diff --git a/AHA04/dataset.json b/AHA04/dataset.json
index 6988bda1986c4556f9fa5ae65ae6f3c101b37d95..1bd8bd123cd7f5b6a699063801c415a653858fe1 100644
--- a/AHA04/dataset.json
+++ b/AHA04/dataset.json
@@ -188,5 +188,5 @@
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/agriculture/agriculturalpriceindices/\">statistical release page</a> on our website."
   ],
   "source_href": "https://data.cso.ie/table/AHA04",
-  "updated_at": "2023-06-13T11:00:00.000Z"
+  "updated_at": "2023-06-13T11:00:00Z"
 }
\ No newline at end of file
diff --git a/AHM04/dataset.json b/AHM04/dataset.json
index c7357dbd85f459177b8f01170d9157d142f8a7d0..b4b7fecad2fc5fbe3d26555c989c4792883306b1 100644
--- a/AHM04/dataset.json
+++ b/AHM04/dataset.json
@@ -188,5 +188,5 @@
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/agriculture/agriculturalpriceindices/\">statistical release page</a> on our website."
   ],
   "source_href": "https://data.cso.ie/table/AHM04",
-  "updated_at": "2023-06-13T11:00:00.000Z"
+  "updated_at": "2023-06-13T11:00:00Z"
 }
\ No newline at end of file
diff --git a/AJA07/dataset.json b/AJA07/dataset.json
index ea3ff94f97e3dca8e0f4e2d1d8cacb6373f2c354..ce014d8b5bff02af58982c63c8a45c53f89bc866 100644
--- a/AJA07/dataset.json
+++ b/AJA07/dataset.json
@@ -32,5 +32,5 @@
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/agriculture/agriculturalpriceindices/\">statistical release page</a> on our website."
   ],
   "source_href": "https://data.cso.ie/table/AJA07",
-  "updated_at": "2023-05-15T11:00:00.000Z"
+  "updated_at": "2023-05-15T11:00:00Z"
 }
\ No newline at end of file
diff --git a/AJM01/dataset.json b/AJM01/dataset.json
index bf06414d3e664fdaa446d7576dc8e85cc29d8957..8c30fcf42938a7afa47aac254a6a45bf6ba357f5 100644
--- a/AJM01/dataset.json
+++ b/AJM01/dataset.json
@@ -84,5 +84,5 @@
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/agriculture/agriculturalpriceindices/\">statistical release page</a> on our website."
   ],
   "source_href": "https://data.cso.ie/table/AJM01",
-  "updated_at": "2023-06-13T11:00:00.000Z"
+  "updated_at": "2023-06-13T11:00:00Z"
 }
\ No newline at end of file
diff --git a/AJM05/dataset.json b/AJM05/dataset.json
index 596437f982e917361599bb056596617990a0cae0..503e6bcc0945b5bff50c7127f0d241e7dff0b632 100644
--- a/AJM05/dataset.json
+++ b/AJM05/dataset.json
@@ -120,5 +120,5 @@
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/agriculture/agriculturalpriceindices/\">statistical release page</a> on our website."
   ],
   "source_href": "https://data.cso.ie/table/AJM05",
-  "updated_at": "2023-06-13T11:00:00.000Z"
+  "updated_at": "2023-06-13T11:00:00Z"
 }
\ No newline at end of file
diff --git a/AJM07/dataset.json b/AJM07/dataset.json
index bc1d3cdc3ee5151f2129df0f5acc747c95006470..e5a3edca6653d5813bff5add0e91a2845d7a04da 100644
--- a/AJM07/dataset.json
+++ b/AJM07/dataset.json
@@ -32,5 +32,5 @@
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/agriculture/agriculturalpriceindices/\">statistical release page</a> on our website."
   ],
   "source_href": "https://data.cso.ie/table/AJM07",
-  "updated_at": "2023-06-13T11:00:00.000Z"
+  "updated_at": "2023-06-13T11:00:00Z"
 }
\ No newline at end of file
diff --git a/AJM08/dataset.json b/AJM08/dataset.json
index 1415fea5271c4a03c1f48bec6bb82c329de6c30b..5f702209e9fc00a1faf2d5d9affb8b057ea062f2 100644
--- a/AJM08/dataset.json
+++ b/AJM08/dataset.json
@@ -132,5 +132,5 @@
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/agriculture/agriculturalpriceindices/\">statistical release page</a> on our website."
   ],
   "source_href": "https://data.cso.ie/table/AJM08",
-  "updated_at": "2023-06-13T11:00:00.000Z"
+  "updated_at": "2023-06-13T11:00:00Z"
 }
\ No newline at end of file
diff --git a/HRA01/dataset.json b/HRA01/dataset.json
index 340e616d9a587517056c230648988a96ef3ef6d7..cb66afbef53ab854afb112f61e74397c9791625c 100644
--- a/HRA01/dataset.json
+++ b/HRA01/dataset.json
@@ -56,5 +56,5 @@
     "Health Research Board statistics hosted by the CSO. Any comments or queries can be sent to <a rel=\"nofollow\" href=\"mailto:adaly@hrb.ie\">adaly@hrb.ie</a>"
   ],
   "source_href": "https://data.cso.ie/table/HRA01",
-  "updated_at": "2022-10-11T11:00:00.000Z"
+  "updated_at": "2023-07-06T11:00:00.000Z"
 }
\ No newline at end of file
diff --git a/HRA01/series.jsonl b/HRA01/series.jsonl
index 6cbe456224c0858b5e280bc3480aa337cf9dd253..5d8aec06b5cb94f91873480a958582b83e4599fa 100644
--- a/HRA01/series.jsonl
+++ b/HRA01/series.jsonl
@@ -1,8 +1,8 @@
-{"code":"HRA01C1.-","dimensions":{"C02196V02652":"-","STATISTIC":"HRA01C1"},"observations":[["PERIOD","VALUE"],["1965",6666.0],["1966",6676.0],["1967",6927.0],["1968",7284.0],["1969",7652.0],["1970",7696.0],["1971",8058.0],["1972",8598.0],["1973",9018.0],["1974",8914.0],["1975",8873.0],["1976",8939.0],["1977",8788.0],["1978",8678.0],["1979",8631.0],["1980",8459.0],["1981",8480.0],["1982",8702.0],["1983",8415.0],["1984",8749.0],["1985",8441.0],["1986",8251.0],["1987",7934.0],["1988",8074.0],["1989",7530.0],["1990",7577.0],["1991",7949.0],["1992",7443.0],["1993",7311.0],["1994",7132.0],["1995",7246.0],["1996",7130.0],["1997",6978.0],["1998",7095.0],["1999",7105.0],["2000",7290.0],["2001",7301.0],["2002",7060.0],["2003",6656.0],["2004",6168.0],["2005",5917.0],["2006",5601.0],["2007",5853.0],["2008",6194.0],["2009",5972.0],["2010",6266.0],["2011",6129.0],["2012",6130.0],["2013",6055.0],["2014",5942.0],["2015",6114.0],["2016",6097.0],["2017",5905.0],["2018",6039.0],["2019",5277.0],["2020",5694.0],["2021",5758.0]]}
-{"code":"HRA01C2.-","dimensions":{"C02196V02652":"-","STATISTIC":"HRA01C2"},"observations":[["PERIOD","VALUE"],["1965",9230.0],["1966",9850.0],["1967",10680.0],["1968",11669.0],["1969",12045.0],["1970",12646.0],["1971",13293.0],["1972",14366.0],["1973",15018.0],["1974",16050.0],["1975",17019.0],["1976",17495.0],["1977",17597.0],["1978",18984.0],["1979",18727.0],["1980",18639.0],["1981",20205.0],["1982",20076.0],["1983",19982.0],["1984",20081.0],["1985",20641.0],["1986",21141.0],["1987",19922.0],["1988",20358.0],["1989",19720.0],["1990",20198.0],["1991",19964.0],["1992",19705.0],["1993",19694.0],["1994",19555.0],["1995",19194.0],["1996",19526.0],["1997",19007.0],["1998",18143.0],["1999",17957.0],["2000",16992.0],["2001",17146.0],["2002",16617.0],["2003",16375.0],["2004",16232.0],["2005",15336.0],["2006",14687.0],["2007",14916.0],["2008",14558.0],["2009",14223.0],["2010",13353.0],["2011",12863.0],["2012",12043.0],["2013",12402.0],["2014",11855.0],["2015",11746.0],["2016",11193.0],["2017",10838.0],["2018",10961.0],["2019",10085.0],["2020",9697.0],["2021",9965.0]]}
-{"code":"HRA01C3.-","dimensions":{"C02196V02652":"-","STATISTIC":"HRA01C3"},"observations":[["PERIOD","VALUE"],["1965",15440.0],["1966",16526.0],["1967",17607.0],["1968",18953.0],["1969",19697.0],["1970",20342.0],["1971",21351.0],["1972",22964.0],["1973",24036.0],["1974",24964.0],["1975",25892.0],["1976",26434.0],["1977",26385.0],["1978",27662.0],["1979",27358.0],["1980",27098.0],["1981",28685.0],["1982",28778.0],["1983",28397.0],["1984",28830.0],["1985",29082.0],["1986",29392.0],["1987",27856.0],["1988",28432.0],["1989",27250.0],["1990",27765.0],["1991",27913.0],["1992",27148.0],["1993",27005.0],["1994",26687.0],["1995",26440.0],["1996",26656.0],["1997",25985.0],["1998",25238.0],["1999",25062.0],["2000",24282.0],["2001",24446.0],["2002",23677.0],["2003",23031.0],["2004",22400.0],["2005",21253.0],["2006",20288.0],["2007",20769.0],["2008",20752.0],["2009",20195.0],["2010",19619.0],["2011",18992.0],["2012",18173.0],["2013",18457.0],["2014",17797.0],["2015",17860.0],["2016",17290.0],["2017",16743.0],["2018",17000.0],["2019",16710.0],["2020",15391.0],["2021",15723.0]]}
-{"code":"HRA01C4.-","dimensions":{"C02196V02652":"-","STATISTIC":"HRA01C4"},"observations":[["PERIOD","VALUE"],["1965",40.0],["1966",40.0],["1967",39.0],["1968",38.0],["1969",39.0],["1970",38.0],["1971",38.0],["1972",37.0],["1973",38.0],["1974",36.0],["1975",34.0],["1976",34.0],["1977",33.0],["1978",31.0],["1979",32.0],["1980",31.0],["1981",30.0],["1982",30.0],["1983",30.0],["1984",30.0],["1985",29.0],["1986",28.0],["1987",28.0],["1988",28.0],["1989",28.0],["1990",27.0],["1991",28.0],["1992",27.0],["1993",27.0],["1994",27.0],["1995",27.0],["1996",27.0],["1997",27.0],["1998",28.0],["1999",28.0],["2000",30.0],["2001",30.0],["2002",30.0],["2003",29.0],["2004",28.0],["2005",28.0],["2006",28.0],["2007",28.0],["2008",30.0],["2009",30.0],["2010",32.0],["2011",32.0],["2012",34.0],["2013",33.0],["2014",33.0],["2015",34.0],["2016",35.0],["2017",35.0],["2018",36.0],["2019",32.0],["2020",37.0],["2021",37.0]]}
-{"code":"HRA01C5.-","dimensions":{"C02196V02652":"-","STATISTIC":"HRA01C5"},"observations":[["PERIOD","VALUE"],["1965",60.0],["1966",60.0],["1967",61.0],["1968",62.0],["1969",61.0],["1970",62.0],["1971",62.0],["1972",63.0],["1973",63.0],["1974",64.0],["1975",66.0],["1976",66.0],["1977",67.0],["1978",69.0],["1979",69.0],["1980",69.0],["1981",70.0],["1982",70.0],["1983",70.0],["1984",70.0],["1985",71.0],["1986",72.0],["1987",72.0],["1988",72.0],["1989",72.0],["1990",73.0],["1991",72.0],["1992",73.0],["1993",73.0],["1994",73.0],["1995",73.0],["1996",73.0],["1997",73.0],["1998",72.0],["1999",72.0],["2000",70.0],["2001",70.0],["2002",70.0],["2003",71.0],["2004",73.0],["2005",72.0],["2006",72.0],["2007",72.0],["2008",70.0],["2009",70.0],["2010",68.0],["2011",68.0],["2012",66.0],["2013",67.0],["2014",67.0],["2015",66.0],["2016",65.0],["2017",65.0],["2018",65.0],["2019",60.0],["2020",63.0],["2021",63.0]]}
-{"code":"HRA01C6.-","dimensions":{"C02196V02652":"-","STATISTIC":"HRA01C6"},"observations":[["PERIOD","VALUE"],["1965",215.0],["1966",232.0],["1967",240.0],["1968",252.0],["1969",263.0],["1970",267.0],["1971",279.4],["1972",298.1],["1973",312.6],["1974",299.3],["1975",297.9],["1976",300.1],["1977",295.0],["1978",291.3],["1979",256.2],["1980",251.1],["1981",251.7],["1982",258.3],["1983",244.3],["1984",254.0],["1985",245.1],["1986",239.6],["1987",230.4],["1988",234.4],["1989",212.7],["1990",214.0],["1991",224.5],["1992",210.2],["1993",206.5],["1994",201.4],["1995",205.5],["1996",202.2],["1997",192.4],["1998",195.7],["1999",195.9],["2000",201.0],["2001",201.3],["2002",194.7],["2003",169.9],["2004",157.5],["2005",151.1],["2006",132.1],["2007",138.0],["2008",146.1],["2009",140.9],["2010",147.8],["2011",133.6],["2012",133.6],["2013",132.0],["2014",129.5],["2015",133.3],["2016",132.9],["2017",124.0],["2018",126.8],["2019",110.8],["2020",119.6],["2021",120.9]]}
-{"code":"HRA01C7.-","dimensions":{"C02196V02652":"-","STATISTIC":"HRA01C7"},"observations":[["PERIOD","VALUE"],["1965","NA"],["1966","NA"],["1967","NA"],["1968","NA"],["1969","NA"],["1970","NA"],["1971","NA"],["1972","NA"],["1973","NA"],["1974","NA"],["1975","NA"],["1976","NA"],["1977","NA"],["1978","NA"],["1979","NA"],["1980","NA"],["1981","NA"],["1982","NA"],["1983","NA"],["1984","NA"],["1985","NA"],["1986","NA"],["1987","NA"],["1988","NA"],["1989","NA"],["1990","NA"],["1991","NA"],["1992","NA"],["1993","NA"],["1994","NA"],["1995","NA"],["1996","NA"],["1997","NA"],["1998","NA"],["1999","NA"],["2000","NA"],["2001","NA"],["2002","NA"],["2003","NA"],["2004","NA"],["2005","NA"],["2006","NA"],["2007","NA"],["2008","NA"],["2009","NA"],["2010","NA"],["2011","NA"],["2012","NA"],["2013","NA"],["2014","NA"],["2015","NA"],["2016","NA"],["2017","NA"],["2018","NA"],["2019","NA"],["2020",203.6],["2021",209.3]]}
-{"code":"HRA01C8.-","dimensions":{"C02196V02652":"-","STATISTIC":"HRA01C8"},"observations":[["PERIOD","VALUE"],["1965",535.0],["1966",573.0],["1967",611.0],["1968",657.0],["1969",683.0],["1970",705.0],["1971",740.3],["1972",796.2],["1973",833.4],["1974",838.2],["1975",869.3],["1976",887.5],["1977",885.9],["1978",928.8],["1979",812.1],["1980",804.4],["1981",851.5],["1982",854.3],["1983",824.6],["1984",837.2],["1985",844.5],["1986",853.5],["1987",809.0],["1988",825.6],["1989",769.6],["1990",784.2],["1991",788.4],["1992",766.8],["1993",762.7],["1994",753.7],["1995",749.9],["1996",756.0],["1997",716.6],["1998",696.0],["1999",691.2],["2000",669.6],["2001",674.2],["2002",653.0],["2003",587.9],["2004",571.8],["2005",542.6],["2006",478.5],["2007",489.9],["2008",489.5],["2009",476.3],["2010",462.7],["2011",413.9],["2012",396.1],["2013",402.3],["2014",387.9],["2015",389.3],["2016",376.8],["2017",351.6],["2018",357.0],["2019",350.9],["2020",323.2],["2021",330.2]]}
+{"code":"HRA01C1.-","dimensions":{"C02196V02652":"-","STATISTIC":"HRA01C1"},"observations":[["PERIOD","VALUE"],["1965",6666.0],["1966",6676.0],["1967",6927.0],["1968",7284.0],["1969",7652.0],["1970",7696.0],["1971",8058.0],["1972",8598.0],["1973",9018.0],["1974",8914.0],["1975",8873.0],["1976",8939.0],["1977",8788.0],["1978",8678.0],["1979",8631.0],["1980",8459.0],["1981",8480.0],["1982",8702.0],["1983",8415.0],["1984",8749.0],["1985",8441.0],["1986",8251.0],["1987",7934.0],["1988",8074.0],["1989",7530.0],["1990",7577.0],["1991",7949.0],["1992",7443.0],["1993",7311.0],["1994",7132.0],["1995",7246.0],["1996",7130.0],["1997",6978.0],["1998",7095.0],["1999",7105.0],["2000",7290.0],["2001",7301.0],["2002",7060.0],["2003",6656.0],["2004",6168.0],["2005",5917.0],["2006",5601.0],["2007",5853.0],["2008",6194.0],["2009",5972.0],["2010",6266.0],["2011",6129.0],["2012",6130.0],["2013",6055.0],["2014",5942.0],["2015",6114.0],["2016",6097.0],["2017",5905.0],["2018",6039.0],["2019",5277.0],["2020",5694.0],["2021",5758.0],["2022",5412.0]]}
+{"code":"HRA01C2.-","dimensions":{"C02196V02652":"-","STATISTIC":"HRA01C2"},"observations":[["PERIOD","VALUE"],["1965",9230.0],["1966",9850.0],["1967",10680.0],["1968",11669.0],["1969",12045.0],["1970",12646.0],["1971",13293.0],["1972",14366.0],["1973",15018.0],["1974",16050.0],["1975",17019.0],["1976",17495.0],["1977",17597.0],["1978",18984.0],["1979",18727.0],["1980",18639.0],["1981",20205.0],["1982",20076.0],["1983",19982.0],["1984",20081.0],["1985",20641.0],["1986",21141.0],["1987",19922.0],["1988",20358.0],["1989",19720.0],["1990",20198.0],["1991",19964.0],["1992",19705.0],["1993",19694.0],["1994",19555.0],["1995",19194.0],["1996",19526.0],["1997",19007.0],["1998",18143.0],["1999",17957.0],["2000",16992.0],["2001",17146.0],["2002",16617.0],["2003",16375.0],["2004",16232.0],["2005",15336.0],["2006",14687.0],["2007",14916.0],["2008",14558.0],["2009",14223.0],["2010",13353.0],["2011",12863.0],["2012",12043.0],["2013",12402.0],["2014",11855.0],["2015",11746.0],["2016",11193.0],["2017",10838.0],["2018",10961.0],["2019",10085.0],["2020",9697.0],["2021",9965.0],["2022",10378.0]]}
+{"code":"HRA01C3.-","dimensions":{"C02196V02652":"-","STATISTIC":"HRA01C3"},"observations":[["PERIOD","VALUE"],["1965",15440.0],["1966",16526.0],["1967",17607.0],["1968",18953.0],["1969",19697.0],["1970",20342.0],["1971",21351.0],["1972",22964.0],["1973",24036.0],["1974",24964.0],["1975",25892.0],["1976",26434.0],["1977",26385.0],["1978",27662.0],["1979",27358.0],["1980",27098.0],["1981",28685.0],["1982",28778.0],["1983",28397.0],["1984",28830.0],["1985",29082.0],["1986",29392.0],["1987",27856.0],["1988",28432.0],["1989",27250.0],["1990",27765.0],["1991",27913.0],["1992",27148.0],["1993",27005.0],["1994",26687.0],["1995",26440.0],["1996",26656.0],["1997",25985.0],["1998",25238.0],["1999",25062.0],["2000",24282.0],["2001",24446.0],["2002",23677.0],["2003",23031.0],["2004",22400.0],["2005",21253.0],["2006",20288.0],["2007",20769.0],["2008",20752.0],["2009",20195.0],["2010",19619.0],["2011",18992.0],["2012",18173.0],["2013",18457.0],["2014",17797.0],["2015",17860.0],["2016",17290.0],["2017",16743.0],["2018",17000.0],["2019",16710.0],["2020",15391.0],["2021",15723.0],["2022",15790.0]]}
+{"code":"HRA01C4.-","dimensions":{"C02196V02652":"-","STATISTIC":"HRA01C4"},"observations":[["PERIOD","VALUE"],["1965",40.0],["1966",40.0],["1967",39.0],["1968",38.0],["1969",39.0],["1970",38.0],["1971",38.0],["1972",37.0],["1973",38.0],["1974",36.0],["1975",34.0],["1976",34.0],["1977",33.0],["1978",31.0],["1979",32.0],["1980",31.0],["1981",30.0],["1982",30.0],["1983",30.0],["1984",30.0],["1985",29.0],["1986",28.0],["1987",28.0],["1988",28.0],["1989",28.0],["1990",27.0],["1991",28.0],["1992",27.0],["1993",27.0],["1994",27.0],["1995",27.0],["1996",27.0],["1997",27.0],["1998",28.0],["1999",28.0],["2000",30.0],["2001",30.0],["2002",30.0],["2003",29.0],["2004",28.0],["2005",28.0],["2006",28.0],["2007",28.0],["2008",30.0],["2009",30.0],["2010",32.0],["2011",32.0],["2012",34.0],["2013",33.0],["2014",33.0],["2015",34.0],["2016",35.0],["2017",35.0],["2018",36.0],["2019",32.0],["2020",37.0],["2021",37.0],["2022",34.0]]}
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+{"code":"HRA01C8.-","dimensions":{"C02196V02652":"-","STATISTIC":"HRA01C8"},"observations":[["PERIOD","VALUE"],["1965",535.0],["1966",573.0],["1967",611.0],["1968",657.0],["1969",683.0],["1970",705.0],["1971",740.3],["1972",796.2],["1973",833.4],["1974",838.2],["1975",869.3],["1976",887.5],["1977",885.9],["1978",928.8],["1979",812.1],["1980",804.4],["1981",851.5],["1982",854.3],["1983",824.6],["1984",837.2],["1985",844.5],["1986",853.5],["1987",809.0],["1988",825.6],["1989",769.6],["1990",784.2],["1991",788.4],["1992",766.8],["1993",762.7],["1994",753.7],["1995",749.9],["1996",756.0],["1997",716.6],["1998",696.0],["1999",691.2],["2000",669.6],["2001",674.2],["2002",653.0],["2003",587.9],["2004",571.8],["2005",542.6],["2006",478.5],["2007",489.9],["2008",489.5],["2009",476.3],["2010",462.7],["2011",413.9],["2012",396.1],["2013",402.3],["2014",387.9],["2015",389.3],["2016",376.8],["2017",351.6],["2018",357.0],["2019",350.9],["2020",323.2],["2021",330.2],["2022",331.6]]}
diff --git a/HRA03/dataset.json b/HRA03/dataset.json
index 0f7675d5ebfefa78e8fa25696758f361547ee5c2..8d6a2c240c6f644a6ac9a48b5ebeb1780dac9eea 100644
--- a/HRA03/dataset.json
+++ b/HRA03/dataset.json
@@ -72,5 +72,5 @@
     "Health Research Board statistics hosted by the CSO. Any comments or queries can be sent to <a rel=\"nofollow\" href=\"mailto:adaly@hrb.ie\">adaly@hrb.ie</a>"
   ],
   "source_href": "https://data.cso.ie/table/HRA03",
-  "updated_at": "2022-10-11T11:00:00Z"
+  "updated_at": "2023-07-06T11:00:00Z"
 }
\ No newline at end of file
diff --git a/HRA03/series.jsonl b/HRA03/series.jsonl
index bf9c974bd4eb43e9d8174707b37919bb437d422e..c523ba339a0abf29829f79c3db6e12de2f733aa2 100644
--- a/HRA03/series.jsonl
+++ b/HRA03/series.jsonl
@@ -1,54 +1,54 @@
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diff --git a/HRA04/dataset.json b/HRA04/dataset.json
index 9591fb7f907cbda655978af41ad858028aeec1b6..9063a9c6414a399e6f1e317fffdeb6b2e3d8b75b 100644
--- a/HRA04/dataset.json
+++ b/HRA04/dataset.json
@@ -140,5 +140,5 @@
     "Health Research Board statistics hosted by the CSO. Any comments or queries can be sent to <a rel=\"nofollow\" href=\"mailto:adaly@hrb.ie\">adaly@hrb.ie</a>"
   ],
   "source_href": "https://data.cso.ie/table/HRA04",
-  "updated_at": "2022-10-11T11:00:00Z"
+  "updated_at": "2023-07-06T11:12:19.09Z"
 }
\ No newline at end of file
diff --git a/HRA04/series.jsonl b/HRA04/series.jsonl
index 5d846e8f31d6333b09c6be13281be83866d9f2c9..2ee0a19af8f3ef422fa414c1793c9307b4519565 100644
--- a/HRA04/series.jsonl
+++ b/HRA04/series.jsonl
@@ -1,252 +1,252 @@
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diff --git a/HRA05/dataset.json b/HRA05/dataset.json
index 684ff58d6a2b66cf21c7f4e5d664d02d6607e763..a0ce81cbe751b789d7f3109e438fd3abbf025f26 100644
--- a/HRA05/dataset.json
+++ b/HRA05/dataset.json
@@ -140,5 +140,5 @@
     "Health Research Board statistics hosted by the CSO. Any comments or queries can be sent to <a rel=\"nofollow\" href=\"mailto:adaly@hrb.ie\">adaly@hrb.ie</a>"
   ],
   "source_href": "https://data.cso.ie/table/HRA05",
-  "updated_at": "2022-10-11T11:00:00Z"
+  "updated_at": "2023-07-06T11:13:05.3Z"
 }
\ No newline at end of file
diff --git a/HRA05/series.jsonl b/HRA05/series.jsonl
index a695faaa8d13916799ba157e566ab9aec4580c80..a5d56d5e5225c4f6f25132f6ea36393c0985994a 100644
--- a/HRA05/series.jsonl
+++ b/HRA05/series.jsonl
@@ -1,252 +1,252 @@
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diff --git a/HRA07/dataset.json b/HRA07/dataset.json
index 0ee4a9da0b71e72d2339d987db054c1e816197ba..f27988d5d0df8a6fc59ce124cf7cb301bbcb4f77 100644
--- a/HRA07/dataset.json
+++ b/HRA07/dataset.json
@@ -140,5 +140,5 @@
     "Health Research Board statistics hosted by the CSO. Any comments or queries can be sent to <a rel=\"nofollow\" href=\"mailto:adaly@hrb.ie\">adaly@hrb.ie</a>"
   ],
   "source_href": "https://data.cso.ie/table/HRA07",
-  "updated_at": "2022-10-11T11:00:00Z"
+  "updated_at": "2023-07-06T11:13:59.223Z"
 }
\ No newline at end of file
diff --git a/HRA07/series.jsonl b/HRA07/series.jsonl
index 223c994075946b43c46c2f52c47e777730089b11..26edc7743b37589c17ab740c15cce8444fc92a85 100644
--- a/HRA07/series.jsonl
+++ b/HRA07/series.jsonl
@@ -1,252 +1,252 @@
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+{"code":"HRA07C2.01.1.14","dimensions":{"C02199V02655":"1","C02873V03456":"01","C02945V03560":"14","STATISTIC":"HRA07C2"},"observations":[["PERIOD","VALUE"],["2006","NA"],["2007","NA"],["2008","NA"],["2009","NA"],["2010","NA"],["2011","NA"],["2012","NA"],["2013","NA"],["2014","NA"],["2015","NA"],["2016","NA"],["2017","NA"],["2018","NA"],["2019","NA"],["2020","NA"],["2021","NA"],["2022","NA"]]}
+{"code":"HRA07C2.01.1.15","dimensions":{"C02199V02655":"1","C02873V03456":"01","C02945V03560":"15","STATISTIC":"HRA07C2"},"observations":[["PERIOD","VALUE"],["2006",1.3],["2007",3.9],["2008",4.7],["2009",2.3],["2010",1.9],["2011",3.6],["2012",5.7],["2013",2.5],["2014",3.4],["2015",4.32],["2016",2.0],["2017",4.23],["2018",3.33],["2019",1.56],["2020",3.6],["2021",3.85],["2022",1.47]]}
+{"code":"HRA07C2.01.1.16","dimensions":{"C02199V02655":"1","C02873V03456":"01","C02945V03560":"16","STATISTIC":"HRA07C2"},"observations":[["PERIOD","VALUE"],["2006",0.0],["2007",0.0],["2008",0.8],["2009",0.0],["2010",0.0],["2011",0.0],["2012",0.0],["2013",0.8],["2014",0.8],["2015",0.0],["2016",0.0],["2017",0.0],["2018",0.83],["2019",0.0],["2020",0.0],["2021",0.0],["2022",0.0]]}
+{"code":"HRA07C2.01.1.17","dimensions":{"C02199V02655":"1","C02873V03456":"01","C02945V03560":"17","STATISTIC":"HRA07C2"},"observations":[["PERIOD","VALUE"],["2006",5.4],["2007",3.9],["2008",0.8],["2009",1.6],["2010",1.3],["2011",2.9],["2012",4.9],["2013",3.4],["2014",6.0],["2015",4.32],["2016",9.5],["2017",1.41],["2018",5.0],["2019",4.69],["2020",4.5],["2021",4.81],["2022",4.41]]}
+{"code":"HRA07C2.01.1.18","dimensions":{"C02199V02655":"1","C02873V03456":"01","C02945V03560":"18","STATISTIC":"HRA07C2"},"observations":[["PERIOD","VALUE"],["2006",12.1],["2007",14.6],["2008",7.9],["2009",10.1],["2010",8.1],["2011",11.6],["2012",1.6],["2013",3.4],["2014",1.7],["2015",4.32],["2016",6.1],["2017",2.11],["2018",1.67],["2019",6.25],["2020",3.6],["2021",1.92],["2022",10.29]]}
+{"code":"HRA07C2.01.1.19","dimensions":{"C02199V02655":"1","C02873V03456":"01","C02945V03560":"19","STATISTIC":"HRA07C2"},"observations":[["PERIOD","VALUE"],["2006",18.1],["2007",15.5],["2008",17.3],["2009",16.3],["2010",22.5],["2011",11.6],["2012",8.2],["2013",13.7],["2014",11.2],["2015",14.2],["2016",12.8],["2017",19.72],["2018",19.17],["2019",12.5],["2020",10.81],["2021",0.96],["2022",8.82]]}
+{"code":"HRA07C2.01.1.20","dimensions":{"C02199V02655":"1","C02873V03456":"01","C02945V03560":"20","STATISTIC":"HRA07C2"},"observations":[["PERIOD","VALUE"],["2006","NA"],["2007","NA"],["2008","NA"],["2009","NA"],["2010","NA"],["2011","NA"],["2012","NA"],["2013","NA"],["2014","NA"],["2015","NA"],["2016","NA"],["2017","NA"],["2018","NA"],["2019","NA"],["2020","NA"],["2021","NA"],["2022","NA"]]}
+{"code":"HRA07C2.01.1.21","dimensions":{"C02199V02655":"1","C02873V03456":"01","C02945V03560":"21","STATISTIC":"HRA07C2"},"observations":[["PERIOD","VALUE"],["2006",100.0],["2007",100.0],["2008",100.0],["2009",100.0],["2010",100.0],["2011",100.0],["2012",100.0],["2013",100.0],["2014",100.0],["2015",100.0],["2016",100.0],["2017",100.0],["2018",100.0],["2019",100.0],["2020",100.0],["2021",100.0],["2022",100.0]]}
+{"code":"HRA07C2.01.2.01","dimensions":{"C02199V02655":"2","C02873V03456":"01","C02945V03560":"01","STATISTIC":"HRA07C2"},"observations":[["PERIOD","VALUE"],["2006","NA"],["2007","NA"],["2008","NA"],["2009","NA"],["2010","NA"],["2011","NA"],["2012","NA"],["2013","NA"],["2014","NA"],["2015","NA"],["2016","NA"],["2017","NA"],["2018","NA"],["2019","NA"],["2020","NA"],["2021","NA"],["2022","NA"]]}
+{"code":"HRA07C2.01.2.02","dimensions":{"C02199V02655":"2","C02873V03456":"01","C02945V03560":"02","STATISTIC":"HRA07C2"},"observations":[["PERIOD","VALUE"],["2006",0.8],["2007",0.7],["2008",0.0],["2009",0.0],["2010",1.1],["2011",0.0],["2012",0.0],["2013",0.0],["2014",0.0],["2015",0.0],["2016",0.4],["2017",0.0],["2018",0.0],["2019",0.0],["2020",0.0],["2021",0.0],["2022",0.0]]}
+{"code":"HRA07C2.01.2.03","dimensions":{"C02199V02655":"2","C02873V03456":"01","C02945V03560":"03","STATISTIC":"HRA07C2"},"observations":[["PERIOD","VALUE"],["2006","NA"],["2007","NA"],["2008","NA"],["2009","NA"],["2010","NA"],["2011","NA"],["2012","NA"],["2013","NA"],["2014","NA"],["2015","NA"],["2016","NA"],["2017","NA"],["2018","NA"],["2019","NA"],["2020","NA"],["2021","NA"],["2022","NA"]]}
+{"code":"HRA07C2.01.2.04","dimensions":{"C02199V02655":"2","C02873V03456":"01","C02945V03560":"04","STATISTIC":"HRA07C2"},"observations":[["PERIOD","VALUE"],["2006",4.1],["2007",4.8],["2008",7.3],["2009",10.6],["2010",4.4],["2011",6.0],["2012",8.3],["2013",5.4],["2014",5.5],["2015",6.17],["2016",6.9],["2017",8.17],["2018",7.65],["2019",6.01],["2020",6.67],["2021",6.69],["2022",7.37]]}
+{"code":"HRA07C2.01.2.05","dimensions":{"C02199V02655":"2","C02873V03456":"01","C02945V03560":"05","STATISTIC":"HRA07C2"},"observations":[["PERIOD","VALUE"],["2006","NA"],["2007","NA"],["2008","NA"],["2009","NA"],["2010","NA"],["2011","NA"],["2012","NA"],["2013","NA"],["2014","NA"],["2015","NA"],["2016","NA"],["2017","NA"],["2018","NA"],["2019","NA"],["2020","NA"],["2021","NA"],["2022","NA"]]}
+{"code":"HRA07C2.01.2.06","dimensions":{"C02199V02655":"2","C02873V03456":"01","C02945V03560":"06","STATISTIC":"HRA07C2"},"observations":[["PERIOD","VALUE"],["2006",34.4],["2007",28.1],["2008",32.7],["2009",25.5],["2010",37.4],["2011",45.1],["2012",39.7],["2013",39.3],["2014",35.6],["2015",37.0],["2016",39.8],["2017",35.58],["2018",30.1],["2019",33.33],["2020",31.37],["2021",29.92],["2022",22.63]]}
+{"code":"HRA07C2.01.2.07","dimensions":{"C02199V02655":"2","C02873V03456":"01","C02945V03560":"07","STATISTIC":"HRA07C2"},"observations":[["PERIOD","VALUE"],["2006",4.9],["2007",6.8],["2008",4.2],["2009",3.5],["2010",3.8],["2011",4.3],["2012",3.9],["2013",2.4],["2014",4.6],["2015",3.9],["2016",2.3],["2017",3.85],["2018",2.04],["2019",2.73],["2020",2.35],["2021",5.12],["2022",1.58]]}
+{"code":"HRA07C2.01.2.08","dimensions":{"C02199V02655":"2","C02873V03456":"01","C02945V03560":"08","STATISTIC":"HRA07C2"},"observations":[["PERIOD","VALUE"],["2006",13.1],["2007",11.6],["2008",13.9],["2009",15.6],["2010",6.6],["2011",12.0],["2012",10.2],["2013",7.9],["2014",12.5],["2015",12.33],["2016",11.1],["2017",8.65],["2018",16.33],["2019",15.3],["2020",10.98],["2021",9.06],["2022",17.89]]}
+{"code":"HRA07C2.01.2.09","dimensions":{"C02199V02655":"2","C02873V03456":"01","C02945V03560":"09","STATISTIC":"HRA07C2"},"observations":[["PERIOD","VALUE"],["2006","NA"],["2007","NA"],["2008","NA"],["2009","NA"],["2010","NA"],["2011","NA"],["2012","NA"],["2013","NA"],["2014","NA"],["2015","NA"],["2016","NA"],["2017","NA"],["2018","NA"],["2019","NA"],["2020","NA"],["2021","NA"],["2022","NA"]]}
+{"code":"HRA07C2.01.2.10","dimensions":{"C02199V02655":"2","C02873V03456":"01","C02945V03560":"10","STATISTIC":"HRA07C2"},"observations":[["PERIOD","VALUE"],["2006",3.3],["2007",1.4],["2008",3.6],["2009",3.5],["2010",3.8],["2011",3.8],["2012",2.9],["2013",4.9],["2014",3.2],["2015",4.41],["2016",5.0],["2017",3.37],["2018",4.59],["2019",10.38],["2020",4.71],["2021",5.12],["2022",6.32]]}
+{"code":"HRA07C2.01.2.11","dimensions":{"C02199V02655":"2","C02873V03456":"01","C02945V03560":"11","STATISTIC":"HRA07C2"},"observations":[["PERIOD","VALUE"],["2006",0.0],["2007",2.1],["2008",2.4],["2009",2.1],["2010",1.1],["2011",0.5],["2012",0.0],["2013",1.0],["2014",0.4],["2015",0.44],["2016",0.4],["2017",0.48],["2018",0.0],["2019",0.0],["2020",0.0],["2021",0.0],["2022",0.0]]}
+{"code":"HRA07C2.01.2.12","dimensions":{"C02199V02655":"2","C02873V03456":"01","C02945V03560":"12","STATISTIC":"HRA07C2"},"observations":[["PERIOD","VALUE"],["2006","NA"],["2007","NA"],["2008","NA"],["2009","NA"],["2010","NA"],["2011","NA"],["2012","NA"],["2013","NA"],["2014","NA"],["2015","NA"],["2016","NA"],["2017","NA"],["2018","NA"],["2019","NA"],["2020","NA"],["2021","NA"],["2022","NA"]]}
+{"code":"HRA07C2.01.2.13","dimensions":{"C02199V02655":"2","C02873V03456":"01","C02945V03560":"13","STATISTIC":"HRA07C2"},"observations":[["PERIOD","VALUE"],["2006",3.3],["2007",2.1],["2008",1.2],["2009",2.1],["2010",3.3],["2011",0.5],["2012",0.4],["2013",1.9],["2014",0.9],["2015",0.44],["2016",0.8],["2017",0.0],["2018",1.02],["2019",0.55],["2020",1.18],["2021",0.39],["2022",1.58]]}
+{"code":"HRA07C2.01.2.14","dimensions":{"C02199V02655":"2","C02873V03456":"01","C02945V03560":"14","STATISTIC":"HRA07C2"},"observations":[["PERIOD","VALUE"],["2006","NA"],["2007","NA"],["2008","NA"],["2009","NA"],["2010","NA"],["2011","NA"],["2012","NA"],["2013","NA"],["2014","NA"],["2015","NA"],["2016","NA"],["2017","NA"],["2018","NA"],["2019","NA"],["2020","NA"],["2021","NA"],["2022","NA"]]}
+{"code":"HRA07C2.01.2.15","dimensions":{"C02199V02655":"2","C02873V03456":"01","C02945V03560":"15","STATISTIC":"HRA07C2"},"observations":[["PERIOD","VALUE"],["2006",6.6],["2007",21.2],["2008",18.8],["2009",14.9],["2010",12.1],["2011",15.2],["2012",17.1],["2013",17.9],["2014",19.4],["2015",14.9],["2016",16.9],["2017",21.15],["2018",10.71],["2019",12.57],["2020",21.57],["2021",35.04],["2022",31.05]]}
+{"code":"HRA07C2.01.2.16","dimensions":{"C02199V02655":"2","C02873V03456":"01","C02945V03560":"16","STATISTIC":"HRA07C2"},"observations":[["PERIOD","VALUE"],["2006",0.8],["2007",0.0],["2008",0.6],["2009",0.0],["2010",0.0],["2011",0.0],["2012",0.4],["2013",0.0],["2014",0.0],["2015",0.44],["2016",0.0],["2017",0.96],["2018",0.0],["2019",0.0],["2020",0.0],["2021",0.0],["2022",0.0]]}
+{"code":"HRA07C2.01.2.17","dimensions":{"C02199V02655":"2","C02873V03456":"01","C02945V03560":"17","STATISTIC":"HRA07C2"},"observations":[["PERIOD","VALUE"],["2006",1.6],["2007",0.0],["2008",0.0],["2009",0.0],["2010",0.5],["2011",1.1],["2012",0.9],["2013",1.0],["2014",2.3],["2015",1.32],["2016",2.7],["2017",2.4],["2018",0.51],["2019",3.83],["2020",1.18],["2021",1.57],["2022",2.11]]}
+{"code":"HRA07C2.01.2.18","dimensions":{"C02199V02655":"2","C02873V03456":"01","C02945V03560":"18","STATISTIC":"HRA07C2"},"observations":[["PERIOD","VALUE"],["2006",4.9],["2007",4.8],["2008",4.2],["2009",2.8],["2010",3.8],["2011",4.9],["2012",3.4],["2013",1.4],["2014",1.8],["2015",3.9],["2016",3.1],["2017",1.44],["2018",3.57],["2019",4.92],["2020",5.88],["2021",3.15],["2022",5.26]]}
+{"code":"HRA07C2.01.2.19","dimensions":{"C02199V02655":"2","C02873V03456":"01","C02945V03560":"19","STATISTIC":"HRA07C2"},"observations":[["PERIOD","VALUE"],["2006",22.1],["2007",16.4],["2008",10.9],["2009",19.1],["2010",22.0],["2011",6.5],["2012",12.2],["2013",16.4],["2014",13.4],["2015",14.54],["2016",10.7],["2017",13.94],["2018",23.47],["2019",10.38],["2020",14.12],["2021",3.94],["2022",4.21]]}
+{"code":"HRA07C2.01.2.20","dimensions":{"C02199V02655":"2","C02873V03456":"01","C02945V03560":"20","STATISTIC":"HRA07C2"},"observations":[["PERIOD","VALUE"],["2006","NA"],["2007","NA"],["2008","NA"],["2009","NA"],["2010","NA"],["2011","NA"],["2012","NA"],["2013","NA"],["2014","NA"],["2015","NA"],["2016","NA"],["2017","NA"],["2018","NA"],["2019","NA"],["2020","NA"],["2021","NA"],["2022","NA"]]}
+{"code":"HRA07C2.01.2.21","dimensions":{"C02199V02655":"2","C02873V03456":"01","C02945V03560":"21","STATISTIC":"HRA07C2"},"observations":[["PERIOD","VALUE"],["2006",100.0],["2007",100.0],["2008",100.0],["2009",100.0],["2010",100.0],["2011",100.0],["2012",100.0],["2013",100.0],["2014",100.0],["2015",100.0],["2016",100.0],["2017",100.0],["2018",100.0],["2019",100.0],["2020",100.0],["2021",100.0],["2022",100.0]]}
diff --git a/HRA08/dataset.json b/HRA08/dataset.json
index 79e343ae043b2a788d54a1166e17598fb9ed0e6d..90ecdb2f9156b7fa7d1a3c716878f9dc494d67be 100644
--- a/HRA08/dataset.json
+++ b/HRA08/dataset.json
@@ -68,5 +68,5 @@
     "Health Research Board statistics hosted by the CSO. Any comments or queries can be sent to <a rel=\"nofollow\" href=\"mailto:adaly@hrb.ie\">adaly@hrb.ie</a>"
   ],
   "source_href": "https://data.cso.ie/table/HRA08",
-  "updated_at": "2022-10-11T11:00:00Z"
+  "updated_at": "2022-10-11T11:00:00.000Z"
 }
\ No newline at end of file
diff --git a/HRA09/dataset.json b/HRA09/dataset.json
index 1cc09d7919cf0b0a9e5f6d881fcfdf0c1577e6a2..2a8ce238fe52e5f4c17afaaed9887f59c4cac79d 100644
--- a/HRA09/dataset.json
+++ b/HRA09/dataset.json
@@ -140,5 +140,5 @@
     "Health Research Board statistics hosted by the CSO. Any comments or queries can be sent to <a rel=\"nofollow\" href=\"mailto:adaly@hrb.ie\">adaly@hrb.ie</a>"
   ],
   "source_href": "https://data.cso.ie/table/HRA09",
-  "updated_at": "2022-10-11T11:00:00Z"
+  "updated_at": "2022-10-11T11:00:00.000Z"
 }
\ No newline at end of file
diff --git a/LRM01/dataset.json b/LRM01/dataset.json
index cef42a678dbf5d8f7506651a3b4243fe9cd25056..473978d535852b0c5fc2d00f8c3723c7b2df9104 100644
--- a/LRM01/dataset.json
+++ b/LRM01/dataset.json
@@ -72,5 +72,5 @@
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/labourmarket/liveregister/\">statistical release page</a> on our website."
   ],
   "source_href": "https://data.cso.ie/table/LRM01",
-  "updated_at": "2023-06-02T11:00:00Z"
+  "updated_at": "2023-06-02T11:00:00.000Z"
 }
\ No newline at end of file
diff --git a/LRM02/dataset.json b/LRM02/dataset.json
index 9988b5eb329e1fa3bbac0efb55f45fc3fe4f87ce..572b4f82d1defc95dd79faa7242de8ae7fe7e4a3 100644
--- a/LRM02/dataset.json
+++ b/LRM02/dataset.json
@@ -56,5 +56,5 @@
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/labourmarket/liveregister/\">statistical release page</a> on our website."
   ],
   "source_href": "https://data.cso.ie/table/LRM02",
-  "updated_at": "2023-06-02T11:00:00Z"
+  "updated_at": "2023-06-02T11:00:00.000Z"
 }
\ No newline at end of file
diff --git a/LRM06/dataset.json b/LRM06/dataset.json
index 74fe70c5e1dbe396d00b0e3437093422de7a4c31..ad99132a9692e5715adebef77be1232d832eceec 100644
--- a/LRM06/dataset.json
+++ b/LRM06/dataset.json
@@ -60,5 +60,5 @@
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/labourmarket/liveregister/\">statistical release page</a> on our website."
   ],
   "source_href": "https://data.cso.ie/table/LRM06",
-  "updated_at": "2023-06-02T11:00:00Z"
+  "updated_at": "2023-06-02T11:00:00.000Z"
 }
\ No newline at end of file
diff --git a/LRM07/dataset.json b/LRM07/dataset.json
index d39dc938a7e9ab34c265e7486b7e1fb70b19e9e0..d07d055d7da7b06eb74c99cb12b08d2ffb7751af 100644
--- a/LRM07/dataset.json
+++ b/LRM07/dataset.json
@@ -744,5 +744,5 @@
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/labourmarket/liveregister/\">statistical release page</a> on our website."
   ],
   "source_href": "https://data.cso.ie/table/LRM07",
-  "updated_at": "2023-06-02T11:00:00Z"
+  "updated_at": "2023-06-02T11:00:00.000Z"
 }
\ No newline at end of file
diff --git a/LRM10/dataset.json b/LRM10/dataset.json
index 2a50b0188948d54deb6117195227a760b41c7328..d2ead5844aecb48c9b97f256662097948ab1a868 100644
--- a/LRM10/dataset.json
+++ b/LRM10/dataset.json
@@ -36,5 +36,5 @@
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/labourmarket/liveregister/\">statistical release page</a> on our website."
   ],
   "source_href": "https://data.cso.ie/table/LRM10",
-  "updated_at": "2023-06-02T11:00:00Z"
+  "updated_at": "2023-06-02T11:00:00.000Z"
 }
\ No newline at end of file
diff --git a/LRM11/dataset.json b/LRM11/dataset.json
index d15e7de37c2e36d47be87cbec2ba09767f22432e..7c494927408f35e30643d660206b01ce6c27d5e4 100644
--- a/LRM11/dataset.json
+++ b/LRM11/dataset.json
@@ -96,5 +96,5 @@
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/labourmarket/liveregister/\">statistical release page</a> on our website."
   ],
   "source_href": "https://data.cso.ie/table/LRM11",
-  "updated_at": "2023-06-02T11:00:00Z"
+  "updated_at": "2023-06-02T11:00:00.000Z"
 }
\ No newline at end of file
diff --git a/LRM13/dataset.json b/LRM13/dataset.json
index 5aa556174ac4c104e1426e0d1262ead1ea759f3b..3ae1d5dedba1469ee1be3c88940e8ef2713fbb4d 100644
--- a/LRM13/dataset.json
+++ b/LRM13/dataset.json
@@ -100,5 +100,5 @@
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/labourmarket/liveregister/\">statistical release page</a> on our website."
   ],
   "source_href": "https://data.cso.ie/table/LRM13",
-  "updated_at": "2023-06-02T11:00:00Z"
+  "updated_at": "2023-06-02T11:00:00.000Z"
 }
\ No newline at end of file
diff --git a/LRM14/dataset.json b/LRM14/dataset.json
index 56050d3a32a93dfbbf807356eb5d1e4a878cf9e8..37bdecb251c42777296402e7dae722c3fe15c565 100644
--- a/LRM14/dataset.json
+++ b/LRM14/dataset.json
@@ -88,5 +88,5 @@
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/labourmarket/liveregister/\">statistical release page</a> on our website."
   ],
   "source_href": "https://data.cso.ie/table/LRM14",
-  "updated_at": "2023-06-02T11:00:00Z"
+  "updated_at": "2023-06-02T11:00:00.000Z"
 }
\ No newline at end of file
diff --git a/LRM15/dataset.json b/LRM15/dataset.json
index 8a2327df9d643ef02930e0523d66527847df9d9c..7589da29e516fad231c1c29450b7f7c3d3901e5e 100644
--- a/LRM15/dataset.json
+++ b/LRM15/dataset.json
@@ -164,5 +164,5 @@
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/labourmarket/liveregister/\">statistical release page</a> on our website."
   ],
   "source_href": "https://data.cso.ie/table/LRM15",
-  "updated_at": "2023-06-02T11:00:00Z"
+  "updated_at": "2023-06-02T11:00:00.000Z"
 }
\ No newline at end of file
diff --git a/LRM17/dataset.json b/LRM17/dataset.json
index 75c080a5f62125c72d1803a5476f05580aa6c1c4..c44e6a37e5648ad1391a4298e44b2ddc7e078f9b 100644
--- a/LRM17/dataset.json
+++ b/LRM17/dataset.json
@@ -104,5 +104,5 @@
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/labourmarket/liveregister/\">statistical release page</a> on our website."
   ],
   "source_href": "https://data.cso.ie/table/LRM17",
-  "updated_at": "2023-06-02T11:00:00Z"
+  "updated_at": "2023-06-02T11:00:00.000Z"
 }
\ No newline at end of file
diff --git a/LRM18/dataset.json b/LRM18/dataset.json
index 77721c75be317179fc0d6d0ea8bd77fe60a6a2be..bc6be39d8cab88176d2e4e39667d01ff5d458493 100644
--- a/LRM18/dataset.json
+++ b/LRM18/dataset.json
@@ -192,5 +192,5 @@
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/labourmarket/liveregister/\">statistical release page</a> on our website."
   ],
   "source_href": "https://data.cso.ie/table/LRM18",
-  "updated_at": "2023-06-02T11:00:00Z"
+  "updated_at": "2023-06-02T11:00:00.000Z"
 }
\ No newline at end of file
diff --git a/LRM19/dataset.json b/LRM19/dataset.json
index 3ed2b982233ffea84f9d05ad54346c03fd3b7941..62a47632b8941f405279c857fc8d731110b916da 100644
--- a/LRM19/dataset.json
+++ b/LRM19/dataset.json
@@ -52,5 +52,5 @@
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/labourmarket/liveregister/\">statistical release page</a> on our website."
   ],
   "source_href": "https://data.cso.ie/table/LRM19",
-  "updated_at": "2023-06-02T11:00:00Z"
+  "updated_at": "2023-06-02T11:00:00.000Z"
 }
\ No newline at end of file
diff --git a/LRM21/dataset.json b/LRM21/dataset.json
index 41c6271c2482b581365b7a79867a75be08f50663..629d749c25740228da896135fc261c3cca828dc6 100644
--- a/LRM21/dataset.json
+++ b/LRM21/dataset.json
@@ -36,5 +36,5 @@
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/labourmarket/liveregister/\">statistical release page</a> on our website."
   ],
   "source_href": "https://data.cso.ie/table/LRM21",
-  "updated_at": "2023-06-02T11:00:00Z"
+  "updated_at": "2023-06-02T11:00:00.000Z"
 }
\ No newline at end of file
diff --git a/MSA02/dataset.json b/MSA02/dataset.json
index afe6fa209926aa4387674b99d6f8081a007aa7aa..e02b17fe740c27d86f3718149e0823bfd36ee2df 100644
--- a/MSA02/dataset.json
+++ b/MSA02/dataset.json
@@ -5,54 +5,54 @@
     "C02904V03500"
   ],
   "dimensions_labels": {
-    "C02904V03500": "Nace Rev 2 Group",
+    "C02904V03500": "NACE Rev 2 Sector",
     "STATISTIC": "Statistic"
   },
   "dimensions_values_labels": {
     "C02904V03500": [
-      [
-        "46",
-        "Wholesale trade (46)"
-      ],
       [
         "G",
-        "Wholesale and retail trade repair of motor vehicles and motorcycles (G)"
+        "Wholesale & Retail Trade; Repair of Motor Vehicles & Motorcycles (G)"
       ],
       [
         "H",
-        "Transportation and storage (H)"
+        "Transportation & Storage (H)"
       ],
       [
         "I",
-        "Accommodation and food service activities (I)"
+        "Accommodation & Food Service Activities (I)"
       ],
       [
         "J",
-        "Information and communication (J)"
-      ],
-      [
-        "55",
-        "Accommodation (55)"
+        "Information & Communication (J)"
       ],
       [
         "M",
-        "Professional, scientific and technical activities (M)"
+        "Professional, Scientific & Technical Activities (M)"
       ],
       [
         "N",
-        "Administrative and support service activities (N)"
+        "Administrative & Support Service Activities (N (excl. 7735))"
+      ],
+      [
+        "V5400",
+        "Other Service Activities (L, 92, 93, 95, 96)"
       ],
       [
-        "V39843",
-        "Services (45 to 47, 49 to 53, 55, 56, 58 to 63, 68, 69 to 75, 77 to 82 (excl 7735), 92, 93, 95, 96"
+        "-",
+        "All Services (G, H, I, J, L, M, N (excl. 7735), 92, 93, 95, 96)"
       ],
       [
-        "V5400",
-        "Services (68, 92, 93, 95, 96)"
+        "46",
+        "Wholesale Trade (46)"
+      ],
+      [
+        "55",
+        "Accommodation (55)"
       ],
       [
         "W1360",
-        "Food service activities (561, 562)"
+        "Food Service Activities (561, 562)"
       ]
     ],
     "STATISTIC": [
@@ -80,5 +80,5 @@
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/services/monthlyservicesindex/\">statistical release page</a> on our website."
   ],
   "source_href": "https://data.cso.ie/table/MSA02",
-  "updated_at": "2023-06-09T11:00:00.000Z"
+  "updated_at": "2023-07-06T11:00:00.000Z"
 }
\ No newline at end of file
diff --git a/MSA02/series.jsonl b/MSA02/series.jsonl
index e27f46b896eb9c87c147d051330860882dd8bf05..066271edf88ee6918d8e17043e06d13b2d391efa 100644
--- a/MSA02/series.jsonl
+++ b/MSA02/series.jsonl
@@ -1,3 +1,4 @@
+{"code":"MSA02C01.-","dimensions":{"C02904V03500":"-","STATISTIC":"MSA02C01"},"observations":[["PERIOD","VALUE"],["2015",100.0],["2016",104.5],["2017",108.4],["2018",117.0],["2019",125.2],["2020",115.8],["2021",129.5],["2022",154.9]]}
 {"code":"MSA02C01.46","dimensions":{"C02904V03500":"46","STATISTIC":"MSA02C01"},"observations":[["PERIOD","VALUE"],["2015",100.0],["2016",98.5],["2017",99.7],["2018",109.1],["2019",104.9],["2020",96.0],["2021",105.5],["2022",118.7]]}
 {"code":"MSA02C01.55","dimensions":{"C02904V03500":"55","STATISTIC":"MSA02C01"},"observations":[["PERIOD","VALUE"],["2015",100.0],["2016",97.2],["2017",105.5],["2018",128.9],["2019",131.2],["2020",36.2],["2021",40.6],["2022",86.9]]}
 {"code":"MSA02C01.G","dimensions":{"C02904V03500":"G","STATISTIC":"MSA02C01"},"observations":[["PERIOD","VALUE"],["2015",100.0],["2016",100.0],["2017",101.2],["2018",107.8],["2019",106.3],["2020",100.8],["2021",110.0],["2022",121.3]]}
@@ -6,9 +7,9 @@
 {"code":"MSA02C01.J","dimensions":{"C02904V03500":"J","STATISTIC":"MSA02C01"},"observations":[["PERIOD","VALUE"],["2015",100.0],["2016",107.4],["2017",109.3],["2018",128.2],["2019",160.7],["2020",172.9],["2021",205.5],["2022",244.9]]}
 {"code":"MSA02C01.M","dimensions":{"C02904V03500":"M","STATISTIC":"MSA02C01"},"observations":[["PERIOD","VALUE"],["2015",100.0],["2016",109.0],["2017",121.4],["2018",116.1],["2019",101.9],["2020",94.1],["2021",97.2],["2022",104.2]]}
 {"code":"MSA02C01.N","dimensions":{"C02904V03500":"N","STATISTIC":"MSA02C01"},"observations":[["PERIOD","VALUE"],["2015",100.0],["2016",100.1],["2017",108.3],["2018",122.9],["2019",100.4],["2020",79.1],["2021",74.6],["2022",85.4]]}
-{"code":"MSA02C01.V39843","dimensions":{"C02904V03500":"V39843","STATISTIC":"MSA02C01"},"observations":[["PERIOD","VALUE"],["2015",100.0],["2016",104.5],["2017",108.4],["2018",117.0],["2019",125.2],["2020",115.8],["2021",129.5],["2022",154.9]]}
 {"code":"MSA02C01.V5400","dimensions":{"C02904V03500":"V5400","STATISTIC":"MSA02C01"},"observations":[["PERIOD","VALUE"],["2015",100.0],["2016",112.6],["2017",117.8],["2018",104.4],["2019",117.8],["2020",80.2],["2021",84.1],["2022",126.6]]}
 {"code":"MSA02C01.W1360","dimensions":{"C02904V03500":"W1360","STATISTIC":"MSA02C01"},"observations":[["PERIOD","VALUE"],["2015",100.0],["2016",108.4],["2017",111.6],["2018",114.9],["2019",123.1],["2020",93.0],["2021",86.7],["2022",146.1]]}
+{"code":"MSA02C02.-","dimensions":{"C02904V03500":"-","STATISTIC":"MSA02C02"},"observations":[["PERIOD","VALUE"],["2015",100.0],["2016",104.3],["2017",108.5],["2018",117.1],["2019",125.3],["2020",115.6],["2021",129.0],["2022",154.6]]}
 {"code":"MSA02C02.46","dimensions":{"C02904V03500":"46","STATISTIC":"MSA02C02"},"observations":[["PERIOD","VALUE"],["2015","NA"],["2016","NA"],["2017","NA"],["2018","NA"],["2019","NA"],["2020","NA"],["2021","NA"],["2022","NA"]]}
 {"code":"MSA02C02.55","dimensions":{"C02904V03500":"55","STATISTIC":"MSA02C02"},"observations":[["PERIOD","VALUE"],["2015","NA"],["2016","NA"],["2017","NA"],["2018","NA"],["2019","NA"],["2020","NA"],["2021","NA"],["2022","NA"]]}
 {"code":"MSA02C02.G","dimensions":{"C02904V03500":"G","STATISTIC":"MSA02C02"},"observations":[["PERIOD","VALUE"],["2015","NA"],["2016","NA"],["2017","NA"],["2018","NA"],["2019","NA"],["2020","NA"],["2021","NA"],["2022","NA"]]}
@@ -17,20 +18,20 @@
 {"code":"MSA02C02.J","dimensions":{"C02904V03500":"J","STATISTIC":"MSA02C02"},"observations":[["PERIOD","VALUE"],["2015","NA"],["2016","NA"],["2017","NA"],["2018","NA"],["2019","NA"],["2020","NA"],["2021","NA"],["2022","NA"]]}
 {"code":"MSA02C02.M","dimensions":{"C02904V03500":"M","STATISTIC":"MSA02C02"},"observations":[["PERIOD","VALUE"],["2015","NA"],["2016","NA"],["2017","NA"],["2018","NA"],["2019","NA"],["2020","NA"],["2021","NA"],["2022","NA"]]}
 {"code":"MSA02C02.N","dimensions":{"C02904V03500":"N","STATISTIC":"MSA02C02"},"observations":[["PERIOD","VALUE"],["2015","NA"],["2016","NA"],["2017","NA"],["2018","NA"],["2019","NA"],["2020","NA"],["2021","NA"],["2022","NA"]]}
-{"code":"MSA02C02.V39843","dimensions":{"C02904V03500":"V39843","STATISTIC":"MSA02C02"},"observations":[["PERIOD","VALUE"],["2015",100.0],["2016",104.4],["2017",108.5],["2018",117.1],["2019",125.3],["2020",115.6],["2021",129.0],["2022",154.6]]}
 {"code":"MSA02C02.V5400","dimensions":{"C02904V03500":"V5400","STATISTIC":"MSA02C02"},"observations":[["PERIOD","VALUE"],["2015","NA"],["2016","NA"],["2017","NA"],["2018","NA"],["2019","NA"],["2020","NA"],["2021","NA"],["2022","NA"]]}
 {"code":"MSA02C02.W1360","dimensions":{"C02904V03500":"W1360","STATISTIC":"MSA02C02"},"observations":[["PERIOD","VALUE"],["2015","NA"],["2016","NA"],["2017","NA"],["2018","NA"],["2019","NA"],["2020","NA"],["2021","NA"],["2022","NA"]]}
+{"code":"MSA02C03.-","dimensions":{"C02904V03500":"-","STATISTIC":"MSA02C03"},"observations":[["PERIOD","VALUE"],["2015",100.0],["2016",104.2],["2017",106.3],["2018",112.5],["2019",118.4],["2020",107.3],["2021",118.6],["2022",136.0]]}
 {"code":"MSA02C03.46","dimensions":{"C02904V03500":"46","STATISTIC":"MSA02C03"},"observations":[["PERIOD","VALUE"],["2015",100.2],["2016",100.4],["2017",101.9],["2018",111.6],["2019",106.2],["2020",97.5],["2021",105.8],["2022",112.2]]}
 {"code":"MSA02C03.55","dimensions":{"C02904V03500":"55","STATISTIC":"MSA02C03"},"observations":[["PERIOD","VALUE"],["2015",99.7],["2016",94.2],["2017",99.5],["2018",119.2],["2019",117.5],["2020",32.6],["2021",34.5],["2022",69.0]]}
 {"code":"MSA02C03.G","dimensions":{"C02904V03500":"G","STATISTIC":"MSA02C03"},"observations":[["PERIOD","VALUE"],["2015",100.1],["2016",102.5],["2017",105.1],["2018",112.5],["2019",111.2],["2020",107.2],["2021",115.0],["2022",117.6]]}
-{"code":"MSA02C03.H","dimensions":{"C02904V03500":"H","STATISTIC":"MSA02C03"},"observations":[["PERIOD","VALUE"],["2015",100.1],["2016",100.4],["2017",98.5],["2018",102.1],["2019",104.9],["2020",73.0],["2021",75.3],["2022",90.7]]}
+{"code":"MSA02C03.H","dimensions":{"C02904V03500":"H","STATISTIC":"MSA02C03"},"observations":[["PERIOD","VALUE"],["2015",100.1],["2016",100.4],["2017",98.5],["2018",102.1],["2019",104.9],["2020",73.0],["2021",75.3],["2022",90.6]]}
 {"code":"MSA02C03.I","dimensions":{"C02904V03500":"I","STATISTIC":"MSA02C03"},"observations":[["PERIOD","VALUE"],["2015",99.8],["2016",100.5],["2017",103.2],["2018",110.1],["2019",110.0],["2020",55.0],["2021",53.4],["2022",89.4]]}
 {"code":"MSA02C03.J","dimensions":{"C02904V03500":"J","STATISTIC":"MSA02C03"},"observations":[["PERIOD","VALUE"],["2015",99.9],["2016",106.6],["2017",105.6],["2018",119.7],["2019",150.1],["2020",153.3],["2021",182.1],["2022",215.3]]}
 {"code":"MSA02C03.M","dimensions":{"C02904V03500":"M","STATISTIC":"MSA02C03"},"observations":[["PERIOD","VALUE"],["2015",100.0],["2016",107.6],["2017",117.9],["2018",111.2],["2019",93.8],["2020",85.0],["2021",87.4],["2022",91.9]]}
 {"code":"MSA02C03.N","dimensions":{"C02904V03500":"N","STATISTIC":"MSA02C03"},"observations":[["PERIOD","VALUE"],["2015",100.0],["2016",99.3],["2017",104.8],["2018",115.3],["2019",91.4],["2020",68.7],["2021",63.7],["2022",70.2]]}
-{"code":"MSA02C03.V39843","dimensions":{"C02904V03500":"V39843","STATISTIC":"MSA02C03"},"observations":[["PERIOD","VALUE"],["2015",100.0],["2016",104.2],["2017",106.3],["2018",112.5],["2019",118.4],["2020",107.3],["2021",118.6],["2022",136.0]]}
 {"code":"MSA02C03.V5400","dimensions":{"C02904V03500":"V5400","STATISTIC":"MSA02C03"},"observations":[["PERIOD","VALUE"],["2015",100.0],["2016",107.6],["2017",108.1],["2018",92.0],["2019",99.2],["2020",66.4],["2021",67.7],["2022",96.1]]}
 {"code":"MSA02C03.W1360","dimensions":{"C02904V03500":"W1360","STATISTIC":"MSA02C03"},"observations":[["PERIOD","VALUE"],["2015",100.0],["2016",107.2],["2017",108.5],["2018",109.3],["2019",113.3],["2020",84.2],["2021",76.3],["2022",122.7]]}
+{"code":"MSA02C04.-","dimensions":{"C02904V03500":"-","STATISTIC":"MSA02C04"},"observations":[["PERIOD","VALUE"],["2015",100.0],["2016",104.2],["2017",106.5],["2018",112.6],["2019",118.4],["2020",106.7],["2021",118.4],["2022",136.0]]}
 {"code":"MSA02C04.46","dimensions":{"C02904V03500":"46","STATISTIC":"MSA02C04"},"observations":[["PERIOD","VALUE"],["2015","NA"],["2016","NA"],["2017","NA"],["2018","NA"],["2019","NA"],["2020","NA"],["2021","NA"],["2022","NA"]]}
 {"code":"MSA02C04.55","dimensions":{"C02904V03500":"55","STATISTIC":"MSA02C04"},"observations":[["PERIOD","VALUE"],["2015","NA"],["2016","NA"],["2017","NA"],["2018","NA"],["2019","NA"],["2020","NA"],["2021","NA"],["2022","NA"]]}
 {"code":"MSA02C04.G","dimensions":{"C02904V03500":"G","STATISTIC":"MSA02C04"},"observations":[["PERIOD","VALUE"],["2015","NA"],["2016","NA"],["2017","NA"],["2018","NA"],["2019","NA"],["2020","NA"],["2021","NA"],["2022","NA"]]}
@@ -39,6 +40,5 @@
 {"code":"MSA02C04.J","dimensions":{"C02904V03500":"J","STATISTIC":"MSA02C04"},"observations":[["PERIOD","VALUE"],["2015","NA"],["2016","NA"],["2017","NA"],["2018","NA"],["2019","NA"],["2020","NA"],["2021","NA"],["2022","NA"]]}
 {"code":"MSA02C04.M","dimensions":{"C02904V03500":"M","STATISTIC":"MSA02C04"},"observations":[["PERIOD","VALUE"],["2015","NA"],["2016","NA"],["2017","NA"],["2018","NA"],["2019","NA"],["2020","NA"],["2021","NA"],["2022","NA"]]}
 {"code":"MSA02C04.N","dimensions":{"C02904V03500":"N","STATISTIC":"MSA02C04"},"observations":[["PERIOD","VALUE"],["2015","NA"],["2016","NA"],["2017","NA"],["2018","NA"],["2019","NA"],["2020","NA"],["2021","NA"],["2022","NA"]]}
-{"code":"MSA02C04.V39843","dimensions":{"C02904V03500":"V39843","STATISTIC":"MSA02C04"},"observations":[["PERIOD","VALUE"],["2015",100.0],["2016",104.2],["2017",106.5],["2018",112.6],["2019",118.4],["2020",106.7],["2021",118.4],["2022",136.0]]}
 {"code":"MSA02C04.V5400","dimensions":{"C02904V03500":"V5400","STATISTIC":"MSA02C04"},"observations":[["PERIOD","VALUE"],["2015","NA"],["2016","NA"],["2017","NA"],["2018","NA"],["2019","NA"],["2020","NA"],["2021","NA"],["2022","NA"]]}
 {"code":"MSA02C04.W1360","dimensions":{"C02904V03500":"W1360","STATISTIC":"MSA02C04"},"observations":[["PERIOD","VALUE"],["2015","NA"],["2016","NA"],["2017","NA"],["2018","NA"],["2019","NA"],["2020","NA"],["2021","NA"],["2022","NA"]]}
diff --git a/MSI02/dataset.json b/MSI02/dataset.json
index f9ec157062fe31c1d7029ca886d976d5caa11768..2e062d0a256918a8b60acd8cd1eaf1b340e5fcfe 100644
--- a/MSI02/dataset.json
+++ b/MSI02/dataset.json
@@ -5,54 +5,54 @@
     "C02904V03500"
   ],
   "dimensions_labels": {
-    "C02904V03500": "Nace Rev 2 Group",
+    "C02904V03500": "NACE Rev 2 Sector",
     "STATISTIC": "Statistic"
   },
   "dimensions_values_labels": {
     "C02904V03500": [
-      [
-        "46",
-        "Wholesale trade (46)"
-      ],
       [
         "G",
-        "Wholesale and retail trade repair of motor vehicles and motorcycles (G)"
+        "Wholesale & Retail Trade; Repair of Motor Vehicles & Motorcycles (G)"
       ],
       [
         "H",
-        "Transportation and storage (H)"
+        "Transportation & Storage (H)"
       ],
       [
         "I",
-        "Accommodation and food service activities (I)"
+        "Accommodation & Food Service Activities (I)"
       ],
       [
         "J",
-        "Information and communication (J)"
-      ],
-      [
-        "55",
-        "Accommodation (55)"
+        "Information & Communication (J)"
       ],
       [
         "M",
-        "Professional, scientific and technical activities (M)"
+        "Professional, Scientific & Technical Activities (M)"
       ],
       [
         "N",
-        "Administrative and support service activities (N)"
+        "Administrative & Support Service Activities (N (excl. 7735))"
+      ],
+      [
+        "V5400",
+        "Other Service Activities (L, 92, 93, 95, 96)"
       ],
       [
-        "V39843",
-        "Services (45 to 47, 49 to 53, 55, 56, 58 to 63, 68, 69 to 75, 77 to 82 (excl 7735), 92, 93, 95, 96"
+        "-",
+        "All Services (G, H, I, J, L, M, N (excl. 7735), 92, 93, 95, 96)"
       ],
       [
-        "V5400",
-        "Services (68, 92, 93, 95, 96)"
+        "46",
+        "Wholesale Trade (46)"
+      ],
+      [
+        "55",
+        "Accommodation (55)"
       ],
       [
         "W1360",
-        "Food service activities (561, 562)"
+        "Food Service Activities (561, 562)"
       ]
     ],
     "STATISTIC": [
@@ -96,5 +96,5 @@
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/services/monthlyservicesindex/\">statistical release page</a> on our website."
   ],
   "source_href": "https://data.cso.ie/table/MSI02",
-  "updated_at": "2023-06-09T11:00:00.000Z"
+  "updated_at": "2023-07-06T11:00:00.000Z"
 }
\ No newline at end of file
diff --git a/MSI02/series.jsonl b/MSI02/series.jsonl
index a6acea41395eedbaf6f9f5058bf9ed7b90b555b6..dc3fdfd8ec9122d0b806d9bb642ab8d3df47d9b6 100644
--- a/MSI02/series.jsonl
+++ b/MSI02/series.jsonl
@@ -1,88 +1,88 @@
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+{"code":"MSI02C08.N","dimensions":{"C02904V03500":"N","STATISTIC":"MSI02C08"},"observations":[["PERIOD","VALUE"],["2015-01","NA"],["2015-02",9.4],["2015-03",2.5],["2015-04",2.8],["2015-05",1.2],["2015-06",1.4],["2015-07",-2.9],["2015-08",-4.0],["2015-09",4.5],["2015-10",0.1],["2015-11",-6.1],["2015-12",5.3],["2016-01",-3.8],["2016-02",-0.9],["2016-03",0.2],["2016-04",-0.3],["2016-05",3.5],["2016-06",-6.1],["2016-07",8.5],["2016-08",-2.9],["2016-09",3.1],["2016-10",4.5],["2016-11",-9.5],["2016-12",9.8],["2017-01",-9.7],["2017-02",3.2],["2017-03",8.9],["2017-04",-5.4],["2017-05",8.3],["2017-06",2.6],["2017-07",0.1],["2017-08",-9.1],["2017-09",0.5],["2017-10",1.4],["2017-11",0.6],["2017-12",-1.6],["2018-01",-5.9],["2018-02",-4.7],["2018-03",9.6],["2018-04",19.0],["2018-05",15.2],["2018-06",-19.7],["2018-07",11.2],["2018-08",-0.6],["2018-09",0.2],["2018-10",-6.7],["2018-11",19.0],["2018-12",-30.0],["2019-01",-12.5],["2019-02",-1.0],["2019-03",5.6],["2019-04",19.1],["2019-05",-14.7],["2019-06",0.0],["2019-07",12.0],["2019-08",-11.8],["2019-09",9.9],["2019-10",11.1],["2019-11",-24.2],["2019-12",1.5],["2020-01",-7.2],["2020-02",-1.4],["2020-03",3.2],["2020-04",-12.5],["2020-05",-12.3],["2020-06",6.3],["2020-07",9.7],["2020-08",-9.3],["2020-09",5.4],["2020-10",7.8],["2020-11",-11.8],["2020-12",3.1],["2021-01",-12.7],["2021-02",0.2],["2021-03",8.9],["2021-04",-1.6],["2021-05",-2.9],["2021-06",8.9],["2021-07",2.9],["2021-08",-2.5],["2021-09",4.9],["2021-10",0.3],["2021-11",0.3],["2021-12",-8.4],["2022-01",-4.0],["2022-02",4.1],["2022-03",14.6],["2022-04",-4.4],["2022-05",7.1],["2022-06",-0.5],["2022-07",-2.7],["2022-08",-3.1],["2022-09",9.4],["2022-10",-6.7],["2022-11",3.8],["2022-12",-5.9],["2023-01",-3.9],["2023-02",-0.8],["2023-03",10.0],["2023-04",-5.5],["2023-05",2.8]]}
+{"code":"MSI02C08.V5400","dimensions":{"C02904V03500":"V5400","STATISTIC":"MSI02C08"},"observations":[["PERIOD","VALUE"],["2015-01","NA"],["2015-02",-1.7],["2015-03",12.0],["2015-04",-2.8],["2015-05",0.6],["2015-06",-9.8],["2015-07",16.0],["2015-08",-4.9],["2015-09",-7.7],["2015-10",-0.3],["2015-11",-14.4],["2015-12",12.4],["2016-01",-4.1],["2016-02",0.7],["2016-03",21.3],["2016-04",12.8],["2016-05",-8.2],["2016-06",-1.5],["2016-07",1.6],["2016-08",3.0],["2016-09",-9.3],["2016-10",3.2],["2016-11",-10.4],["2016-12",8.8],["2017-01",-5.5],["2017-02",5.3],["2017-03",9.0],["2017-04",9.5],["2017-05",-13.6],["2017-06",-1.6],["2017-07",7.0],["2017-08",-0.9],["2017-09",-11.9],["2017-10",7.0],["2017-11",-12.0],["2017-12",3.2],["2018-01",-0.4],["2018-02",-11.4],["2018-03",4.1],["2018-04",11.5],["2018-05",-6.8],["2018-06",0.0],["2018-07",1.9],["2018-08",1.1],["2018-09",-4.6],["2018-10",2.0],["2018-11",-9.7],["2018-12",-1.2],["2019-01",3.1],["2019-02",4.9],["2019-03",4.7],["2019-04",-2.1],["2019-05",15.8],["2019-06",-1.1],["2019-07",-1.4],["2019-08",3.7],["2019-09",-5.3],["2019-10",0.4],["2019-11",-5.5],["2019-12",2.0],["2020-01",-9.4],["2020-02",2.9],["2020-03",-24.9],["2020-04",-42.5],["2020-05",5.8],["2020-06",7.6],["2020-07",50.4],["2020-08",8.5],["2020-09",0.0],["2020-10",1.1],["2020-11",-28.2],["2020-12",34.6],["2021-01",-34.0],["2021-02",-3.6],["2021-03",3.5],["2021-04",5.9],["2021-05",11.3],["2021-06",32.9],["2021-07",3.1],["2021-08",-1.9],["2021-09",9.5],["2021-10",2.3],["2021-11",6.0],["2021-12",-11.4],["2022-01",-0.1],["2022-02",-6.9],["2022-03",19.1],["2022-04",10.1],["2022-05",-4.7],["2022-06",2.3],["2022-07",3.5],["2022-08",5.7],["2022-09",1.4],["2022-10",2.7],["2022-11",1.4],["2022-12",-2.9],["2023-01",-1.1],["2023-02",-6.1],["2023-03",11.4],["2023-04",-2.5],["2023-05",2.7]]}
+{"code":"MSI02C08.W1360","dimensions":{"C02904V03500":"W1360","STATISTIC":"MSI02C08"},"observations":[["PERIOD","VALUE"],["2015-01","NA"],["2015-02",-6.9],["2015-03",2.7],["2015-04",-8.3],["2015-05",4.7],["2015-06",-3.9],["2015-07",9.8],["2015-08",3.9],["2015-09",-3.6],["2015-10",8.8],["2015-11",-2.9],["2015-12",11.6],["2016-01",-14.8],["2016-02",-5.7],["2016-03",10.7],["2016-04",-3.3],["2016-05",5.9],["2016-06",4.7],["2016-07",2.2],["2016-08",-3.2],["2016-09",-4.4],["2016-10",5.7],["2016-11",-5.7],["2016-12",17.0],["2017-01",-19.6],["2017-02",-6.3],["2017-03",14.2],["2017-04",-0.5],["2017-05",1.5],["2017-06",3.7],["2017-07",1.5],["2017-08",4.7],["2017-09",-9.3],["2017-10",4.1],["2017-11",-3.9],["2017-12",15.4],["2018-01",-19.6],["2018-02",-4.7],["2018-03",10.9],["2018-04",-0.5],["2018-05",4.4],["2018-06",0.6],["2018-07",3.8],["2018-08",3.1],["2018-09",-3.9],["2018-10",4.4],["2018-11",-7.5],["2018-12",7.7],["2019-01",-14.7],["2019-02",-0.9],["2019-03",13.7],["2019-04",-1.0],["2019-05",2.4],["2019-06",5.1],["2019-07",-4.2],["2019-08",9.0],["2019-09",-9.2],["2019-10",2.7],["2019-11",-4.2],["2019-12",3.4],["2020-01",-10.2],["2020-02",0.1],["2020-03",-23.1],["2020-04",-32.6],["2020-05",14.8],["2020-06",16.9],["2020-07",35.8],["2020-08",12.7],["2020-09",-3.2],["2020-10",-29.0],["2020-11",-31.7],["2020-12",65.5],["2021-01",-45.0],["2021-02",2.7],["2021-03",16.4],["2021-04",4.4],["2021-05",0.5],["2021-06",4.0],["2021-07",32.1],["2021-08",22.6],["2021-09",-4.0],["2021-10",8.9],["2021-11",-6.0],["2021-12",0.2],["2022-01",-20.0],["2022-02",17.2],["2022-03",16.4],["2022-04",10.5],["2022-05",5.2],["2022-06",1.1],["2022-07",8.0],["2022-08",-1.3],["2022-09",-0.7],["2022-10",2.5],["2022-11",-1.5],["2022-12",5.1],["2023-01",-12.4],["2023-02",-1.6],["2023-03",16.5],["2023-04",1.4],["2023-05",2.3]]}
diff --git a/MSQ02/dataset.json b/MSQ02/dataset.json
index 102fc8958db5d85ac66c5cce345213139eea3d4d..aab8dda1b292f8735d45b967e0e2ad5f8e7103c9 100644
--- a/MSQ02/dataset.json
+++ b/MSQ02/dataset.json
@@ -5,54 +5,54 @@
     "C02904V03500"
   ],
   "dimensions_labels": {
-    "C02904V03500": "Nace Rev 2 Group",
+    "C02904V03500": "NACE Rev 2 Sector",
     "STATISTIC": "Statistic"
   },
   "dimensions_values_labels": {
     "C02904V03500": [
-      [
-        "46",
-        "Wholesale trade (46)"
-      ],
       [
         "G",
-        "Wholesale and retail trade repair of motor vehicles and motorcycles (G)"
+        "Wholesale & Retail Trade; Repair of Motor Vehicles & Motorcycles (G)"
       ],
       [
         "H",
-        "Transportation and storage (H)"
+        "Transportation & Storage (H)"
       ],
       [
         "I",
-        "Accommodation and food service activities (I)"
+        "Accommodation & Food Service Activities (I)"
       ],
       [
         "J",
-        "Information and communication (J)"
-      ],
-      [
-        "55",
-        "Accommodation (55)"
+        "Information & Communication (J)"
       ],
       [
         "M",
-        "Professional, scientific and technical activities (M)"
+        "Professional, Scientific & Technical Activities (M)"
       ],
       [
         "N",
-        "Administrative and support service activities (N)"
+        "Administrative & Support Service Activities (N (excl. 7735))"
+      ],
+      [
+        "V5400",
+        "Other Service Activities (L, 92, 93, 95, 96)"
       ],
       [
-        "V39843",
-        "Services (45 to 47, 49 to 53, 55, 56, 58 to 63, 68, 69 to 75, 77 to 82 (excl 7735), 92, 93, 95, 96"
+        "-",
+        "All Services (G, H, I, J, L, M, N (excl. 7735), 92, 93, 95, 96)"
       ],
       [
-        "V5400",
-        "Services (68, 92, 93, 95, 96)"
+        "46",
+        "Wholesale Trade (46)"
+      ],
+      [
+        "55",
+        "Accommodation (55)"
       ],
       [
         "W1360",
-        "Food service activities (561, 562)"
+        "Food Service Activities (561, 562)"
       ]
     ],
     "STATISTIC": [
@@ -80,5 +80,5 @@
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/services/monthlyservicesindex/\">statistical release page</a> on our website."
   ],
   "source_href": "https://data.cso.ie/table/MSQ02",
-  "updated_at": "2023-06-09T11:00:00.000Z"
+  "updated_at": "2023-07-06T11:00:00Z"
 }
\ No newline at end of file
diff --git a/MSQ02/series.jsonl b/MSQ02/series.jsonl
index 79081885d16a4eb4c822923cfe373b841bb9f633..7d75afdb9d23ca6ddba2f18ffe42bbda53e6a847 100644
--- a/MSQ02/series.jsonl
+++ b/MSQ02/series.jsonl
@@ -1,3 +1,4 @@
+{"code":"MSQ02C01.-","dimensions":{"C02904V03500":"-","STATISTIC":"MSQ02C01"},"observations":[["PERIOD","VALUE"],["2015-Q1",91.6],["2015-Q2",97.4],["2015-Q3",102.6],["2015-Q4",108.4],["2016-Q1",99.4],["2016-Q2",103.1],["2016-Q3",103.6],["2016-Q4",112.1],["2017-Q1",101.0],["2017-Q2",107.9],["2017-Q3",108.4],["2017-Q4",116.3],["2018-Q1",105.7],["2018-Q2",116.7],["2018-Q3",117.3],["2018-Q4",128.5],["2019-Q1",116.3],["2019-Q2",126.1],["2019-Q3",126.5],["2019-Q4",131.9],["2020-Q1",119.0],["2020-Q2",104.3],["2020-Q3",115.2],["2020-Q4",124.6],["2021-Q1",113.9],["2021-Q2",124.2],["2021-Q3",132.6],["2021-Q4",147.5],["2022-Q1",140.5],["2022-Q2",155.7],["2022-Q3",160.1],["2022-Q4",163.3],["2023-Q1",152.8]]}
 {"code":"MSQ02C01.46","dimensions":{"C02904V03500":"46","STATISTIC":"MSQ02C01"},"observations":[["PERIOD","VALUE"],["2015-Q1",92.2],["2015-Q2",101.8],["2015-Q3",98.3],["2015-Q4",107.7],["2016-Q1",91.8],["2016-Q2",95.9],["2016-Q3",97.2],["2016-Q4",109.2],["2017-Q1",94.3],["2017-Q2",99.4],["2017-Q3",97.4],["2017-Q4",107.6],["2018-Q1",103.3],["2018-Q2",111.3],["2018-Q3",103.6],["2018-Q4",118.1],["2019-Q1",101.8],["2019-Q2",104.9],["2019-Q3",104.3],["2019-Q4",108.5],["2020-Q1",101.3],["2020-Q2",85.0],["2020-Q3",95.3],["2020-Q4",102.5],["2021-Q1",99.1],["2021-Q2",106.3],["2021-Q3",103.8],["2021-Q4",112.6],["2022-Q1",109.1],["2022-Q2",120.6],["2022-Q3",123.6],["2022-Q4",121.4],["2023-Q1",115.9]]}
 {"code":"MSQ02C01.55","dimensions":{"C02904V03500":"55","STATISTIC":"MSQ02C01"},"observations":[["PERIOD","VALUE"],["2015-Q1",73.3],["2015-Q2",111.4],["2015-Q3",124.2],["2015-Q4",91.1],["2016-Q1",77.7],["2016-Q2",99.6],["2016-Q3",116.9],["2016-Q4",94.7],["2017-Q1",78.2],["2017-Q2",108.7],["2017-Q3",128.2],["2017-Q4",107.0],["2018-Q1",86.9],["2018-Q2",139.9],["2018-Q3",159.7],["2018-Q4",129.3],["2019-Q1",99.7],["2019-Q2",141.5],["2019-Q3",161.8],["2019-Q4",121.8],["2020-Q1",74.0],["2020-Q2",4.7],["2020-Q3",45.5],["2020-Q4",20.7],["2021-Q1",5.6],["2021-Q2",24.1],["2021-Q3",75.3],["2021-Q4",57.2],["2022-Q1",51.9],["2022-Q2",97.0],["2022-Q3",111.1],["2022-Q4",87.5],["2023-Q1",70.1]]}
 {"code":"MSQ02C01.G","dimensions":{"C02904V03500":"G","STATISTIC":"MSQ02C01"},"observations":[["PERIOD","VALUE"],["2015-Q1",95.1],["2015-Q2",98.8],["2015-Q3",98.3],["2015-Q4",107.8],["2016-Q1",97.9],["2016-Q2",96.8],["2016-Q3",98.0],["2016-Q4",107.2],["2017-Q1",98.9],["2017-Q2",98.6],["2017-Q3",98.7],["2017-Q4",108.6],["2018-Q1",104.2],["2018-Q2",107.2],["2018-Q3",104.3],["2018-Q4",115.5],["2019-Q1",104.6],["2019-Q2",104.5],["2019-Q3",104.8],["2019-Q4",111.5],["2020-Q1",104.1],["2020-Q2",85.9],["2020-Q3",103.8],["2020-Q4",109.3],["2021-Q1",101.3],["2021-Q2",109.3],["2021-Q3",110.6],["2021-Q4",118.7],["2022-Q1",112.9],["2022-Q2",120.6],["2022-Q3",124.9],["2022-Q4",126.9],["2023-Q1",125.2]]}
@@ -6,39 +7,38 @@
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+{"code":"MSQ02C04.H","dimensions":{"C02904V03500":"H","STATISTIC":"MSQ02C04"},"observations":[["PERIOD","VALUE"],["2015-Q1",100.0],["2015-Q2",96.2],["2015-Q3",104.2],["2015-Q4",99.3],["2016-Q1",99.5],["2016-Q2",102.1],["2016-Q3",100.0],["2016-Q4",99.6],["2017-Q1",98.4],["2017-Q2",100.0],["2017-Q3",99.4],["2017-Q4",95.7],["2018-Q1",100.2],["2018-Q2",107.0],["2018-Q3",96.2],["2018-Q4",105.3],["2019-Q1",104.2],["2019-Q2",106.6],["2019-Q3",106.3],["2019-Q4",101.8],["2020-Q1",96.3],["2020-Q2",57.8],["2020-Q3",67.1],["2020-Q4",75.1],["2021-Q1",76.4],["2021-Q2",70.6],["2021-Q3",73.6],["2021-Q4",80.7],["2022-Q1",85.6],["2022-Q2",94.1],["2022-Q3",94.3],["2022-Q4",87.1],["2023-Q1",87.8]]}
+{"code":"MSQ02C04.I","dimensions":{"C02904V03500":"I","STATISTIC":"MSQ02C04"},"observations":[["PERIOD","VALUE"],["2015-Q1",100.8],["2015-Q2",99.2],["2015-Q3",98.6],["2015-Q4",101.2],["2016-Q1",100.9],["2016-Q2",100.0],["2016-Q3",98.3],["2016-Q4",102.0],["2017-Q1",103.3],["2017-Q2",102.1],["2017-Q3",102.1],["2017-Q4",104.9],["2018-Q1",105.0],["2018-Q2",112.5],["2018-Q3",110.3],["2018-Q4",112.6],["2019-Q1",110.0],["2019-Q2",111.5],["2019-Q3",110.9],["2019-Q4",108.0],["2020-Q1",91.1],["2020-Q2",29.2],["2020-Q3",63.5],["2020-Q4",40.5],["2021-Q1",27.8],["2021-Q2",36.5],["2021-Q3",69.9],["2021-Q4",73.9],["2022-Q1",76.5],["2022-Q2",90.7],["2022-Q3",92.1],["2022-Q4",96.0],["2023-Q1",97.3]]}
+{"code":"MSQ02C04.J","dimensions":{"C02904V03500":"J","STATISTIC":"MSQ02C04"},"observations":[["PERIOD","VALUE"],["2015-Q1",93.9],["2015-Q2",94.1],["2015-Q3",105.3],["2015-Q4",105.5],["2016-Q1",107.2],["2016-Q2",103.4],["2016-Q3",105.0],["2016-Q4",109.5],["2017-Q1",107.3],["2017-Q2",107.2],["2017-Q3",101.0],["2017-Q4",108.7],["2018-Q1",108.0],["2018-Q2",113.8],["2018-Q3",123.5],["2018-Q4",134.0],["2019-Q1",144.4],["2019-Q2",151.9],["2019-Q3",152.9],["2019-Q4",151.4],["2020-Q1",153.3],["2020-Q2",148.8],["2020-Q3",151.0],["2020-Q4",156.2],["2021-Q1",169.9],["2021-Q2",175.4],["2021-Q3",183.9],["2021-Q4",194.8],["2022-Q1",207.9],["2022-Q2",212.9],["2022-Q3",221.0],["2022-Q4",218.1],["2023-Q1",217.9]]}
+{"code":"MSQ02C04.M","dimensions":{"C02904V03500":"M","STATISTIC":"MSQ02C04"},"observations":[["PERIOD","VALUE"],["2015-Q1",99.1],["2015-Q2",99.5],["2015-Q3",97.3],["2015-Q4",103.3],["2016-Q1",109.3],["2016-Q2",110.1],["2016-Q3",102.4],["2016-Q4",108.6],["2017-Q1",110.7],["2017-Q2",118.7],["2017-Q3",124.6],["2017-Q4",117.6],["2018-Q1",115.1],["2018-Q2",116.2],["2018-Q3",108.2],["2018-Q4",105.4],["2019-Q1",100.7],["2019-Q2",94.8],["2019-Q3",90.8],["2019-Q4",89.4],["2020-Q1",86.9],["2020-Q2",76.5],["2020-Q3",84.2],["2020-Q4",91.4],["2021-Q1",84.2],["2021-Q2",81.5],["2021-Q3",91.8],["2021-Q4",91.7],["2022-Q1",91.5],["2022-Q2",94.3],["2022-Q3",94.6],["2022-Q4",87.3],["2023-Q1",89.5]]}
+{"code":"MSQ02C04.N","dimensions":{"C02904V03500":"N","STATISTIC":"MSQ02C04"},"observations":[["PERIOD","VALUE"],["2015-Q1",102.3],["2015-Q2",103.4],["2015-Q3",97.6],["2015-Q4",97.0],["2016-Q1",103.2],["2016-Q2",96.3],["2016-Q3",97.3],["2016-Q4",100.8],["2017-Q1",107.3],["2017-Q2",107.7],["2017-Q3",103.2],["2017-Q4",101.8],["2018-Q1",104.7],["2018-Q2",123.8],["2018-Q3",119.5],["2018-Q4",112.6],["2019-Q1",92.5],["2019-Q2",94.4],["2019-Q3",91.0],["2019-Q4",87.3],["2020-Q1",82.1],["2020-Q2",64.0],["2020-Q3",64.3],["2020-Q4",64.9],["2021-Q1",63.7],["2021-Q2",62.1],["2021-Q3",64.3],["2021-Q4",64.9],["2022-Q1",69.7],["2022-Q2",72.2],["2022-Q3",69.7],["2022-Q4",69.8],["2023-Q1",72.2]]}
+{"code":"MSQ02C04.V5400","dimensions":{"C02904V03500":"V5400","STATISTIC":"MSQ02C04"},"observations":[["PERIOD","VALUE"],["2015-Q1",106.2],["2015-Q2",99.1],["2015-Q3",100.2],["2015-Q4",94.6],["2016-Q1",102.4],["2016-Q2",111.1],["2016-Q3",107.5],["2016-Q4",108.2],["2017-Q1",113.1],["2017-Q2",111.0],["2017-Q3",105.4],["2017-Q4",102.4],["2018-Q1",97.6],["2018-Q2",91.6],["2018-Q3",90.5],["2018-Q4",88.1],["2019-Q1",95.5],["2019-Q2",99.5],["2019-Q3",100.8],["2019-Q4",99.9],["2020-Q1",89.5],["2020-Q2",41.9],["2020-Q3",69.3],["2020-Q4",66.5],["2021-Q1",50.2],["2021-Q2",60.0],["2021-Q3",75.3],["2021-Q4",83.3],["2022-Q1",85.4],["2022-Q2",94.7],["2022-Q3",97.8],["2022-Q4",105.3],["2023-Q1",110.7]]}
+{"code":"MSQ02C04.W1360","dimensions":{"C02904V03500":"W1360","STATISTIC":"MSQ02C04"},"observations":[["PERIOD","VALUE"],["2015-Q1",105.8],["2015-Q2",92.1],["2015-Q3",97.4],["2015-Q4",105.2],["2016-Q1",105.7],["2016-Q2",107.1],["2016-Q3",106.2],["2016-Q4",108.6],["2017-Q1",107.4],["2017-Q2",108.5],["2017-Q3",108.3],["2017-Q4",109.4],["2018-Q1",108.7],["2018-Q2",108.0],["2018-Q3",109.4],["2018-Q4",111.8],["2019-Q1",112.9],["2019-Q2",115.3],["2019-Q3",113.1],["2019-Q4",112.2],["2020-Q1",104.9],["2020-Q2",62.4],["2020-Q3",100.5],["2020-Q4",70.0],["2021-Q1",56.0],["2021-Q2",59.6],["2021-Q3",88.0],["2021-Q4",98.9],["2022-Q1",102.5],["2022-Q2",121.8],["2022-Q3",128.1],["2022-Q4",135.8],["2023-Q1",143.3]]}
diff --git a/UA18/dataset.json b/UA18/dataset.json
index 598d8a2a3038be5f8bf636d087c3b5602e5542ee..971de6df4af7c7f64d2b1ded3332a04565f3a5ed 100644
--- a/UA18/dataset.json
+++ b/UA18/dataset.json
@@ -36,5 +36,5 @@
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/population/arrivalsfromukraineinireland/\">statistical release page</a> on our website."
   ],
   "source_href": "https://data.cso.ie/table/UA18",
-  "updated_at": "2023-07-05T11:00:00.000Z"
+  "updated_at": "2023-07-05T11:00:00Z"
 }
\ No newline at end of file
diff --git a/UA19/dataset.json b/UA19/dataset.json
index 750e668978bd5cc891e7842eac844ee610492044..db53096e33901b62151d6481952d211c234f9db3 100644
--- a/UA19/dataset.json
+++ b/UA19/dataset.json
@@ -36,5 +36,5 @@
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/population/arrivalsfromukraineinireland/\">statistical release page</a> on our website."
   ],
   "source_href": "https://data.cso.ie/table/UA19",
-  "updated_at": "2023-07-05T11:00:00.000Z"
+  "updated_at": "2023-07-05T11:00:00Z"
 }
\ No newline at end of file
diff --git a/UA30/dataset.json b/UA30/dataset.json
index d25c736d9a1951d11bda49d30592237ab9a5a282..f88f939f37c6d16ee7913a7e4bb1dc721e7c218b 100644
--- a/UA30/dataset.json
+++ b/UA30/dataset.json
@@ -48,5 +48,5 @@
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/population/arrivalsfromukraineinireland/\">statistical release page</a> on our website."
   ],
   "source_href": "https://data.cso.ie/table/UA30",
-  "updated_at": "2023-07-05T11:00:00.000Z"
+  "updated_at": "2023-07-05T11:00:00Z"
 }
\ No newline at end of file
diff --git a/UA36/dataset.json b/UA36/dataset.json
index 8b20a98a287668e899f5f1fa8e5c0b6e475c39ff..e6ffaffdd49266faa624de95c5d43b6262c69893 100644
--- a/UA36/dataset.json
+++ b/UA36/dataset.json
@@ -76,5 +76,5 @@
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/population/arrivalsfromukraineinireland/\">statistical release page</a> on our website."
   ],
   "source_href": "https://data.cso.ie/table/UA36",
-  "updated_at": "2023-07-05T11:00:00.000Z"
+  "updated_at": "2023-07-05T11:00:00Z"
 }
\ No newline at end of file
diff --git a/UA37/dataset.json b/UA37/dataset.json
index 26c04afe4c5dab3fcd66fbc5d1a53b69723a0dd3..3c81dbdbe80db7483f20ebdad1d659cbcf9082bb 100644
--- a/UA37/dataset.json
+++ b/UA37/dataset.json
@@ -36,5 +36,5 @@
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/population/arrivalsfromukraineinireland/\">statistical release page</a> on our website."
   ],
   "source_href": "https://data.cso.ie/table/UA37",
-  "updated_at": "2023-07-05T11:00:00.000Z"
+  "updated_at": "2023-07-05T11:00:00Z"
 }
\ No newline at end of file
diff --git a/UA38/dataset.json b/UA38/dataset.json
index 3b40591ddc7d3111ca9fc48bb3d6c4883df5a342..f893e5dd9f72881af9d064181e806ab9df9034f8 100644
--- a/UA38/dataset.json
+++ b/UA38/dataset.json
@@ -88,5 +88,5 @@
     "For more information, please go to the <a rel=\"nofollow\" href=\"https://www.cso.ie/en/statistics/population/arrivalsfromukraineinireland/\">statistical release page</a> on our website."
   ],
   "source_href": "https://data.cso.ie/table/UA38",
-  "updated_at": "2023-07-05T11:00:00.000Z"
+  "updated_at": "2023-07-05T11:00:00Z"
 }
\ No newline at end of file