diff --git a/data/data_packages/all_time_register/register_of_interests.parquet b/data/data_packages/all_time_register/register_of_interests.parquet
index 69b65556..d772518c 100644
Binary files a/data/data_packages/all_time_register/register_of_interests.parquet and b/data/data_packages/all_time_register/register_of_interests.parquet differ
diff --git a/data/data_packages/all_time_register/register_of_interests.resource.yaml b/data/data_packages/all_time_register/register_of_interests.resource.yaml
index 2a3fa295..a5814200 100644
--- a/data/data_packages/all_time_register/register_of_interests.resource.yaml
+++ b/data/data_packages/all_time_register/register_of_interests.resource.yaml
@@ -77,4 +77,4 @@ schema:
     constraints:
       unique: false
     example: ''
-hash: 1db4c5071cd4a2f90466c852d8f35492
+hash: 7aa812d6f3d6264de51f7a1b7e6c6f82
diff --git a/data/data_packages/latest_register/register_of_interests.parquet b/data/data_packages/latest_register/register_of_interests.parquet
index c835417a..f92611d0 100644
Binary files a/data/data_packages/latest_register/register_of_interests.parquet and b/data/data_packages/latest_register/register_of_interests.parquet differ
diff --git a/data/data_packages/latest_register/register_of_interests.resource.yaml b/data/data_packages/latest_register/register_of_interests.resource.yaml
index 20040564..80540c67 100644
--- a/data/data_packages/latest_register/register_of_interests.resource.yaml
+++ b/data/data_packages/latest_register/register_of_interests.resource.yaml
@@ -29,10 +29,10 @@ schema:
     constraints:
       unique: false
       enum:
-      - Visits outside the UK
+      - Miscellaneous
       - Gifts, benefits and hospitality from UK sources
       - Employment and earnings
-      - Miscellaneous
+      - Visits outside the UK
       - Family members employed and paid from parliamentary expenses
       - 'Land and property portfolio: (i) value over £100,000 and/or (ii) giving rental
         income of over £10,000 a year'
@@ -89,4 +89,4 @@ schema:
     constraints:
       unique: false
     example: ''
-hash: 88f8e001286de2623ea4f13c1cf0b299
+hash: 55964cd36063b55b7170b4d9d332ccf5
diff --git a/data/interim/nlp.cache.parquet b/data/interim/nlp.cache.parquet
index 419e29bd..d24a10af 100644
Binary files a/data/interim/nlp.cache.parquet and b/data/interim/nlp.cache.parquet differ
diff --git a/data/interim/processed_regmem.parquet b/data/interim/processed_regmem.parquet
index 69b65556..d772518c 100644
Binary files a/data/interim/processed_regmem.parquet and b/data/interim/processed_regmem.parquet differ
diff --git a/docs/_datasets/all_time_register/0.1.4.md b/docs/_datasets/all_time_register/0.1.4.md
index 1e7a7a64..20691d48 100644
--- a/docs/_datasets/all_time_register/0.1.4.md
+++ b/docs/_datasets/all_time_register/0.1.4.md
@@ -124,7 +124,7 @@ resources:
       constraints:
         unique: false
       example: ''
-  hash: 1db4c5071cd4a2f90466c852d8f35492
+  hash: 7aa812d6f3d6264de51f7a1b7e6c6f82
 full_version: 0.1.4
 permalink: /datasets/all_time_register/0_1_4
 ---
diff --git a/docs/_datasets/all_time_register/0.1.md b/docs/_datasets/all_time_register/0.1.md
index 66124bfd..0d3ada6d 100644
--- a/docs/_datasets/all_time_register/0.1.md
+++ b/docs/_datasets/all_time_register/0.1.md
@@ -124,7 +124,7 @@ resources:
       constraints:
         unique: false
       example: ''
-  hash: 1db4c5071cd4a2f90466c852d8f35492
+  hash: 7aa812d6f3d6264de51f7a1b7e6c6f82
 full_version: 0.1.4
 permalink: /datasets/all_time_register/0_1
 ---
diff --git a/docs/_datasets/all_time_register/0.md b/docs/_datasets/all_time_register/0.md
index 1fcde585..b82bb00d 100644
--- a/docs/_datasets/all_time_register/0.md
+++ b/docs/_datasets/all_time_register/0.md
@@ -124,7 +124,7 @@ resources:
       constraints:
         unique: false
       example: ''
-  hash: 1db4c5071cd4a2f90466c852d8f35492
+  hash: 7aa812d6f3d6264de51f7a1b7e6c6f82
 full_version: 0.1.4
 permalink: /datasets/all_time_register/0
 ---
diff --git a/docs/_datasets/all_time_register/latest.md b/docs/_datasets/all_time_register/latest.md
index bdf37eaf..c7cb3a2e 100644
--- a/docs/_datasets/all_time_register/latest.md
+++ b/docs/_datasets/all_time_register/latest.md
@@ -124,7 +124,7 @@ resources:
       constraints:
         unique: false
       example: ''
-  hash: 1db4c5071cd4a2f90466c852d8f35492
+  hash: 7aa812d6f3d6264de51f7a1b7e6c6f82
 full_version: 0.1.4
 permalink: /datasets/all_time_register/latest
 ---
diff --git a/docs/_datasets/latest_register/0.1.4.md b/docs/_datasets/latest_register/0.1.4.md
index 07e597dd..159fb786 100644
--- a/docs/_datasets/latest_register/0.1.4.md
+++ b/docs/_datasets/latest_register/0.1.4.md
@@ -76,10 +76,10 @@ resources:
       constraints:
         unique: false
         enum:
-        - Visits outside the UK
+        - Miscellaneous
         - Gifts, benefits and hospitality from UK sources
         - Employment and earnings
-        - Miscellaneous
+        - Visits outside the UK
         - Family members employed and paid from parliamentary expenses
         - 'Land and property portfolio: (i) value over £100,000 and/or (ii) giving
           rental income of over £10,000 a year'
@@ -138,7 +138,7 @@ resources:
       constraints:
         unique: false
       example: ''
-  hash: 88f8e001286de2623ea4f13c1cf0b299
+  hash: 55964cd36063b55b7170b4d9d332ccf5
 full_version: 0.1.4
 permalink: /datasets/latest_register/0_1_4
 ---
diff --git a/docs/_datasets/latest_register/0.1.md b/docs/_datasets/latest_register/0.1.md
index 3bcda85d..1bc6977b 100644
--- a/docs/_datasets/latest_register/0.1.md
+++ b/docs/_datasets/latest_register/0.1.md
@@ -76,10 +76,10 @@ resources:
       constraints:
         unique: false
         enum:
-        - Visits outside the UK
+        - Miscellaneous
         - Gifts, benefits and hospitality from UK sources
         - Employment and earnings
-        - Miscellaneous
+        - Visits outside the UK
         - Family members employed and paid from parliamentary expenses
         - 'Land and property portfolio: (i) value over £100,000 and/or (ii) giving
           rental income of over £10,000 a year'
@@ -138,7 +138,7 @@ resources:
       constraints:
         unique: false
       example: ''
-  hash: 88f8e001286de2623ea4f13c1cf0b299
+  hash: 55964cd36063b55b7170b4d9d332ccf5
 full_version: 0.1.4
 permalink: /datasets/latest_register/0_1
 ---
diff --git a/docs/_datasets/latest_register/0.md b/docs/_datasets/latest_register/0.md
index 5c56160d..9bfe2d0f 100644
--- a/docs/_datasets/latest_register/0.md
+++ b/docs/_datasets/latest_register/0.md
@@ -76,10 +76,10 @@ resources:
       constraints:
         unique: false
         enum:
-        - Visits outside the UK
+        - Miscellaneous
         - Gifts, benefits and hospitality from UK sources
         - Employment and earnings
-        - Miscellaneous
+        - Visits outside the UK
         - Family members employed and paid from parliamentary expenses
         - 'Land and property portfolio: (i) value over £100,000 and/or (ii) giving
           rental income of over £10,000 a year'
@@ -138,7 +138,7 @@ resources:
       constraints:
         unique: false
       example: ''
-  hash: 88f8e001286de2623ea4f13c1cf0b299
+  hash: 55964cd36063b55b7170b4d9d332ccf5
 full_version: 0.1.4
 permalink: /datasets/latest_register/0
 ---
diff --git a/docs/_datasets/latest_register/latest.md b/docs/_datasets/latest_register/latest.md
index aea36be2..4c5e0af2 100644
--- a/docs/_datasets/latest_register/latest.md
+++ b/docs/_datasets/latest_register/latest.md
@@ -76,10 +76,10 @@ resources:
       constraints:
         unique: false
         enum:
-        - Visits outside the UK
+        - Miscellaneous
         - Gifts, benefits and hospitality from UK sources
         - Employment and earnings
-        - Miscellaneous
+        - Visits outside the UK
         - Family members employed and paid from parliamentary expenses
         - 'Land and property portfolio: (i) value over £100,000 and/or (ii) giving
           rental income of over £10,000 a year'
@@ -138,7 +138,7 @@ resources:
       constraints:
         unique: false
       example: ''
-  hash: 88f8e001286de2623ea4f13c1cf0b299
+  hash: 55964cd36063b55b7170b4d9d332ccf5
 full_version: 0.1.4
 permalink: /datasets/latest_register/latest
 ---
diff --git a/docs/data/all_time_register/0.1.4/all_time_register.sqlite b/docs/data/all_time_register/0.1.4/all_time_register.sqlite
index 8d19e902..fdc8a613 100644
Binary files a/docs/data/all_time_register/0.1.4/all_time_register.sqlite and b/docs/data/all_time_register/0.1.4/all_time_register.sqlite differ
diff --git a/docs/data/all_time_register/0.1.4/all_time_register.xlsx b/docs/data/all_time_register/0.1.4/all_time_register.xlsx
index 57210294..3f396a72 100644
Binary files a/docs/data/all_time_register/0.1.4/all_time_register.xlsx and b/docs/data/all_time_register/0.1.4/all_time_register.xlsx differ
diff --git a/docs/data/all_time_register/0.1.4/datapackage.json b/docs/data/all_time_register/0.1.4/datapackage.json
index f07411ba..2fdf022f 100644
--- a/docs/data/all_time_register/0.1.4/datapackage.json
+++ b/docs/data/all_time_register/0.1.4/datapackage.json
@@ -175,7 +175,7 @@
                     }
                 ]
             },
-            "hash": "1db4c5071cd4a2f90466c852d8f35492"
+            "hash": "7aa812d6f3d6264de51f7a1b7e6c6f82"
         }
     ]
 }
\ No newline at end of file
diff --git a/docs/data/all_time_register/0.1.4/register_of_interests.parquet b/docs/data/all_time_register/0.1.4/register_of_interests.parquet
index 69b65556..d772518c 100644
Binary files a/docs/data/all_time_register/0.1.4/register_of_interests.parquet and b/docs/data/all_time_register/0.1.4/register_of_interests.parquet differ
diff --git a/docs/data/all_time_register/0.1/all_time_register.sqlite b/docs/data/all_time_register/0.1/all_time_register.sqlite
index 8d19e902..fdc8a613 100644
Binary files a/docs/data/all_time_register/0.1/all_time_register.sqlite and b/docs/data/all_time_register/0.1/all_time_register.sqlite differ
diff --git a/docs/data/all_time_register/0.1/all_time_register.xlsx b/docs/data/all_time_register/0.1/all_time_register.xlsx
index 57210294..3f396a72 100644
Binary files a/docs/data/all_time_register/0.1/all_time_register.xlsx and b/docs/data/all_time_register/0.1/all_time_register.xlsx differ
diff --git a/docs/data/all_time_register/0.1/datapackage.json b/docs/data/all_time_register/0.1/datapackage.json
index f07411ba..2fdf022f 100644
--- a/docs/data/all_time_register/0.1/datapackage.json
+++ b/docs/data/all_time_register/0.1/datapackage.json
@@ -175,7 +175,7 @@
                     }
                 ]
             },
-            "hash": "1db4c5071cd4a2f90466c852d8f35492"
+            "hash": "7aa812d6f3d6264de51f7a1b7e6c6f82"
         }
     ]
 }
\ No newline at end of file
diff --git a/docs/data/all_time_register/0.1/register_of_interests.parquet b/docs/data/all_time_register/0.1/register_of_interests.parquet
index 69b65556..d772518c 100644
Binary files a/docs/data/all_time_register/0.1/register_of_interests.parquet and b/docs/data/all_time_register/0.1/register_of_interests.parquet differ
diff --git a/docs/data/all_time_register/0/all_time_register.sqlite b/docs/data/all_time_register/0/all_time_register.sqlite
index 8d19e902..fdc8a613 100644
Binary files a/docs/data/all_time_register/0/all_time_register.sqlite and b/docs/data/all_time_register/0/all_time_register.sqlite differ
diff --git a/docs/data/all_time_register/0/all_time_register.xlsx b/docs/data/all_time_register/0/all_time_register.xlsx
index 57210294..3f396a72 100644
Binary files a/docs/data/all_time_register/0/all_time_register.xlsx and b/docs/data/all_time_register/0/all_time_register.xlsx differ
diff --git a/docs/data/all_time_register/0/datapackage.json b/docs/data/all_time_register/0/datapackage.json
index f07411ba..2fdf022f 100644
--- a/docs/data/all_time_register/0/datapackage.json
+++ b/docs/data/all_time_register/0/datapackage.json
@@ -175,7 +175,7 @@
                     }
                 ]
             },
-            "hash": "1db4c5071cd4a2f90466c852d8f35492"
+            "hash": "7aa812d6f3d6264de51f7a1b7e6c6f82"
         }
     ]
 }
\ No newline at end of file
diff --git a/docs/data/all_time_register/0/register_of_interests.parquet b/docs/data/all_time_register/0/register_of_interests.parquet
index 69b65556..d772518c 100644
Binary files a/docs/data/all_time_register/0/register_of_interests.parquet and b/docs/data/all_time_register/0/register_of_interests.parquet differ
diff --git a/docs/data/all_time_register/latest/all_time_register.sqlite b/docs/data/all_time_register/latest/all_time_register.sqlite
index 8d19e902..fdc8a613 100644
Binary files a/docs/data/all_time_register/latest/all_time_register.sqlite and b/docs/data/all_time_register/latest/all_time_register.sqlite differ
diff --git a/docs/data/all_time_register/latest/all_time_register.xlsx b/docs/data/all_time_register/latest/all_time_register.xlsx
index 57210294..3f396a72 100644
Binary files a/docs/data/all_time_register/latest/all_time_register.xlsx and b/docs/data/all_time_register/latest/all_time_register.xlsx differ
diff --git a/docs/data/all_time_register/latest/datapackage.json b/docs/data/all_time_register/latest/datapackage.json
index f07411ba..2fdf022f 100644
--- a/docs/data/all_time_register/latest/datapackage.json
+++ b/docs/data/all_time_register/latest/datapackage.json
@@ -175,7 +175,7 @@
                     }
                 ]
             },
-            "hash": "1db4c5071cd4a2f90466c852d8f35492"
+            "hash": "7aa812d6f3d6264de51f7a1b7e6c6f82"
         }
     ]
 }
\ No newline at end of file
diff --git a/docs/data/all_time_register/latest/register_of_interests.parquet b/docs/data/all_time_register/latest/register_of_interests.parquet
index 69b65556..d772518c 100644
Binary files a/docs/data/all_time_register/latest/register_of_interests.parquet and b/docs/data/all_time_register/latest/register_of_interests.parquet differ
diff --git a/docs/data/latest_register/0.1.4/datapackage.json b/docs/data/latest_register/0.1.4/datapackage.json
index bf0062d9..d307707c 100644
--- a/docs/data/latest_register/0.1.4/datapackage.json
+++ b/docs/data/latest_register/0.1.4/datapackage.json
@@ -100,10 +100,10 @@
                         "constraints": {
                             "unique": false,
                             "enum": [
-                                "Visits outside the UK",
+                                "Miscellaneous",
                                 "Gifts, benefits and hospitality from UK sources",
                                 "Employment and earnings",
-                                "Miscellaneous",
+                                "Visits outside the UK",
                                 "Family members employed and paid from parliamentary expenses",
                                 "Land and property portfolio: (i) value over \u00a3100,000 and/or (ii) giving rental income of over \u00a310,000 a year",
                                 "(ii) Other shareholdings, valued at more than \u00a370,000",
@@ -180,7 +180,7 @@
                     }
                 ]
             },
-            "hash": "88f8e001286de2623ea4f13c1cf0b299"
+            "hash": "55964cd36063b55b7170b4d9d332ccf5"
         }
     ]
 }
\ No newline at end of file
diff --git a/docs/data/latest_register/0.1.4/latest_register.sqlite b/docs/data/latest_register/0.1.4/latest_register.sqlite
index 636db715..8c642639 100644
Binary files a/docs/data/latest_register/0.1.4/latest_register.sqlite and b/docs/data/latest_register/0.1.4/latest_register.sqlite differ
diff --git a/docs/data/latest_register/0.1.4/latest_register.xlsx b/docs/data/latest_register/0.1.4/latest_register.xlsx
index b525fbfe..e47cfde8 100644
Binary files a/docs/data/latest_register/0.1.4/latest_register.xlsx and b/docs/data/latest_register/0.1.4/latest_register.xlsx differ
diff --git a/docs/data/latest_register/0.1.4/register_of_interests.parquet b/docs/data/latest_register/0.1.4/register_of_interests.parquet
index c835417a..f92611d0 100644
Binary files a/docs/data/latest_register/0.1.4/register_of_interests.parquet and b/docs/data/latest_register/0.1.4/register_of_interests.parquet differ
diff --git a/docs/data/latest_register/0.1/datapackage.json b/docs/data/latest_register/0.1/datapackage.json
index bf0062d9..d307707c 100644
--- a/docs/data/latest_register/0.1/datapackage.json
+++ b/docs/data/latest_register/0.1/datapackage.json
@@ -100,10 +100,10 @@
                         "constraints": {
                             "unique": false,
                             "enum": [
-                                "Visits outside the UK",
+                                "Miscellaneous",
                                 "Gifts, benefits and hospitality from UK sources",
                                 "Employment and earnings",
-                                "Miscellaneous",
+                                "Visits outside the UK",
                                 "Family members employed and paid from parliamentary expenses",
                                 "Land and property portfolio: (i) value over \u00a3100,000 and/or (ii) giving rental income of over \u00a310,000 a year",
                                 "(ii) Other shareholdings, valued at more than \u00a370,000",
@@ -180,7 +180,7 @@
                     }
                 ]
             },
-            "hash": "88f8e001286de2623ea4f13c1cf0b299"
+            "hash": "55964cd36063b55b7170b4d9d332ccf5"
         }
     ]
 }
\ No newline at end of file
diff --git a/docs/data/latest_register/0.1/latest_register.sqlite b/docs/data/latest_register/0.1/latest_register.sqlite
index 636db715..8c642639 100644
Binary files a/docs/data/latest_register/0.1/latest_register.sqlite and b/docs/data/latest_register/0.1/latest_register.sqlite differ
diff --git a/docs/data/latest_register/0.1/latest_register.xlsx b/docs/data/latest_register/0.1/latest_register.xlsx
index b525fbfe..e47cfde8 100644
Binary files a/docs/data/latest_register/0.1/latest_register.xlsx and b/docs/data/latest_register/0.1/latest_register.xlsx differ
diff --git a/docs/data/latest_register/0.1/register_of_interests.parquet b/docs/data/latest_register/0.1/register_of_interests.parquet
index c835417a..f92611d0 100644
Binary files a/docs/data/latest_register/0.1/register_of_interests.parquet and b/docs/data/latest_register/0.1/register_of_interests.parquet differ
diff --git a/docs/data/latest_register/0/datapackage.json b/docs/data/latest_register/0/datapackage.json
index bf0062d9..d307707c 100644
--- a/docs/data/latest_register/0/datapackage.json
+++ b/docs/data/latest_register/0/datapackage.json
@@ -100,10 +100,10 @@
                         "constraints": {
                             "unique": false,
                             "enum": [
-                                "Visits outside the UK",
+                                "Miscellaneous",
                                 "Gifts, benefits and hospitality from UK sources",
                                 "Employment and earnings",
-                                "Miscellaneous",
+                                "Visits outside the UK",
                                 "Family members employed and paid from parliamentary expenses",
                                 "Land and property portfolio: (i) value over \u00a3100,000 and/or (ii) giving rental income of over \u00a310,000 a year",
                                 "(ii) Other shareholdings, valued at more than \u00a370,000",
@@ -180,7 +180,7 @@
                     }
                 ]
             },
-            "hash": "88f8e001286de2623ea4f13c1cf0b299"
+            "hash": "55964cd36063b55b7170b4d9d332ccf5"
         }
     ]
 }
\ No newline at end of file
diff --git a/docs/data/latest_register/0/latest_register.sqlite b/docs/data/latest_register/0/latest_register.sqlite
index 636db715..8c642639 100644
Binary files a/docs/data/latest_register/0/latest_register.sqlite and b/docs/data/latest_register/0/latest_register.sqlite differ
diff --git a/docs/data/latest_register/0/latest_register.xlsx b/docs/data/latest_register/0/latest_register.xlsx
index b525fbfe..e47cfde8 100644
Binary files a/docs/data/latest_register/0/latest_register.xlsx and b/docs/data/latest_register/0/latest_register.xlsx differ
diff --git a/docs/data/latest_register/0/register_of_interests.parquet b/docs/data/latest_register/0/register_of_interests.parquet
index c835417a..f92611d0 100644
Binary files a/docs/data/latest_register/0/register_of_interests.parquet and b/docs/data/latest_register/0/register_of_interests.parquet differ
diff --git a/docs/data/latest_register/latest/datapackage.json b/docs/data/latest_register/latest/datapackage.json
index bf0062d9..d307707c 100644
--- a/docs/data/latest_register/latest/datapackage.json
+++ b/docs/data/latest_register/latest/datapackage.json
@@ -100,10 +100,10 @@
                         "constraints": {
                             "unique": false,
                             "enum": [
-                                "Visits outside the UK",
+                                "Miscellaneous",
                                 "Gifts, benefits and hospitality from UK sources",
                                 "Employment and earnings",
-                                "Miscellaneous",
+                                "Visits outside the UK",
                                 "Family members employed and paid from parliamentary expenses",
                                 "Land and property portfolio: (i) value over \u00a3100,000 and/or (ii) giving rental income of over \u00a310,000 a year",
                                 "(ii) Other shareholdings, valued at more than \u00a370,000",
@@ -180,7 +180,7 @@
                     }
                 ]
             },
-            "hash": "88f8e001286de2623ea4f13c1cf0b299"
+            "hash": "55964cd36063b55b7170b4d9d332ccf5"
         }
     ]
 }
\ No newline at end of file
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index 636db715..8c642639 100644
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