diff --git a/VSB03/series.jsonl b/VSB03/series.jsonl
index becfd6fda334e476c3cc75fe5c0fafc330cdaffa..484324d13a9e001066fc785fa995d85a96f6861d 100644
--- a/VSB03/series.jsonl
+++ b/VSB03/series.jsonl
@@ -1,121 +1,121 @@
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+{"code":"16.19.VSB03C01","dimensions":{"Occupational Group of older party":"16","Occupational Group of younger party":"19","Statistic":"VSB03C01"},"observations":[["PERIOD","VALUE"],["2016",22],["2017",12],["2018",13],["2019",17]]}
+{"code":"17.-.VSB03C01","dimensions":{"Occupational Group of older party":"17","Occupational Group of younger party":"-","Statistic":"VSB03C01"},"observations":[["PERIOD","VALUE"],["2016",53],["2017",41],["2018",27],["2019",25]]}
+{"code":"17.10.VSB03C01","dimensions":{"Occupational Group of older party":"17","Occupational Group of younger party":"10","Statistic":"VSB03C01"},"observations":[["PERIOD","VALUE"],["2016",4],["2017",5],["2018",0],["2019",2]]}
+{"code":"17.11.VSB03C01","dimensions":{"Occupational Group of older party":"17","Occupational Group of younger party":"11","Statistic":"VSB03C01"},"observations":[["PERIOD","VALUE"],["2016",3],["2017",8],["2018",8],["2019",5]]}
+{"code":"17.12.VSB03C01","dimensions":{"Occupational Group of older party":"17","Occupational Group of younger party":"12","Statistic":"VSB03C01"},"observations":[["PERIOD","VALUE"],["2016",5],["2017",1],["2018",2],["2019",4]]}
+{"code":"17.13.VSB03C01","dimensions":{"Occupational Group of older party":"17","Occupational Group of younger party":"13","Statistic":"VSB03C01"},"observations":[["PERIOD","VALUE"],["2016",7],["2017",1],["2018",0],["2019",3]]}
+{"code":"17.14.VSB03C01","dimensions":{"Occupational Group of older party":"17","Occupational Group of younger party":"14","Statistic":"VSB03C01"},"observations":[["PERIOD","VALUE"],["2016",5],["2017",6],["2018",3],["2019",1]]}
+{"code":"17.15.VSB03C01","dimensions":{"Occupational Group of older party":"17","Occupational Group of younger party":"15","Statistic":"VSB03C01"},"observations":[["PERIOD","VALUE"],["2016",1],["2017",2],["2018",0],["2019",0]]}
+{"code":"17.16.VSB03C01","dimensions":{"Occupational Group of older party":"17","Occupational Group of younger party":"16","Statistic":"VSB03C01"},"observations":[["PERIOD","VALUE"],["2016",10],["2017",4],["2018",4],["2019",5]]}
+{"code":"17.17.VSB03C01","dimensions":{"Occupational Group of older party":"17","Occupational Group of younger party":"17","Statistic":"VSB03C01"},"observations":[["PERIOD","VALUE"],["2016",10],["2017",7],["2018",7],["2019",4]]}
+{"code":"17.18.VSB03C01","dimensions":{"Occupational Group of older party":"17","Occupational Group of younger party":"18","Statistic":"VSB03C01"},"observations":[["PERIOD","VALUE"],["2016",2],["2017",3],["2018",0],["2019",0]]}
+{"code":"17.19.VSB03C01","dimensions":{"Occupational Group of older party":"17","Occupational Group of younger party":"19","Statistic":"VSB03C01"},"observations":[["PERIOD","VALUE"],["2016",6],["2017",4],["2018",3],["2019",1]]}
+{"code":"18.-.VSB03C01","dimensions":{"Occupational Group of older party":"18","Occupational Group of younger party":"-","Statistic":"VSB03C01"},"observations":[["PERIOD","VALUE"],["2016",62],["2017",46],["2018",25],["2019",31]]}
+{"code":"18.10.VSB03C01","dimensions":{"Occupational Group of older party":"18","Occupational Group of younger party":"10","Statistic":"VSB03C01"},"observations":[["PERIOD","VALUE"],["2016",6],["2017",3],["2018",2],["2019",2]]}
+{"code":"18.11.VSB03C01","dimensions":{"Occupational Group of older party":"18","Occupational Group of younger party":"11","Statistic":"VSB03C01"},"observations":[["PERIOD","VALUE"],["2016",6],["2017",5],["2018",5],["2019",3]]}
+{"code":"18.12.VSB03C01","dimensions":{"Occupational Group of older party":"18","Occupational Group of younger party":"12","Statistic":"VSB03C01"},"observations":[["PERIOD","VALUE"],["2016",7],["2017",12],["2018",5],["2019",1]]}
+{"code":"18.13.VSB03C01","dimensions":{"Occupational Group of older party":"18","Occupational Group of younger party":"13","Statistic":"VSB03C01"},"observations":[["PERIOD","VALUE"],["2016",5],["2017",2],["2018",0],["2019",1]]}
+{"code":"18.14.VSB03C01","dimensions":{"Occupational Group of older party":"18","Occupational Group of younger party":"14","Statistic":"VSB03C01"},"observations":[["PERIOD","VALUE"],["2016",7],["2017",3],["2018",4],["2019",7]]}
+{"code":"18.15.VSB03C01","dimensions":{"Occupational Group of older party":"18","Occupational Group of younger party":"15","Statistic":"VSB03C01"},"observations":[["PERIOD","VALUE"],["2016",3],["2017",0],["2018",0],["2019",1]]}
+{"code":"18.16.VSB03C01","dimensions":{"Occupational Group of older party":"18","Occupational Group of younger party":"16","Statistic":"VSB03C01"},"observations":[["PERIOD","VALUE"],["2016",13],["2017",11],["2018",4],["2019",7]]}
+{"code":"18.17.VSB03C01","dimensions":{"Occupational Group of older party":"18","Occupational Group of younger party":"17","Statistic":"VSB03C01"},"observations":[["PERIOD","VALUE"],["2016",3],["2017",0],["2018",1],["2019",0]]}
+{"code":"18.18.VSB03C01","dimensions":{"Occupational Group of older party":"18","Occupational Group of younger party":"18","Statistic":"VSB03C01"},"observations":[["PERIOD","VALUE"],["2016",8],["2017",7],["2018",2],["2019",4]]}
+{"code":"18.19.VSB03C01","dimensions":{"Occupational Group of older party":"18","Occupational Group of younger party":"19","Statistic":"VSB03C01"},"observations":[["PERIOD","VALUE"],["2016",4],["2017",3],["2018",2],["2019",5]]}
+{"code":"19.-.VSB03C01","dimensions":{"Occupational Group of older party":"19","Occupational Group of younger party":"-","Statistic":"VSB03C01"},"observations":[["PERIOD","VALUE"],["2016",73],["2017",42],["2018",34],["2019",43]]}
+{"code":"19.10.VSB03C01","dimensions":{"Occupational Group of older party":"19","Occupational Group of younger party":"10","Statistic":"VSB03C01"},"observations":[["PERIOD","VALUE"],["2016",6],["2017",4],["2018",3],["2019",1]]}
+{"code":"19.11.VSB03C01","dimensions":{"Occupational Group of older party":"19","Occupational Group of younger party":"11","Statistic":"VSB03C01"},"observations":[["PERIOD","VALUE"],["2016",14],["2017",11],["2018",8],["2019",6]]}
+{"code":"19.12.VSB03C01","dimensions":{"Occupational Group of older party":"19","Occupational Group of younger party":"12","Statistic":"VSB03C01"},"observations":[["PERIOD","VALUE"],["2016",5],["2017",2],["2018",2],["2019",2]]}
+{"code":"19.13.VSB03C01","dimensions":{"Occupational Group of older party":"19","Occupational Group of younger party":"13","Statistic":"VSB03C01"},"observations":[["PERIOD","VALUE"],["2016",5],["2017",1],["2018",2],["2019",1]]}
+{"code":"19.14.VSB03C01","dimensions":{"Occupational Group of older party":"19","Occupational Group of younger party":"14","Statistic":"VSB03C01"},"observations":[["PERIOD","VALUE"],["2016",4],["2017",2],["2018",2],["2019",6]]}
+{"code":"19.15.VSB03C01","dimensions":{"Occupational Group of older party":"19","Occupational Group of younger party":"15","Statistic":"VSB03C01"},"observations":[["PERIOD","VALUE"],["2016",0],["2017",0],["2018",0],["2019",2]]}
+{"code":"19.16.VSB03C01","dimensions":{"Occupational Group of older party":"19","Occupational Group of younger party":"16","Statistic":"VSB03C01"},"observations":[["PERIOD","VALUE"],["2016",18],["2017",10],["2018",0],["2019",12]]}
+{"code":"19.17.VSB03C01","dimensions":{"Occupational Group of older party":"19","Occupational Group of younger party":"17","Statistic":"VSB03C01"},"observations":[["PERIOD","VALUE"],["2016",3],["2017",2],["2018",4],["2019",1]]}
+{"code":"19.18.VSB03C01","dimensions":{"Occupational Group of older party":"19","Occupational Group of younger party":"18","Statistic":"VSB03C01"},"observations":[["PERIOD","VALUE"],["2016",5],["2017",2],["2018",2],["2019",3]]}
+{"code":"19.19.VSB03C01","dimensions":{"Occupational Group of older party":"19","Occupational Group of younger party":"19","Statistic":"VSB03C01"},"observations":[["PERIOD","VALUE"],["2016",13],["2017",8],["2018",11],["2019",9]]}
diff --git a/VSB05/dataset.json b/VSB05/dataset.json
index af4b87195544fb8c4236527d782d0a42ba703b0e..10f6ec814fb01dd1e0c25878bc1e4e6235581fca 100644
--- a/VSB05/dataset.json
+++ b/VSB05/dataset.json
@@ -1,12 +1,12 @@
 {
-  "code":"VSB05",
-  "dimensions_codes_order":[
+  "code": "VSB05",
+  "dimensions_codes_order": [
     "Age of Older Male Partner",
     "Relative Age of Younger Male Partner",
     "Statistic"
   ],
-  "dimensions_values_labels":{
-    "Age of Older Male Partner":[
+  "dimensions_values_labels": {
+    "Age of Older Male Partner": [
       [
         "-",
         "All ages"
@@ -52,7 +52,7 @@
         "60 years and over"
       ]
     ],
-    "Relative Age of Younger Male Partner":[
+    "Relative Age of Younger Male Partner": [
       [
         "-",
         "All ages"
@@ -98,15 +98,15 @@
         "60 years and over"
       ]
     ],
-    "Statistic":[
+    "Statistic": [
       [
         "VSB05C01",
         "Same Sex Marriages (Number)"
       ]
     ]
   },
-  "name":"Same Sex Marriages by  Age of Older Male Partner, Relative Age of Younger Male Partner and Year",
-  "series":{
-    "path":"series.jsonl"
+  "name": "Same Sex Marriages by  Age of Older Male Partner, Relative Age of Younger Male Partner and Year",
+  "series": {
+    "path": "series.jsonl"
   }
 }
\ No newline at end of file
diff --git a/VSB05/series.jsonl b/VSB05/series.jsonl
index 2ce9f2e8d4807280a399d94cc08ce329b94d4207..6673fbd7ffba3a186afffdab0ab6ac6cd56d0bde 100644
--- a/VSB05/series.jsonl
+++ b/VSB05/series.jsonl
@@ -1,121 +1,121 @@
-{"code":"-.-.VSB05C01","dimensions":{"Age of Older Male Partner":"-","Relative Age of Younger Male Partner":"-","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",606.0],["2017",424.0],["2018",372.0]]}
-{"code":"-.355.VSB05C01","dimensions":{"Age of Older Male Partner":"-","Relative Age of Younger Male Partner":"355","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",1.0],["2017",1.0],["2018","NA"]]}
-{"code":"-.365.VSB05C01","dimensions":{"Age of Older Male Partner":"-","Relative Age of Younger Male Partner":"365","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",37.0],["2017",22.0],["2018",16.0]]}
-{"code":"-.410.VSB05C01","dimensions":{"Age of Older Male Partner":"-","Relative Age of Younger Male Partner":"410","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",114.0],["2017",84.0],["2018",85.0]]}
-{"code":"-.440.VSB05C01","dimensions":{"Age of Older Male Partner":"-","Relative Age of Younger Male Partner":"440","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",151.0],["2017",111.0],["2018",92.0]]}
-{"code":"-.460.VSB05C01","dimensions":{"Age of Older Male Partner":"-","Relative Age of Younger Male Partner":"460","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",93.0],["2017",78.0],["2018",63.0]]}
-{"code":"-.475.VSB05C01","dimensions":{"Age of Older Male Partner":"-","Relative Age of Younger Male Partner":"475","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",91.0],["2017",42.0],["2018",47.0]]}
-{"code":"-.495.VSB05C01","dimensions":{"Age of Older Male Partner":"-","Relative Age of Younger Male Partner":"495","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",53.0],["2017",37.0],["2018",23.0]]}
-{"code":"-.515.VSB05C01","dimensions":{"Age of Older Male Partner":"-","Relative Age of Younger Male Partner":"515","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",32.0],["2017",21.0],["2018",22.0]]}
-{"code":"-.530.VSB05C01","dimensions":{"Age of Older Male Partner":"-","Relative Age of Younger Male Partner":"530","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",16.0],["2017",20.0],["2018",14.0]]}
-{"code":"-.560.VSB05C01","dimensions":{"Age of Older Male Partner":"-","Relative Age of Younger Male Partner":"560","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",18.0],["2017",8.0],["2018",10.0]]}
-{"code":"355.-.VSB05C01","dimensions":{"Age of Older Male Partner":"355","Relative Age of Younger Male Partner":"-","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",0.0],["2017",0.0],["2018","NA"]]}
-{"code":"355.355.VSB05C01","dimensions":{"Age of Older Male Partner":"355","Relative Age of Younger Male Partner":"355","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",0.0],["2017",0.0],["2018","NA"]]}
-{"code":"355.365.VSB05C01","dimensions":{"Age of Older Male Partner":"355","Relative Age of Younger Male Partner":"365","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",0.0],["2017",0.0],["2018","NA"]]}
-{"code":"355.410.VSB05C01","dimensions":{"Age of Older Male Partner":"355","Relative Age of Younger Male Partner":"410","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",0.0],["2017",0.0],["2018","NA"]]}
-{"code":"355.440.VSB05C01","dimensions":{"Age of Older Male Partner":"355","Relative Age of Younger Male Partner":"440","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",0.0],["2017",0.0],["2018","NA"]]}
-{"code":"355.460.VSB05C01","dimensions":{"Age of Older Male Partner":"355","Relative Age of Younger Male Partner":"460","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",0.0],["2017",0.0],["2018","NA"]]}
-{"code":"355.475.VSB05C01","dimensions":{"Age of Older Male Partner":"355","Relative Age of Younger Male Partner":"475","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",0.0],["2017",0.0],["2018","NA"]]}
-{"code":"355.495.VSB05C01","dimensions":{"Age of Older Male Partner":"355","Relative Age of Younger Male Partner":"495","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",0.0],["2017",0.0],["2018","NA"]]}
-{"code":"355.515.VSB05C01","dimensions":{"Age of Older Male Partner":"355","Relative Age of Younger Male Partner":"515","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",0.0],["2017",0.0],["2018","NA"]]}
-{"code":"355.530.VSB05C01","dimensions":{"Age of Older Male Partner":"355","Relative Age of Younger Male Partner":"530","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",0.0],["2017",0.0],["2018","NA"]]}
-{"code":"355.560.VSB05C01","dimensions":{"Age of Older Male Partner":"355","Relative Age of Younger Male Partner":"560","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",0.0],["2017",0.0],["2018","NA"]]}
-{"code":"365.-.VSB05C01","dimensions":{"Age of Older Male Partner":"365","Relative Age of Younger Male Partner":"-","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",7.0],["2017",6.0],["2018",1.0]]}
-{"code":"365.355.VSB05C01","dimensions":{"Age of Older Male Partner":"365","Relative Age of Younger Male Partner":"355","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",0.0],["2017",0.0],["2018","NA"]]}
-{"code":"365.365.VSB05C01","dimensions":{"Age of Older Male Partner":"365","Relative Age of Younger Male Partner":"365","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",7.0],["2017",6.0],["2018",1.0]]}
-{"code":"365.410.VSB05C01","dimensions":{"Age of Older Male Partner":"365","Relative Age of Younger Male Partner":"410","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",0.0],["2017",0.0],["2018","NA"]]}
-{"code":"365.440.VSB05C01","dimensions":{"Age of Older Male Partner":"365","Relative Age of Younger Male Partner":"440","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",0.0],["2017",0.0],["2018","NA"]]}
-{"code":"365.460.VSB05C01","dimensions":{"Age of Older Male Partner":"365","Relative Age of Younger Male Partner":"460","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",0.0],["2017",0.0],["2018","NA"]]}
-{"code":"365.475.VSB05C01","dimensions":{"Age of Older Male Partner":"365","Relative Age of Younger Male Partner":"475","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",0.0],["2017",0.0],["2018","NA"]]}
-{"code":"365.495.VSB05C01","dimensions":{"Age of Older Male Partner":"365","Relative Age of Younger Male Partner":"495","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",0.0],["2017",0.0],["2018","NA"]]}
-{"code":"365.515.VSB05C01","dimensions":{"Age of Older Male Partner":"365","Relative Age of Younger Male Partner":"515","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",0.0],["2017",0.0],["2018","NA"]]}
-{"code":"365.530.VSB05C01","dimensions":{"Age of Older Male Partner":"365","Relative Age of Younger Male Partner":"530","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",0.0],["2017",0.0],["2018","NA"]]}
-{"code":"365.560.VSB05C01","dimensions":{"Age of Older Male Partner":"365","Relative Age of Younger Male Partner":"560","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",0.0],["2017",0.0],["2018","NA"]]}
-{"code":"410.-.VSB05C01","dimensions":{"Age of Older Male Partner":"410","Relative Age of Younger Male Partner":"-","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",55.0],["2017",26.0],["2018",31.0]]}
-{"code":"410.355.VSB05C01","dimensions":{"Age of Older Male Partner":"410","Relative Age of Younger Male Partner":"355","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",1.0],["2017",1.0],["2018","NA"]]}
-{"code":"410.365.VSB05C01","dimensions":{"Age of Older Male Partner":"410","Relative Age of Younger Male Partner":"365","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",20.0],["2017",9.0],["2018",6.0]]}
-{"code":"410.410.VSB05C01","dimensions":{"Age of Older Male Partner":"410","Relative Age of Younger Male Partner":"410","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",34.0],["2017",16.0],["2018",25.0]]}
-{"code":"410.440.VSB05C01","dimensions":{"Age of Older Male Partner":"410","Relative Age of Younger Male Partner":"440","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",0.0],["2017",0.0],["2018","NA"]]}
-{"code":"410.460.VSB05C01","dimensions":{"Age of Older Male Partner":"410","Relative Age of Younger Male Partner":"460","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",0.0],["2017",0.0],["2018","NA"]]}
-{"code":"410.475.VSB05C01","dimensions":{"Age of Older Male Partner":"410","Relative Age of Younger Male Partner":"475","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",0.0],["2017",0.0],["2018","NA"]]}
-{"code":"410.495.VSB05C01","dimensions":{"Age of Older Male Partner":"410","Relative Age of Younger Male Partner":"495","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",0.0],["2017",0.0],["2018","NA"]]}
-{"code":"410.515.VSB05C01","dimensions":{"Age of Older Male Partner":"410","Relative Age of Younger Male Partner":"515","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",0.0],["2017",0.0],["2018","NA"]]}
-{"code":"410.530.VSB05C01","dimensions":{"Age of Older Male Partner":"410","Relative Age of Younger Male Partner":"530","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",0.0],["2017",0.0],["2018","NA"]]}
-{"code":"410.560.VSB05C01","dimensions":{"Age of Older Male Partner":"410","Relative Age of Younger Male Partner":"560","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",0.0],["2017",0.0],["2018","NA"]]}
-{"code":"440.-.VSB05C01","dimensions":{"Age of Older Male Partner":"440","Relative Age of Younger Male Partner":"-","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",103.0],["2017",70.0],["2018",61.0]]}
-{"code":"440.355.VSB05C01","dimensions":{"Age of Older Male Partner":"440","Relative Age of Younger Male Partner":"355","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",0.0],["2017",0.0],["2018","NA"]]}
-{"code":"440.365.VSB05C01","dimensions":{"Age of Older Male Partner":"440","Relative Age of Younger Male Partner":"365","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",5.0],["2017",2.0],["2018",3.0]]}
-{"code":"440.410.VSB05C01","dimensions":{"Age of Older Male Partner":"440","Relative Age of Younger Male Partner":"410","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",43.0],["2017",35.0],["2018",31.0]]}
-{"code":"440.440.VSB05C01","dimensions":{"Age of Older Male Partner":"440","Relative Age of Younger Male Partner":"440","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",55.0],["2017",33.0],["2018",27.0]]}
-{"code":"440.460.VSB05C01","dimensions":{"Age of Older Male Partner":"440","Relative Age of Younger Male Partner":"460","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",0.0],["2017",0.0],["2018","NA"]]}
-{"code":"440.475.VSB05C01","dimensions":{"Age of Older Male Partner":"440","Relative Age of Younger Male Partner":"475","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",0.0],["2017",0.0],["2018","NA"]]}
-{"code":"440.495.VSB05C01","dimensions":{"Age of Older Male Partner":"440","Relative Age of Younger Male Partner":"495","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",0.0],["2017",0.0],["2018","NA"]]}
-{"code":"440.515.VSB05C01","dimensions":{"Age of Older Male Partner":"440","Relative Age of Younger Male Partner":"515","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",0.0],["2017",0.0],["2018","NA"]]}
-{"code":"440.530.VSB05C01","dimensions":{"Age of Older Male Partner":"440","Relative Age of Younger Male Partner":"530","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",0.0],["2017",0.0],["2018","NA"]]}
-{"code":"440.560.VSB05C01","dimensions":{"Age of Older Male Partner":"440","Relative Age of Younger Male Partner":"560","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",0.0],["2017",0.0],["2018","NA"]]}
-{"code":"460.-.VSB05C01","dimensions":{"Age of Older Male Partner":"460","Relative Age of Younger Male Partner":"-","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",99.0],["2017",90.0],["2018",91.0]]}
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+{"code":"460.515.VSB05C01","dimensions":{"Age of Older Male Partner":"460","Relative Age of Younger Male Partner":"515","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",0.0],["2017",0.0],["2018","NA"],["2019",0.0]]}
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+{"code":"475.355.VSB05C01","dimensions":{"Age of Older Male Partner":"475","Relative Age of Younger Male Partner":"355","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",0.0],["2017",0.0],["2018","NA"],["2019",0.0]]}
+{"code":"475.365.VSB05C01","dimensions":{"Age of Older Male Partner":"475","Relative Age of Younger Male Partner":"365","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",2.0],["2017",0.0],["2018",1.0],["2019",1.0]]}
+{"code":"475.410.VSB05C01","dimensions":{"Age of Older Male Partner":"475","Relative Age of Younger Male Partner":"410","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",8.0],["2017",5.0],["2018",5.0],["2019",6.0]]}
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+{"code":"475.460.VSB05C01","dimensions":{"Age of Older Male Partner":"475","Relative Age of Younger Male Partner":"460","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",31.0],["2017",31.0],["2018",13.0],["2019",28.0]]}
+{"code":"475.475.VSB05C01","dimensions":{"Age of Older Male Partner":"475","Relative Age of Younger Male Partner":"475","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",28.0],["2017",12.0],["2018",15.0],["2019",13.0]]}
+{"code":"475.495.VSB05C01","dimensions":{"Age of Older Male Partner":"475","Relative Age of Younger Male Partner":"495","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",0.0],["2017",0.0],["2018","NA"],["2019",0.0]]}
+{"code":"475.515.VSB05C01","dimensions":{"Age of Older Male Partner":"475","Relative Age of Younger Male Partner":"515","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",0.0],["2017",0.0],["2018","NA"],["2019",0.0]]}
+{"code":"475.530.VSB05C01","dimensions":{"Age of Older Male Partner":"475","Relative Age of Younger Male Partner":"530","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",0.0],["2017",0.0],["2018","NA"],["2019",0.0]]}
+{"code":"475.560.VSB05C01","dimensions":{"Age of Older Male Partner":"475","Relative Age of Younger Male Partner":"560","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",0.0],["2017",0.0],["2018","NA"],["2019",0.0]]}
+{"code":"495.-.VSB05C01","dimensions":{"Age of Older Male Partner":"495","Relative Age of Younger Male Partner":"-","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",86.0],["2017",51.0],["2018",45.0],["2019",51.0]]}
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+{"code":"515.365.VSB05C01","dimensions":{"Age of Older Male Partner":"515","Relative Age of Younger Male Partner":"365","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",0.0],["2017",0.0],["2018",1.0],["2019",0.0]]}
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+{"code":"515.460.VSB05C01","dimensions":{"Age of Older Male Partner":"515","Relative Age of Younger Male Partner":"460","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",7.0],["2017",6.0],["2018",6.0],["2019",4.0]]}
+{"code":"515.475.VSB05C01","dimensions":{"Age of Older Male Partner":"515","Relative Age of Younger Male Partner":"475","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",13.0],["2017",8.0],["2018",7.0],["2019",5.0]]}
+{"code":"515.495.VSB05C01","dimensions":{"Age of Older Male Partner":"515","Relative Age of Younger Male Partner":"495","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",21.0],["2017",13.0],["2018",10.0],["2019",13.0]]}
+{"code":"515.515.VSB05C01","dimensions":{"Age of Older Male Partner":"515","Relative Age of Younger Male Partner":"515","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",8.0],["2017",9.0],["2018",4.0],["2019",2.0]]}
+{"code":"515.530.VSB05C01","dimensions":{"Age of Older Male Partner":"515","Relative Age of Younger Male Partner":"530","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",0.0],["2017",0.0],["2018","NA"],["2019",0.0]]}
+{"code":"515.560.VSB05C01","dimensions":{"Age of Older Male Partner":"515","Relative Age of Younger Male Partner":"560","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",0.0],["2017",0.0],["2018","NA"],["2019",0.0]]}
+{"code":"530.-.VSB05C01","dimensions":{"Age of Older Male Partner":"530","Relative Age of Younger Male Partner":"-","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",39.0],["2017",28.0],["2018",31.0],["2019",21.0]]}
+{"code":"530.355.VSB05C01","dimensions":{"Age of Older Male Partner":"530","Relative Age of Younger Male Partner":"355","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",0.0],["2017",0.0],["2018","NA"],["2019",0.0]]}
+{"code":"530.365.VSB05C01","dimensions":{"Age of Older Male Partner":"530","Relative Age of Younger Male Partner":"365","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",0.0],["2017",0.0],["2018",1.0],["2019",0.0]]}
+{"code":"530.410.VSB05C01","dimensions":{"Age of Older Male Partner":"530","Relative Age of Younger Male Partner":"410","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",0.0],["2017",2.0],["2018",1.0],["2019",0.0]]}
+{"code":"530.440.VSB05C01","dimensions":{"Age of Older Male Partner":"530","Relative Age of Younger Male Partner":"440","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",1.0],["2017",2.0],["2018",1.0],["2019",2.0]]}
+{"code":"530.460.VSB05C01","dimensions":{"Age of Older Male Partner":"530","Relative Age of Younger Male Partner":"460","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",4.0],["2017",1.0],["2018",2.0],["2019",0.0]]}
+{"code":"530.475.VSB05C01","dimensions":{"Age of Older Male Partner":"530","Relative Age of Younger Male Partner":"475","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",7.0],["2017",3.0],["2018",6.0],["2019",3.0]]}
+{"code":"530.495.VSB05C01","dimensions":{"Age of Older Male Partner":"530","Relative Age of Younger Male Partner":"495","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",11.0],["2017",6.0],["2018",5.0],["2019",3.0]]}
+{"code":"530.515.VSB05C01","dimensions":{"Age of Older Male Partner":"530","Relative Age of Younger Male Partner":"515","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",13.0],["2017",9.0],["2018",9.0],["2019",9.0]]}
+{"code":"530.530.VSB05C01","dimensions":{"Age of Older Male Partner":"530","Relative Age of Younger Male Partner":"530","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",3.0],["2017",5.0],["2018",6.0],["2019",4.0]]}
+{"code":"530.560.VSB05C01","dimensions":{"Age of Older Male Partner":"530","Relative Age of Younger Male Partner":"560","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",0.0],["2017",0.0],["2018","NA"],["2019",0.0]]}
+{"code":"560.-.VSB05C01","dimensions":{"Age of Older Male Partner":"560","Relative Age of Younger Male Partner":"-","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",68.0],["2017",44.0],["2018",34.0],["2019",31.0]]}
+{"code":"560.355.VSB05C01","dimensions":{"Age of Older Male Partner":"560","Relative Age of Younger Male Partner":"355","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",0.0],["2017",0.0],["2018","NA"],["2019",0.0]]}
+{"code":"560.365.VSB05C01","dimensions":{"Age of Older Male Partner":"560","Relative Age of Younger Male Partner":"365","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",0.0],["2017",0.0],["2018","NA"],["2019",0.0]]}
+{"code":"560.410.VSB05C01","dimensions":{"Age of Older Male Partner":"560","Relative Age of Younger Male Partner":"410","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",2.0],["2017",1.0],["2018","NA"],["2019",0.0]]}
+{"code":"560.440.VSB05C01","dimensions":{"Age of Older Male Partner":"560","Relative Age of Younger Male Partner":"440","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",4.0],["2017",2.0],["2018",3.0],["2019",2.0]]}
+{"code":"560.460.VSB05C01","dimensions":{"Age of Older Male Partner":"560","Relative Age of Younger Male Partner":"460","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",2.0],["2017",3.0],["2018","NA"],["2019",1.0]]}
+{"code":"560.475.VSB05C01","dimensions":{"Age of Older Male Partner":"560","Relative Age of Younger Male Partner":"475","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",10.0],["2017",3.0],["2018",2.0],["2019",6.0]]}
+{"code":"560.495.VSB05C01","dimensions":{"Age of Older Male Partner":"560","Relative Age of Younger Male Partner":"495","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",8.0],["2017",9.0],["2018",2.0],["2019",4.0]]}
+{"code":"560.515.VSB05C01","dimensions":{"Age of Older Male Partner":"560","Relative Age of Younger Male Partner":"515","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",11.0],["2017",3.0],["2018",9.0],["2019",5.0]]}
+{"code":"560.530.VSB05C01","dimensions":{"Age of Older Male Partner":"560","Relative Age of Younger Male Partner":"530","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",13.0],["2017",15.0],["2018",8.0],["2019",6.0]]}
+{"code":"560.560.VSB05C01","dimensions":{"Age of Older Male Partner":"560","Relative Age of Younger Male Partner":"560","Statistic":"VSB05C01"},"observations":[["PERIOD","VALUE"],["2016",18.0],["2017",8.0],["2018",10.0],["2019",7.0]]}
diff --git a/VSB06/dataset.json b/VSB06/dataset.json
index 1e86d0beb9f0ded3b87c1f74b9303c48871cc173..c6cc815151832c87709a59ff5417c6adf9a60ce2 100644
--- a/VSB06/dataset.json
+++ b/VSB06/dataset.json
@@ -1,12 +1,12 @@
 {
-  "code":"VSB06",
-  "dimensions_codes_order":[
+  "code": "VSB06",
+  "dimensions_codes_order": [
     "Age of Older Female Partner",
     "Relative Age of Younger Female Partner",
     "Statistic"
   ],
-  "dimensions_values_labels":{
-    "Age of Older Female Partner":[
+  "dimensions_values_labels": {
+    "Age of Older Female Partner": [
       [
         "-",
         "All ages"
@@ -52,7 +52,7 @@
         "60 years and over"
       ]
     ],
-    "Relative Age of Younger Female Partner":[
+    "Relative Age of Younger Female Partner": [
       [
         "-",
         "All ages"
@@ -98,15 +98,15 @@
         "60 years and over"
       ]
     ],
-    "Statistic":[
+    "Statistic": [
       [
         "VSB06C01",
         "Same Sex Marriages (Number)"
       ]
     ]
   },
-  "name":"Same Sex Marriages by  Age of Older Female Partner, Relative Age of Younger Female Partner and Year",
-  "series":{
-    "path":"series.jsonl"
+  "name": "Same Sex Marriages by  Age of Older Female Partner, Relative Age of Younger Female Partner and Year",
+  "series": {
+    "path": "series.jsonl"
   }
 }
\ No newline at end of file
diff --git a/VSB06/series.jsonl b/VSB06/series.jsonl
index d48ca594ef8fd67aa98f5738e9accb6b83a4ac3e..f8261993bc2e4f1e8b62dd87c0fd9a481abd5386 100644
--- a/VSB06/series.jsonl
+++ b/VSB06/series.jsonl
@@ -1,121 +1,121 @@
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diff --git a/VSB12/series.jsonl b/VSB12/series.jsonl
index d46e51f107b0c6a317c6df9ee1f4d1f4a7e37016..fd6d10553775ef088de94efb08e75fb79d1a964e 100644
--- a/VSB12/series.jsonl
+++ b/VSB12/series.jsonl
@@ -1,104 +1,104 @@
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-{"code":"7.07.VSB12C01","dimensions":{"Day of Occurence":"7","Month of Occurrence":"07","Statistic":"VSB12C01"},"observations":[["PERIOD","VALUE"],["2016",10],["2017",9],["2018",6],["2019",6]]}
-{"code":"7.08.VSB12C01","dimensions":{"Day of Occurence":"7","Month of Occurrence":"08","Statistic":"VSB12C01"},"observations":[["PERIOD","VALUE"],["2016",8],["2017",7],["2018",26],["2019",26]]}
-{"code":"7.09.VSB12C01","dimensions":{"Day of Occurence":"7","Month of Occurrence":"09","Statistic":"VSB12C01"},"observations":[["PERIOD","VALUE"],["2016",12],["2017",20],["2018",11],["2019",11]]}
-{"code":"7.10.VSB12C01","dimensions":{"Day of Occurence":"7","Month of Occurrence":"10","Statistic":"VSB12C01"},"observations":[["PERIOD","VALUE"],["2016",10],["2017",4],["2018",13],["2019",13]]}
-{"code":"7.11.VSB12C01","dimensions":{"Day of Occurence":"7","Month of Occurrence":"11","Statistic":"VSB12C01"},"observations":[["PERIOD","VALUE"],["2016",7],["2017",4],["2018",6],["2019",6]]}
-{"code":"7.12.VSB12C01","dimensions":{"Day of Occurence":"7","Month of Occurrence":"12","Statistic":"VSB12C01"},"observations":[["PERIOD","VALUE"],["2016",3],["2017",3],["2018",5],["2019",5]]}
+{"code":"4.12.VSB12C01","dimensions":{"Day of Occurence":"4","Month of Occurrence":"12","Statistic":"VSB12C01"},"observations":[["PERIOD","VALUE"],["2016",9],["2017",5],["2018",4],["2019",2]]}
+{"code":"5.-.VSB12C01","dimensions":{"Day of Occurence":"5","Month of Occurrence":"-","Statistic":"VSB12C01"},"observations":[["PERIOD","VALUE"],["2016",232],["2017",161],["2018",130],["2019",135]]}
+{"code":"5.01.VSB12C01","dimensions":{"Day of Occurence":"5","Month of Occurrence":"01","Statistic":"VSB12C01"},"observations":[["PERIOD","VALUE"],["2016",12],["2017",5],["2018",3],["2019",5]]}
+{"code":"5.02.VSB12C01","dimensions":{"Day of Occurence":"5","Month of Occurrence":"02","Statistic":"VSB12C01"},"observations":[["PERIOD","VALUE"],["2016",10],["2017",8],["2018",3],["2019",8]]}
+{"code":"5.03.VSB12C01","dimensions":{"Day of Occurence":"5","Month of Occurrence":"03","Statistic":"VSB12C01"},"observations":[["PERIOD","VALUE"],["2016",20],["2017",12],["2018",11],["2019",9]]}
+{"code":"5.04.VSB12C01","dimensions":{"Day of Occurence":"5","Month of Occurrence":"04","Statistic":"VSB12C01"},"observations":[["PERIOD","VALUE"],["2016",18],["2017",11],["2018",11],["2019",7]]}
+{"code":"5.05.VSB12C01","dimensions":{"Day of Occurence":"5","Month of Occurrence":"05","Statistic":"VSB12C01"},"observations":[["PERIOD","VALUE"],["2016",13],["2017",11],["2018",10],["2019",11]]}
+{"code":"5.06.VSB12C01","dimensions":{"Day of Occurence":"5","Month of Occurrence":"06","Statistic":"VSB12C01"},"observations":[["PERIOD","VALUE"],["2016",26],["2017",17],["2018",10],["2019",14]]}
+{"code":"5.07.VSB12C01","dimensions":{"Day of Occurence":"5","Month of Occurrence":"07","Statistic":"VSB12C01"},"observations":[["PERIOD","VALUE"],["2016",24],["2017",20],["2018",8],["2019",19]]}
+{"code":"5.08.VSB12C01","dimensions":{"Day of Occurence":"5","Month of Occurrence":"08","Statistic":"VSB12C01"},"observations":[["PERIOD","VALUE"],["2016",26],["2017",27],["2018",22],["2019",20]]}
+{"code":"5.09.VSB12C01","dimensions":{"Day of Occurence":"5","Month of Occurrence":"09","Statistic":"VSB12C01"},"observations":[["PERIOD","VALUE"],["2016",33],["2017",18],["2018",11],["2019",13]]}
+{"code":"5.10.VSB12C01","dimensions":{"Day of Occurence":"5","Month of Occurrence":"10","Statistic":"VSB12C01"},"observations":[["PERIOD","VALUE"],["2016",20],["2017",10],["2018",12],["2019",14]]}
+{"code":"5.11.VSB12C01","dimensions":{"Day of Occurence":"5","Month of Occurrence":"11","Statistic":"VSB12C01"},"observations":[["PERIOD","VALUE"],["2016",9],["2017",12],["2018",13],["2019",10]]}
+{"code":"5.12.VSB12C01","dimensions":{"Day of Occurence":"5","Month of Occurrence":"12","Statistic":"VSB12C01"},"observations":[["PERIOD","VALUE"],["2016",21],["2017",10],["2018",16],["2019",5]]}
+{"code":"6.-.VSB12C01","dimensions":{"Day of Occurence":"6","Month of Occurrence":"-","Statistic":"VSB12C01"},"observations":[["PERIOD","VALUE"],["2016",348],["2017",287],["2018",246],["2019",220]]}
+{"code":"6.01.VSB12C01","dimensions":{"Day of Occurence":"6","Month of Occurrence":"01","Statistic":"VSB12C01"},"observations":[["PERIOD","VALUE"],["2016",16],["2017",11],["2018",12],["2019",14]]}
+{"code":"6.02.VSB12C01","dimensions":{"Day of Occurence":"6","Month of Occurrence":"02","Statistic":"VSB12C01"},"observations":[["PERIOD","VALUE"],["2016",19],["2017",18],["2018",7],["2019",17]]}
+{"code":"6.03.VSB12C01","dimensions":{"Day of Occurence":"6","Month of Occurrence":"03","Statistic":"VSB12C01"},"observations":[["PERIOD","VALUE"],["2016",13],["2017",14],["2018",19],["2019",15]]}
+{"code":"6.04.VSB12C01","dimensions":{"Day of Occurence":"6","Month of Occurrence":"04","Statistic":"VSB12C01"},"observations":[["PERIOD","VALUE"],["2016",31],["2017",16],["2018",13],["2019",10]]}
+{"code":"6.05.VSB12C01","dimensions":{"Day of Occurence":"6","Month of Occurrence":"05","Statistic":"VSB12C01"},"observations":[["PERIOD","VALUE"],["2016",32],["2017",14],["2018",27],["2019",28]]}
+{"code":"6.06.VSB12C01","dimensions":{"Day of Occurence":"6","Month of Occurrence":"06","Statistic":"VSB12C01"},"observations":[["PERIOD","VALUE"],["2016",34],["2017",36],["2018",29],["2019",19]]}
+{"code":"6.07.VSB12C01","dimensions":{"Day of Occurence":"6","Month of Occurrence":"07","Statistic":"VSB12C01"},"observations":[["PERIOD","VALUE"],["2016",52],["2017",34],["2018",28],["2019",18]]}
+{"code":"6.08.VSB12C01","dimensions":{"Day of Occurence":"6","Month of Occurrence":"08","Statistic":"VSB12C01"},"observations":[["PERIOD","VALUE"],["2016",34],["2017",23],["2018",36],["2019",20]]}
+{"code":"6.09.VSB12C01","dimensions":{"Day of Occurence":"6","Month of Occurrence":"09","Statistic":"VSB12C01"},"observations":[["PERIOD","VALUE"],["2016",45],["2017",39],["2018",26],["2019",22]]}
+{"code":"6.10.VSB12C01","dimensions":{"Day of Occurence":"6","Month of Occurrence":"10","Statistic":"VSB12C01"},"observations":[["PERIOD","VALUE"],["2016",34],["2017",32],["2018",23],["2019",20]]}
+{"code":"6.11.VSB12C01","dimensions":{"Day of Occurence":"6","Month of Occurrence":"11","Statistic":"VSB12C01"},"observations":[["PERIOD","VALUE"],["2016",23],["2017",24],["2018",16],["2019",15]]}
+{"code":"6.12.VSB12C01","dimensions":{"Day of Occurence":"6","Month of Occurrence":"12","Statistic":"VSB12C01"},"observations":[["PERIOD","VALUE"],["2016",15],["2017",26],["2018",10],["2019",22]]}
+{"code":"7.-.VSB12C01","dimensions":{"Day of Occurence":"7","Month of Occurrence":"-","Statistic":"VSB12C01"},"observations":[["PERIOD","VALUE"],["2016",80],["2017",84],["2018",99],["2019",103]]}
+{"code":"7.01.VSB12C01","dimensions":{"Day of Occurence":"7","Month of Occurrence":"01","Statistic":"VSB12C01"},"observations":[["PERIOD","VALUE"],["2016",2],["2017",0],["2018",1],["2019",4]]}
+{"code":"7.02.VSB12C01","dimensions":{"Day of Occurence":"7","Month of Occurrence":"02","Statistic":"VSB12C01"},"observations":[["PERIOD","VALUE"],["2016",4],["2017",6],["2018",3],["2019",5]]}
+{"code":"7.03.VSB12C01","dimensions":{"Day of Occurence":"7","Month of Occurrence":"03","Statistic":"VSB12C01"},"observations":[["PERIOD","VALUE"],["2016",4],["2017",5],["2018",6],["2019",1]]}
+{"code":"7.04.VSB12C01","dimensions":{"Day of Occurence":"7","Month of Occurrence":"04","Statistic":"VSB12C01"},"observations":[["PERIOD","VALUE"],["2016",5],["2017",7],["2018",3],["2019",5]]}
+{"code":"7.05.VSB12C01","dimensions":{"Day of Occurence":"7","Month of Occurrence":"05","Statistic":"VSB12C01"},"observations":[["PERIOD","VALUE"],["2016",4],["2017",7],["2018",8],["2019",6]]}
+{"code":"7.06.VSB12C01","dimensions":{"Day of Occurence":"7","Month of Occurrence":"06","Statistic":"VSB12C01"},"observations":[["PERIOD","VALUE"],["2016",11],["2017",12],["2018",14],["2019",15]]}
+{"code":"7.07.VSB12C01","dimensions":{"Day of Occurence":"7","Month of Occurrence":"07","Statistic":"VSB12C01"},"observations":[["PERIOD","VALUE"],["2016",10],["2017",9],["2018",18],["2019",6]]}
+{"code":"7.08.VSB12C01","dimensions":{"Day of Occurence":"7","Month of Occurrence":"08","Statistic":"VSB12C01"},"observations":[["PERIOD","VALUE"],["2016",8],["2017",7],["2018",11],["2019",26]]}
+{"code":"7.09.VSB12C01","dimensions":{"Day of Occurence":"7","Month of Occurrence":"09","Statistic":"VSB12C01"},"observations":[["PERIOD","VALUE"],["2016",12],["2017",20],["2018",13],["2019",11]]}
+{"code":"7.10.VSB12C01","dimensions":{"Day of Occurence":"7","Month of Occurrence":"10","Statistic":"VSB12C01"},"observations":[["PERIOD","VALUE"],["2016",10],["2017",4],["2018",6],["2019",13]]}
+{"code":"7.11.VSB12C01","dimensions":{"Day of Occurence":"7","Month of Occurrence":"11","Statistic":"VSB12C01"},"observations":[["PERIOD","VALUE"],["2016",7],["2017",4],["2018",9],["2019",6]]}
+{"code":"7.12.VSB12C01","dimensions":{"Day of Occurence":"7","Month of Occurrence":"12","Statistic":"VSB12C01"},"observations":[["PERIOD","VALUE"],["2016",3],["2017",3],["2018",7],["2019",5]]}
diff --git a/category_tree.json b/category_tree.json
index 59f0e6688b1307615ef07c52298618aaef58a8dc..c6dcf405c200a50414e2c7e3b3a52b897b49499c 100644
--- a/category_tree.json
+++ b/category_tree.json
@@ -11733,30 +11733,6 @@
                 "code": "VSA74",
                 "name": "Marriages Registered by Age of Bride, Socio Economic Group and Year"
               },
-              {
-                "code": "VSA75",
-                "name": "Civil Partnerships by Area of Residence, Partnership and Year"
-              },
-              {
-                "code": "VSA76",
-                "name": "Civil Partnerships Registered by Sex, Previous Marital Status and Year"
-              },
-              {
-                "code": "VSA77",
-                "name": "Civil Partnerships Registered Average Age of Partner by Sex and Year"
-              },
-              {
-                "code": "VSA78",
-                "name": "Civil Partnerships Registered by Age of Older Partner, Relative Age of Younger Partner and Year"
-              },
-              {
-                "code": "VSA79",
-                "name": "Civil Partnerships Registered by Age of Older Male Partner, Relative Age of Younger Male Partner and Year"
-              },
-              {
-                "code": "VSA81",
-                "name": "Civil Partnerships Registered by Sex, Age Difference, Year and Statistic"
-              },
               {
                 "code": "VSA82",
                 "name": "Marriages Registered by Socio Economic Group of Bride, Socio Economic Group of Groom and Year"
@@ -11833,10 +11809,22 @@
                 "code": "VSB02",
                 "name": "Same Sex Marriages Registered by Age Group, Sex, Form of Ceremony, Year and Statistic"
               },
+              {
+                "code": "VSB03",
+                "name": "Same Sex Marriages by Occupational Group of older party, Occupational Group of younger party and Year"
+              },
               {
                 "code": "VSB04",
                 "name": "Same Sex Marriages by Age of Older Partner, Age of Younger Partner and Year"
               },
+              {
+                "code": "VSB05",
+                "name": "Same Sex Marriages by Age of Older Male Partner, Relative Age of Younger Male Partner and Year"
+              },
+              {
+                "code": "VSB06",
+                "name": "Same Sex Marriages by Age of Older Female Partner, Relative Age of Younger Female Partner and Year"
+              },
               {
                 "code": "VSB08",
                 "name": "Same Sex Marriages Celebrated by County and City, Form of Ceremony and Year"
@@ -11997,6 +11985,30 @@
                 "code": "VSA52",
                 "name": "Marriages Registered by Age Group, Bride and Groom, Socio Economic Group and Year"
               },
+              {
+                "code": "VSA75",
+                "name": "Civil Partnerships by Area of Residence, Partnership and Year"
+              },
+              {
+                "code": "VSA76",
+                "name": "Civil Partnerships Registered by Sex, Previous Marital Status and Year"
+              },
+              {
+                "code": "VSA77",
+                "name": "Civil Partnerships Registered Average Age of Partner by Sex and Year"
+              },
+              {
+                "code": "VSA78",
+                "name": "Civil Partnerships Registered by Age of Older Partner, Relative Age of Younger Partner and Year"
+              },
+              {
+                "code": "VSA79",
+                "name": "Civil Partnerships Registered by Age of Older Male Partner, Relative Age of Younger Male Partner and Year"
+              },
+              {
+                "code": "VSA81",
+                "name": "Civil Partnerships Registered by Sex, Age Difference, Year and Statistic"
+              },
               {
                 "code": "VSA93",
                 "name": "Births Within Marriage or Civil Partnership by Age of Mother at Maternity, Year of Marriage or Civil Partnership, Year and Statistic"
diff --git a/errors.json b/errors.json
index 6dd493a40fa8a2623962c71ff9e70b7fe642eaad..8134b310bcf2c17f49a41d53b87c212da740bb40 100644
--- a/errors.json
+++ b/errors.json
@@ -281,5 +281,5 @@
       "message": "\"dataset 'dataset': size 32240 is different from calculate size 35880 by dimension\""
     }
   ],
-  "nb_expected_datasets": 4745
+  "nb_expected_datasets": 4749
 }
\ No newline at end of file