3.0],["2023Q3",4.0]]}
-{"code":"PMQ77C07.110","dimensions":{"C03715V04462":"110","STATISTIC":"PMQ77C07"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3",8.0]]}
-{"code":"PMQ77C07.120","dimensions":{"C03715V04462":"120","STATISTIC":"PMQ77C07"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3",5.0]]}
-{"code":"PMQ77C08.-","dimensions":{"C03715V04462":"-","STATISTIC":"PMQ77C08"},"observations":[["PERIOD","VALUE"],["2022Q3",36.0],["2023Q3",38.0]]}
-{"code":"PMQ77C08.100","dimensions":{"C03715V04462":"100","STATISTIC":"PMQ77C08"},"observations":[["PERIOD","VALUE"],["2022Q3",40.0],["2023Q3",37.0]]}
-{"code":"PMQ77C08.110","dimensions":{"C03715V04462":"110","STATISTIC":"PMQ77C08"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3",34.0]]}
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+{"code":"PMQ77C01.-","dimensions":{"C03715V04462":"-","STATISTIC":"PMQ77C01"},"observations":[["PERIOD","VALUE"],["2022Q3",6.0],["2023Q3",7.0],["2024Q3",10.0]]}
+{"code":"PMQ77C01.100","dimensions":{"C03715V04462":"100","STATISTIC":"PMQ77C01"},"observations":[["PERIOD","VALUE"],["2022Q3",5.0],["2023Q3",9.0],["2024Q3",9.0]]}
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+{"code":"PMQ77C02.130","dimensions":{"C03715V04462":"130","STATISTIC":"PMQ77C02"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
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+{"code":"PMQ77C03.100","dimensions":{"C03715V04462":"100","STATISTIC":"PMQ77C03"},"observations":[["PERIOD","VALUE"],["2022Q3",30.0],["2023Q3",38.0],["2024Q3",40.0]]}
+{"code":"PMQ77C03.110","dimensions":{"C03715V04462":"110","STATISTIC":"PMQ77C03"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3",33.0],["2024Q3",28.0]]}
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+{"code":"PMQ77C05.100","dimensions":{"C03715V04462":"100","STATISTIC":"PMQ77C05"},"observations":[["PERIOD","VALUE"],["2022Q3",23.0],["2023Q3",19.0],["2024Q3",14.0]]}
+{"code":"PMQ77C05.110","dimensions":{"C03715V04462":"110","STATISTIC":"PMQ77C05"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3",15.0],["2024Q3",10.0]]}
+{"code":"PMQ77C05.120","dimensions":{"C03715V04462":"120","STATISTIC":"PMQ77C05"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3",18.0],["2024Q3",10.0]]}
+{"code":"PMQ77C05.130","dimensions":{"C03715V04462":"130","STATISTIC":"PMQ77C05"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
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+{"code":"PMQ77C07.110","dimensions":{"C03715V04462":"110","STATISTIC":"PMQ77C07"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3",8.0],["2024Q3",19.0]]}
+{"code":"PMQ77C07.120","dimensions":{"C03715V04462":"120","STATISTIC":"PMQ77C07"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3",5.0],["2024Q3",5.0]]}
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+{"code":"PMQ77C08.-","dimensions":{"C03715V04462":"-","STATISTIC":"PMQ77C08"},"observations":[["PERIOD","VALUE"],["2022Q3",36.0],["2023Q3",38.0],["2024Q3",39.0]]}
+{"code":"PMQ77C08.100","dimensions":{"C03715V04462":"100","STATISTIC":"PMQ77C08"},"observations":[["PERIOD","VALUE"],["2022Q3",40.0],["2023Q3",37.0],["2024Q3",39.0]]}
+{"code":"PMQ77C08.110","dimensions":{"C03715V04462":"110","STATISTIC":"PMQ77C08"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3",34.0],["2024Q3",35.0]]}
+{"code":"PMQ77C08.120","dimensions":{"C03715V04462":"120","STATISTIC":"PMQ77C08"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3",51.0],["2024Q3",34.0]]}
+{"code":"PMQ77C08.130","dimensions":{"C03715V04462":"130","STATISTIC":"PMQ77C08"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ77C09.-","dimensions":{"C03715V04462":"-","STATISTIC":"PMQ77C09"},"observations":[["PERIOD","VALUE"],["2022Q3",39.0],["2023Q3",44.0],["2024Q3",45.0]]}
+{"code":"PMQ77C09.100","dimensions":{"C03715V04462":"100","STATISTIC":"PMQ77C09"},"observations":[["PERIOD","VALUE"],["2022Q3",44.0],["2023Q3",42.0],["2024Q3",43.0]]}
+{"code":"PMQ77C09.110","dimensions":{"C03715V04462":"110","STATISTIC":"PMQ77C09"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3",42.0],["2024Q3",54.0]]}
+{"code":"PMQ77C09.120","dimensions":{"C03715V04462":"120","STATISTIC":"PMQ77C09"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3",55.0],["2024Q3",39.0]]}
+{"code":"PMQ77C09.130","dimensions":{"C03715V04462":"130","STATISTIC":"PMQ77C09"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3","NA"]]}
diff --git a/PMQ78/dataset.json b/PMQ78/dataset.json
index e7c78b3d067938a20e7168fe018fcd2311b0d3f6..da9c633982137d0b1c14d37cb6ab89e224ed10b4 100644
--- a/PMQ78/dataset.json
+++ b/PMQ78/dataset.json
@@ -6,7 +6,7 @@
   ],
   "dimensions_labels": {
     "C02199V02655": "Sex",
-    "STATISTIC": "STATISTIC"
+    "STATISTIC": "Statistic"
   },
   "dimensions_values_labels": {
     "C02199V02655": [
@@ -63,14 +63,26 @@
       [
         "PMQ78C10",
         "Too much financial risk"
+      ],
+      [
+        "PMQ78C11",
+        "Wasnt offered pension in previous employments"
+      ],
+      [
+        "PMQ78C12",
+        "Income from farm, family business or inheritence"
+      ],
+      [
+        "PMQ78C13",
+        "Other"
       ]
     ]
   },
   "name": "Persons in employment (ILO) aged 20 to 69 years with no pension classified by main reason for not having a pension",
   "notes": [
-    "Please note data may not add to 100% due to rounding issues..",
+    "Refer to Background Notes for the definition of the ILO Labour Force classification of persons in employment.<br /><br />Please note data may not add to 100% due to rounding issues.<br /><br />.. Sample occurrence too small for estimation.",
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/housingandhouseholds/pensioncoverage/\">statistical release page</a> on our website"
   ],
   "source_href": "https://data.cso.ie/table/PMQ78",
-  "updated_at": "2024-02-26T11:00:00Z"
+  "updated_at": "2024-12-19T11:00:00Z"
 }
\ No newline at end of file
diff --git a/PMQ78/series.jsonl b/PMQ78/series.jsonl
index 474669d665fff418ef630c92049673e28fe579f4..a0fcaebc342b9c68dfa73448c78ee9dd6ff4b464 100644
--- a/PMQ78/series.jsonl
+++ b/PMQ78/series.jsonl
@@ -1,30 +1,39 @@
-{"code":"PMQ78C01.-","dimensions":{"C02199V02655":"-","STATISTIC":"PMQ78C01"},"observations":[["PERIOD","VALUE"],["2022Q3",37.0],["2023Q3",34.0]]}
-{"code":"PMQ78C01.1","dimensions":{"C02199V02655":"1","STATISTIC":"PMQ78C01"},"observations":[["PERIOD","VALUE"],["2022Q3",39.0],["2023Q3",36.0]]}
-{"code":"PMQ78C01.2","dimensions":{"C02199V02655":"2","STATISTIC":"PMQ78C01"},"observations":[["PERIOD","VALUE"],["2022Q3",34.0],["2023Q3",31.0]]}
-{"code":"PMQ78C02.-","dimensions":{"C02199V02655":"-","STATISTIC":"PMQ78C02"},"observations":[["PERIOD","VALUE"],["2022Q3",10.0],["2023Q3",9.0]]}
-{"code":"PMQ78C02.1","dimensions":{"C02199V02655":"1","STATISTIC":"PMQ78C02"},"observations":[["PERIOD","VALUE"],["2022Q3",10.0],["2023Q3",10.0]]}
-{"code":"PMQ78C02.2","dimensions":{"C02199V02655":"2","STATISTIC":"PMQ78C02"},"observations":[["PERIOD","VALUE"],["2022Q3",10.0],["2023Q3",7.0]]}
-{"code":"PMQ78C03.-","dimensions":{"C02199V02655":"-","STATISTIC":"PMQ78C03"},"observations":[["PERIOD","VALUE"],["2022Q3",40.0],["2023Q3",43.0]]}
-{"code":"PMQ78C03.1","dimensions":{"C02199V02655":"1","STATISTIC":"PMQ78C03"},"observations":[["PERIOD","VALUE"],["2022Q3",36.0],["2023Q3",40.0]]}
-{"code":"PMQ78C03.2","dimensions":{"C02199V02655":"2","STATISTIC":"PMQ78C03"},"observations":[["PERIOD","VALUE"],["2022Q3",44.0],["2023Q3",47.0]]}
-{"code":"PMQ78C04.-","dimensions":{"C02199V02655":"-","STATISTIC":"PMQ78C04"},"observations":[["PERIOD","VALUE"],["2022Q3",6.0],["2023Q3",6.0]]}
-{"code":"PMQ78C04.1","dimensions":{"C02199V02655":"1","STATISTIC":"PMQ78C04"},"observations":[["PERIOD","VALUE"],["2022Q3",7.0],["2023Q3",6.0]]}
-{"code":"PMQ78C04.2","dimensions":{"C02199V02655":"2","STATISTIC":"PMQ78C04"},"observations":[["PERIOD","VALUE"],["2022Q3",5.0],["2023Q3",6.0]]}
-{"code":"PMQ78C05.-","dimensions":{"C02199V02655":"-","STATISTIC":"PMQ78C05"},"observations":[["PERIOD","VALUE"],["2022Q3",2.0],["2023Q3",2.0]]}
-{"code":"PMQ78C05.1","dimensions":{"C02199V02655":"1","STATISTIC":"PMQ78C05"},"observations":[["PERIOD","VALUE"],["2022Q3",3.0],["2023Q3",2.0]]}
-{"code":"PMQ78C05.2","dimensions":{"C02199V02655":"2","STATISTIC":"PMQ78C05"},"observations":[["PERIOD","VALUE"],["2022Q3",2.0],["2023Q3",2.0]]}
-{"code":"PMQ78C06.-","dimensions":{"C02199V02655":"-","STATISTIC":"PMQ78C06"},"observations":[["PERIOD","VALUE"],["2022Q3",2.0],["2023Q3",2.0]]}
-{"code":"PMQ78C06.1","dimensions":{"C02199V02655":"1","STATISTIC":"PMQ78C06"},"observations":[["PERIOD","VALUE"],["2022Q3",1.0],["2023Q3",0.0]]}
-{"code":"PMQ78C06.2","dimensions":{"C02199V02655":"2","STATISTIC":"PMQ78C06"},"observations":[["PERIOD","VALUE"],["2022Q3",2.0],["2023Q3",3.0]]}
-{"code":"PMQ78C07.-","dimensions":{"C02199V02655":"-","STATISTIC":"PMQ78C07"},"observations":[["PERIOD","VALUE"],["2022Q3",1.0],["2023Q3",1.0]]}
-{"code":"PMQ78C07.1","dimensions":{"C02199V02655":"1","STATISTIC":"PMQ78C07"},"observations":[["PERIOD","VALUE"],["2022Q3",1.0],["2023Q3",2.0]]}
-{"code":"PMQ78C07.2","dimensions":{"C02199V02655":"2","STATISTIC":"PMQ78C07"},"observations":[["PERIOD","VALUE"],["2022Q3",1.0],["2023Q3",0.0]]}
-{"code":"PMQ78C08.-","dimensions":{"C02199V02655":"-","STATISTIC":"PMQ78C08"},"observations":[["PERIOD","VALUE"],["2022Q3",1.0],["2023Q3","NA"]]}
-{"code":"PMQ78C08.1","dimensions":{"C02199V02655":"1","STATISTIC":"PMQ78C08"},"observations":[["PERIOD","VALUE"],["2022Q3",1.0],["2023Q3","NA"]]}
-{"code":"PMQ78C08.2","dimensions":{"C02199V02655":"2","STATISTIC":"PMQ78C08"},"observations":[["PERIOD","VALUE"],["2022Q3",1.0],["2023Q3","NA"]]}
-{"code":"PMQ78C09.-","dimensions":{"C02199V02655":"-","STATISTIC":"PMQ78C09"},"observations":[["PERIOD","VALUE"],["2022Q3",1.0],["2023Q3",2.0]]}
-{"code":"PMQ78C09.1","dimensions":{"C02199V02655":"1","STATISTIC":"PMQ78C09"},"observations":[["PERIOD","VALUE"],["2022Q3",0.0],["2023Q3",1.0]]}
-{"code":"PMQ78C09.2","dimensions":{"C02199V02655":"2","STATISTIC":"PMQ78C09"},"observations":[["PERIOD","VALUE"],["2022Q3",1.0],["2023Q3",3.0]]}
-{"code":"PMQ78C10.-","dimensions":{"C02199V02655":"-","STATISTIC":"PMQ78C10"},"observations":[["PERIOD","VALUE"],["2022Q3",1.0],["2023Q3",1.0]]}
-{"code":"PMQ78C10.1","dimensions":{"C02199V02655":"1","STATISTIC":"PMQ78C10"},"observations":[["PERIOD","VALUE"],["2022Q3",1.0],["2023Q3",2.0]]}
-{"code":"PMQ78C10.2","dimensions":{"C02199V02655":"2","STATISTIC":"PMQ78C10"},"observations":[["PERIOD","VALUE"],["2022Q3",0.0],["2023Q3",1.0]]}
+{"code":"PMQ78C01.-","dimensions":{"C02199V02655":"-","STATISTIC":"PMQ78C01"},"observations":[["PERIOD","VALUE"],["2022Q3",37.0],["2023Q3",34.0],["2024Q3",25.0]]}
+{"code":"PMQ78C01.1","dimensions":{"C02199V02655":"1","STATISTIC":"PMQ78C01"},"observations":[["PERIOD","VALUE"],["2022Q3",39.0],["2023Q3",36.0],["2024Q3",24.0]]}
+{"code":"PMQ78C01.2","dimensions":{"C02199V02655":"2","STATISTIC":"PMQ78C01"},"observations":[["PERIOD","VALUE"],["2022Q3",34.0],["2023Q3",31.0],["2024Q3",25.0]]}
+{"code":"PMQ78C02.-","dimensions":{"C02199V02655":"-","STATISTIC":"PMQ78C02"},"observations":[["PERIOD","VALUE"],["2022Q3",10.0],["2023Q3",9.0],["2024Q3",18.0]]}
+{"code":"PMQ78C02.1","dimensions":{"C02199V02655":"1","STATISTIC":"PMQ78C02"},"observations":[["PERIOD","VALUE"],["2022Q3",10.0],["2023Q3",10.0],["2024Q3",20.0]]}
+{"code":"PMQ78C02.2","dimensions":{"C02199V02655":"2","STATISTIC":"PMQ78C02"},"observations":[["PERIOD","VALUE"],["2022Q3",10.0],["2023Q3",7.0],["2024Q3",15.0]]}
+{"code":"PMQ78C03.-","dimensions":{"C02199V02655":"-","STATISTIC":"PMQ78C03"},"observations":[["PERIOD","VALUE"],["2022Q3",40.0],["2023Q3",43.0],["2024Q3",30.0]]}
+{"code":"PMQ78C03.1","dimensions":{"C02199V02655":"1","STATISTIC":"PMQ78C03"},"observations":[["PERIOD","VALUE"],["2022Q3",36.0],["2023Q3",40.0],["2024Q3",26.0]]}
+{"code":"PMQ78C03.2","dimensions":{"C02199V02655":"2","STATISTIC":"PMQ78C03"},"observations":[["PERIOD","VALUE"],["2022Q3",44.0],["2023Q3",47.0],["2024Q3",35.0]]}
+{"code":"PMQ78C04.-","dimensions":{"C02199V02655":"-","STATISTIC":"PMQ78C04"},"observations":[["PERIOD","VALUE"],["2022Q3",6.0],["2023Q3",6.0],["2024Q3",5.0]]}
+{"code":"PMQ78C04.1","dimensions":{"C02199V02655":"1","STATISTIC":"PMQ78C04"},"observations":[["PERIOD","VALUE"],["2022Q3",7.0],["2023Q3",6.0],["2024Q3",6.0]]}
+{"code":"PMQ78C04.2","dimensions":{"C02199V02655":"2","STATISTIC":"PMQ78C04"},"observations":[["PERIOD","VALUE"],["2022Q3",5.0],["2023Q3",6.0],["2024Q3",3.0]]}
+{"code":"PMQ78C05.-","dimensions":{"C02199V02655":"-","STATISTIC":"PMQ78C05"},"observations":[["PERIOD","VALUE"],["2022Q3",2.0],["2023Q3",2.0],["2024Q3",3.0]]}
+{"code":"PMQ78C05.1","dimensions":{"C02199V02655":"1","STATISTIC":"PMQ78C05"},"observations":[["PERIOD","VALUE"],["2022Q3",3.0],["2023Q3",2.0],["2024Q3",3.0]]}
+{"code":"PMQ78C05.2","dimensions":{"C02199V02655":"2","STATISTIC":"PMQ78C05"},"observations":[["PERIOD","VALUE"],["2022Q3",2.0],["2023Q3",2.0],["2024Q3",2.0]]}
+{"code":"PMQ78C06.-","dimensions":{"C02199V02655":"-","STATISTIC":"PMQ78C06"},"observations":[["PERIOD","VALUE"],["2022Q3",2.0],["2023Q3",2.0],["2024Q3",2.0]]}
+{"code":"PMQ78C06.1","dimensions":{"C02199V02655":"1","STATISTIC":"PMQ78C06"},"observations":[["PERIOD","VALUE"],["2022Q3",1.0],["2023Q3",0.0],["2024Q3",1.0]]}
+{"code":"PMQ78C06.2","dimensions":{"C02199V02655":"2","STATISTIC":"PMQ78C06"},"observations":[["PERIOD","VALUE"],["2022Q3",2.0],["2023Q3",3.0],["2024Q3",3.0]]}
+{"code":"PMQ78C07.-","dimensions":{"C02199V02655":"-","STATISTIC":"PMQ78C07"},"observations":[["PERIOD","VALUE"],["2022Q3",1.0],["2023Q3",1.0],["2024Q3",1.0]]}
+{"code":"PMQ78C07.1","dimensions":{"C02199V02655":"1","STATISTIC":"PMQ78C07"},"observations":[["PERIOD","VALUE"],["2022Q3",1.0],["2023Q3",2.0],["2024Q3",2.0]]}
+{"code":"PMQ78C07.2","dimensions":{"C02199V02655":"2","STATISTIC":"PMQ78C07"},"observations":[["PERIOD","VALUE"],["2022Q3",1.0],["2023Q3",0.0],["2024Q3",1.0]]}
+{"code":"PMQ78C08.-","dimensions":{"C02199V02655":"-","STATISTIC":"PMQ78C08"},"observations":[["PERIOD","VALUE"],["2022Q3",1.0],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ78C08.1","dimensions":{"C02199V02655":"1","STATISTIC":"PMQ78C08"},"observations":[["PERIOD","VALUE"],["2022Q3",1.0],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ78C08.2","dimensions":{"C02199V02655":"2","STATISTIC":"PMQ78C08"},"observations":[["PERIOD","VALUE"],["2022Q3",1.0],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ78C09.-","dimensions":{"C02199V02655":"-","STATISTIC":"PMQ78C09"},"observations":[["PERIOD","VALUE"],["2022Q3",1.0],["2023Q3",2.0],["2024Q3",0.0]]}
+{"code":"PMQ78C09.1","dimensions":{"C02199V02655":"1","STATISTIC":"PMQ78C09"},"observations":[["PERIOD","VALUE"],["2022Q3",0.0],["2023Q3",1.0],["2024Q3",0.0]]}
+{"code":"PMQ78C09.2","dimensions":{"C02199V02655":"2","STATISTIC":"PMQ78C09"},"observations":[["PERIOD","VALUE"],["2022Q3",1.0],["2023Q3",3.0],["2024Q3",0.0]]}
+{"code":"PMQ78C10.-","dimensions":{"C02199V02655":"-","STATISTIC":"PMQ78C10"},"observations":[["PERIOD","VALUE"],["2022Q3",1.0],["2023Q3",1.0],["2024Q3","NA"]]}
+{"code":"PMQ78C10.1","dimensions":{"C02199V02655":"1","STATISTIC":"PMQ78C10"},"observations":[["PERIOD","VALUE"],["2022Q3",1.0],["2023Q3",2.0],["2024Q3","NA"]]}
+{"code":"PMQ78C10.2","dimensions":{"C02199V02655":"2","STATISTIC":"PMQ78C10"},"observations":[["PERIOD","VALUE"],["2022Q3",0.0],["2023Q3",1.0],["2024Q3","NA"]]}
+{"code":"PMQ78C11.-","dimensions":{"C02199V02655":"-","STATISTIC":"PMQ78C11"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3",11.0]]}
+{"code":"PMQ78C11.1","dimensions":{"C02199V02655":"1","STATISTIC":"PMQ78C11"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3",13.0]]}
+{"code":"PMQ78C11.2","dimensions":{"C02199V02655":"2","STATISTIC":"PMQ78C11"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3",9.0]]}
+{"code":"PMQ78C12.-","dimensions":{"C02199V02655":"-","STATISTIC":"PMQ78C12"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3",1.0]]}
+{"code":"PMQ78C12.1","dimensions":{"C02199V02655":"1","STATISTIC":"PMQ78C12"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3",1.0]]}
+{"code":"PMQ78C12.2","dimensions":{"C02199V02655":"2","STATISTIC":"PMQ78C12"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3",1.0]]}
+{"code":"PMQ78C13.-","dimensions":{"C02199V02655":"-","STATISTIC":"PMQ78C13"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3",4.0]]}
+{"code":"PMQ78C13.1","dimensions":{"C02199V02655":"1","STATISTIC":"PMQ78C13"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3",4.0]]}
+{"code":"PMQ78C13.2","dimensions":{"C02199V02655":"2","STATISTIC":"PMQ78C13"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3",4.0]]}
diff --git a/PMQ79/dataset.json b/PMQ79/dataset.json
index 81cda50139d2464d4b37dabe17bc1b6d412c160b..86ff016df7cf58d42a6400504193177effbdb0db 100644
--- a/PMQ79/dataset.json
+++ b/PMQ79/dataset.json
@@ -6,7 +6,7 @@
   ],
   "dimensions_labels": {
     "C02076V02508": "Age Group",
-    "STATISTIC": "STATISTIC"
+    "STATISTIC": "Statistic"
   },
   "dimensions_values_labels": {
     "C02076V02508": [
@@ -75,14 +75,26 @@
       [
         "PMQ79C10",
         "Too much financial risk"
+      ],
+      [
+        "PMQ79C11",
+        "Wasnt offered pension in previous employments"
+      ],
+      [
+        "PMQ79C12",
+        "Income from farm, family business or inheritence"
+      ],
+      [
+        "PMQ79C13",
+        "Other"
       ]
     ]
   },
   "name": "Persons in employment (ILO) aged 20 to 69 years with no pension classified by main reason for not having a pension",
   "notes": [
-    "Please note data may not add to 100% due to rounding issues..",
+    "Refer to Background Notes for the definition of the ILO Labour Force classification of persons in employment.<br /><br />Please note data may not add to 100% due to rounding issues.",
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/housingandhouseholds/pensioncoverage/\">statistical release page</a> on our website"
   ],
   "source_href": "https://data.cso.ie/table/PMQ79",
-  "updated_at": "2024-02-26T11:00:00Z"
+  "updated_at": "2024-12-19T11:00:00Z"
 }
\ No newline at end of file
diff --git a/PMQ79/series.jsonl b/PMQ79/series.jsonl
index d3e3c8c6ec1780c4ade5f63950d568f7cb8109ce..8a47a905019dd4499985229193bb2ced24ad09c6 100644
--- a/PMQ79/series.jsonl
+++ b/PMQ79/series.jsonl
@@ -1,60 +1,78 @@
-{"code":"PMQ79C01.-","dimensions":{"C02076V02508":"-","STATISTIC":"PMQ79C01"},"observations":[["PERIOD","VALUE"],["2022Q3",37.0],["2023Q3",34.0]]}
-{"code":"PMQ79C01.365","dimensions":{"C02076V02508":"365","STATISTIC":"PMQ79C01"},"observations":[["PERIOD","VALUE"],["2022Q3",41.0],["2023Q3",40.0]]}
-{"code":"PMQ79C01.415","dimensions":{"C02076V02508":"415","STATISTIC":"PMQ79C01"},"observations":[["PERIOD","VALUE"],["2022Q3",48.0],["2023Q3",37.0]]}
-{"code":"PMQ79C01.465","dimensions":{"C02076V02508":"465","STATISTIC":"PMQ79C01"},"observations":[["PERIOD","VALUE"],["2022Q3",33.0],["2023Q3",33.0]]}
-{"code":"PMQ79C01.500","dimensions":{"C02076V02508":"500","STATISTIC":"PMQ79C01"},"observations":[["PERIOD","VALUE"],["2022Q3",26.0],["2023Q3",26.0]]}
-{"code":"PMQ79C01.540","dimensions":{"C02076V02508":"540","STATISTIC":"PMQ79C01"},"observations":[["PERIOD","VALUE"],["2022Q3",28.0],["2023Q3",30.0]]}
-{"code":"PMQ79C02.-","dimensions":{"C02076V02508":"-","STATISTIC":"PMQ79C02"},"observations":[["PERIOD","VALUE"],["2022Q3",10.0],["2023Q3",9.0]]}
-{"code":"PMQ79C02.365","dimensions":{"C02076V02508":"365","STATISTIC":"PMQ79C02"},"observations":[["PERIOD","VALUE"],["2022Q3",21.0],["2023Q3",12.0]]}
-{"code":"PMQ79C02.415","dimensions":{"C02076V02508":"415","STATISTIC":"PMQ79C02"},"observations":[["PERIOD","VALUE"],["2022Q3",14.0],["2023Q3",13.0]]}
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-{"code":"PMQ79C02.500","dimensions":{"C02076V02508":"500","STATISTIC":"PMQ79C02"},"observations":[["PERIOD","VALUE"],["2022Q3",3.0],["2023Q3",5.0]]}
-{"code":"PMQ79C02.540","dimensions":{"C02076V02508":"540","STATISTIC":"PMQ79C02"},"observations":[["PERIOD","VALUE"],["2022Q3",1.0],["2023Q3",1.0]]}
-{"code":"PMQ79C03.-","dimensions":{"C02076V02508":"-","STATISTIC":"PMQ79C03"},"observations":[["PERIOD","VALUE"],["2022Q3",40.0],["2023Q3",43.0]]}
-{"code":"PMQ79C03.365","dimensions":{"C02076V02508":"365","STATISTIC":"PMQ79C03"},"observations":[["PERIOD","VALUE"],["2022Q3",29.0],["2023Q3",33.0]]}
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-{"code":"PMQ79C04.-","dimensions":{"C02076V02508":"-","STATISTIC":"PMQ79C04"},"observations":[["PERIOD","VALUE"],["2022Q3",6.0],["2023Q3",6.0]]}
-{"code":"PMQ79C04.365","dimensions":{"C02076V02508":"365","STATISTIC":"PMQ79C04"},"observations":[["PERIOD","VALUE"],["2022Q3",6.0],["2023Q3",8.0]]}
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+{"code":"PMQ79C12.540","dimensions":{"C02076V02508":"540","STATISTIC":"PMQ79C12"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3",5.0]]}
+{"code":"PMQ79C13.-","dimensions":{"C02076V02508":"-","STATISTIC":"PMQ79C13"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3",4.0]]}
+{"code":"PMQ79C13.365","dimensions":{"C02076V02508":"365","STATISTIC":"PMQ79C13"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3",2.0]]}
+{"code":"PMQ79C13.415","dimensions":{"C02076V02508":"415","STATISTIC":"PMQ79C13"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3",4.0]]}
+{"code":"PMQ79C13.465","dimensions":{"C02076V02508":"465","STATISTIC":"PMQ79C13"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3",4.0]]}
+{"code":"PMQ79C13.500","dimensions":{"C02076V02508":"500","STATISTIC":"PMQ79C13"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3",5.0]]}
+{"code":"PMQ79C13.540","dimensions":{"C02076V02508":"540","STATISTIC":"PMQ79C13"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3",5.0]]}
diff --git a/PMQ80/dataset.json b/PMQ80/dataset.json
index 25d1e7c3c9e0ff4d3ea0d2e063d6446bffd5ae75..a3ce9a183c645b4b2c794522a9e02d71b5cfb224 100644
--- a/PMQ80/dataset.json
+++ b/PMQ80/dataset.json
@@ -6,7 +6,7 @@
   ],
   "dimensions_labels": {
     "C02539V03074": "Nationality",
-    "STATISTIC": "STATISTIC"
+    "STATISTIC": "Statistic"
   },
   "dimensions_values_labels": {
     "C02539V03074": [
@@ -59,6 +59,18 @@
       [
         "PMQ80C10",
         "Too much financial risk"
+      ],
+      [
+        "PMQ80C11",
+        "Wasnt offered pension in previous employments"
+      ],
+      [
+        "PMQ80C12",
+        "Income from farm, family business or inheritence"
+      ],
+      [
+        "PMQ80C13",
+        "Other"
       ]
     ]
   },
@@ -68,5 +80,5 @@
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/housingandhouseholds/pensioncoverage/\">statistical release page</a> on our website"
   ],
   "source_href": "https://data.cso.ie/table/PMQ80",
-  "updated_at": "2024-02-26T11:00:00Z"
+  "updated_at": "2024-12-19T11:00:00Z"
 }
\ No newline at end of file
diff --git a/PMQ80/series.jsonl b/PMQ80/series.jsonl
index 24131e12f32de149f438f154c5a1012a876cb27a..b6630e31ccaaea23b6b66408ea863c00e64b38dc 100644
--- a/PMQ80/series.jsonl
+++ b/PMQ80/series.jsonl
@@ -1,20 +1,26 @@
-{"code":"PMQ80C01.IE","dimensions":{"C02539V03074":"IE","STATISTIC":"PMQ80C01"},"observations":[["PERIOD","VALUE"],["2022Q3",37.0],["2023Q3",34.0]]}
-{"code":"PMQ80C01.IE05","dimensions":{"C02539V03074":"IE05","STATISTIC":"PMQ80C01"},"observations":[["PERIOD","VALUE"],["2022Q3",38.0],["2023Q3",32.0]]}
-{"code":"PMQ80C02.IE","dimensions":{"C02539V03074":"IE","STATISTIC":"PMQ80C02"},"observations":[["PERIOD","VALUE"],["2022Q3",10.0],["2023Q3",9.0]]}
-{"code":"PMQ80C02.IE05","dimensions":{"C02539V03074":"IE05","STATISTIC":"PMQ80C02"},"observations":[["PERIOD","VALUE"],["2022Q3",12.0],["2023Q3",9.0]]}
-{"code":"PMQ80C03.IE","dimensions":{"C02539V03074":"IE","STATISTIC":"PMQ80C03"},"observations":[["PERIOD","VALUE"],["2022Q3",42.0],["2023Q3",44.0]]}
-{"code":"PMQ80C03.IE05","dimensions":{"C02539V03074":"IE05","STATISTIC":"PMQ80C03"},"observations":[["PERIOD","VALUE"],["2022Q3",35.0],["2023Q3",41.0]]}
-{"code":"PMQ80C04.IE","dimensions":{"C02539V03074":"IE","STATISTIC":"PMQ80C04"},"observations":[["PERIOD","VALUE"],["2022Q3",5.0],["2023Q3",5.0]]}
-{"code":"PMQ80C04.IE05","dimensions":{"C02539V03074":"IE05","STATISTIC":"PMQ80C04"},"observations":[["PERIOD","VALUE"],["2022Q3",10.0],["2023Q3",10.0]]}
-{"code":"PMQ80C05.IE","dimensions":{"C02539V03074":"IE","STATISTIC":"PMQ80C05"},"observations":[["PERIOD","VALUE"],["2022Q3",2.0],["2023Q3",2.0]]}
-{"code":"PMQ80C05.IE05","dimensions":{"C02539V03074":"IE05","STATISTIC":"PMQ80C05"},"observations":[["PERIOD","VALUE"],["2022Q3",2.0],["2023Q3",2.0]]}
-{"code":"PMQ80C06.IE","dimensions":{"C02539V03074":"IE","STATISTIC":"PMQ80C06"},"observations":[["PERIOD","VALUE"],["2022Q3",2.0],["2023Q3",2.0]]}
-{"code":"PMQ80C06.IE05","dimensions":{"C02539V03074":"IE05","STATISTIC":"PMQ80C06"},"observations":[["PERIOD","VALUE"],["2022Q3",1.0],["2023Q3",1.0]]}
-{"code":"PMQ80C07.IE","dimensions":{"C02539V03074":"IE","STATISTIC":"PMQ80C07"},"observations":[["PERIOD","VALUE"],["2022Q3",1.0],["2023Q3",1.0]]}
-{"code":"PMQ80C07.IE05","dimensions":{"C02539V03074":"IE05","STATISTIC":"PMQ80C07"},"observations":[["PERIOD","VALUE"],["2022Q3",1.0],["2023Q3",0.0]]}
-{"code":"PMQ80C08.IE","dimensions":{"C02539V03074":"IE","STATISTIC":"PMQ80C08"},"observations":[["PERIOD","VALUE"],["2022Q3",1.0],["2023Q3","NA"]]}
-{"code":"PMQ80C08.IE05","dimensions":{"C02539V03074":"IE05","STATISTIC":"PMQ80C08"},"observations":[["PERIOD","VALUE"],["2022Q3",1.0],["2023Q3","NA"]]}
-{"code":"PMQ80C09.IE","dimensions":{"C02539V03074":"IE","STATISTIC":"PMQ80C09"},"observations":[["PERIOD","VALUE"],["2022Q3",1.0],["2023Q3",2.0]]}
-{"code":"PMQ80C09.IE05","dimensions":{"C02539V03074":"IE05","STATISTIC":"PMQ80C09"},"observations":[["PERIOD","VALUE"],["2022Q3",1.0],["2023Q3",1.0]]}
-{"code":"PMQ80C10.IE","dimensions":{"C02539V03074":"IE","STATISTIC":"PMQ80C10"},"observations":[["PERIOD","VALUE"],["2022Q3",1.0],["2023Q3",1.0]]}
-{"code":"PMQ80C10.IE05","dimensions":{"C02539V03074":"IE05","STATISTIC":"PMQ80C10"},"observations":[["PERIOD","VALUE"],["2022Q3",0.0],["2023Q3",2.0]]}
+{"code":"PMQ80C01.IE","dimensions":{"C02539V03074":"IE","STATISTIC":"PMQ80C01"},"observations":[["PERIOD","VALUE"],["2022Q3",37.0],["2023Q3",34.0],["2024Q3",23.0]]}
+{"code":"PMQ80C01.IE05","dimensions":{"C02539V03074":"IE05","STATISTIC":"PMQ80C01"},"observations":[["PERIOD","VALUE"],["2022Q3",38.0],["2023Q3",32.0],["2024Q3",30.0]]}
+{"code":"PMQ80C02.IE","dimensions":{"C02539V03074":"IE","STATISTIC":"PMQ80C02"},"observations":[["PERIOD","VALUE"],["2022Q3",10.0],["2023Q3",9.0],["2024Q3",18.0]]}
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+{"code":"PMQ80C03.IE","dimensions":{"C02539V03074":"IE","STATISTIC":"PMQ80C03"},"observations":[["PERIOD","VALUE"],["2022Q3",42.0],["2023Q3",44.0],["2024Q3",33.0]]}
+{"code":"PMQ80C03.IE05","dimensions":{"C02539V03074":"IE05","STATISTIC":"PMQ80C03"},"observations":[["PERIOD","VALUE"],["2022Q3",35.0],["2023Q3",41.0],["2024Q3",24.0]]}
+{"code":"PMQ80C04.IE","dimensions":{"C02539V03074":"IE","STATISTIC":"PMQ80C04"},"observations":[["PERIOD","VALUE"],["2022Q3",5.0],["2023Q3",5.0],["2024Q3",4.0]]}
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+{"code":"PMQ80C05.IE","dimensions":{"C02539V03074":"IE","STATISTIC":"PMQ80C05"},"observations":[["PERIOD","VALUE"],["2022Q3",2.0],["2023Q3",2.0],["2024Q3",2.0]]}
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+{"code":"PMQ80C08.IE","dimensions":{"C02539V03074":"IE","STATISTIC":"PMQ80C08"},"observations":[["PERIOD","VALUE"],["2022Q3",1.0],["2023Q3","NA"],["2024Q3","NA"]]}
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+{"code":"PMQ80C11.IE","dimensions":{"C02539V03074":"IE","STATISTIC":"PMQ80C11"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3",11.0]]}
+{"code":"PMQ80C11.IE05","dimensions":{"C02539V03074":"IE05","STATISTIC":"PMQ80C11"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3",11.0]]}
+{"code":"PMQ80C12.IE","dimensions":{"C02539V03074":"IE","STATISTIC":"PMQ80C12"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3",2.0]]}
+{"code":"PMQ80C12.IE05","dimensions":{"C02539V03074":"IE05","STATISTIC":"PMQ80C12"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3",0.0]]}
+{"code":"PMQ80C13.IE","dimensions":{"C02539V03074":"IE","STATISTIC":"PMQ80C13"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3",3.0]]}
+{"code":"PMQ80C13.IE05","dimensions":{"C02539V03074":"IE05","STATISTIC":"PMQ80C13"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3",5.0]]}
diff --git a/PMQ81/dataset.json b/PMQ81/dataset.json
index b9423b8ef5e46f703f0b57a62b444b21eaaf840e..e437db5af3932dc9b9eb86e95ee557813185b016 100644
--- a/PMQ81/dataset.json
+++ b/PMQ81/dataset.json
@@ -6,7 +6,7 @@
   ],
   "dimensions_labels": {
     "C02472V02994": "Hours of Work",
-    "STATISTIC": "STATISTIC"
+    "STATISTIC": "Statistic"
   },
   "dimensions_values_labels": {
     "C02472V02994": [
@@ -59,6 +59,18 @@
       [
         "PMQ81C10",
         "Too much financial risk"
+      ],
+      [
+        "PMQ81C11",
+        "Wasnt offered pension in previous employments"
+      ],
+      [
+        "PMQ81C12",
+        "Income from farm, family business or inheritence"
+      ],
+      [
+        "PMQ81C13",
+        "Other"
       ]
     ]
   },
@@ -68,5 +80,5 @@
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/housingandhouseholds/pensioncoverage/\">statistical release page </a>on our website"
   ],
   "source_href": "https://data.cso.ie/table/PMQ81",
-  "updated_at": "2024-02-26T11:00:00Z"
+  "updated_at": "2024-12-19T11:00:00Z"
 }
\ No newline at end of file
diff --git a/PMQ81/series.jsonl b/PMQ81/series.jsonl
index fb47203b796bc1fe7ba6afaddb3d2222436dd1f9..fd9302b850608a24e5968fb8f7fbf1c27e5f9aa8 100644
--- a/PMQ81/series.jsonl
+++ b/PMQ81/series.jsonl
@@ -1,20 +1,26 @@
-{"code":"PMQ81C01.1","dimensions":{"C02472V02994":"1","STATISTIC":"PMQ81C01"},"observations":[["PERIOD","VALUE"],["2022Q3",38.0],["2023Q3",36.0]]}
-{"code":"PMQ81C01.2","dimensions":{"C02472V02994":"2","STATISTIC":"PMQ81C01"},"observations":[["PERIOD","VALUE"],["2022Q3",35.0],["2023Q3",29.0]]}
-{"code":"PMQ81C02.1","dimensions":{"C02472V02994":"1","STATISTIC":"PMQ81C02"},"observations":[["PERIOD","VALUE"],["2022Q3",11.0],["2023Q3",10.0]]}
-{"code":"PMQ81C02.2","dimensions":{"C02472V02994":"2","STATISTIC":"PMQ81C02"},"observations":[["PERIOD","VALUE"],["2022Q3",9.0],["2023Q3",5.0]]}
-{"code":"PMQ81C03.1","dimensions":{"C02472V02994":"1","STATISTIC":"PMQ81C03"},"observations":[["PERIOD","VALUE"],["2022Q3",37.0],["2023Q3",40.0]]}
-{"code":"PMQ81C03.2","dimensions":{"C02472V02994":"2","STATISTIC":"PMQ81C03"},"observations":[["PERIOD","VALUE"],["2022Q3",46.0],["2023Q3",51.0]]}
-{"code":"PMQ81C04.1","dimensions":{"C02472V02994":"1","STATISTIC":"PMQ81C04"},"observations":[["PERIOD","VALUE"],["2022Q3",7.0],["2023Q3",6.0]]}
-{"code":"PMQ81C04.2","dimensions":{"C02472V02994":"2","STATISTIC":"PMQ81C04"},"observations":[["PERIOD","VALUE"],["2022Q3",3.0],["2023Q3",6.0]]}
-{"code":"PMQ81C05.1","dimensions":{"C02472V02994":"1","STATISTIC":"PMQ81C05"},"observations":[["PERIOD","VALUE"],["2022Q3",3.0],["2023Q3",2.0]]}
-{"code":"PMQ81C05.2","dimensions":{"C02472V02994":"2","STATISTIC":"PMQ81C05"},"observations":[["PERIOD","VALUE"],["2022Q3",2.0],["2023Q3",1.0]]}
-{"code":"PMQ81C06.1","dimensions":{"C02472V02994":"1","STATISTIC":"PMQ81C06"},"observations":[["PERIOD","VALUE"],["2022Q3",1.0],["2023Q3",1.0]]}
-{"code":"PMQ81C06.2","dimensions":{"C02472V02994":"2","STATISTIC":"PMQ81C06"},"observations":[["PERIOD","VALUE"],["2022Q3",2.0],["2023Q3",3.0]]}
-{"code":"PMQ81C07.1","dimensions":{"C02472V02994":"1","STATISTIC":"PMQ81C07"},"observations":[["PERIOD","VALUE"],["2022Q3",1.0],["2023Q3",1.0]]}
-{"code":"PMQ81C07.2","dimensions":{"C02472V02994":"2","STATISTIC":"PMQ81C07"},"observations":[["PERIOD","VALUE"],["2022Q3",1.0],["2023Q3",1.0]]}
-{"code":"PMQ81C08.1","dimensions":{"C02472V02994":"1","STATISTIC":"PMQ81C08"},"observations":[["PERIOD","VALUE"],["2022Q3",1.0],["2023Q3","NA"]]}
-{"code":"PMQ81C08.2","dimensions":{"C02472V02994":"2","STATISTIC":"PMQ81C08"},"observations":[["PERIOD","VALUE"],["2022Q3",0.0],["2023Q3","NA"]]}
-{"code":"PMQ81C09.1","dimensions":{"C02472V02994":"1","STATISTIC":"PMQ81C09"},"observations":[["PERIOD","VALUE"],["2022Q3",0.0],["2023Q3",2.0]]}
-{"code":"PMQ81C09.2","dimensions":{"C02472V02994":"2","STATISTIC":"PMQ81C09"},"observations":[["PERIOD","VALUE"],["2022Q3",1.0],["2023Q3",3.0]]}
-{"code":"PMQ81C10.1","dimensions":{"C02472V02994":"1","STATISTIC":"PMQ81C10"},"observations":[["PERIOD","VALUE"],["2022Q3",1.0],["2023Q3",2.0]]}
-{"code":"PMQ81C10.2","dimensions":{"C02472V02994":"2","STATISTIC":"PMQ81C10"},"observations":[["PERIOD","VALUE"],["2022Q3",0.0],["2023Q3",0.0]]}
+{"code":"PMQ81C01.1","dimensions":{"C02472V02994":"1","STATISTIC":"PMQ81C01"},"observations":[["PERIOD","VALUE"],["2022Q3",38.0],["2023Q3",36.0],["2024Q3",25.0]]}
+{"code":"PMQ81C01.2","dimensions":{"C02472V02994":"2","STATISTIC":"PMQ81C01"},"observations":[["PERIOD","VALUE"],["2022Q3",35.0],["2023Q3",29.0],["2024Q3",26.0]]}
+{"code":"PMQ81C02.1","dimensions":{"C02472V02994":"1","STATISTIC":"PMQ81C02"},"observations":[["PERIOD","VALUE"],["2022Q3",11.0],["2023Q3",10.0],["2024Q3",20.0]]}
+{"code":"PMQ81C02.2","dimensions":{"C02472V02994":"2","STATISTIC":"PMQ81C02"},"observations":[["PERIOD","VALUE"],["2022Q3",9.0],["2023Q3",5.0],["2024Q3",12.0]]}
+{"code":"PMQ81C03.1","dimensions":{"C02472V02994":"1","STATISTIC":"PMQ81C03"},"observations":[["PERIOD","VALUE"],["2022Q3",37.0],["2023Q3",40.0],["2024Q3",27.0]]}
+{"code":"PMQ81C03.2","dimensions":{"C02472V02994":"2","STATISTIC":"PMQ81C03"},"observations":[["PERIOD","VALUE"],["2022Q3",46.0],["2023Q3",51.0],["2024Q3",38.0]]}
+{"code":"PMQ81C04.1","dimensions":{"C02472V02994":"1","STATISTIC":"PMQ81C04"},"observations":[["PERIOD","VALUE"],["2022Q3",7.0],["2023Q3",6.0],["2024Q3",5.0]]}
+{"code":"PMQ81C04.2","dimensions":{"C02472V02994":"2","STATISTIC":"PMQ81C04"},"observations":[["PERIOD","VALUE"],["2022Q3",3.0],["2023Q3",6.0],["2024Q3",4.0]]}
+{"code":"PMQ81C05.1","dimensions":{"C02472V02994":"1","STATISTIC":"PMQ81C05"},"observations":[["PERIOD","VALUE"],["2022Q3",3.0],["2023Q3",2.0],["2024Q3",3.0]]}
+{"code":"PMQ81C05.2","dimensions":{"C02472V02994":"2","STATISTIC":"PMQ81C05"},"observations":[["PERIOD","VALUE"],["2022Q3",2.0],["2023Q3",1.0],["2024Q3",1.0]]}
+{"code":"PMQ81C06.1","dimensions":{"C02472V02994":"1","STATISTIC":"PMQ81C06"},"observations":[["PERIOD","VALUE"],["2022Q3",1.0],["2023Q3",1.0],["2024Q3",1.0]]}
+{"code":"PMQ81C06.2","dimensions":{"C02472V02994":"2","STATISTIC":"PMQ81C06"},"observations":[["PERIOD","VALUE"],["2022Q3",2.0],["2023Q3",3.0],["2024Q3",3.0]]}
+{"code":"PMQ81C07.1","dimensions":{"C02472V02994":"1","STATISTIC":"PMQ81C07"},"observations":[["PERIOD","VALUE"],["2022Q3",1.0],["2023Q3",1.0],["2024Q3",1.0]]}
+{"code":"PMQ81C07.2","dimensions":{"C02472V02994":"2","STATISTIC":"PMQ81C07"},"observations":[["PERIOD","VALUE"],["2022Q3",1.0],["2023Q3",1.0],["2024Q3",1.0]]}
+{"code":"PMQ81C08.1","dimensions":{"C02472V02994":"1","STATISTIC":"PMQ81C08"},"observations":[["PERIOD","VALUE"],["2022Q3",1.0],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ81C08.2","dimensions":{"C02472V02994":"2","STATISTIC":"PMQ81C08"},"observations":[["PERIOD","VALUE"],["2022Q3",0.0],["2023Q3","NA"],["2024Q3","NA"]]}
+{"code":"PMQ81C09.1","dimensions":{"C02472V02994":"1","STATISTIC":"PMQ81C09"},"observations":[["PERIOD","VALUE"],["2022Q3",0.0],["2023Q3",2.0],["2024Q3",0.0]]}
+{"code":"PMQ81C09.2","dimensions":{"C02472V02994":"2","STATISTIC":"PMQ81C09"},"observations":[["PERIOD","VALUE"],["2022Q3",1.0],["2023Q3",3.0],["2024Q3",0.0]]}
+{"code":"PMQ81C10.1","dimensions":{"C02472V02994":"1","STATISTIC":"PMQ81C10"},"observations":[["PERIOD","VALUE"],["2022Q3",1.0],["2023Q3",2.0],["2024Q3","NA"]]}
+{"code":"PMQ81C10.2","dimensions":{"C02472V02994":"2","STATISTIC":"PMQ81C10"},"observations":[["PERIOD","VALUE"],["2022Q3",0.0],["2023Q3",0.0],["2024Q3","NA"]]}
+{"code":"PMQ81C11.1","dimensions":{"C02472V02994":"1","STATISTIC":"PMQ81C11"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3",11.0]]}
+{"code":"PMQ81C11.2","dimensions":{"C02472V02994":"2","STATISTIC":"PMQ81C11"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3",12.0]]}
+{"code":"PMQ81C12.1","dimensions":{"C02472V02994":"1","STATISTIC":"PMQ81C12"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3",1.0]]}
+{"code":"PMQ81C12.2","dimensions":{"C02472V02994":"2","STATISTIC":"PMQ81C12"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3",1.0]]}
+{"code":"PMQ81C13.1","dimensions":{"C02472V02994":"1","STATISTIC":"PMQ81C13"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3",4.0]]}
+{"code":"PMQ81C13.2","dimensions":{"C02472V02994":"2","STATISTIC":"PMQ81C13"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3",3.0]]}
diff --git a/PMQ82/dataset.json b/PMQ82/dataset.json
index 21a9e6649dec1c8faf542a369ea63a9f1c6756a4..07013fffdf63cfe2cce98baf40b536ecb22ba8c8 100644
--- a/PMQ82/dataset.json
+++ b/PMQ82/dataset.json
@@ -6,7 +6,7 @@
   ],
   "dimensions_labels": {
     "C02199V02655": "Sex",
-    "STATISTIC": "STATISTIC"
+    "STATISTIC": "Statistic"
   },
   "dimensions_values_labels": {
     "C02199V02655": [
@@ -55,14 +55,18 @@
       [
         "PMQ82C08",
         "Rent from properties or land"
+      ],
+      [
+        "PMQ82C09",
+        "Income from farm, business or inheritence"
       ]
     ]
   },
   "name": "Persons in employment (ILO) aged 20 to 69 years without a pension classified by expected main source of income on retirement",
   "notes": [
-    "Please note data may not add to 100% due to rounding issues..",
+    "Refer to Background Notes for the definition of the ILO Labour Force classification of persons in employment.<br />Please note data may not add to 100% due to rounding issues.<br />.. Sample occurrence too small for estimation.",
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/housingandhouseholds/pensioncoverage/\">statistical release page</a> on our website"
   ],
   "source_href": "https://data.cso.ie/table/PMQ82",
-  "updated_at": "2024-02-26T11:00:00Z"
+  "updated_at": "2024-12-19T11:00:00Z"
 }
\ No newline at end of file
diff --git a/PMQ82/series.jsonl b/PMQ82/series.jsonl
index 159c77aa5d40808743ef46bb687bbc8b4d1966c1..0179764c23c04d9b6c525ecff8de2d7fdc07eaad 100644
--- a/PMQ82/series.jsonl
+++ b/PMQ82/series.jsonl
@@ -1,24 +1,27 @@
-{"code":"PMQ82C01.-","dimensions":{"C02199V02655":"-","STATISTIC":"PMQ82C01"},"observations":[["PERIOD","VALUE"],["2022Q3",57.0],["2023Q3",59.0]]}
-{"code":"PMQ82C01.1","dimensions":{"C02199V02655":"1","STATISTIC":"PMQ82C01"},"observations":[["PERIOD","VALUE"],["2022Q3",55.0],["2023Q3",58.0]]}
-{"code":"PMQ82C01.2","dimensions":{"C02199V02655":"2","STATISTIC":"PMQ82C01"},"observations":[["PERIOD","VALUE"],["2022Q3",58.0],["2023Q3",59.0]]}
-{"code":"PMQ82C02.-","dimensions":{"C02199V02655":"-","STATISTIC":"PMQ82C02"},"observations":[["PERIOD","VALUE"],["2022Q3",26.0],["2023Q3",17.0]]}
-{"code":"PMQ82C02.1","dimensions":{"C02199V02655":"1","STATISTIC":"PMQ82C02"},"observations":[["PERIOD","VALUE"],["2022Q3",27.0],["2023Q3",17.0]]}
-{"code":"PMQ82C02.2","dimensions":{"C02199V02655":"2","STATISTIC":"PMQ82C02"},"observations":[["PERIOD","VALUE"],["2022Q3",25.0],["2023Q3",17.0]]}
-{"code":"PMQ82C03.-","dimensions":{"C02199V02655":"-","STATISTIC":"PMQ82C03"},"observations":[["PERIOD","VALUE"],["2022Q3",9.0],["2023Q3",11.0]]}
-{"code":"PMQ82C03.1","dimensions":{"C02199V02655":"1","STATISTIC":"PMQ82C03"},"observations":[["PERIOD","VALUE"],["2022Q3",10.0],["2023Q3",8.0]]}
-{"code":"PMQ82C03.2","dimensions":{"C02199V02655":"2","STATISTIC":"PMQ82C03"},"observations":[["PERIOD","VALUE"],["2022Q3",7.0],["2023Q3",13.0]]}
-{"code":"PMQ82C04.-","dimensions":{"C02199V02655":"-","STATISTIC":"PMQ82C04"},"observations":[["PERIOD","VALUE"],["2022Q3",3.0],["2023Q3",2.0]]}
-{"code":"PMQ82C04.1","dimensions":{"C02199V02655":"1","STATISTIC":"PMQ82C04"},"observations":[["PERIOD","VALUE"],["2022Q3",1.0],["2023Q3",4.0]]}
-{"code":"PMQ82C04.2","dimensions":{"C02199V02655":"2","STATISTIC":"PMQ82C04"},"observations":[["PERIOD","VALUE"],["2022Q3",5.0],["2023Q3",1.0]]}
-{"code":"PMQ82C05.-","dimensions":{"C02199V02655":"-","STATISTIC":"PMQ82C05"},"observations":[["PERIOD","VALUE"],["2022Q3",2.0],["2023Q3",2.0]]}
-{"code":"PMQ82C05.1","dimensions":{"C02199V02655":"1","STATISTIC":"PMQ82C05"},"observations":[["PERIOD","VALUE"],["2022Q3",3.0],["2023Q3",1.0]]}
-{"code":"PMQ82C05.2","dimensions":{"C02199V02655":"2","STATISTIC":"PMQ82C05"},"observations":[["PERIOD","VALUE"],["2022Q3",1.0],["2023Q3",2.0]]}
-{"code":"PMQ82C06.-","dimensions":{"C02199V02655":"-","STATISTIC":"PMQ82C06"},"observations":[["PERIOD","VALUE"],["2022Q3",2.0],["2023Q3",5.0]]}
-{"code":"PMQ82C06.1","dimensions":{"C02199V02655":"1","STATISTIC":"PMQ82C06"},"observations":[["PERIOD","VALUE"],["2022Q3",1.0],["2023Q3",5.0]]}
-{"code":"PMQ82C06.2","dimensions":{"C02199V02655":"2","STATISTIC":"PMQ82C06"},"observations":[["PERIOD","VALUE"],["2022Q3",2.0],["2023Q3",5.0]]}
-{"code":"PMQ82C07.-","dimensions":{"C02199V02655":"-","STATISTIC":"PMQ82C07"},"observations":[["PERIOD","VALUE"],["2022Q3",1.0],["2023Q3",3.0]]}
-{"code":"PMQ82C07.1","dimensions":{"C02199V02655":"1","STATISTIC":"PMQ82C07"},"observations":[["PERIOD","VALUE"],["2022Q3",1.0],["2023Q3",4.0]]}
-{"code":"PMQ82C07.2","dimensions":{"C02199V02655":"2","STATISTIC":"PMQ82C07"},"observations":[["PERIOD","VALUE"],["2022Q3",1.0],["2023Q3",3.0]]}
-{"code":"PMQ82C08.-","dimensions":{"C02199V02655":"-","STATISTIC":"PMQ82C08"},"observations":[["PERIOD","VALUE"],["2022Q3",1.0],["2023Q3",1.0]]}
-{"code":"PMQ82C08.1","dimensions":{"C02199V02655":"1","STATISTIC":"PMQ82C08"},"observations":[["PERIOD","VALUE"],["2022Q3",1.0],["2023Q3",1.0]]}
-{"code":"PMQ82C08.2","dimensions":{"C02199V02655":"2","STATISTIC":"PMQ82C08"},"observations":[["PERIOD","VALUE"],["2022Q3",1.0],["2023Q3",1.0]]}
+{"code":"PMQ82C01.-","dimensions":{"C02199V02655":"-","STATISTIC":"PMQ82C01"},"observations":[["PERIOD","VALUE"],["2022Q3",57.0],["2023Q3",59.0],["2024Q3",52.0]]}
+{"code":"PMQ82C01.1","dimensions":{"C02199V02655":"1","STATISTIC":"PMQ82C01"},"observations":[["PERIOD","VALUE"],["2022Q3",55.0],["2023Q3",58.0],["2024Q3",49.0]]}
+{"code":"PMQ82C01.2","dimensions":{"C02199V02655":"2","STATISTIC":"PMQ82C01"},"observations":[["PERIOD","VALUE"],["2022Q3",58.0],["2023Q3",59.0],["2024Q3",56.0]]}
+{"code":"PMQ82C02.-","dimensions":{"C02199V02655":"-","STATISTIC":"PMQ82C02"},"observations":[["PERIOD","VALUE"],["2022Q3",26.0],["2023Q3",17.0],["2024Q3",25.0]]}
+{"code":"PMQ82C02.1","dimensions":{"C02199V02655":"1","STATISTIC":"PMQ82C02"},"observations":[["PERIOD","VALUE"],["2022Q3",27.0],["2023Q3",17.0],["2024Q3",27.0]]}
+{"code":"PMQ82C02.2","dimensions":{"C02199V02655":"2","STATISTIC":"PMQ82C02"},"observations":[["PERIOD","VALUE"],["2022Q3",25.0],["2023Q3",17.0],["2024Q3",24.0]]}
+{"code":"PMQ82C03.-","dimensions":{"C02199V02655":"-","STATISTIC":"PMQ82C03"},"observations":[["PERIOD","VALUE"],["2022Q3",9.0],["2023Q3",11.0],["2024Q3",7.0]]}
+{"code":"PMQ82C03.1","dimensions":{"C02199V02655":"1","STATISTIC":"PMQ82C03"},"observations":[["PERIOD","VALUE"],["2022Q3",10.0],["2023Q3",8.0],["2024Q3",8.0]]}
+{"code":"PMQ82C03.2","dimensions":{"C02199V02655":"2","STATISTIC":"PMQ82C03"},"observations":[["PERIOD","VALUE"],["2022Q3",7.0],["2023Q3",13.0],["2024Q3",5.0]]}
+{"code":"PMQ82C04.-","dimensions":{"C02199V02655":"-","STATISTIC":"PMQ82C04"},"observations":[["PERIOD","VALUE"],["2022Q3",3.0],["2023Q3",2.0],["2024Q3",2.0]]}
+{"code":"PMQ82C04.1","dimensions":{"C02199V02655":"1","STATISTIC":"PMQ82C04"},"observations":[["PERIOD","VALUE"],["2022Q3",1.0],["2023Q3",4.0],["2024Q3",1.0]]}
+{"code":"PMQ82C04.2","dimensions":{"C02199V02655":"2","STATISTIC":"PMQ82C04"},"observations":[["PERIOD","VALUE"],["2022Q3",5.0],["2023Q3",1.0],["2024Q3",4.0]]}
+{"code":"PMQ82C05.-","dimensions":{"C02199V02655":"-","STATISTIC":"PMQ82C05"},"observations":[["PERIOD","VALUE"],["2022Q3",2.0],["2023Q3",2.0],["2024Q3",1.0]]}
+{"code":"PMQ82C05.1","dimensions":{"C02199V02655":"1","STATISTIC":"PMQ82C05"},"observations":[["PERIOD","VALUE"],["2022Q3",3.0],["2023Q3",1.0],["2024Q3",1.0]]}
+{"code":"PMQ82C05.2","dimensions":{"C02199V02655":"2","STATISTIC":"PMQ82C05"},"observations":[["PERIOD","VALUE"],["2022Q3",1.0],["2023Q3",2.0],["2024Q3",1.0]]}
+{"code":"PMQ82C06.-","dimensions":{"C02199V02655":"-","STATISTIC":"PMQ82C06"},"observations":[["PERIOD","VALUE"],["2022Q3",2.0],["2023Q3",5.0],["2024Q3",11.0]]}
+{"code":"PMQ82C06.1","dimensions":{"C02199V02655":"1","STATISTIC":"PMQ82C06"},"observations":[["PERIOD","VALUE"],["2022Q3",1.0],["2023Q3",5.0],["2024Q3",13.0]]}
+{"code":"PMQ82C06.2","dimensions":{"C02199V02655":"2","STATISTIC":"PMQ82C06"},"observations":[["PERIOD","VALUE"],["2022Q3",2.0],["2023Q3",5.0],["2024Q3",10.0]]}
+{"code":"PMQ82C07.-","dimensions":{"C02199V02655":"-","STATISTIC":"PMQ82C07"},"observations":[["PERIOD","VALUE"],["2022Q3",1.0],["2023Q3",3.0],["2024Q3",0.0]]}
+{"code":"PMQ82C07.1","dimensions":{"C02199V02655":"1","STATISTIC":"PMQ82C07"},"observations":[["PERIOD","VALUE"],["2022Q3",1.0],["2023Q3",4.0],["2024Q3",0.0]]}
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+{"code":"PMQ82C08.2","dimensions":{"C02199V02655":"2","STATISTIC":"PMQ82C08"},"observations":[["PERIOD","VALUE"],["2022Q3",1.0],["2023Q3",1.0],["2024Q3",0.0]]}
+{"code":"PMQ82C09.-","dimensions":{"C02199V02655":"-","STATISTIC":"PMQ82C09"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3",1.0]]}
+{"code":"PMQ82C09.1","dimensions":{"C02199V02655":"1","STATISTIC":"PMQ82C09"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3",1.0]]}
+{"code":"PMQ82C09.2","dimensions":{"C02199V02655":"2","STATISTIC":"PMQ82C09"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3",1.0]]}
diff --git a/PMQ83/dataset.json b/PMQ83/dataset.json
index 83a8c15dd5398a80e17aa21b4b130ff505974593..1c270b8ea224c1817a6531c35bcf430de2efa6fe 100644
--- a/PMQ83/dataset.json
+++ b/PMQ83/dataset.json
@@ -67,14 +67,18 @@
       [
         "PMQ83C08",
         "Rent from properties or land"
+      ],
+      [
+        "PMQ83C09",
+        "Income from farm, business or inheritence"
       ]
     ]
   },
   "name": "Persons in employment (ILO) aged 20 to 69 years without a pension classified by expected main source of income on retirement",
   "notes": [
-    "Please note data may not add to 100% due to rounding issues..",
+    "Refer to Background Notes for the definition of the ILO Labour Force classification of persons in employment.<br />Please note data may not add to 100% due to rounding issues.<br />.. Sample occurrence too small for estimation.",
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/housingandhouseholds/pensioncoverage/\">statistical release page</a> on our website"
   ],
   "source_href": "https://data.cso.ie/table/PMQ83",
-  "updated_at": "2024-02-26T11:00:00Z"
+  "updated_at": "2024-12-19T11:00:00Z"
 }
\ No newline at end of file
diff --git a/PMQ83/series.jsonl b/PMQ83/series.jsonl
index 056fe47403503de7a8209d7642d98eb482baeda3..5956a6dee85b79b6d10f500f3d03a69758eed0bd 100644
--- a/PMQ83/series.jsonl
+++ b/PMQ83/series.jsonl
@@ -1,48 +1,54 @@
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-{"code":"PMQ83C01.465","dimensions":{"C02076V02508":"465","STATISTIC":"PMQ83C01"},"observations":[["PERIOD","VALUE"],["2022Q3",59.0],["2023Q3",62.0]]}
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-{"code":"PMQ83C01.540","dimensions":{"C02076V02508":"540","STATISTIC":"PMQ83C01"},"observations":[["PERIOD","VALUE"],["2022Q3",75.0],["2023Q3",81.0]]}
-{"code":"PMQ83C02.-","dimensions":{"C02076V02508":"-","STATISTIC":"PMQ83C02"},"observations":[["PERIOD","VALUE"],["2022Q3",26.0],["2023Q3",17.0]]}
-{"code":"PMQ83C02.365","dimensions":{"C02076V02508":"365","STATISTIC":"PMQ83C02"},"observations":[["PERIOD","VALUE"],["2022Q3",37.0],["2023Q3",29.0]]}
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+{"code":"PMQ83C08.500","dimensions":{"C02076V02508":"500","STATISTIC":"PMQ83C08"},"observations":[["PERIOD","VALUE"],["2022Q3",2.0],["2023Q3",2.0],["2024Q3",2.0]]}
+{"code":"PMQ83C08.540","dimensions":{"C02076V02508":"540","STATISTIC":"PMQ83C08"},"observations":[["PERIOD","VALUE"],["2022Q3",2.0],["2023Q3",1.0],["2024Q3",1.0]]}
+{"code":"PMQ83C09.-","dimensions":{"C02076V02508":"-","STATISTIC":"PMQ83C09"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3",1.0]]}
+{"code":"PMQ83C09.365","dimensions":{"C02076V02508":"365","STATISTIC":"PMQ83C09"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3",0.0]]}
+{"code":"PMQ83C09.415","dimensions":{"C02076V02508":"415","STATISTIC":"PMQ83C09"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3",1.0]]}
+{"code":"PMQ83C09.465","dimensions":{"C02076V02508":"465","STATISTIC":"PMQ83C09"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3",1.0]]}
+{"code":"PMQ83C09.500","dimensions":{"C02076V02508":"500","STATISTIC":"PMQ83C09"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3",2.0]]}
+{"code":"PMQ83C09.540","dimensions":{"C02076V02508":"540","STATISTIC":"PMQ83C09"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3",3.0]]}
diff --git a/PMQ84/dataset.json b/PMQ84/dataset.json
index 15f96d00c292f1d8d97862ca86c6e536c7c88424..f2db1e7dad63675dcabfb8a7377a0791afe6c8de 100644
--- a/PMQ84/dataset.json
+++ b/PMQ84/dataset.json
@@ -6,7 +6,7 @@
   ],
   "dimensions_labels": {
     "C02539V03074": "Nationality",
-    "STATISTIC": "STATISTIC"
+    "STATISTIC": "Statistic"
   },
   "dimensions_values_labels": {
     "C02539V03074": [
@@ -51,14 +51,18 @@
       [
         "PMQ84C08",
         "Rent from properties or land"
+      ],
+      [
+        "PMQ84C09",
+        "Income from farm, business or inheritence"
       ]
     ]
   },
   "name": "Persons in employment (ILO) aged 20 to 69 years without a pension classified by expected main source of income on retirement",
   "notes": [
-    "Please note data may not add to 100% due to rounding issues..",
+    "Refer to Background Notes for the definition of the ILO Labour Force classification of persons in employment.<br />Please note data may not add to 100% due to rounding issues.<br />.. Sample occurrence too small for estimation.",
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/housingandhouseholds/pensioncoverage/\">statistical release page</a> on our website"
   ],
   "source_href": "https://data.cso.ie/table/PMQ84",
-  "updated_at": "2024-02-26T11:00:00Z"
+  "updated_at": "2024-12-19T11:00:00Z"
 }
\ No newline at end of file
diff --git a/PMQ84/series.jsonl b/PMQ84/series.jsonl
index 4d85ba4df7359977cb0009bc102f98332aef92d0..2e58cc283945418b12bddc5098fb07a7ce2ebd1f 100644
--- a/PMQ84/series.jsonl
+++ b/PMQ84/series.jsonl
@@ -1,16 +1,18 @@
-{"code":"PMQ84C01.IE","dimensions":{"C02539V03074":"IE","STATISTIC":"PMQ84C01"},"observations":[["PERIOD","VALUE"],["2022Q3",60.0],["2023Q3",61.0]]}
-{"code":"PMQ84C01.IE05","dimensions":{"C02539V03074":"IE05","STATISTIC":"PMQ84C01"},"observations":[["PERIOD","VALUE"],["2022Q3",47.0],["2023Q3",52.0]]}
-{"code":"PMQ84C02.IE","dimensions":{"C02539V03074":"IE","STATISTIC":"PMQ84C02"},"observations":[["PERIOD","VALUE"],["2022Q3",24.0],["2023Q3",15.0]]}
-{"code":"PMQ84C02.IE05","dimensions":{"C02539V03074":"IE05","STATISTIC":"PMQ84C02"},"observations":[["PERIOD","VALUE"],["2022Q3",33.0],["2023Q3",22.0]]}
-{"code":"PMQ84C03.IE","dimensions":{"C02539V03074":"IE","STATISTIC":"PMQ84C03"},"observations":[["PERIOD","VALUE"],["2022Q3",7.0],["2023Q3",9.0]]}
-{"code":"PMQ84C03.IE05","dimensions":{"C02539V03074":"IE05","STATISTIC":"PMQ84C03"},"observations":[["PERIOD","VALUE"],["2022Q3",15.0],["2023Q3",19.0]]}
-{"code":"PMQ84C04.IE","dimensions":{"C02539V03074":"IE","STATISTIC":"PMQ84C04"},"observations":[["PERIOD","VALUE"],["2022Q3",4.0],["2023Q3",3.0]]}
-{"code":"PMQ84C04.IE05","dimensions":{"C02539V03074":"IE05","STATISTIC":"PMQ84C04"},"observations":[["PERIOD","VALUE"],["2022Q3",1.0],["2023Q3",2.0]]}
-{"code":"PMQ84C05.IE","dimensions":{"C02539V03074":"IE","STATISTIC":"PMQ84C05"},"observations":[["PERIOD","VALUE"],["2022Q3",2.0],["2023Q3",2.0]]}
-{"code":"PMQ84C05.IE05","dimensions":{"C02539V03074":"IE05","STATISTIC":"PMQ84C05"},"observations":[["PERIOD","VALUE"],["2022Q3",1.0],["2023Q3",0.0]]}
-{"code":"PMQ84C06.IE","dimensions":{"C02539V03074":"IE","STATISTIC":"PMQ84C06"},"observations":[["PERIOD","VALUE"],["2022Q3",1.0],["2023Q3",6.0]]}
-{"code":"PMQ84C06.IE05","dimensions":{"C02539V03074":"IE05","STATISTIC":"PMQ84C06"},"observations":[["PERIOD","VALUE"],["2022Q3",3.0],["2023Q3",3.0]]}
-{"code":"PMQ84C07.IE","dimensions":{"C02539V03074":"IE","STATISTIC":"PMQ84C07"},"observations":[["PERIOD","VALUE"],["2022Q3",2.0],["2023Q3",4.0]]}
-{"code":"PMQ84C07.IE05","dimensions":{"C02539V03074":"IE05","STATISTIC":"PMQ84C07"},"observations":[["PERIOD","VALUE"],["2022Q3",1.0],["2023Q3",2.0]]}
-{"code":"PMQ84C08.IE","dimensions":{"C02539V03074":"IE","STATISTIC":"PMQ84C08"},"observations":[["PERIOD","VALUE"],["2022Q3",1.0],["2023Q3",1.0]]}
-{"code":"PMQ84C08.IE05","dimensions":{"C02539V03074":"IE05","STATISTIC":"PMQ84C08"},"observations":[["PERIOD","VALUE"],["2022Q3",0.0],["2023Q3",0.0]]}
+{"code":"PMQ84C01.IE","dimensions":{"C02539V03074":"IE","STATISTIC":"PMQ84C01"},"observations":[["PERIOD","VALUE"],["2022Q3",60.0],["2023Q3",61.0],["2024Q3",55.0]]}
+{"code":"PMQ84C01.IE05","dimensions":{"C02539V03074":"IE05","STATISTIC":"PMQ84C01"},"observations":[["PERIOD","VALUE"],["2022Q3",47.0],["2023Q3",52.0],["2024Q3",46.0]]}
+{"code":"PMQ84C02.IE","dimensions":{"C02539V03074":"IE","STATISTIC":"PMQ84C02"},"observations":[["PERIOD","VALUE"],["2022Q3",24.0],["2023Q3",15.0],["2024Q3",23.0]]}
+{"code":"PMQ84C02.IE05","dimensions":{"C02539V03074":"IE05","STATISTIC":"PMQ84C02"},"observations":[["PERIOD","VALUE"],["2022Q3",33.0],["2023Q3",22.0],["2024Q3",32.0]]}
+{"code":"PMQ84C03.IE","dimensions":{"C02539V03074":"IE","STATISTIC":"PMQ84C03"},"observations":[["PERIOD","VALUE"],["2022Q3",7.0],["2023Q3",9.0],["2024Q3",6.0]]}
+{"code":"PMQ84C03.IE05","dimensions":{"C02539V03074":"IE05","STATISTIC":"PMQ84C03"},"observations":[["PERIOD","VALUE"],["2022Q3",15.0],["2023Q3",19.0],["2024Q3",9.0]]}
+{"code":"PMQ84C04.IE","dimensions":{"C02539V03074":"IE","STATISTIC":"PMQ84C04"},"observations":[["PERIOD","VALUE"],["2022Q3",4.0],["2023Q3",3.0],["2024Q3",2.0]]}
+{"code":"PMQ84C04.IE05","dimensions":{"C02539V03074":"IE05","STATISTIC":"PMQ84C04"},"observations":[["PERIOD","VALUE"],["2022Q3",1.0],["2023Q3",2.0],["2024Q3",2.0]]}
+{"code":"PMQ84C05.IE","dimensions":{"C02539V03074":"IE","STATISTIC":"PMQ84C05"},"observations":[["PERIOD","VALUE"],["2022Q3",2.0],["2023Q3",2.0],["2024Q3",1.0]]}
+{"code":"PMQ84C05.IE05","dimensions":{"C02539V03074":"IE05","STATISTIC":"PMQ84C05"},"observations":[["PERIOD","VALUE"],["2022Q3",1.0],["2023Q3",0.0],["2024Q3",0.0]]}
+{"code":"PMQ84C06.IE","dimensions":{"C02539V03074":"IE","STATISTIC":"PMQ84C06"},"observations":[["PERIOD","VALUE"],["2022Q3",1.0],["2023Q3",6.0],["2024Q3",11.0]]}
+{"code":"PMQ84C06.IE05","dimensions":{"C02539V03074":"IE05","STATISTIC":"PMQ84C06"},"observations":[["PERIOD","VALUE"],["2022Q3",3.0],["2023Q3",3.0],["2024Q3",11.0]]}
+{"code":"PMQ84C07.IE","dimensions":{"C02539V03074":"IE","STATISTIC":"PMQ84C07"},"observations":[["PERIOD","VALUE"],["2022Q3",2.0],["2023Q3",4.0],["2024Q3",0.0]]}
+{"code":"PMQ84C07.IE05","dimensions":{"C02539V03074":"IE05","STATISTIC":"PMQ84C07"},"observations":[["PERIOD","VALUE"],["2022Q3",1.0],["2023Q3",2.0],["2024Q3",0.0]]}
+{"code":"PMQ84C08.IE","dimensions":{"C02539V03074":"IE","STATISTIC":"PMQ84C08"},"observations":[["PERIOD","VALUE"],["2022Q3",1.0],["2023Q3",1.0],["2024Q3",0.0]]}
+{"code":"PMQ84C08.IE05","dimensions":{"C02539V03074":"IE05","STATISTIC":"PMQ84C08"},"observations":[["PERIOD","VALUE"],["2022Q3",0.0],["2023Q3",0.0],["2024Q3",1.0]]}
+{"code":"PMQ84C09.IE","dimensions":{"C02539V03074":"IE","STATISTIC":"PMQ84C09"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3",1.0]]}
+{"code":"PMQ84C09.IE05","dimensions":{"C02539V03074":"IE05","STATISTIC":"PMQ84C09"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3",0.0]]}
diff --git a/PMQ85/dataset.json b/PMQ85/dataset.json
index 4fe95c764714d9914ef095b716082c314828f67a..a785501a66c9e6a3351676d0f9acb952cf56439a 100644
--- a/PMQ85/dataset.json
+++ b/PMQ85/dataset.json
@@ -5,8 +5,8 @@
     "C02027V02455"
   ],
   "dimensions_labels": {
-    "C02027V02455": "Employment Status",
-    "STATISTIC": "STATISTIC"
+    "C02027V02455": "ILO Employment Status",
+    "STATISTIC": "Statistic"
   },
   "dimensions_values_labels": {
     "C02027V02455": [
@@ -51,14 +51,18 @@
       [
         "PMQ85C08",
         "Rent from properties or land"
+      ],
+      [
+        "PMQ85C09",
+        "Income from farm, business or inheritence"
       ]
     ]
   },
   "name": "Persons in employment (ILO) aged 20 to 69 years without a pension classified by expected main source of income on retirement",
   "notes": [
-    "Please note data may not add to 100% due to rounding issues..",
+    "Refer to Background Notes for the definition of the ILO Labour Force classification of persons in employment.<br />Please note data may not add to 100% due to rounding issues.",
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/housingandhouseholds/pensioncoverage/\">statistical release page</a> on our website"
   ],
   "source_href": "https://data.cso.ie/table/PMQ85",
-  "updated_at": "2024-02-26T11:00:00Z"
+  "updated_at": "2024-12-19T11:00:00Z"
 }
\ No newline at end of file
diff --git a/PMQ85/series.jsonl b/PMQ85/series.jsonl
index 9d86bddeed148c4d449f13991830c4d75d0e66a2..9cee6f2238a9352059096c463d2555c5e7f031a7 100644
--- a/PMQ85/series.jsonl
+++ b/PMQ85/series.jsonl
@@ -1,16 +1,18 @@
-{"code":"PMQ85C01.1","dimensions":{"C02027V02455":"1","STATISTIC":"PMQ85C01"},"observations":[["PERIOD","VALUE"],["2022Q3",57.0],["2023Q3",58.0]]}
-{"code":"PMQ85C01.221","dimensions":{"C02027V02455":"221","STATISTIC":"PMQ85C01"},"observations":[["PERIOD","VALUE"],["2022Q3",55.0],["2023Q3",62.0]]}
-{"code":"PMQ85C02.1","dimensions":{"C02027V02455":"1","STATISTIC":"PMQ85C02"},"observations":[["PERIOD","VALUE"],["2022Q3",28.0],["2023Q3",19.0]]}
-{"code":"PMQ85C02.221","dimensions":{"C02027V02455":"221","STATISTIC":"PMQ85C02"},"observations":[["PERIOD","VALUE"],["2022Q3",18.0],["2023Q3",9.0]]}
-{"code":"PMQ85C03.1","dimensions":{"C02027V02455":"1","STATISTIC":"PMQ85C03"},"observations":[["PERIOD","VALUE"],["2022Q3",8.0],["2023Q3",10.0]]}
-{"code":"PMQ85C03.221","dimensions":{"C02027V02455":"221","STATISTIC":"PMQ85C03"},"observations":[["PERIOD","VALUE"],["2022Q3",11.0],["2023Q3",16.0]]}
-{"code":"PMQ85C04.1","dimensions":{"C02027V02455":"1","STATISTIC":"PMQ85C04"},"observations":[["PERIOD","VALUE"],["2022Q3",3.0],["2023Q3",2.0]]}
-{"code":"PMQ85C04.221","dimensions":{"C02027V02455":"221","STATISTIC":"PMQ85C04"},"observations":[["PERIOD","VALUE"],["2022Q3",4.0],["2023Q3",3.0]]}
-{"code":"PMQ85C05.1","dimensions":{"C02027V02455":"1","STATISTIC":"PMQ85C05"},"observations":[["PERIOD","VALUE"],["2022Q3",1.0],["2023Q3",1.0]]}
-{"code":"PMQ85C05.221","dimensions":{"C02027V02455":"221","STATISTIC":"PMQ85C05"},"observations":[["PERIOD","VALUE"],["2022Q3",6.0],["2023Q3",5.0]]}
-{"code":"PMQ85C06.1","dimensions":{"C02027V02455":"1","STATISTIC":"PMQ85C06"},"observations":[["PERIOD","VALUE"],["2022Q3",1.0],["2023Q3",6.0]]}
-{"code":"PMQ85C06.221","dimensions":{"C02027V02455":"221","STATISTIC":"PMQ85C06"},"observations":[["PERIOD","VALUE"],["2022Q3",2.0],["2023Q3",1.0]]}
-{"code":"PMQ85C07.1","dimensions":{"C02027V02455":"1","STATISTIC":"PMQ85C07"},"observations":[["PERIOD","VALUE"],["2022Q3",1.0],["2023Q3",4.0]]}
-{"code":"PMQ85C07.221","dimensions":{"C02027V02455":"221","STATISTIC":"PMQ85C07"},"observations":[["PERIOD","VALUE"],["2022Q3",1.0],["2023Q3",2.0]]}
-{"code":"PMQ85C08.1","dimensions":{"C02027V02455":"1","STATISTIC":"PMQ85C08"},"observations":[["PERIOD","VALUE"],["2022Q3",0.0],["2023Q3",0.0]]}
-{"code":"PMQ85C08.221","dimensions":{"C02027V02455":"221","STATISTIC":"PMQ85C08"},"observations":[["PERIOD","VALUE"],["2022Q3",3.0],["2023Q3",2.0]]}
+{"code":"PMQ85C01.1","dimensions":{"C02027V02455":"1","STATISTIC":"PMQ85C01"},"observations":[["PERIOD","VALUE"],["2022Q3",57.0],["2023Q3",58.0],["2024Q3",51.0]]}
+{"code":"PMQ85C01.221","dimensions":{"C02027V02455":"221","STATISTIC":"PMQ85C01"},"observations":[["PERIOD","VALUE"],["2022Q3",55.0],["2023Q3",62.0],["2024Q3",57.0]]}
+{"code":"PMQ85C02.1","dimensions":{"C02027V02455":"1","STATISTIC":"PMQ85C02"},"observations":[["PERIOD","VALUE"],["2022Q3",28.0],["2023Q3",19.0],["2024Q3",26.0]]}
+{"code":"PMQ85C02.221","dimensions":{"C02027V02455":"221","STATISTIC":"PMQ85C02"},"observations":[["PERIOD","VALUE"],["2022Q3",18.0],["2023Q3",9.0],["2024Q3",20.0]]}
+{"code":"PMQ85C03.1","dimensions":{"C02027V02455":"1","STATISTIC":"PMQ85C03"},"observations":[["PERIOD","VALUE"],["2022Q3",8.0],["2023Q3",10.0],["2024Q3",6.0]]}
+{"code":"PMQ85C03.221","dimensions":{"C02027V02455":"221","STATISTIC":"PMQ85C03"},"observations":[["PERIOD","VALUE"],["2022Q3",11.0],["2023Q3",16.0],["2024Q3",9.0]]}
+{"code":"PMQ85C04.1","dimensions":{"C02027V02455":"1","STATISTIC":"PMQ85C04"},"observations":[["PERIOD","VALUE"],["2022Q3",3.0],["2023Q3",2.0],["2024Q3",2.0]]}
+{"code":"PMQ85C04.221","dimensions":{"C02027V02455":"221","STATISTIC":"PMQ85C04"},"observations":[["PERIOD","VALUE"],["2022Q3",4.0],["2023Q3",3.0],["2024Q3",3.0]]}
+{"code":"PMQ85C05.1","dimensions":{"C02027V02455":"1","STATISTIC":"PMQ85C05"},"observations":[["PERIOD","VALUE"],["2022Q3",1.0],["2023Q3",1.0],["2024Q3",0.0]]}
+{"code":"PMQ85C05.221","dimensions":{"C02027V02455":"221","STATISTIC":"PMQ85C05"},"observations":[["PERIOD","VALUE"],["2022Q3",6.0],["2023Q3",5.0],["2024Q3",3.0]]}
+{"code":"PMQ85C06.1","dimensions":{"C02027V02455":"1","STATISTIC":"PMQ85C06"},"observations":[["PERIOD","VALUE"],["2022Q3",1.0],["2023Q3",6.0],["2024Q3",13.0]]}
+{"code":"PMQ85C06.221","dimensions":{"C02027V02455":"221","STATISTIC":"PMQ85C06"},"observations":[["PERIOD","VALUE"],["2022Q3",2.0],["2023Q3",1.0],["2024Q3",0.0]]}
+{"code":"PMQ85C07.1","dimensions":{"C02027V02455":"1","STATISTIC":"PMQ85C07"},"observations":[["PERIOD","VALUE"],["2022Q3",1.0],["2023Q3",4.0],["2024Q3",0.0]]}
+{"code":"PMQ85C07.221","dimensions":{"C02027V02455":"221","STATISTIC":"PMQ85C07"},"observations":[["PERIOD","VALUE"],["2022Q3",1.0],["2023Q3",2.0],["2024Q3",0.0]]}
+{"code":"PMQ85C08.1","dimensions":{"C02027V02455":"1","STATISTIC":"PMQ85C08"},"observations":[["PERIOD","VALUE"],["2022Q3",0.0],["2023Q3",0.0],["2024Q3",0.0]]}
+{"code":"PMQ85C08.221","dimensions":{"C02027V02455":"221","STATISTIC":"PMQ85C08"},"observations":[["PERIOD","VALUE"],["2022Q3",3.0],["2023Q3",2.0],["2024Q3",2.0]]}
+{"code":"PMQ85C09.1","dimensions":{"C02027V02455":"1","STATISTIC":"PMQ85C09"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3",0.0]]}
+{"code":"PMQ85C09.221","dimensions":{"C02027V02455":"221","STATISTIC":"PMQ85C09"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3",5.0]]}
diff --git a/PMQ86/dataset.json b/PMQ86/dataset.json
index 363ff17d2b3e25446a8a933ea95f4350152fa2e0..d67632b654261de734f4e19e9fc651b2ddde70f1 100644
--- a/PMQ86/dataset.json
+++ b/PMQ86/dataset.json
@@ -6,7 +6,7 @@
   ],
   "dimensions_labels": {
     "C02472V02994": "Hours of Work",
-    "STATISTIC": "STATISTIC"
+    "STATISTIC": "Statistic"
   },
   "dimensions_values_labels": {
     "C02472V02994": [
@@ -51,14 +51,18 @@
       [
         "PMQ86C08",
         "Rent from properties or land"
+      ],
+      [
+        "PMQ86C09",
+        "Income from farm, business or inheritence"
       ]
     ]
   },
   "name": "Persons in employment (ILO) aged 20 to 69 years without a pension classified by expected main source of income on retirement",
   "notes": [
-    "Please note data may not add to 100% due to rounding issues..",
+    "Please note data may not add to 100% due to rounding issues.",
     "For more information, please go to the<a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/housingandhouseholds/pensioncoverage/\"> statistical release page</a> on our website"
   ],
   "source_href": "https://data.cso.ie/table/PMQ86",
-  "updated_at": "2024-02-26T11:00:00Z"
+  "updated_at": "2024-12-19T11:00:00Z"
 }
\ No newline at end of file
diff --git a/PMQ86/series.jsonl b/PMQ86/series.jsonl
index b834432921212785a1181bf360112df7e82e3ab0..33c0078e079def66597a80a6ab3f0f621d881f55 100644
--- a/PMQ86/series.jsonl
+++ b/PMQ86/series.jsonl
@@ -1,16 +1,18 @@
-{"code":"PMQ86C01.1","dimensions":{"C02472V02994":"1","STATISTIC":"PMQ86C01"},"observations":[["PERIOD","VALUE"],["2022Q3",55.0],["2023Q3",58.0]]}
-{"code":"PMQ86C01.2","dimensions":{"C02472V02994":"2","STATISTIC":"PMQ86C01"},"observations":[["PERIOD","VALUE"],["2022Q3",60.0],["2023Q3",61.0]]}
-{"code":"PMQ86C02.1","dimensions":{"C02472V02994":"1","STATISTIC":"PMQ86C02"},"observations":[["PERIOD","VALUE"],["2022Q3",26.0],["2023Q3",17.0]]}
-{"code":"PMQ86C02.2","dimensions":{"C02472V02994":"2","STATISTIC":"PMQ86C02"},"observations":[["PERIOD","VALUE"],["2022Q3",27.0],["2023Q3",17.0]]}
-{"code":"PMQ86C03.1","dimensions":{"C02472V02994":"1","STATISTIC":"PMQ86C03"},"observations":[["PERIOD","VALUE"],["2022Q3",11.0],["2023Q3",12.0]]}
-{"code":"PMQ86C03.2","dimensions":{"C02472V02994":"2","STATISTIC":"PMQ86C03"},"observations":[["PERIOD","VALUE"],["2022Q3",4.0],["2023Q3",8.0]]}
-{"code":"PMQ86C04.1","dimensions":{"C02472V02994":"1","STATISTIC":"PMQ86C04"},"observations":[["PERIOD","VALUE"],["2022Q3",2.0],["2023Q3",2.0]]}
-{"code":"PMQ86C04.2","dimensions":{"C02472V02994":"2","STATISTIC":"PMQ86C04"},"observations":[["PERIOD","VALUE"],["2022Q3",5.0],["2023Q3",4.0]]}
-{"code":"PMQ86C05.1","dimensions":{"C02472V02994":"1","STATISTIC":"PMQ86C05"},"observations":[["PERIOD","VALUE"],["2022Q3",2.0],["2023Q3",2.0]]}
-{"code":"PMQ86C05.2","dimensions":{"C02472V02994":"2","STATISTIC":"PMQ86C05"},"observations":[["PERIOD","VALUE"],["2022Q3",1.0],["2023Q3",1.0]]}
-{"code":"PMQ86C06.1","dimensions":{"C02472V02994":"1","STATISTIC":"PMQ86C06"},"observations":[["PERIOD","VALUE"],["2022Q3",2.0],["2023Q3",6.0]]}
-{"code":"PMQ86C06.2","dimensions":{"C02472V02994":"2","STATISTIC":"PMQ86C06"},"observations":[["PERIOD","VALUE"],["2022Q3",1.0],["2023Q3",4.0]]}
-{"code":"PMQ86C07.1","dimensions":{"C02472V02994":"1","STATISTIC":"PMQ86C07"},"observations":[["PERIOD","VALUE"],["2022Q3",1.0],["2023Q3",3.0]]}
-{"code":"PMQ86C07.2","dimensions":{"C02472V02994":"2","STATISTIC":"PMQ86C07"},"observations":[["PERIOD","VALUE"],["2022Q3",2.0],["2023Q3",4.0]]}
-{"code":"PMQ86C08.1","dimensions":{"C02472V02994":"1","STATISTIC":"PMQ86C08"},"observations":[["PERIOD","VALUE"],["2022Q3",1.0],["2023Q3",1.0]]}
-{"code":"PMQ86C08.2","dimensions":{"C02472V02994":"2","STATISTIC":"PMQ86C08"},"observations":[["PERIOD","VALUE"],["2022Q3",0.0],["2023Q3",0.0]]}
+{"code":"PMQ86C01.1","dimensions":{"C02472V02994":"1","STATISTIC":"PMQ86C01"},"observations":[["PERIOD","VALUE"],["2022Q3",55.0],["2023Q3",58.0],["2024Q3",52.0]]}
+{"code":"PMQ86C01.2","dimensions":{"C02472V02994":"2","STATISTIC":"PMQ86C01"},"observations":[["PERIOD","VALUE"],["2022Q3",60.0],["2023Q3",61.0],["2024Q3",53.0]]}
+{"code":"PMQ86C02.1","dimensions":{"C02472V02994":"1","STATISTIC":"PMQ86C02"},"observations":[["PERIOD","VALUE"],["2022Q3",26.0],["2023Q3",17.0],["2024Q3",25.0]]}
+{"code":"PMQ86C02.2","dimensions":{"C02472V02994":"2","STATISTIC":"PMQ86C02"},"observations":[["PERIOD","VALUE"],["2022Q3",27.0],["2023Q3",17.0],["2024Q3",25.0]]}
+{"code":"PMQ86C03.1","dimensions":{"C02472V02994":"1","STATISTIC":"PMQ86C03"},"observations":[["PERIOD","VALUE"],["2022Q3",11.0],["2023Q3",12.0],["2024Q3",8.0]]}
+{"code":"PMQ86C03.2","dimensions":{"C02472V02994":"2","STATISTIC":"PMQ86C03"},"observations":[["PERIOD","VALUE"],["2022Q3",4.0],["2023Q3",8.0],["2024Q3",5.0]]}
+{"code":"PMQ86C04.1","dimensions":{"C02472V02994":"1","STATISTIC":"PMQ86C04"},"observations":[["PERIOD","VALUE"],["2022Q3",2.0],["2023Q3",2.0],["2024Q3",2.0]]}
+{"code":"PMQ86C04.2","dimensions":{"C02472V02994":"2","STATISTIC":"PMQ86C04"},"observations":[["PERIOD","VALUE"],["2022Q3",5.0],["2023Q3",4.0],["2024Q3",4.0]]}
+{"code":"PMQ86C05.1","dimensions":{"C02472V02994":"1","STATISTIC":"PMQ86C05"},"observations":[["PERIOD","VALUE"],["2022Q3",2.0],["2023Q3",2.0],["2024Q3",1.0]]}
+{"code":"PMQ86C05.2","dimensions":{"C02472V02994":"2","STATISTIC":"PMQ86C05"},"observations":[["PERIOD","VALUE"],["2022Q3",1.0],["2023Q3",1.0],["2024Q3",0.0]]}
+{"code":"PMQ86C06.1","dimensions":{"C02472V02994":"1","STATISTIC":"PMQ86C06"},"observations":[["PERIOD","VALUE"],["2022Q3",2.0],["2023Q3",6.0],["2024Q3",11.0]]}
+{"code":"PMQ86C06.2","dimensions":{"C02472V02994":"2","STATISTIC":"PMQ86C06"},"observations":[["PERIOD","VALUE"],["2022Q3",1.0],["2023Q3",4.0],["2024Q3",12.0]]}
+{"code":"PMQ86C07.1","dimensions":{"C02472V02994":"1","STATISTIC":"PMQ86C07"},"observations":[["PERIOD","VALUE"],["2022Q3",1.0],["2023Q3",3.0],["2024Q3",0.0]]}
+{"code":"PMQ86C07.2","dimensions":{"C02472V02994":"2","STATISTIC":"PMQ86C07"},"observations":[["PERIOD","VALUE"],["2022Q3",2.0],["2023Q3",4.0],["2024Q3",0.0]]}
+{"code":"PMQ86C08.1","dimensions":{"C02472V02994":"1","STATISTIC":"PMQ86C08"},"observations":[["PERIOD","VALUE"],["2022Q3",1.0],["2023Q3",1.0],["2024Q3",1.0]]}
+{"code":"PMQ86C08.2","dimensions":{"C02472V02994":"2","STATISTIC":"PMQ86C08"},"observations":[["PERIOD","VALUE"],["2022Q3",0.0],["2023Q3",0.0],["2024Q3",0.0]]}
+{"code":"PMQ86C09.1","dimensions":{"C02472V02994":"1","STATISTIC":"PMQ86C09"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3",1.0]]}
+{"code":"PMQ86C09.2","dimensions":{"C02472V02994":"2","STATISTIC":"PMQ86C09"},"observations":[["PERIOD","VALUE"],["2022Q3","NA"],["2023Q3","NA"],["2024Q3",1.0]]}
diff --git a/PMQ87/dataset.json b/PMQ87/dataset.json
index 211310c44d89c6ae38ccc6b539c6bf52489ea54b..c94b252dfdf000b6e083945b98054be7fe8a9d65 100644
--- a/PMQ87/dataset.json
+++ b/PMQ87/dataset.json
@@ -36,8 +36,9 @@
   },
   "name": "Pension coverage in the State for persons in current employment (ILO) or had previous employment aged 20 to 69 years",
   "notes": [
-    "All persons who are currently unemployed or have been previously employed.<br /><br />Please note data may not add to 100% due to rounding issues.<br /><br />Includes only occupational pensions from current employment and personal pensions in current contribution.<br /><br />Includes occupational pension coverage from current/previous employments and personal pensions, including deferred pensions and pensions in draw-down mode."
+    "Refer to Background Notes for the definition of the ILO Labour Force classification of persons in employment.<br /><br />All persons who are currently unemployed or have been previously employed.<br /><br />Please note data may not add to 100% due to rounding issues.<br /><br />Includes only occupational pensions from current employment and personal pensions in current contribution.<br /><br />Includes occupational pension coverage from current/previous employments and personal pensions, including deferred pensions and pensions in draw-down mode.",
+    "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/housingandhouseholds/pensioncoverage/\">statistical release page</a> on our website."
   ],
   "source_href": "https://data.cso.ie/table/PMQ87",
-  "updated_at": "2024-02-26T11:00:00Z"
+  "updated_at": "2024-12-19T11:00:00Z"
 }
\ No newline at end of file
diff --git a/PMQ87/series.jsonl b/PMQ87/series.jsonl
index fc2bacd4b2d39eaf2389a3c18fbefa06a45c325c..a84fa084a2caf654d7f960ec6248d6f9637ed3ca 100644
--- a/PMQ87/series.jsonl
+++ b/PMQ87/series.jsonl
@@ -1,6 +1,6 @@
-{"code":"PMQ87C01.-","dimensions":{"C02199V02655":"-","STATISTIC":"PMQ87C01"},"observations":[["PERIOD","VALUE"],["2022Q3",44.0],["2023Q3",45.0]]}
-{"code":"PMQ87C01.1","dimensions":{"C02199V02655":"1","STATISTIC":"PMQ87C01"},"observations":[["PERIOD","VALUE"],["2022Q3",49.0],["2023Q3",48.0]]}
-{"code":"PMQ87C01.2","dimensions":{"C02199V02655":"2","STATISTIC":"PMQ87C01"},"observations":[["PERIOD","VALUE"],["2022Q3",40.0],["2023Q3",42.0]]}
-{"code":"PMQ87C02.-","dimensions":{"C02199V02655":"-","STATISTIC":"PMQ87C02"},"observations":[["PERIOD","VALUE"],["2022Q3",59.0],["2023Q3",61.0]]}
-{"code":"PMQ87C02.1","dimensions":{"C02199V02655":"1","STATISTIC":"PMQ87C02"},"observations":[["PERIOD","VALUE"],["2022Q3",64.0],["2023Q3",64.0]]}
-{"code":"PMQ87C02.2","dimensions":{"C02199V02655":"2","STATISTIC":"PMQ87C02"},"observations":[["PERIOD","VALUE"],["2022Q3",55.0],["2023Q3",58.0]]}
+{"code":"PMQ87C01.-","dimensions":{"C02199V02655":"-","STATISTIC":"PMQ87C01"},"observations":[["PERIOD","VALUE"],["2022Q3",44.0],["2023Q3",45.0],["2024Q3",46.0]]}
+{"code":"PMQ87C01.1","dimensions":{"C02199V02655":"1","STATISTIC":"PMQ87C01"},"observations":[["PERIOD","VALUE"],["2022Q3",49.0],["2023Q3",48.0],["2024Q3",50.0]]}
+{"code":"PMQ87C01.2","dimensions":{"C02199V02655":"2","STATISTIC":"PMQ87C01"},"observations":[["PERIOD","VALUE"],["2022Q3",40.0],["2023Q3",42.0],["2024Q3",44.0]]}
+{"code":"PMQ87C02.-","dimensions":{"C02199V02655":"-","STATISTIC":"PMQ87C02"},"observations":[["PERIOD","VALUE"],["2022Q3",59.0],["2023Q3",61.0],["2024Q3",61.0]]}
+{"code":"PMQ87C02.1","dimensions":{"C02199V02655":"1","STATISTIC":"PMQ87C02"},"observations":[["PERIOD","VALUE"],["2022Q3",64.0],["2023Q3",64.0],["2024Q3",64.0]]}
+{"code":"PMQ87C02.2","dimensions":{"C02199V02655":"2","STATISTIC":"PMQ87C02"},"observations":[["PERIOD","VALUE"],["2022Q3",55.0],["2023Q3",58.0],["2024Q3",58.0]]}
diff --git a/PMQ88/dataset.json b/PMQ88/dataset.json
index d66730dc7e378243261c4ffb731eed4f55ab2fd2..6eda2400732de9d45509f38816749c8b3e1a022e 100644
--- a/PMQ88/dataset.json
+++ b/PMQ88/dataset.json
@@ -48,8 +48,9 @@
   },
   "name": "Pension coverage in the State for persons in current employment (ILO) or had previous employment aged 20 to 69 years",
   "notes": [
-    "All persons who are currently unemployed or have been previously employed.<br /><br />Please note data may not add to 100% due to rounding issues.<br /><br />Includes only occupational pensions from current employment and personal pensions in current contribution.<br /><br />Includes occupational pension coverage from current/previous employments and personal pensions, including deferred pensions and pensions in draw-down mode."
+    "All persons who are currently unemployed or have been previously employed.<br /><br />Please note data may not add to 100% due to rounding issues.<br /><br />Includes only occupational pensions from current employment and personal pensions in current contribution.<br /><br />Includes occupational pension coverage from current/previous employments and personal pensions, including deferred pensions and pensions in draw-down mode.",
+    "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/housingandhouseholds/pensioncoverage/\">statistical release page</a> on our website."
   ],
   "source_href": "https://data.cso.ie/table/PMQ88",
-  "updated_at": "2024-02-26T11:00:00Z"
+  "updated_at": "2024-12-19T11:00:00Z"
 }
\ No newline at end of file
diff --git a/PMQ89/dataset.json b/PMQ89/dataset.json
new file mode 100644
index 0000000000000000000000000000000000000000..83451853ef03df845fc0dfd798d97af56cc78f92
--- /dev/null
+++ b/PMQ89/dataset.json
@@ -0,0 +1,52 @@
+{
+  "code": "PMQ89",
+  "dimensions_codes_order": [
+    "STATISTIC",
+    "C03714V04461",
+    "C02539V03074"
+  ],
+  "dimensions_labels": {
+    "C02539V03074": "Nationality",
+    "C03714V04461": "Pension Type",
+    "STATISTIC": "Statistic"
+  },
+  "dimensions_values_labels": {
+    "C02539V03074": [
+      [
+        "IE",
+        "Irish"
+      ],
+      [
+        "IE05",
+        "Non-Irish"
+      ]
+    ],
+    "C03714V04461": [
+      [
+        "100",
+        "Defined benefit"
+      ],
+      [
+        "110",
+        "Defined contribution"
+      ],
+      [
+        "120",
+        "Hybrid Pension"
+      ]
+    ],
+    "STATISTIC": [
+      [
+        "PMQ89C01",
+        "Self employed persons with occupational pension coverage"
+      ]
+    ]
+  },
+  "name": "Self employed persons with occupational pension coverage",
+  "notes": [
+    "Please note data may not add to 100% due to rounding issues.<br />A Hybrid pension scheme is one which is neither a full Defined Benefit scheme nor a full Defined Contribution scheme, but has some of the characteristics of each.<br />.. Sample occurrence too small for estimation.",
+    "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/housingandhouseholds/pensioncoverage/\">statistical release page</a> on our website."
+  ],
+  "source_href": "https://data.cso.ie/table/PMQ89",
+  "updated_at": "2024-12-19T11:00:00Z"
+}
\ No newline at end of file
diff --git a/PMQ89/series.jsonl b/PMQ89/series.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..073c251ebdfc00630a07cdff561b44f7dd25eeda
--- /dev/null
+++ b/PMQ89/series.jsonl
@@ -0,0 +1,6 @@
+{"code":"PMQ89C01.100.IE","dimensions":{"C02539V03074":"IE","C03714V04461":"100","STATISTIC":"PMQ89C01"},"observations":[["PERIOD","VALUE"],["2024Q3",28.0]]}
+{"code":"PMQ89C01.100.IE05","dimensions":{"C02539V03074":"IE05","C03714V04461":"100","STATISTIC":"PMQ89C01"},"observations":[["PERIOD","VALUE"],["2024Q3","NA"]]}
+{"code":"PMQ89C01.110.IE","dimensions":{"C02539V03074":"IE","C03714V04461":"110","STATISTIC":"PMQ89C01"},"observations":[["PERIOD","VALUE"],["2024Q3",67.0]]}
+{"code":"PMQ89C01.110.IE05","dimensions":{"C02539V03074":"IE05","C03714V04461":"110","STATISTIC":"PMQ89C01"},"observations":[["PERIOD","VALUE"],["2024Q3","NA"]]}
+{"code":"PMQ89C01.120.IE","dimensions":{"C02539V03074":"IE","C03714V04461":"120","STATISTIC":"PMQ89C01"},"observations":[["PERIOD","VALUE"],["2024Q3",5.0]]}
+{"code":"PMQ89C01.120.IE05","dimensions":{"C02539V03074":"IE05","C03714V04461":"120","STATISTIC":"PMQ89C01"},"observations":[["PERIOD","VALUE"],["2024Q3","NA"]]}
diff --git a/PMQ90/dataset.json b/PMQ90/dataset.json
new file mode 100644
index 0000000000000000000000000000000000000000..611337db2d6f43b6c8eab61e3ca6933254983508
--- /dev/null
+++ b/PMQ90/dataset.json
@@ -0,0 +1,56 @@
+{
+  "code": "PMQ90",
+  "dimensions_codes_order": [
+    "STATISTIC",
+    "C03714V04461",
+    "C02539V03074"
+  ],
+  "dimensions_labels": {
+    "C02539V03074": "Nationality",
+    "C03714V04461": "Pension Type",
+    "STATISTIC": "Statistic"
+  },
+  "dimensions_values_labels": {
+    "C02539V03074": [
+      [
+        "IE",
+        "Irish"
+      ],
+      [
+        "IE05",
+        "Non-Irish"
+      ]
+    ],
+    "C03714V04461": [
+      [
+        "100",
+        "Defined benefit"
+      ],
+      [
+        "110",
+        "Defined contribution"
+      ],
+      [
+        "120",
+        "Hybrid Pension"
+      ]
+    ],
+    "STATISTIC": [
+      [
+        "PMQ90C01",
+        "Employees with occupational pension from their current employment"
+      ],
+      [
+        "PMQ90C02",
+        "Employees with occupational pension, only from a previous employment"
+      ]
+    ]
+  },
+  "name": "Persons with occupational pension coverage",
+  "notes": [
+    "Occupational pension coverage from current employment.<br />Occupational pension coverage from current or previous employments.<br />A Hybrid pension scheme is one which is neither a full Defined Benefit scheme nor a full Defined Contribution scheme, but has some of the characteristics of each.<br />..Sample occurrence too small for estimation.<br />Please note data may not add to 100% due to rounding issues.",
+    "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/housingandhouseholds/pensioncoverage/\">statistical release page</a> on our website."
+  ],
+  "source_href": "https://data.cso.ie/table/PMQ90",
+  "updated_at": "2024-12-19T11:00:00Z"
+}
\ No newline at end of file
diff --git a/PMQ90/series.jsonl b/PMQ90/series.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..b04e5d8a3b6d63f04c27e16b9a0911bdf246e7b0
--- /dev/null
+++ b/PMQ90/series.jsonl
@@ -0,0 +1,12 @@
+{"code":"PMQ90C01.100.IE","dimensions":{"C02539V03074":"IE","C03714V04461":"100","STATISTIC":"PMQ90C01"},"observations":[["PERIOD","VALUE"],["2024Q3",28.0]]}
+{"code":"PMQ90C01.100.IE05","dimensions":{"C02539V03074":"IE05","C03714V04461":"100","STATISTIC":"PMQ90C01"},"observations":[["PERIOD","VALUE"],["2024Q3",15.0]]}
+{"code":"PMQ90C01.110.IE","dimensions":{"C02539V03074":"IE","C03714V04461":"110","STATISTIC":"PMQ90C01"},"observations":[["PERIOD","VALUE"],["2024Q3",67.0]]}
+{"code":"PMQ90C01.110.IE05","dimensions":{"C02539V03074":"IE05","C03714V04461":"110","STATISTIC":"PMQ90C01"},"observations":[["PERIOD","VALUE"],["2024Q3",80.0]]}
+{"code":"PMQ90C01.120.IE","dimensions":{"C02539V03074":"IE","C03714V04461":"120","STATISTIC":"PMQ90C01"},"observations":[["PERIOD","VALUE"],["2024Q3",4.0]]}
+{"code":"PMQ90C01.120.IE05","dimensions":{"C02539V03074":"IE05","C03714V04461":"120","STATISTIC":"PMQ90C01"},"observations":[["PERIOD","VALUE"],["2024Q3",5.0]]}
+{"code":"PMQ90C02.100.IE","dimensions":{"C02539V03074":"IE","C03714V04461":"100","STATISTIC":"PMQ90C02"},"observations":[["PERIOD","VALUE"],["2024Q3",18.0]]}
+{"code":"PMQ90C02.100.IE05","dimensions":{"C02539V03074":"IE05","C03714V04461":"100","STATISTIC":"PMQ90C02"},"observations":[["PERIOD","VALUE"],["2024Q3","NA"]]}
+{"code":"PMQ90C02.110.IE","dimensions":{"C02539V03074":"IE","C03714V04461":"110","STATISTIC":"PMQ90C02"},"observations":[["PERIOD","VALUE"],["2024Q3",76.0]]}
+{"code":"PMQ90C02.110.IE05","dimensions":{"C02539V03074":"IE05","C03714V04461":"110","STATISTIC":"PMQ90C02"},"observations":[["PERIOD","VALUE"],["2024Q3","NA"]]}
+{"code":"PMQ90C02.120.IE","dimensions":{"C02539V03074":"IE","C03714V04461":"120","STATISTIC":"PMQ90C02"},"observations":[["PERIOD","VALUE"],["2024Q3",6.0]]}
+{"code":"PMQ90C02.120.IE05","dimensions":{"C02539V03074":"IE05","C03714V04461":"120","STATISTIC":"PMQ90C02"},"observations":[["PERIOD","VALUE"],["2024Q3","NA"]]}
diff --git a/PMQ91/dataset.json b/PMQ91/dataset.json
new file mode 100644
index 0000000000000000000000000000000000000000..9679d6817c2413e64067f9e354d4492b440e545e
--- /dev/null
+++ b/PMQ91/dataset.json
@@ -0,0 +1,56 @@
+{
+  "code": "PMQ91",
+  "dimensions_codes_order": [
+    "STATISTIC",
+    "C03714V04461",
+    "C02472V02994"
+  ],
+  "dimensions_labels": {
+    "C02472V02994": "Hours of Work",
+    "C03714V04461": "Pension Type",
+    "STATISTIC": "Statistic"
+  },
+  "dimensions_values_labels": {
+    "C02472V02994": [
+      [
+        "1",
+        "Full-time"
+      ],
+      [
+        "2",
+        "Part-time"
+      ]
+    ],
+    "C03714V04461": [
+      [
+        "100",
+        "Defined benefit"
+      ],
+      [
+        "110",
+        "Defined contribution"
+      ],
+      [
+        "120",
+        "Hybrid Pension"
+      ]
+    ],
+    "STATISTIC": [
+      [
+        "PMQ91C01",
+        "Employees with occupational pension from their current employment"
+      ],
+      [
+        "PMQ91C02",
+        "Employees with occupational pension, only from a previous employment"
+      ]
+    ]
+  },
+  "name": "Persons with occupational pension coverage",
+  "notes": [
+    "Occupational pension coverage from current employment.<br />Occupational pension coverage from current or previous employments.<br />A Hybrid pension scheme is one which is neither a full Defined Benefit scheme nor a full Defined Contribution scheme, but has some of the characteristics of each.<br />..Sample occurrence too small for estimation.<br />Please note data may not add to 100% due to rounding issues.",
+    "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/housingandhouseholds/pensioncoverage/\">statistical release page</a> on our website."
+  ],
+  "source_href": "https://data.cso.ie/table/PMQ91",
+  "updated_at": "2024-12-19T11:00:00Z"
+}
\ No newline at end of file
diff --git a/PMQ91/series.jsonl b/PMQ91/series.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..60dfca5b62d03f11287d292b58305a377aacf9cc
--- /dev/null
+++ b/PMQ91/series.jsonl
@@ -0,0 +1,12 @@
+{"code":"PMQ91C01.100.1","dimensions":{"C02472V02994":"1","C03714V04461":"100","STATISTIC":"PMQ91C01"},"observations":[["PERIOD","VALUE"],["2024Q3",26.0]]}
+{"code":"PMQ91C01.100.2","dimensions":{"C02472V02994":"2","C03714V04461":"100","STATISTIC":"PMQ91C01"},"observations":[["PERIOD","VALUE"],["2024Q3",27.0]]}
+{"code":"PMQ91C01.110.1","dimensions":{"C02472V02994":"1","C03714V04461":"110","STATISTIC":"PMQ91C01"},"observations":[["PERIOD","VALUE"],["2024Q3",69.0]]}
+{"code":"PMQ91C01.110.2","dimensions":{"C02472V02994":"2","C03714V04461":"110","STATISTIC":"PMQ91C01"},"observations":[["PERIOD","VALUE"],["2024Q3",68.0]]}
+{"code":"PMQ91C01.120.1","dimensions":{"C02472V02994":"1","C03714V04461":"120","STATISTIC":"PMQ91C01"},"observations":[["PERIOD","VALUE"],["2024Q3",5.0]]}
+{"code":"PMQ91C01.120.2","dimensions":{"C02472V02994":"2","C03714V04461":"120","STATISTIC":"PMQ91C01"},"observations":[["PERIOD","VALUE"],["2024Q3",4.0]]}
+{"code":"PMQ91C02.100.1","dimensions":{"C02472V02994":"1","C03714V04461":"100","STATISTIC":"PMQ91C02"},"observations":[["PERIOD","VALUE"],["2024Q3",14.0]]}
+{"code":"PMQ91C02.100.2","dimensions":{"C02472V02994":"2","C03714V04461":"100","STATISTIC":"PMQ91C02"},"observations":[["PERIOD","VALUE"],["2024Q3",25.0]]}
+{"code":"PMQ91C02.110.1","dimensions":{"C02472V02994":"1","C03714V04461":"110","STATISTIC":"PMQ91C02"},"observations":[["PERIOD","VALUE"],["2024Q3",79.0]]}
+{"code":"PMQ91C02.110.2","dimensions":{"C02472V02994":"2","C03714V04461":"110","STATISTIC":"PMQ91C02"},"observations":[["PERIOD","VALUE"],["2024Q3",73.0]]}
+{"code":"PMQ91C02.120.1","dimensions":{"C02472V02994":"1","C03714V04461":"120","STATISTIC":"PMQ91C02"},"observations":[["PERIOD","VALUE"],["2024Q3",7.0]]}
+{"code":"PMQ91C02.120.2","dimensions":{"C02472V02994":"2","C03714V04461":"120","STATISTIC":"PMQ91C02"},"observations":[["PERIOD","VALUE"],["2024Q3",2.0]]}
diff --git a/PMQ92/dataset.json b/PMQ92/dataset.json
new file mode 100644
index 0000000000000000000000000000000000000000..9c605d6f6fde39fd2921305fa96be572571f8375
--- /dev/null
+++ b/PMQ92/dataset.json
@@ -0,0 +1,96 @@
+{
+  "code": "PMQ92",
+  "dimensions_codes_order": [
+    "STATISTIC",
+    "C03326V04013",
+    "C02076V02508",
+    "C02199V02655"
+  ],
+  "dimensions_labels": {
+    "C02076V02508": "Age Group",
+    "C02199V02655": "Sex",
+    "C03326V04013": "Length of Time in Scheme",
+    "STATISTIC": "Statistic"
+  },
+  "dimensions_values_labels": {
+    "C02076V02508": [
+      [
+        "-",
+        "All ages"
+      ],
+      [
+        "365",
+        "20 - 24 years"
+      ],
+      [
+        "415",
+        "25 - 34 years"
+      ],
+      [
+        "465",
+        "35 - 44 years"
+      ],
+      [
+        "500",
+        "45 - 54 years"
+      ],
+      [
+        "540",
+        "55 - 69 years"
+      ]
+    ],
+    "C02199V02655": [
+      [
+        "-",
+        "Both sexes"
+      ],
+      [
+        "1",
+        "Male"
+      ],
+      [
+        "2",
+        "Female"
+      ]
+    ],
+    "C03326V04013": [
+      [
+        "01",
+        "Less than 5 years"
+      ],
+      [
+        "02",
+        "5 to 9 years"
+      ],
+      [
+        "03",
+        "10 to 14 years"
+      ],
+      [
+        "04",
+        "15 to 19 years"
+      ],
+      [
+        "05",
+        "20 years or more"
+      ],
+      [
+        "06",
+        "Do not know/Not stated"
+      ]
+    ],
+    "STATISTIC": [
+      [
+        "PMQ92C01",
+        "Persons with an occupational pension from their current job"
+      ]
+    ]
+  },
+  "name": "Persons with an occupational pension from their current job",
+  "notes": [
+    "Please note data may not add to 100% due to rounding issues. <br />.. Sample occurrence too small for estimation.",
+    "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/housingandhouseholds/pensioncoverage/\">statistical release page</a> on our website."
+  ],
+  "source_href": "https://data.cso.ie/table/PMQ92",
+  "updated_at": "2024-12-19T11:00:00Z"
+}
\ No newline at end of file
diff --git a/PMQ92/series.jsonl b/PMQ92/series.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..c4573e33ca4999a840d04cd9684c0a75eabe59ca
--- /dev/null
+++ b/PMQ92/series.jsonl
@@ -0,0 +1,108 @@
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+{"code":"PMQ92C01.01.-.1","dimensions":{"C02076V02508":"-","C02199V02655":"1","C03326V04013":"01","STATISTIC":"PMQ92C01"},"observations":[["PERIOD","VALUE"],["2024Q3",42.0]]}
+{"code":"PMQ92C01.01.-.2","dimensions":{"C02076V02508":"-","C02199V02655":"2","C03326V04013":"01","STATISTIC":"PMQ92C01"},"observations":[["PERIOD","VALUE"],["2024Q3",39.0]]}
+{"code":"PMQ92C01.01.365.-","dimensions":{"C02076V02508":"365","C02199V02655":"-","C03326V04013":"01","STATISTIC":"PMQ92C01"},"observations":[["PERIOD","VALUE"],["2024Q3","NA"]]}
+{"code":"PMQ92C01.01.365.1","dimensions":{"C02076V02508":"365","C02199V02655":"1","C03326V04013":"01","STATISTIC":"PMQ92C01"},"observations":[["PERIOD","VALUE"],["2024Q3","NA"]]}
+{"code":"PMQ92C01.01.365.2","dimensions":{"C02076V02508":"365","C02199V02655":"2","C03326V04013":"01","STATISTIC":"PMQ92C01"},"observations":[["PERIOD","VALUE"],["2024Q3","NA"]]}
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+{"code":"PMQ92C01.05.415.1","dimensions":{"C02076V02508":"415","C02199V02655":"1","C03326V04013":"05","STATISTIC":"PMQ92C01"},"observations":[["PERIOD","VALUE"],["2024Q3",0.0]]}
+{"code":"PMQ92C01.05.415.2","dimensions":{"C02076V02508":"415","C02199V02655":"2","C03326V04013":"05","STATISTIC":"PMQ92C01"},"observations":[["PERIOD","VALUE"],["2024Q3",0.0]]}
+{"code":"PMQ92C01.05.465.-","dimensions":{"C02076V02508":"465","C02199V02655":"-","C03326V04013":"05","STATISTIC":"PMQ92C01"},"observations":[["PERIOD","VALUE"],["2024Q3",5.0]]}
+{"code":"PMQ92C01.05.465.1","dimensions":{"C02076V02508":"465","C02199V02655":"1","C03326V04013":"05","STATISTIC":"PMQ92C01"},"observations":[["PERIOD","VALUE"],["2024Q3",4.0]]}
+{"code":"PMQ92C01.05.465.2","dimensions":{"C02076V02508":"465","C02199V02655":"2","C03326V04013":"05","STATISTIC":"PMQ92C01"},"observations":[["PERIOD","VALUE"],["2024Q3",7.0]]}
+{"code":"PMQ92C01.05.500.-","dimensions":{"C02076V02508":"500","C02199V02655":"-","C03326V04013":"05","STATISTIC":"PMQ92C01"},"observations":[["PERIOD","VALUE"],["2024Q3",33.0]]}
+{"code":"PMQ92C01.05.500.1","dimensions":{"C02076V02508":"500","C02199V02655":"1","C03326V04013":"05","STATISTIC":"PMQ92C01"},"observations":[["PERIOD","VALUE"],["2024Q3",31.0]]}
+{"code":"PMQ92C01.05.500.2","dimensions":{"C02076V02508":"500","C02199V02655":"2","C03326V04013":"05","STATISTIC":"PMQ92C01"},"observations":[["PERIOD","VALUE"],["2024Q3",35.0]]}
+{"code":"PMQ92C01.05.540.-","dimensions":{"C02076V02508":"540","C02199V02655":"-","C03326V04013":"05","STATISTIC":"PMQ92C01"},"observations":[["PERIOD","VALUE"],["2024Q3",44.0]]}
+{"code":"PMQ92C01.05.540.1","dimensions":{"C02076V02508":"540","C02199V02655":"1","C03326V04013":"05","STATISTIC":"PMQ92C01"},"observations":[["PERIOD","VALUE"],["2024Q3",43.0]]}
+{"code":"PMQ92C01.05.540.2","dimensions":{"C02076V02508":"540","C02199V02655":"2","C03326V04013":"05","STATISTIC":"PMQ92C01"},"observations":[["PERIOD","VALUE"],["2024Q3",44.0]]}
+{"code":"PMQ92C01.06.-.-","dimensions":{"C02076V02508":"-","C02199V02655":"-","C03326V04013":"06","STATISTIC":"PMQ92C01"},"observations":[["PERIOD","VALUE"],["2024Q3",0.0]]}
+{"code":"PMQ92C01.06.-.1","dimensions":{"C02076V02508":"-","C02199V02655":"1","C03326V04013":"06","STATISTIC":"PMQ92C01"},"observations":[["PERIOD","VALUE"],["2024Q3",0.0]]}
+{"code":"PMQ92C01.06.-.2","dimensions":{"C02076V02508":"-","C02199V02655":"2","C03326V04013":"06","STATISTIC":"PMQ92C01"},"observations":[["PERIOD","VALUE"],["2024Q3",0.0]]}
+{"code":"PMQ92C01.06.365.-","dimensions":{"C02076V02508":"365","C02199V02655":"-","C03326V04013":"06","STATISTIC":"PMQ92C01"},"observations":[["PERIOD","VALUE"],["2024Q3","NA"]]}
+{"code":"PMQ92C01.06.365.1","dimensions":{"C02076V02508":"365","C02199V02655":"1","C03326V04013":"06","STATISTIC":"PMQ92C01"},"observations":[["PERIOD","VALUE"],["2024Q3","NA"]]}
+{"code":"PMQ92C01.06.365.2","dimensions":{"C02076V02508":"365","C02199V02655":"2","C03326V04013":"06","STATISTIC":"PMQ92C01"},"observations":[["PERIOD","VALUE"],["2024Q3","NA"]]}
+{"code":"PMQ92C01.06.415.-","dimensions":{"C02076V02508":"415","C02199V02655":"-","C03326V04013":"06","STATISTIC":"PMQ92C01"},"observations":[["PERIOD","VALUE"],["2024Q3",1.0]]}
+{"code":"PMQ92C01.06.415.1","dimensions":{"C02076V02508":"415","C02199V02655":"1","C03326V04013":"06","STATISTIC":"PMQ92C01"},"observations":[["PERIOD","VALUE"],["2024Q3",0.0]]}
+{"code":"PMQ92C01.06.415.2","dimensions":{"C02076V02508":"415","C02199V02655":"2","C03326V04013":"06","STATISTIC":"PMQ92C01"},"observations":[["PERIOD","VALUE"],["2024Q3",1.0]]}
+{"code":"PMQ92C01.06.465.-","dimensions":{"C02076V02508":"465","C02199V02655":"-","C03326V04013":"06","STATISTIC":"PMQ92C01"},"observations":[["PERIOD","VALUE"],["2024Q3",0.0]]}
+{"code":"PMQ92C01.06.465.1","dimensions":{"C02076V02508":"465","C02199V02655":"1","C03326V04013":"06","STATISTIC":"PMQ92C01"},"observations":[["PERIOD","VALUE"],["2024Q3",0.0]]}
+{"code":"PMQ92C01.06.465.2","dimensions":{"C02076V02508":"465","C02199V02655":"2","C03326V04013":"06","STATISTIC":"PMQ92C01"},"observations":[["PERIOD","VALUE"],["2024Q3",0.0]]}
+{"code":"PMQ92C01.06.500.-","dimensions":{"C02076V02508":"500","C02199V02655":"-","C03326V04013":"06","STATISTIC":"PMQ92C01"},"observations":[["PERIOD","VALUE"],["2024Q3",0.0]]}
+{"code":"PMQ92C01.06.500.1","dimensions":{"C02076V02508":"500","C02199V02655":"1","C03326V04013":"06","STATISTIC":"PMQ92C01"},"observations":[["PERIOD","VALUE"],["2024Q3",0.0]]}
+{"code":"PMQ92C01.06.500.2","dimensions":{"C02076V02508":"500","C02199V02655":"2","C03326V04013":"06","STATISTIC":"PMQ92C01"},"observations":[["PERIOD","VALUE"],["2024Q3",0.0]]}
+{"code":"PMQ92C01.06.540.-","dimensions":{"C02076V02508":"540","C02199V02655":"-","C03326V04013":"06","STATISTIC":"PMQ92C01"},"observations":[["PERIOD","VALUE"],["2024Q3",0.0]]}
+{"code":"PMQ92C01.06.540.1","dimensions":{"C02076V02508":"540","C02199V02655":"1","C03326V04013":"06","STATISTIC":"PMQ92C01"},"observations":[["PERIOD","VALUE"],["2024Q3",1.0]]}
+{"code":"PMQ92C01.06.540.2","dimensions":{"C02076V02508":"540","C02199V02655":"2","C03326V04013":"06","STATISTIC":"PMQ92C01"},"observations":[["PERIOD","VALUE"],["2024Q3","NA"]]}
diff --git a/PMQ93/dataset.json b/PMQ93/dataset.json
new file mode 100644
index 0000000000000000000000000000000000000000..a61904b64cc30fa0d61ba5c7a5e4220892eb6d63
--- /dev/null
+++ b/PMQ93/dataset.json
@@ -0,0 +1,64 @@
+{
+  "code": "PMQ93",
+  "dimensions_codes_order": [
+    "STATISTIC",
+    "C03326V04013",
+    "C02472V02994"
+  ],
+  "dimensions_labels": {
+    "C02472V02994": "Hours of Work",
+    "C03326V04013": "Length of Time in Scheme",
+    "STATISTIC": "Statistic"
+  },
+  "dimensions_values_labels": {
+    "C02472V02994": [
+      [
+        "1",
+        "Full-time"
+      ],
+      [
+        "2",
+        "Part-time"
+      ]
+    ],
+    "C03326V04013": [
+      [
+        "01",
+        "Less than 5 years"
+      ],
+      [
+        "02",
+        "5 to 9 years"
+      ],
+      [
+        "03",
+        "10 to 14 years"
+      ],
+      [
+        "04",
+        "15 to 19 years"
+      ],
+      [
+        "05",
+        "20 years or more"
+      ],
+      [
+        "06",
+        "Do not know/Not stated"
+      ]
+    ],
+    "STATISTIC": [
+      [
+        "PMQ93C01",
+        "Persons with an occupational pension from their current job"
+      ]
+    ]
+  },
+  "name": "Persons with an occupational pension from their current job",
+  "notes": [
+    "Please note data may not add to 100% due to rounding issues. <br />.. Sample occurrence too small for estimation.",
+    "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/housingandhouseholds/pensioncoverage/\">statistical release page</a> on our website."
+  ],
+  "source_href": "https://data.cso.ie/table/PMQ93",
+  "updated_at": "2024-12-19T11:00:00Z"
+}
\ No newline at end of file
diff --git a/PMQ93/series.jsonl b/PMQ93/series.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..589a3461dd58759e1451907f75b37edb6c560009
--- /dev/null
+++ b/PMQ93/series.jsonl
@@ -0,0 +1,12 @@
+{"code":"PMQ93C01.01.1","dimensions":{"C02472V02994":"1","C03326V04013":"01","STATISTIC":"PMQ93C01"},"observations":[["PERIOD","VALUE"],["2024Q3",41.0]]}
+{"code":"PMQ93C01.01.2","dimensions":{"C02472V02994":"2","C03326V04013":"01","STATISTIC":"PMQ93C01"},"observations":[["PERIOD","VALUE"],["2024Q3",42.0]]}
+{"code":"PMQ93C01.02.1","dimensions":{"C02472V02994":"1","C03326V04013":"02","STATISTIC":"PMQ93C01"},"observations":[["PERIOD","VALUE"],["2024Q3",20.0]]}
+{"code":"PMQ93C01.02.2","dimensions":{"C02472V02994":"2","C03326V04013":"02","STATISTIC":"PMQ93C01"},"observations":[["PERIOD","VALUE"],["2024Q3",13.0]]}
+{"code":"PMQ93C01.03.1","dimensions":{"C02472V02994":"1","C03326V04013":"03","STATISTIC":"PMQ93C01"},"observations":[["PERIOD","VALUE"],["2024Q3",11.0]]}
+{"code":"PMQ93C01.03.2","dimensions":{"C02472V02994":"2","C03326V04013":"03","STATISTIC":"PMQ93C01"},"observations":[["PERIOD","VALUE"],["2024Q3",12.0]]}
+{"code":"PMQ93C01.04.1","dimensions":{"C02472V02994":"1","C03326V04013":"04","STATISTIC":"PMQ93C01"},"observations":[["PERIOD","VALUE"],["2024Q3",10.0]]}
+{"code":"PMQ93C01.04.2","dimensions":{"C02472V02994":"2","C03326V04013":"04","STATISTIC":"PMQ93C01"},"observations":[["PERIOD","VALUE"],["2024Q3",10.0]]}
+{"code":"PMQ93C01.05.1","dimensions":{"C02472V02994":"1","C03326V04013":"05","STATISTIC":"PMQ93C01"},"observations":[["PERIOD","VALUE"],["2024Q3",18.0]]}
+{"code":"PMQ93C01.05.2","dimensions":{"C02472V02994":"2","C03326V04013":"05","STATISTIC":"PMQ93C01"},"observations":[["PERIOD","VALUE"],["2024Q3",22.0]]}
+{"code":"PMQ93C01.06.1","dimensions":{"C02472V02994":"1","C03326V04013":"06","STATISTIC":"PMQ93C01"},"observations":[["PERIOD","VALUE"],["2024Q3",0.0]]}
+{"code":"PMQ93C01.06.2","dimensions":{"C02472V02994":"2","C03326V04013":"06","STATISTIC":"PMQ93C01"},"observations":[["PERIOD","VALUE"],["2024Q3",0.0]]}
diff --git a/PMQ94/dataset.json b/PMQ94/dataset.json
new file mode 100644
index 0000000000000000000000000000000000000000..decbfd092391544b698ab4320e79ae95c414e1c0
--- /dev/null
+++ b/PMQ94/dataset.json
@@ -0,0 +1,72 @@
+{
+  "code": "PMQ94",
+  "dimensions_codes_order": [
+    "STATISTIC",
+    "C02199V02655",
+    "C02076V02508"
+  ],
+  "dimensions_labels": {
+    "C02076V02508": "Age Group",
+    "C02199V02655": "Sex",
+    "STATISTIC": "Statistic"
+  },
+  "dimensions_values_labels": {
+    "C02076V02508": [
+      [
+        "-",
+        "All ages"
+      ],
+      [
+        "365",
+        "20 - 24 years"
+      ],
+      [
+        "415",
+        "25 - 34 years"
+      ],
+      [
+        "465",
+        "35 - 44 years"
+      ],
+      [
+        "500",
+        "45 - 54 years"
+      ],
+      [
+        "540",
+        "55 - 69 years"
+      ]
+    ],
+    "C02199V02655": [
+      [
+        "-",
+        "Both sexes"
+      ],
+      [
+        "1",
+        "Male"
+      ],
+      [
+        "2",
+        "Female"
+      ]
+    ],
+    "STATISTIC": [
+      [
+        "PMQ94C01",
+        "Occupational pensions from current employment and personal pensions in current contribution"
+      ],
+      [
+        "PMQ94C02",
+        "Occupational pensions from current/previous employments and personal pensions"
+      ]
+    ]
+  },
+  "name": "Pension Coverage of Persons in Employment",
+  "notes": [
+    "Refer to Background Notes for the definition of the ILO Labour Force classification of persons in employment. Persons in employment (ILO) aged 20 to 69 years.<em> <br /></em>Includes employees and self-employed persons.<br />Occupational pensions from current/previous employments and personal pensions includes deferred pensions and pensions in draw-down mode.",
+    "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/housingandhouseholds/pensioncoverage/\">statistical release page</a> on our website."
+  ],
+  "source_href": "https://data.cso.ie/table/PMQ94",
+  "updated_at": "2024-12-19T11:00:00Z"
+}
\ No newline at end of file
diff --git a/PMQ94/series.jsonl b/PMQ94/series.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..d5c3aee73605e729fad7275a876a147c2400482c
--- /dev/null
+++ b/PMQ94/series.jsonl
@@ -0,0 +1,36 @@
+{"code":"PMQ94C01.-.-","dimensions":{"C02076V02508":"-","C02199V02655":"-","STATISTIC":"PMQ94C01"},"observations":[["PERIOD","VALUE"],["2024Q3",58.0]]}
+{"code":"PMQ94C01.-.365","dimensions":{"C02076V02508":"365","C02199V02655":"-","STATISTIC":"PMQ94C01"},"observations":[["PERIOD","VALUE"],["2024Q3",24.0]]}
+{"code":"PMQ94C01.-.415","dimensions":{"C02076V02508":"415","C02199V02655":"-","STATISTIC":"PMQ94C01"},"observations":[["PERIOD","VALUE"],["2024Q3",54.0]]}
+{"code":"PMQ94C01.-.465","dimensions":{"C02076V02508":"465","C02199V02655":"-","STATISTIC":"PMQ94C01"},"observations":[["PERIOD","VALUE"],["2024Q3",65.0]]}
+{"code":"PMQ94C01.-.500","dimensions":{"C02076V02508":"500","C02199V02655":"-","STATISTIC":"PMQ94C01"},"observations":[["PERIOD","VALUE"],["2024Q3",69.0]]}
+{"code":"PMQ94C01.-.540","dimensions":{"C02076V02508":"540","C02199V02655":"-","STATISTIC":"PMQ94C01"},"observations":[["PERIOD","VALUE"],["2024Q3",60.0]]}
+{"code":"PMQ94C01.1.-","dimensions":{"C02076V02508":"-","C02199V02655":"1","STATISTIC":"PMQ94C01"},"observations":[["PERIOD","VALUE"],["2024Q3",58.0]]}
+{"code":"PMQ94C01.1.365","dimensions":{"C02076V02508":"365","C02199V02655":"1","STATISTIC":"PMQ94C01"},"observations":[["PERIOD","VALUE"],["2024Q3",26.0]]}
+{"code":"PMQ94C01.1.415","dimensions":{"C02076V02508":"415","C02199V02655":"1","STATISTIC":"PMQ94C01"},"observations":[["PERIOD","VALUE"],["2024Q3",53.0]]}
+{"code":"PMQ94C01.1.465","dimensions":{"C02076V02508":"465","C02199V02655":"1","STATISTIC":"PMQ94C01"},"observations":[["PERIOD","VALUE"],["2024Q3",64.0]]}
+{"code":"PMQ94C01.1.500","dimensions":{"C02076V02508":"500","C02199V02655":"1","STATISTIC":"PMQ94C01"},"observations":[["PERIOD","VALUE"],["2024Q3",70.0]]}
+{"code":"PMQ94C01.1.540","dimensions":{"C02076V02508":"540","C02199V02655":"1","STATISTIC":"PMQ94C01"},"observations":[["PERIOD","VALUE"],["2024Q3",60.0]]}
+{"code":"PMQ94C01.2.-","dimensions":{"C02076V02508":"-","C02199V02655":"2","STATISTIC":"PMQ94C01"},"observations":[["PERIOD","VALUE"],["2024Q3",59.0]]}
+{"code":"PMQ94C01.2.365","dimensions":{"C02076V02508":"365","C02199V02655":"2","STATISTIC":"PMQ94C01"},"observations":[["PERIOD","VALUE"],["2024Q3",21.0]]}
+{"code":"PMQ94C01.2.415","dimensions":{"C02076V02508":"415","C02199V02655":"2","STATISTIC":"PMQ94C01"},"observations":[["PERIOD","VALUE"],["2024Q3",55.0]]}
+{"code":"PMQ94C01.2.465","dimensions":{"C02076V02508":"465","C02199V02655":"2","STATISTIC":"PMQ94C01"},"observations":[["PERIOD","VALUE"],["2024Q3",66.0]]}
+{"code":"PMQ94C01.2.500","dimensions":{"C02076V02508":"500","C02199V02655":"2","STATISTIC":"PMQ94C01"},"observations":[["PERIOD","VALUE"],["2024Q3",68.0]]}
+{"code":"PMQ94C01.2.540","dimensions":{"C02076V02508":"540","C02199V02655":"2","STATISTIC":"PMQ94C01"},"observations":[["PERIOD","VALUE"],["2024Q3",60.0]]}
+{"code":"PMQ94C02.-.-","dimensions":{"C02076V02508":"-","C02199V02655":"-","STATISTIC":"PMQ94C02"},"observations":[["PERIOD","VALUE"],["2024Q3",67.0]]}
+{"code":"PMQ94C02.-.365","dimensions":{"C02076V02508":"365","C02199V02655":"-","STATISTIC":"PMQ94C02"},"observations":[["PERIOD","VALUE"],["2024Q3",27.0]]}
+{"code":"PMQ94C02.-.415","dimensions":{"C02076V02508":"415","C02199V02655":"-","STATISTIC":"PMQ94C02"},"observations":[["PERIOD","VALUE"],["2024Q3",59.0]]}
+{"code":"PMQ94C02.-.465","dimensions":{"C02076V02508":"465","C02199V02655":"-","STATISTIC":"PMQ94C02"},"observations":[["PERIOD","VALUE"],["2024Q3",72.0]]}
+{"code":"PMQ94C02.-.500","dimensions":{"C02076V02508":"500","C02199V02655":"-","STATISTIC":"PMQ94C02"},"observations":[["PERIOD","VALUE"],["2024Q3",80.0]]}
+{"code":"PMQ94C02.-.540","dimensions":{"C02076V02508":"540","C02199V02655":"-","STATISTIC":"PMQ94C02"},"observations":[["PERIOD","VALUE"],["2024Q3",75.0]]}
+{"code":"PMQ94C02.1.-","dimensions":{"C02076V02508":"-","C02199V02655":"1","STATISTIC":"PMQ94C02"},"observations":[["PERIOD","VALUE"],["2024Q3",68.0]]}
+{"code":"PMQ94C02.1.365","dimensions":{"C02076V02508":"365","C02199V02655":"1","STATISTIC":"PMQ94C02"},"observations":[["PERIOD","VALUE"],["2024Q3",31.0]]}
+{"code":"PMQ94C02.1.415","dimensions":{"C02076V02508":"415","C02199V02655":"1","STATISTIC":"PMQ94C02"},"observations":[["PERIOD","VALUE"],["2024Q3",57.0]]}
+{"code":"PMQ94C02.1.465","dimensions":{"C02076V02508":"465","C02199V02655":"1","STATISTIC":"PMQ94C02"},"observations":[["PERIOD","VALUE"],["2024Q3",72.0]]}
+{"code":"PMQ94C02.1.500","dimensions":{"C02076V02508":"500","C02199V02655":"1","STATISTIC":"PMQ94C02"},"observations":[["PERIOD","VALUE"],["2024Q3",81.0]]}
+{"code":"PMQ94C02.1.540","dimensions":{"C02076V02508":"540","C02199V02655":"1","STATISTIC":"PMQ94C02"},"observations":[["PERIOD","VALUE"],["2024Q3",76.0]]}
+{"code":"PMQ94C02.2.-","dimensions":{"C02076V02508":"-","C02199V02655":"2","STATISTIC":"PMQ94C02"},"observations":[["PERIOD","VALUE"],["2024Q3",66.0]]}
+{"code":"PMQ94C02.2.365","dimensions":{"C02076V02508":"365","C02199V02655":"2","STATISTIC":"PMQ94C02"},"observations":[["PERIOD","VALUE"],["2024Q3",24.0]]}
+{"code":"PMQ94C02.2.415","dimensions":{"C02076V02508":"415","C02199V02655":"2","STATISTIC":"PMQ94C02"},"observations":[["PERIOD","VALUE"],["2024Q3",61.0]]}
+{"code":"PMQ94C02.2.465","dimensions":{"C02076V02508":"465","C02199V02655":"2","STATISTIC":"PMQ94C02"},"observations":[["PERIOD","VALUE"],["2024Q3",72.0]]}
+{"code":"PMQ94C02.2.500","dimensions":{"C02076V02508":"500","C02199V02655":"2","STATISTIC":"PMQ94C02"},"observations":[["PERIOD","VALUE"],["2024Q3",79.0]]}
+{"code":"PMQ94C02.2.540","dimensions":{"C02076V02508":"540","C02199V02655":"2","STATISTIC":"PMQ94C02"},"observations":[["PERIOD","VALUE"],["2024Q3",74.0]]}
diff --git a/PMQ95/dataset.json b/PMQ95/dataset.json
new file mode 100644
index 0000000000000000000000000000000000000000..5d4164fb74d98eb95a7115e9c473b1eedf4977be
--- /dev/null
+++ b/PMQ95/dataset.json
@@ -0,0 +1,76 @@
+{
+  "code": "PMQ95",
+  "dimensions_codes_order": [
+    "STATISTIC",
+    "C03715V04462",
+    "C02076V02508"
+  ],
+  "dimensions_labels": {
+    "C02076V02508": "Age Group",
+    "C03715V04462": "Reasons for not having an Occupational Pension",
+    "STATISTIC": "Statistic"
+  },
+  "dimensions_values_labels": {
+    "C02076V02508": [
+      [
+        "365",
+        "20 - 24 years"
+      ],
+      [
+        "415",
+        "25 - 34 years"
+      ],
+      [
+        "465",
+        "35 - 44 years"
+      ],
+      [
+        "500",
+        "45 - 54 years"
+      ],
+      [
+        "540",
+        "55 - 69 years"
+      ],
+      [
+        "-",
+        "All ages"
+      ]
+    ],
+    "C03715V04462": [
+      [
+        "100",
+        "Employer does not offer a company pension scheme"
+      ],
+      [
+        "110",
+        "Have chosen not to join employer's pension scheme"
+      ],
+      [
+        "120",
+        "Not eligible to join employer's pension scheme"
+      ],
+      [
+        "130",
+        "No pension with current employer but pension from previous employer(s)"
+      ],
+      [
+        "999",
+        "Not Stated"
+      ]
+    ],
+    "STATISTIC": [
+      [
+        "PMQ95C01",
+        "Employees aged 20 to 69 years who do not have an occupational pension from current employment"
+      ]
+    ]
+  },
+  "name": "Employees aged 20 to 69 years who do not have an occupational pension from current employment",
+  "notes": [
+    "Please note data may not add to 100% due to rounding issues.<br />Pension from previous employment was an option for the first time in 2024.",
+    "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/housingandhouseholds/pensioncoverage/\">statistical release page</a> on our website."
+  ],
+  "source_href": "https://data.cso.ie/table/PMQ95",
+  "updated_at": "2024-12-19T11:00:00Z"
+}
\ No newline at end of file
diff --git a/PMQ95/series.jsonl b/PMQ95/series.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..7141b3097c41ecd5174fc2ada478de5eccbda0d5
--- /dev/null
+++ b/PMQ95/series.jsonl
@@ -0,0 +1,30 @@
+{"code":"PMQ95C01.100.-","dimensions":{"C02076V02508":"-","C03715V04462":"100","STATISTIC":"PMQ95C01"},"observations":[["PERIOD","VALUE"],["2023Q3",50.0],["2024Q3",53.0]]}
+{"code":"PMQ95C01.100.365","dimensions":{"C02076V02508":"365","C03715V04462":"100","STATISTIC":"PMQ95C01"},"observations":[["PERIOD","VALUE"],["2023Q3",46.0],["2024Q3",48.0]]}
+{"code":"PMQ95C01.100.415","dimensions":{"C02076V02508":"415","C03715V04462":"100","STATISTIC":"PMQ95C01"},"observations":[["PERIOD","VALUE"],["2023Q3",46.0],["2024Q3",48.0]]}
+{"code":"PMQ95C01.100.465","dimensions":{"C02076V02508":"465","C03715V04462":"100","STATISTIC":"PMQ95C01"},"observations":[["PERIOD","VALUE"],["2023Q3",55.0],["2024Q3",54.0]]}
+{"code":"PMQ95C01.100.500","dimensions":{"C02076V02508":"500","C03715V04462":"100","STATISTIC":"PMQ95C01"},"observations":[["PERIOD","VALUE"],["2023Q3",56.0],["2024Q3",59.0]]}
+{"code":"PMQ95C01.100.540","dimensions":{"C02076V02508":"540","C03715V04462":"100","STATISTIC":"PMQ95C01"},"observations":[["PERIOD","VALUE"],["2023Q3",59.0],["2024Q3",58.0]]}
+{"code":"PMQ95C01.110.-","dimensions":{"C02076V02508":"-","C03715V04462":"110","STATISTIC":"PMQ95C01"},"observations":[["PERIOD","VALUE"],["2023Q3",24.0],["2024Q3",23.0]]}
+{"code":"PMQ95C01.110.365","dimensions":{"C02076V02508":"365","C03715V04462":"110","STATISTIC":"PMQ95C01"},"observations":[["PERIOD","VALUE"],["2023Q3",15.0],["2024Q3",13.0]]}
+{"code":"PMQ95C01.110.415","dimensions":{"C02076V02508":"415","C03715V04462":"110","STATISTIC":"PMQ95C01"},"observations":[["PERIOD","VALUE"],["2023Q3",30.0],["2024Q3",28.0]]}
+{"code":"PMQ95C01.110.465","dimensions":{"C02076V02508":"465","C03715V04462":"110","STATISTIC":"PMQ95C01"},"observations":[["PERIOD","VALUE"],["2023Q3",27.0],["2024Q3",27.0]]}
+{"code":"PMQ95C01.110.500","dimensions":{"C02076V02508":"500","C03715V04462":"110","STATISTIC":"PMQ95C01"},"observations":[["PERIOD","VALUE"],["2023Q3",29.0],["2024Q3",22.0]]}
+{"code":"PMQ95C01.110.540","dimensions":{"C02076V02508":"540","C03715V04462":"110","STATISTIC":"PMQ95C01"},"observations":[["PERIOD","VALUE"],["2023Q3",23.0],["2024Q3",23.0]]}
+{"code":"PMQ95C01.120.-","dimensions":{"C02076V02508":"-","C03715V04462":"120","STATISTIC":"PMQ95C01"},"observations":[["PERIOD","VALUE"],["2023Q3",17.0],["2024Q3",15.0]]}
+{"code":"PMQ95C01.120.365","dimensions":{"C02076V02508":"365","C03715V04462":"120","STATISTIC":"PMQ95C01"},"observations":[["PERIOD","VALUE"],["2023Q3",29.0],["2024Q3",36.0]]}
+{"code":"PMQ95C01.120.415","dimensions":{"C02076V02508":"415","C03715V04462":"120","STATISTIC":"PMQ95C01"},"observations":[["PERIOD","VALUE"],["2023Q3",17.0],["2024Q3",13.0]]}
+{"code":"PMQ95C01.120.465","dimensions":{"C02076V02508":"465","C03715V04462":"120","STATISTIC":"PMQ95C01"},"observations":[["PERIOD","VALUE"],["2023Q3",10.0],["2024Q3",9.0]]}
+{"code":"PMQ95C01.120.500","dimensions":{"C02076V02508":"500","C03715V04462":"120","STATISTIC":"PMQ95C01"},"observations":[["PERIOD","VALUE"],["2023Q3",8.0],["2024Q3",10.0]]}
+{"code":"PMQ95C01.120.540","dimensions":{"C02076V02508":"540","C03715V04462":"120","STATISTIC":"PMQ95C01"},"observations":[["PERIOD","VALUE"],["2023Q3",12.0],["2024Q3",6.0]]}
+{"code":"PMQ95C01.130.-","dimensions":{"C02076V02508":"-","C03715V04462":"130","STATISTIC":"PMQ95C01"},"observations":[["PERIOD","VALUE"],["2023Q3","NA"],["2024Q3",3.0]]}
+{"code":"PMQ95C01.130.365","dimensions":{"C02076V02508":"365","C03715V04462":"130","STATISTIC":"PMQ95C01"},"observations":[["PERIOD","VALUE"],["2023Q3","NA"],["2024Q3",0.0]]}
+{"code":"PMQ95C01.130.415","dimensions":{"C02076V02508":"415","C03715V04462":"130","STATISTIC":"PMQ95C01"},"observations":[["PERIOD","VALUE"],["2023Q3","NA"],["2024Q3",2.0]]}
+{"code":"PMQ95C01.130.465","dimensions":{"C02076V02508":"465","C03715V04462":"130","STATISTIC":"PMQ95C01"},"observations":[["PERIOD","VALUE"],["2023Q3","NA"],["2024Q3",2.0]]}
+{"code":"PMQ95C01.130.500","dimensions":{"C02076V02508":"500","C03715V04462":"130","STATISTIC":"PMQ95C01"},"observations":[["PERIOD","VALUE"],["2023Q3","NA"],["2024Q3",4.0]]}
+{"code":"PMQ95C01.130.540","dimensions":{"C02076V02508":"540","C03715V04462":"130","STATISTIC":"PMQ95C01"},"observations":[["PERIOD","VALUE"],["2023Q3","NA"],["2024Q3",8.0]]}
+{"code":"PMQ95C01.999.-","dimensions":{"C02076V02508":"-","C03715V04462":"999","STATISTIC":"PMQ95C01"},"observations":[["PERIOD","VALUE"],["2023Q3",9.0],["2024Q3",7.0]]}
+{"code":"PMQ95C01.999.365","dimensions":{"C02076V02508":"365","C03715V04462":"999","STATISTIC":"PMQ95C01"},"observations":[["PERIOD","VALUE"],["2023Q3",9.0],["2024Q3",4.0]]}
+{"code":"PMQ95C01.999.415","dimensions":{"C02076V02508":"415","C03715V04462":"999","STATISTIC":"PMQ95C01"},"observations":[["PERIOD","VALUE"],["2023Q3",7.0],["2024Q3",9.0]]}
+{"code":"PMQ95C01.999.465","dimensions":{"C02076V02508":"465","C03715V04462":"999","STATISTIC":"PMQ95C01"},"observations":[["PERIOD","VALUE"],["2023Q3",8.0],["2024Q3",9.0]]}
+{"code":"PMQ95C01.999.500","dimensions":{"C02076V02508":"500","C03715V04462":"999","STATISTIC":"PMQ95C01"},"observations":[["PERIOD","VALUE"],["2023Q3",6.0],["2024Q3",5.0]]}
+{"code":"PMQ95C01.999.540","dimensions":{"C02076V02508":"540","C03715V04462":"999","STATISTIC":"PMQ95C01"},"observations":[["PERIOD","VALUE"],["2023Q3",5.0],["2024Q3",5.0]]}
diff --git a/PMQ96/dataset.json b/PMQ96/dataset.json
new file mode 100644
index 0000000000000000000000000000000000000000..398f0ed599591cc6f374cfc51a1e7f53faa70c2b
--- /dev/null
+++ b/PMQ96/dataset.json
@@ -0,0 +1,84 @@
+{
+  "code": "PMQ96",
+  "dimensions_codes_order": [
+    "STATISTIC",
+    "C02027V02455"
+  ],
+  "dimensions_labels": {
+    "C02027V02455": "ILO Employment Status",
+    "STATISTIC": "Statistic"
+  },
+  "dimensions_values_labels": {
+    "C02027V02455": [
+      [
+        "1",
+        "Employee"
+      ],
+      [
+        "221",
+        "Self employed and Assisting relative"
+      ]
+    ],
+    "STATISTIC": [
+      [
+        "PMQ96C01",
+        "Never got around to organising it"
+      ],
+      [
+        "PMQ96C02",
+        "Will set one up at a future date"
+      ],
+      [
+        "PMQ96C03",
+        "Can't afford a pension"
+      ],
+      [
+        "PMQ96C04",
+        "Other sources offer a better return for investment"
+      ],
+      [
+        "PMQ96C05",
+        "Don’t understand pensions"
+      ],
+      [
+        "PMQ96C06",
+        "Spouse pension"
+      ],
+      [
+        "PMQ96C07",
+        "Other sources will be adequate including State Pension or savings etc"
+      ],
+      [
+        "PMQ96C08",
+        "Intend to join pension scheme/In process of setting up pension"
+      ],
+      [
+        "PMQ96C09",
+        "Moving back home/abroad"
+      ],
+      [
+        "PMQ96C10",
+        "Too much financial risk"
+      ],
+      [
+        "PMQ96C11",
+        "Wasnt offered pension in previous employments"
+      ],
+      [
+        "PMQ96C12",
+        "Income from farm, family business or inheritence"
+      ],
+      [
+        "PMQ96C13",
+        "Other"
+      ]
+    ]
+  },
+  "name": "Persons in employment (ILO) aged 20 to 69 years with no pension classified by main reason for not having a pension",
+  "notes": [
+    "Refer to Background Notes for the definition of the ILO Labour Force classification of persons in employment.<br /><br />Please note data may not add to 100% due to rounding issues.",
+    "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/housingandhouseholds/pensioncoverage/\">statistical release page</a> on our website."
+  ],
+  "source_href": "https://data.cso.ie/table/PMQ96",
+  "updated_at": "2024-12-19T11:00:00Z"
+}
\ No newline at end of file
diff --git a/PMQ96/series.jsonl b/PMQ96/series.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..203cad1559ae41975a557e68dfafafcc49a7a8ee
--- /dev/null
+++ b/PMQ96/series.jsonl
@@ -0,0 +1,26 @@
+{"code":"PMQ96C01.1","dimensions":{"C02027V02455":"1","STATISTIC":"PMQ96C01"},"observations":[["PERIOD","VALUE"],["2024Q3",27.0]]}
+{"code":"PMQ96C01.221","dimensions":{"C02027V02455":"221","STATISTIC":"PMQ96C01"},"observations":[["PERIOD","VALUE"],["2024Q3",16.0]]}
+{"code":"PMQ96C02.1","dimensions":{"C02027V02455":"1","STATISTIC":"PMQ96C02"},"observations":[["PERIOD","VALUE"],["2024Q3",14.0]]}
+{"code":"PMQ96C02.221","dimensions":{"C02027V02455":"221","STATISTIC":"PMQ96C02"},"observations":[["PERIOD","VALUE"],["2024Q3",39.0]]}
+{"code":"PMQ96C03.1","dimensions":{"C02027V02455":"1","STATISTIC":"PMQ96C03"},"observations":[["PERIOD","VALUE"],["2024Q3",33.0]]}
+{"code":"PMQ96C03.221","dimensions":{"C02027V02455":"221","STATISTIC":"PMQ96C03"},"observations":[["PERIOD","VALUE"],["2024Q3",17.0]]}
+{"code":"PMQ96C04.1","dimensions":{"C02027V02455":"1","STATISTIC":"PMQ96C04"},"observations":[["PERIOD","VALUE"],["2024Q3",5.0]]}
+{"code":"PMQ96C04.221","dimensions":{"C02027V02455":"221","STATISTIC":"PMQ96C04"},"observations":[["PERIOD","VALUE"],["2024Q3",4.0]]}
+{"code":"PMQ96C05.1","dimensions":{"C02027V02455":"1","STATISTIC":"PMQ96C05"},"observations":[["PERIOD","VALUE"],["2024Q3",2.0]]}
+{"code":"PMQ96C05.221","dimensions":{"C02027V02455":"221","STATISTIC":"PMQ96C05"},"observations":[["PERIOD","VALUE"],["2024Q3",5.0]]}
+{"code":"PMQ96C06.1","dimensions":{"C02027V02455":"1","STATISTIC":"PMQ96C06"},"observations":[["PERIOD","VALUE"],["2024Q3",2.0]]}
+{"code":"PMQ96C06.221","dimensions":{"C02027V02455":"221","STATISTIC":"PMQ96C06"},"observations":[["PERIOD","VALUE"],["2024Q3",3.0]]}
+{"code":"PMQ96C07.1","dimensions":{"C02027V02455":"1","STATISTIC":"PMQ96C07"},"observations":[["PERIOD","VALUE"],["2024Q3",0.0]]}
+{"code":"PMQ96C07.221","dimensions":{"C02027V02455":"221","STATISTIC":"PMQ96C07"},"observations":[["PERIOD","VALUE"],["2024Q3",5.0]]}
+{"code":"PMQ96C08.1","dimensions":{"C02027V02455":"1","STATISTIC":"PMQ96C08"},"observations":[["PERIOD","VALUE"],["2024Q3","NA"]]}
+{"code":"PMQ96C08.221","dimensions":{"C02027V02455":"221","STATISTIC":"PMQ96C08"},"observations":[["PERIOD","VALUE"],["2024Q3","NA"]]}
+{"code":"PMQ96C09.1","dimensions":{"C02027V02455":"1","STATISTIC":"PMQ96C09"},"observations":[["PERIOD","VALUE"],["2024Q3",0.0]]}
+{"code":"PMQ96C09.221","dimensions":{"C02027V02455":"221","STATISTIC":"PMQ96C09"},"observations":[["PERIOD","VALUE"],["2024Q3",0.0]]}
+{"code":"PMQ96C10.1","dimensions":{"C02027V02455":"1","STATISTIC":"PMQ96C10"},"observations":[["PERIOD","VALUE"],["2024Q3","NA"]]}
+{"code":"PMQ96C10.221","dimensions":{"C02027V02455":"221","STATISTIC":"PMQ96C10"},"observations":[["PERIOD","VALUE"],["2024Q3","NA"]]}
+{"code":"PMQ96C11.1","dimensions":{"C02027V02455":"1","STATISTIC":"PMQ96C11"},"observations":[["PERIOD","VALUE"],["2024Q3",13.0]]}
+{"code":"PMQ96C11.221","dimensions":{"C02027V02455":"221","STATISTIC":"PMQ96C11"},"observations":[["PERIOD","VALUE"],["2024Q3",0.0]]}
+{"code":"PMQ96C12.1","dimensions":{"C02027V02455":"1","STATISTIC":"PMQ96C12"},"observations":[["PERIOD","VALUE"],["2024Q3",0.0]]}
+{"code":"PMQ96C12.221","dimensions":{"C02027V02455":"221","STATISTIC":"PMQ96C12"},"observations":[["PERIOD","VALUE"],["2024Q3",6.0]]}
+{"code":"PMQ96C13.1","dimensions":{"C02027V02455":"1","STATISTIC":"PMQ96C13"},"observations":[["PERIOD","VALUE"],["2024Q3",4.0]]}
+{"code":"PMQ96C13.221","dimensions":{"C02027V02455":"221","STATISTIC":"PMQ96C13"},"observations":[["PERIOD","VALUE"],["2024Q3",5.0]]}
diff --git a/PMQ97/dataset.json b/PMQ97/dataset.json
new file mode 100644
index 0000000000000000000000000000000000000000..8d4913c63d676400dacb80778de115c8ccea1008
--- /dev/null
+++ b/PMQ97/dataset.json
@@ -0,0 +1,84 @@
+{
+  "code": "PMQ97",
+  "dimensions_codes_order": [
+    "STATISTIC",
+    "C02199V02655",
+    "C02076V02508",
+    "C03715V04462"
+  ],
+  "dimensions_labels": {
+    "C02076V02508": "Age Group",
+    "C02199V02655": "Sex",
+    "C03715V04462": "Reasons for not having an Occupational Pension",
+    "STATISTIC": "Statistic"
+  },
+  "dimensions_values_labels": {
+    "C02076V02508": [
+      [
+        "365",
+        "20 - 24 years"
+      ],
+      [
+        "415",
+        "25 - 34 years"
+      ],
+      [
+        "465",
+        "35 - 44 years"
+      ],
+      [
+        "500",
+        "45 - 54 years"
+      ],
+      [
+        "540",
+        "55 - 69 years"
+      ]
+    ],
+    "C02199V02655": [
+      [
+        "1",
+        "Male"
+      ],
+      [
+        "2",
+        "Female"
+      ]
+    ],
+    "C03715V04462": [
+      [
+        "100",
+        "Employer does not offer a company pension scheme"
+      ],
+      [
+        "110",
+        "Have chosen not to join employer's pension scheme"
+      ],
+      [
+        "120",
+        "Not eligible to join employer's pension scheme"
+      ],
+      [
+        "130",
+        "No pension with current employer but pension from previous employer(s)"
+      ],
+      [
+        "999",
+        "Not Stated"
+      ]
+    ],
+    "STATISTIC": [
+      [
+        "PMQ97C01",
+        "Employees aged 20 to 69 years who do not have occupational pension cover"
+      ]
+    ]
+  },
+  "name": "Employees aged 20 to 69 years who do not have an occupational pension",
+  "notes": [
+    "Pension from previous employment was an option for the first time in 2024.",
+    "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/housingandhouseholds/pensioncoverage/\">statistical release page</a> on our website."
+  ],
+  "source_href": "https://data.cso.ie/table/PMQ97",
+  "updated_at": "2024-12-19T11:00:00Z"
+}
\ No newline at end of file
diff --git a/PMQ97/series.jsonl b/PMQ97/series.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..c387177b91143cbf019d5beb43396547796efb64
--- /dev/null
+++ b/PMQ97/series.jsonl
@@ -0,0 +1,50 @@
+{"code":"PMQ97C01.1.365.100","dimensions":{"C02076V02508":"365","C02199V02655":"1","C03715V04462":"100","STATISTIC":"PMQ97C01"},"observations":[["PERIOD","VALUE"],["2024Q3",48.0]]}
+{"code":"PMQ97C01.1.365.110","dimensions":{"C02076V02508":"365","C02199V02655":"1","C03715V04462":"110","STATISTIC":"PMQ97C01"},"observations":[["PERIOD","VALUE"],["2024Q3",9.0]]}
+{"code":"PMQ97C01.1.365.120","dimensions":{"C02076V02508":"365","C02199V02655":"1","C03715V04462":"120","STATISTIC":"PMQ97C01"},"observations":[["PERIOD","VALUE"],["2024Q3",40.0]]}
+{"code":"PMQ97C01.1.365.130","dimensions":{"C02076V02508":"365","C02199V02655":"1","C03715V04462":"130","STATISTIC":"PMQ97C01"},"observations":[["PERIOD","VALUE"],["2024Q3",0.0]]}
+{"code":"PMQ97C01.1.365.999","dimensions":{"C02076V02508":"365","C02199V02655":"1","C03715V04462":"999","STATISTIC":"PMQ97C01"},"observations":[["PERIOD","VALUE"],["2024Q3",3.0]]}
+{"code":"PMQ97C01.1.415.100","dimensions":{"C02076V02508":"415","C02199V02655":"1","C03715V04462":"100","STATISTIC":"PMQ97C01"},"observations":[["PERIOD","VALUE"],["2024Q3",44.0]]}
+{"code":"PMQ97C01.1.415.110","dimensions":{"C02076V02508":"415","C02199V02655":"1","C03715V04462":"110","STATISTIC":"PMQ97C01"},"observations":[["PERIOD","VALUE"],["2024Q3",33.0]]}
+{"code":"PMQ97C01.1.415.120","dimensions":{"C02076V02508":"415","C02199V02655":"1","C03715V04462":"120","STATISTIC":"PMQ97C01"},"observations":[["PERIOD","VALUE"],["2024Q3",14.0]]}
+{"code":"PMQ97C01.1.415.130","dimensions":{"C02076V02508":"415","C02199V02655":"1","C03715V04462":"130","STATISTIC":"PMQ97C01"},"observations":[["PERIOD","VALUE"],["2024Q3",2.0]]}
+{"code":"PMQ97C01.1.415.999","dimensions":{"C02076V02508":"415","C02199V02655":"1","C03715V04462":"999","STATISTIC":"PMQ97C01"},"observations":[["PERIOD","VALUE"],["2024Q3",7.0]]}
+{"code":"PMQ97C01.1.465.100","dimensions":{"C02076V02508":"465","C02199V02655":"1","C03715V04462":"100","STATISTIC":"PMQ97C01"},"observations":[["PERIOD","VALUE"],["2024Q3",50.0]]}
+{"code":"PMQ97C01.1.465.110","dimensions":{"C02076V02508":"465","C02199V02655":"1","C03715V04462":"110","STATISTIC":"PMQ97C01"},"observations":[["PERIOD","VALUE"],["2024Q3",31.0]]}
+{"code":"PMQ97C01.1.465.120","dimensions":{"C02076V02508":"465","C02199V02655":"1","C03715V04462":"120","STATISTIC":"PMQ97C01"},"observations":[["PERIOD","VALUE"],["2024Q3",8.0]]}
+{"code":"PMQ97C01.1.465.130","dimensions":{"C02076V02508":"465","C02199V02655":"1","C03715V04462":"130","STATISTIC":"PMQ97C01"},"observations":[["PERIOD","VALUE"],["2024Q3",2.0]]}
+{"code":"PMQ97C01.1.465.999","dimensions":{"C02076V02508":"465","C02199V02655":"1","C03715V04462":"999","STATISTIC":"PMQ97C01"},"observations":[["PERIOD","VALUE"],["2024Q3",9.0]]}
+{"code":"PMQ97C01.1.500.100","dimensions":{"C02076V02508":"500","C02199V02655":"1","C03715V04462":"100","STATISTIC":"PMQ97C01"},"observations":[["PERIOD","VALUE"],["2024Q3",56.0]]}
+{"code":"PMQ97C01.1.500.110","dimensions":{"C02076V02508":"500","C02199V02655":"1","C03715V04462":"110","STATISTIC":"PMQ97C01"},"observations":[["PERIOD","VALUE"],["2024Q3",26.0]]}
+{"code":"PMQ97C01.1.500.120","dimensions":{"C02076V02508":"500","C02199V02655":"1","C03715V04462":"120","STATISTIC":"PMQ97C01"},"observations":[["PERIOD","VALUE"],["2024Q3",8.0]]}
+{"code":"PMQ97C01.1.500.130","dimensions":{"C02076V02508":"500","C02199V02655":"1","C03715V04462":"130","STATISTIC":"PMQ97C01"},"observations":[["PERIOD","VALUE"],["2024Q3",5.0]]}
+{"code":"PMQ97C01.1.500.999","dimensions":{"C02076V02508":"500","C02199V02655":"1","C03715V04462":"999","STATISTIC":"PMQ97C01"},"observations":[["PERIOD","VALUE"],["2024Q3",5.0]]}
+{"code":"PMQ97C01.1.540.100","dimensions":{"C02076V02508":"540","C02199V02655":"1","C03715V04462":"100","STATISTIC":"PMQ97C01"},"observations":[["PERIOD","VALUE"],["2024Q3",57.0]]}
+{"code":"PMQ97C01.1.540.110","dimensions":{"C02076V02508":"540","C02199V02655":"1","C03715V04462":"110","STATISTIC":"PMQ97C01"},"observations":[["PERIOD","VALUE"],["2024Q3",24.0]]}
+{"code":"PMQ97C01.1.540.120","dimensions":{"C02076V02508":"540","C02199V02655":"1","C03715V04462":"120","STATISTIC":"PMQ97C01"},"observations":[["PERIOD","VALUE"],["2024Q3",6.0]]}
+{"code":"PMQ97C01.1.540.130","dimensions":{"C02076V02508":"540","C02199V02655":"1","C03715V04462":"130","STATISTIC":"PMQ97C01"},"observations":[["PERIOD","VALUE"],["2024Q3",9.0]]}
+{"code":"PMQ97C01.1.540.999","dimensions":{"C02076V02508":"540","C02199V02655":"1","C03715V04462":"999","STATISTIC":"PMQ97C01"},"observations":[["PERIOD","VALUE"],["2024Q3",4.0]]}
+{"code":"PMQ97C01.2.365.100","dimensions":{"C02076V02508":"365","C02199V02655":"2","C03715V04462":"100","STATISTIC":"PMQ97C01"},"observations":[["PERIOD","VALUE"],["2024Q3",48.0]]}
+{"code":"PMQ97C01.2.365.110","dimensions":{"C02076V02508":"365","C02199V02655":"2","C03715V04462":"110","STATISTIC":"PMQ97C01"},"observations":[["PERIOD","VALUE"],["2024Q3",17.0]]}
+{"code":"PMQ97C01.2.365.120","dimensions":{"C02076V02508":"365","C02199V02655":"2","C03715V04462":"120","STATISTIC":"PMQ97C01"},"observations":[["PERIOD","VALUE"],["2024Q3",31.0]]}
+{"code":"PMQ97C01.2.365.130","dimensions":{"C02076V02508":"365","C02199V02655":"2","C03715V04462":"130","STATISTIC":"PMQ97C01"},"observations":[["PERIOD","VALUE"],["2024Q3",0.0]]}
+{"code":"PMQ97C01.2.365.999","dimensions":{"C02076V02508":"365","C02199V02655":"2","C03715V04462":"999","STATISTIC":"PMQ97C01"},"observations":[["PERIOD","VALUE"],["2024Q3",5.0]]}
+{"code":"PMQ97C01.2.415.100","dimensions":{"C02076V02508":"415","C02199V02655":"2","C03715V04462":"100","STATISTIC":"PMQ97C01"},"observations":[["PERIOD","VALUE"],["2024Q3",52.0]]}
+{"code":"PMQ97C01.2.415.110","dimensions":{"C02076V02508":"415","C02199V02655":"2","C03715V04462":"110","STATISTIC":"PMQ97C01"},"observations":[["PERIOD","VALUE"],["2024Q3",22.0]]}
+{"code":"PMQ97C01.2.415.120","dimensions":{"C02076V02508":"415","C02199V02655":"2","C03715V04462":"120","STATISTIC":"PMQ97C01"},"observations":[["PERIOD","VALUE"],["2024Q3",13.0]]}
+{"code":"PMQ97C01.2.415.130","dimensions":{"C02076V02508":"415","C02199V02655":"2","C03715V04462":"130","STATISTIC":"PMQ97C01"},"observations":[["PERIOD","VALUE"],["2024Q3",2.0]]}
+{"code":"PMQ97C01.2.415.999","dimensions":{"C02076V02508":"415","C02199V02655":"2","C03715V04462":"999","STATISTIC":"PMQ97C01"},"observations":[["PERIOD","VALUE"],["2024Q3",11.0]]}
+{"code":"PMQ97C01.2.465.100","dimensions":{"C02076V02508":"465","C02199V02655":"2","C03715V04462":"100","STATISTIC":"PMQ97C01"},"observations":[["PERIOD","VALUE"],["2024Q3",58.0]]}
+{"code":"PMQ97C01.2.465.110","dimensions":{"C02076V02508":"465","C02199V02655":"2","C03715V04462":"110","STATISTIC":"PMQ97C01"},"observations":[["PERIOD","VALUE"],["2024Q3",22.0]]}
+{"code":"PMQ97C01.2.465.120","dimensions":{"C02076V02508":"465","C02199V02655":"2","C03715V04462":"120","STATISTIC":"PMQ97C01"},"observations":[["PERIOD","VALUE"],["2024Q3",10.0]]}
+{"code":"PMQ97C01.2.465.130","dimensions":{"C02076V02508":"465","C02199V02655":"2","C03715V04462":"130","STATISTIC":"PMQ97C01"},"observations":[["PERIOD","VALUE"],["2024Q3",2.0]]}
+{"code":"PMQ97C01.2.465.999","dimensions":{"C02076V02508":"465","C02199V02655":"2","C03715V04462":"999","STATISTIC":"PMQ97C01"},"observations":[["PERIOD","VALUE"],["2024Q3",8.0]]}
+{"code":"PMQ97C01.2.500.100","dimensions":{"C02076V02508":"500","C02199V02655":"2","C03715V04462":"100","STATISTIC":"PMQ97C01"},"observations":[["PERIOD","VALUE"],["2024Q3",62.0]]}
+{"code":"PMQ97C01.2.500.110","dimensions":{"C02076V02508":"500","C02199V02655":"2","C03715V04462":"110","STATISTIC":"PMQ97C01"},"observations":[["PERIOD","VALUE"],["2024Q3",18.0]]}
+{"code":"PMQ97C01.2.500.120","dimensions":{"C02076V02508":"500","C02199V02655":"2","C03715V04462":"120","STATISTIC":"PMQ97C01"},"observations":[["PERIOD","VALUE"],["2024Q3",11.0]]}
+{"code":"PMQ97C01.2.500.130","dimensions":{"C02076V02508":"500","C02199V02655":"2","C03715V04462":"130","STATISTIC":"PMQ97C01"},"observations":[["PERIOD","VALUE"],["2024Q3",4.0]]}
+{"code":"PMQ97C01.2.500.999","dimensions":{"C02076V02508":"500","C02199V02655":"2","C03715V04462":"999","STATISTIC":"PMQ97C01"},"observations":[["PERIOD","VALUE"],["2024Q3",5.0]]}
+{"code":"PMQ97C01.2.540.100","dimensions":{"C02076V02508":"540","C02199V02655":"2","C03715V04462":"100","STATISTIC":"PMQ97C01"},"observations":[["PERIOD","VALUE"],["2024Q3",59.0]]}
+{"code":"PMQ97C01.2.540.110","dimensions":{"C02076V02508":"540","C02199V02655":"2","C03715V04462":"110","STATISTIC":"PMQ97C01"},"observations":[["PERIOD","VALUE"],["2024Q3",21.0]]}
+{"code":"PMQ97C01.2.540.120","dimensions":{"C02076V02508":"540","C02199V02655":"2","C03715V04462":"120","STATISTIC":"PMQ97C01"},"observations":[["PERIOD","VALUE"],["2024Q3",6.0]]}
+{"code":"PMQ97C01.2.540.130","dimensions":{"C02076V02508":"540","C02199V02655":"2","C03715V04462":"130","STATISTIC":"PMQ97C01"},"observations":[["PERIOD","VALUE"],["2024Q3",7.0]]}
+{"code":"PMQ97C01.2.540.999","dimensions":{"C02076V02508":"540","C02199V02655":"2","C03715V04462":"999","STATISTIC":"PMQ97C01"},"observations":[["PERIOD","VALUE"],["2024Q3",6.0]]}
diff --git a/PMQ98/dataset.json b/PMQ98/dataset.json
new file mode 100644
index 0000000000000000000000000000000000000000..382e4889df97cd29b13830b5e8cdf6e750cd58fb
--- /dev/null
+++ b/PMQ98/dataset.json
@@ -0,0 +1,44 @@
+{
+  "code": "PMQ98",
+  "dimensions_codes_order": [
+    "STATISTIC",
+    "C02539V03074"
+  ],
+  "dimensions_labels": {
+    "C02539V03074": "Nationality",
+    "STATISTIC": "Statistic"
+  },
+  "dimensions_values_labels": {
+    "C02539V03074": [
+      [
+        "IE",
+        "Irish"
+      ],
+      [
+        "IE05",
+        "Non-Irish"
+      ]
+    ],
+    "STATISTIC": [
+      [
+        "PMQ98C01",
+        "Yes willing to stay in the scheme if auto enrolled"
+      ],
+      [
+        "PMQ98C02",
+        "Not willing to stay in the scheme if auto enrolled"
+      ],
+      [
+        "PMQ98C03",
+        "Not stated / don’t know"
+      ]
+    ]
+  },
+  "name": "Employees who do not have an occupational pension scheme (but to whom the scheme applies) who have heard of the auto enrolment scheme by their willingness to remain if opted into the scheme",
+  "notes": [
+    "Occupational pension scheme from their current employment. <br />Please see <a rel=\"nofollow\" href=\"https://www.cso.ie/en/releasesandpublications/ep/p-pens/pensioncoverage2024/backgroundnotes/\">Background Notes</a> for further details. <br />Not stated includes people who don&#39;t know.<br />.. Sample occurrence too small for estimation.",
+    "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/housingandhouseholds/pensioncoverage/\">statistical release page</a> on our website."
+  ],
+  "source_href": "https://data.cso.ie/table/PMQ98",
+  "updated_at": "2024-12-19T11:00:00Z"
+}
\ No newline at end of file
diff --git a/PMQ98/series.jsonl b/PMQ98/series.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..50f59356c7d3191afa6fcc17f2604feec4e60ebe
--- /dev/null
+++ b/PMQ98/series.jsonl
@@ -0,0 +1,6 @@
+{"code":"PMQ98C01.IE","dimensions":{"C02539V03074":"IE","STATISTIC":"PMQ98C01"},"observations":[["PERIOD","VALUE"],["2024Q3",73.0]]}
+{"code":"PMQ98C01.IE05","dimensions":{"C02539V03074":"IE05","STATISTIC":"PMQ98C01"},"observations":[["PERIOD","VALUE"],["2024Q3",68.0]]}
+{"code":"PMQ98C02.IE","dimensions":{"C02539V03074":"IE","STATISTIC":"PMQ98C02"},"observations":[["PERIOD","VALUE"],["2024Q3",12.0]]}
+{"code":"PMQ98C02.IE05","dimensions":{"C02539V03074":"IE05","STATISTIC":"PMQ98C02"},"observations":[["PERIOD","VALUE"],["2024Q3",12.0]]}
+{"code":"PMQ98C03.IE","dimensions":{"C02539V03074":"IE","STATISTIC":"PMQ98C03"},"observations":[["PERIOD","VALUE"],["2024Q3",15.0]]}
+{"code":"PMQ98C03.IE05","dimensions":{"C02539V03074":"IE05","STATISTIC":"PMQ98C03"},"observations":[["PERIOD","VALUE"],["2024Q3",20.0]]}
diff --git a/PMQ99/dataset.json b/PMQ99/dataset.json
new file mode 100644
index 0000000000000000000000000000000000000000..3ea23f3400eea0b03676ffcee8c9c5270f5ec967
--- /dev/null
+++ b/PMQ99/dataset.json
@@ -0,0 +1,40 @@
+{
+  "code": "PMQ99",
+  "dimensions_codes_order": [
+    "STATISTIC",
+    "C03329V04016"
+  ],
+  "dimensions_labels": {
+    "C03329V04016": "Personal Pension Coverage",
+    "STATISTIC": "Statistic"
+  },
+  "dimensions_values_labels": {
+    "C03329V04016": [
+      [
+        "010",
+        "Currently paying into personal pension"
+      ],
+      [
+        "011",
+        "Have deferred personal pension payments for a period of time"
+      ],
+      [
+        "012",
+        "Already drawing down personal pension"
+      ]
+    ],
+    "STATISTIC": [
+      [
+        "PMQ99C01",
+        "Persons aged 20-69 in employment with personal pension cover"
+      ]
+    ]
+  },
+  "name": "Persons in Employment (ILO) with Personal Pension Coverage",
+  "notes": [
+    "Refer to Background Notes for the definition of the ILO Labour Force classification of persons in employment.<br />.. Sample occurrence too small for estimation.",
+    "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/housingandhouseholds/pensioncoverage/\">statistical release page</a> on our website."
+  ],
+  "source_href": "https://data.cso.ie/table/PMQ99",
+  "updated_at": "2024-12-20T11:00:00Z"
+}
\ No newline at end of file
diff --git a/PMQ99/series.jsonl b/PMQ99/series.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..bea5d655887c589c91355f11d504ac175a4fb71b
--- /dev/null
+++ b/PMQ99/series.jsonl
@@ -0,0 +1,3 @@
+{"code":"PMQ99C01.010","dimensions":{"C03329V04016":"010","STATISTIC":"PMQ99C01"},"observations":[["PERIOD","VALUE"],["2023Q3",74.0],["2024Q3",78.0]]}
+{"code":"PMQ99C01.011","dimensions":{"C03329V04016":"011","STATISTIC":"PMQ99C01"},"observations":[["PERIOD","VALUE"],["2023Q3",23.0],["2024Q3",19.0]]}
+{"code":"PMQ99C01.012","dimensions":{"C03329V04016":"012","STATISTIC":"PMQ99C01"},"observations":[["PERIOD","VALUE"],["2023Q3",3.0],["2024Q3",3.0]]}
diff --git a/TAM08/dataset.json b/TAM08/dataset.json
index ceed49b7fc23787ea1cc446eaea705c5456943b1..dc6e947dd8c3495ee3d4bf5439f28bb672754af0 100644
--- a/TAM08/dataset.json
+++ b/TAM08/dataset.json
@@ -48,5 +48,5 @@
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/transport/aviationstatistics/\">statistical release page</a> or the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/releasesandpublications/db/db-transp/transportdashboard/\">Transport Dashboard</a> on our website."
   ],
   "source_href": "https://data.cso.ie/table/TAM08",
-  "updated_at": "2024-10-10T11:00:00Z"
+  "updated_at": "2024-12-20T11:00:00Z"
 }
\ No newline at end of file
diff --git a/TAM08/series.jsonl b/TAM08/series.jsonl
index ca2c7caf444e12489fa7e9fb645effdf5282cd8c..b6d8b4c4aa508f279a8b862bb5eb18566e3a3071 100644
--- a/TAM08/series.jsonl
+++ b/TAM08/series.jsonl
@@ -1,6 +1,6 @@
-{"code":"TAM08C01.EI0M","dimensions":{"C02935V03550":"EI0M","STATISTIC":"TAM08C01"},"observations":[["PERIOD","VALUE"],["2019-01",2353991.0],["2019-02",2293991.0],["2019-03",2787691.0],["2019-04",3232744.0],["2019-05",3473559.0],["2019-06",3773220.0],["2019-07",4040594.0],["2019-08",4018066.0],["2019-09",3538610.0],["2019-10",3323186.0],["2019-11",2596441.0],["2019-12",2621325.0],["2020-01",2388377.0],["2020-02",2344526.0],["2020-03",1183574.0],["2020-04",25286.0],["2020-05",45013.0],["2020-06",94100.0],["2020-07",431281.0],["2020-08",591776.0],["2020-09",430627.0],["2020-10",286546.0],["2020-11",177451.0],["2020-12",295122.0],["2021-01",206880.0],["2021-02",98127.0],["2021-03",113960.0],["2021-04",124651.0],["2021-05",159115.0],["2021-06",312581.0],["2021-07",709731.0],["2021-08",1400510.0],["2021-09",1466267.0],["2021-10",1685429.0],["2021-11",1516129.0],["2021-12",1339492.0],["2022-01",1097626.0],["2022-02",1516747.0],["2022-03",2085949.0],["2022-04",2789743.0],["2022-05",3018107.0],["2022-06",3327120.0],["2022-07",3595246.0],["2022-08",3608290.0],["2022-09",3240703.0],["2022-10",3138648.0],["2022-11",2551103.0],["2022-12",2549058.0],["2023-01",2417073.0],["2023-02",2361406.0],["2023-03",2844005.0],["2023-04",3351408.0],["2023-05",3580994.0],["2023-06",3812299.0],["2023-07",4070439.0],["2023-08",4092757.0],["2023-09",3636419.0],["2023-10",3517023.0],["2023-11",2691957.0],["2023-12",2810621.0],["2024-01",2529090.0],["2024-02",2536101.0],["2024-03",3161495.0],["2024-04",3380921.0],["2024-05",3861959.0],["2024-06",3984966.0],["2024-07",4191220.0],["2024-08","NA"],["2024-09","NA"]]}
-{"code":"TAM08C01.EICK","dimensions":{"C02935V03550":"EICK","STATISTIC":"TAM08C01"},"observations":[["PERIOD","VALUE"],["2019-01",148939.0],["2019-02",150482.0],["2019-03",174876.0],["2019-04",210510.0],["2019-05",239077.0],["2019-06",278961.0],["2019-07",296876.0],["2019-08",296799.0],["2019-09",238523.0],["2019-10",215482.0],["2019-11",171693.0],["2019-12",163248.0],["2020-01",158078.0],["2020-02",159121.0],["2020-03",80188.0],["2020-04",1140.0],["2020-05",2116.0],["2020-06",4623.0],["2020-07",27631.0],["2020-08",39951.0],["2020-09",22705.0],["2020-10",16714.0],["2020-11",6108.0],["2020-12",8639.0],["2021-01",4849.0],["2021-02",1478.0],["2021-03",2599.0],["2021-04",3796.0],["2021-05",6956.0],["2021-06",14179.0],["2021-07",32001.0],["2021-08",73640.0],["2021-09",28168.0],["2021-10",0.0],["2021-11",14933.0],["2021-12",72415.0],["2022-01",65166.0],["2022-02",96947.0],["2022-03",126210.0],["2022-04",192275.0],["2022-05",204036.0],["2022-06",248904.0],["2022-07",265597.0],["2022-08",269799.0],["2022-09",232410.0],["2022-10",205807.0],["2022-11",166913.0],["2022-12",164391.0],["2023-01",160857.0],["2023-02",157329.0],["2023-03",180835.0],["2023-04",249691.0],["2023-05",262358.0],["2023-06",279671.0],["2023-07",300228.0],["2023-08",307117.0],["2023-09",259597.0],["2023-10",253108.0],["2023-11",190414.0],["2023-12",196819.0],["2024-01",182798.0],["2024-02",193184.0],["2024-03",226007.0],["2024-04",243397.0],["2024-05",281858.0],["2024-06",307213.0],["2024-07",327058.0],["2024-08",341067.0],["2024-09",295093.0]]}
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+{"code":"TAM08C01.EINN","dimensions":{"C02935V03550":"EINN","STATISTIC":"TAM08C01"},"observations":[["PERIOD","VALUE"],["2019-01",87016.0],["2019-02",82497.0],["2019-03",100374.0],["2019-04",128840.0],["2019-05",160902.0],["2019-06",178680.0],["2019-07",183398.0],["2019-08",187029.0],["2019-09",166270.0],["2019-10",138218.0],["2019-11",104148.0],["2019-12",99050.0],["2020-01",85974.0],["2020-02",86800.0],["2020-03",43454.0],["2020-04",85.0],["2020-05",17.0],["2020-06",18.0],["2020-07",14607.0],["2020-08",19871.0],["2020-09",11027.0],["2020-10",8011.0],["2020-11",1823.0],["2020-12",2247.0],["2021-01",1214.0],["2021-02",441.0],["2021-03",667.0],["2021-04",186.0],["2021-05",369.0],["2021-06",9734.0],["2021-07",23859.0],["2021-08",47540.0],["2021-09",53895.0],["2021-10",71853.0],["2021-11",63560.0],["2021-12",48844.0],["2022-01",42015.0],["2022-02",57910.0],["2022-03",81286.0],["2022-04",123923.0],["2022-05",135026.0],["2022-06",148990.0],["2022-07",164397.0],["2022-08",159082.0],["2022-09",141557.0],["2022-10",133549.0],["2022-11",115403.0],["2022-12",118820.0],["2023-01",105259.0],["2023-02",96916.0],["2023-03",126318.0],["2023-04",171325.0],["2023-05",178919.0],["2023-06",196179.0],["2023-07",207369.0],["2023-08",215226.0],["2023-09",178793.0],["2023-10",168861.0],["2023-11",124499.0],["2023-12",127935.0],["2024-01",113691.0],["2024-02",111438.0],["2024-03",144597.0],["2024-04",169559.0],["2024-05",197406.0],["2024-06",209100.0],["2024-07",220956.0],["2024-08",231125.0],["2024-09",190359.0],["2024-10",185302.0],["2024-11",134618.0]]}
diff --git a/category_tree.json b/category_tree.json
index c814908324e0049d30b3752e2d9c3301093284c0..0f004f575f0ee35ab3c1ef354977b7329036c866 100644
--- a/category_tree.json
+++ b/category_tree.json
@@ -50919,6 +50919,10 @@
               {
                 "code": "ETA07",
                 "name": "Pollution and Resource Taxes"
+              },
+              {
+                "code": "ETA08",
+                "name": "Environment Taxes, Energy Taxes, Transport Taxes and Pollution and Resource Taxes"
               }
             ],
             "code": "ETA",
@@ -69212,19 +69216,19 @@
               },
               {
                 "code": "PMQ33",
-                "name": "Employees aged 20 to 69 years who do not have an occupational pension from current employment."
+                "name": "Employees aged 20 to 69 years who do not have an Occupational Pension from Current Employment."
               },
               {
                 "code": "PMQ34",
-                "name": "Employees aged 20 to 69 years who do not have an occupational pension from current employment."
+                "name": "Employees aged 20 to 69 years who do not have an Occupational Pension from Current Employment."
               },
               {
                 "code": "PMQ35",
-                "name": "Employees aged 20 to 69 years who do not have an occupational pension from current employment."
+                "name": "Employees aged 20 to 69 years who do not have an Occupational Pension from Current Employment."
               },
               {
                 "code": "PMQ36",
-                "name": "Employees aged 20 to 69 years who do not have an occupational pension from current employment"
+                "name": "Employees aged 20 to 69 years who do not have an Occupational Pension from Current Employment"
               },
               {
                 "code": "PMQ37",
@@ -69493,6 +69497,58 @@
               {
                 "code": "PMQ31",
                 "name": "Employees aged 20 to 69 years who do not have an occupational pension"
+              },
+              {
+                "code": "PMQ99",
+                "name": "Persons in Employment (ILO) with Personal Pension Coverage"
+              },
+              {
+                "code": "PMQ100",
+                "name": "Persons in Employment (ILO) with Personal Pension Coverage"
+              },
+              {
+                "code": "PMQ101",
+                "name": "Self employed persons with occupational pension coverage"
+              },
+              {
+                "code": "PMQ89",
+                "name": "Self employed persons with occupational pension coverage"
+              },
+              {
+                "code": "PMQ90",
+                "name": "Persons with occupational pension coverage"
+              },
+              {
+                "code": "PMQ91",
+                "name": "Persons with occupational pension coverage"
+              },
+              {
+                "code": "PMQ92",
+                "name": "Persons with an occupational pension from their current job"
+              },
+              {
+                "code": "PMQ93",
+                "name": "Persons with an occupational pension from their current job"
+              },
+              {
+                "code": "PMQ94",
+                "name": "Pension Coverage of Persons in Employment"
+              },
+              {
+                "code": "PMQ95",
+                "name": "Employees aged 20 to 69 years who do not have an occupational pension from current employment"
+              },
+              {
+                "code": "PMQ96",
+                "name": "Persons in employment (ILO) aged 20 to 69 years with no pension classified by main reason for not having a pension"
+              },
+              {
+                "code": "PMQ97",
+                "name": "Employees aged 20 to 69 years who do not have an occupational pension"
+              },
+              {
+                "code": "PMQ98",
+                "name": "Employees who do not have an occupational pension scheme (but to whom the scheme applies) who have heard of the auto enrolment scheme by their willingness to remain if opted into the scheme"
               }
             ],
             "code": "PENS",