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 9d3a8c39..def37765 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 b51177b4..feb3fca6 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: 4524ce2a250a790d57980fd9c8f0eff6
+hash: 741ce9c91c021fb33deda688ec8e9233
diff --git a/data/data_packages/latest_register/register_of_interests.parquet b/data/data_packages/latest_register/register_of_interests.parquet
index 4e622f71..a1f95b69 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 552fd531..c14cf190 100644
--- a/data/data_packages/latest_register/register_of_interests.resource.yaml
+++ b/data/data_packages/latest_register/register_of_interests.resource.yaml
@@ -29,9 +29,9 @@ schema:
     constraints:
       unique: false
       enum:
+      - Visits outside the UK
       - 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'
@@ -90,4 +90,4 @@ schema:
     constraints:
       unique: false
     example: ''
-hash: ec5c740a7fe976a7b04bf4ecba33c745
+hash: 585f3a43be9c4d3ae22bf5af51693136
diff --git a/data/interim/nlp.cache.parquet b/data/interim/nlp.cache.parquet
index bed25dd4..26a9b35d 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 9d3a8c39..def37765 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 439f9eb9..92a8e4ae 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: 4524ce2a250a790d57980fd9c8f0eff6
+  hash: 741ce9c91c021fb33deda688ec8e9233
 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 b759b120..350b8ce7 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: 4524ce2a250a790d57980fd9c8f0eff6
+  hash: 741ce9c91c021fb33deda688ec8e9233
 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 0d7c2520..ce9ba4bb 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: 4524ce2a250a790d57980fd9c8f0eff6
+  hash: 741ce9c91c021fb33deda688ec8e9233
 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 2077bdea..af387c7f 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: 4524ce2a250a790d57980fd9c8f0eff6
+  hash: 741ce9c91c021fb33deda688ec8e9233
 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 fff58eea..c743370d 100644
--- a/docs/_datasets/latest_register/0.1.4.md
+++ b/docs/_datasets/latest_register/0.1.4.md
@@ -76,9 +76,9 @@ resources:
       constraints:
         unique: false
         enum:
+        - Visits outside the UK
         - 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: ec5c740a7fe976a7b04bf4ecba33c745
+  hash: 585f3a43be9c4d3ae22bf5af51693136
 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 7f98a66c..59c76146 100644
--- a/docs/_datasets/latest_register/0.1.md
+++ b/docs/_datasets/latest_register/0.1.md
@@ -76,9 +76,9 @@ resources:
       constraints:
         unique: false
         enum:
+        - Visits outside the UK
         - 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: ec5c740a7fe976a7b04bf4ecba33c745
+  hash: 585f3a43be9c4d3ae22bf5af51693136
 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 fd0dd0bd..2a7adf24 100644
--- a/docs/_datasets/latest_register/0.md
+++ b/docs/_datasets/latest_register/0.md
@@ -76,9 +76,9 @@ resources:
       constraints:
         unique: false
         enum:
+        - Visits outside the UK
         - 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: ec5c740a7fe976a7b04bf4ecba33c745
+  hash: 585f3a43be9c4d3ae22bf5af51693136
 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 a76839f1..ba507264 100644
--- a/docs/_datasets/latest_register/latest.md
+++ b/docs/_datasets/latest_register/latest.md
@@ -76,9 +76,9 @@ resources:
       constraints:
         unique: false
         enum:
+        - Visits outside the UK
         - 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: ec5c740a7fe976a7b04bf4ecba33c745
+  hash: 585f3a43be9c4d3ae22bf5af51693136
 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 dc54cce1..a23c5148 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 282fc724..fa5a9f0e 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 7471fb44..c0e373ec 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": "4524ce2a250a790d57980fd9c8f0eff6"
+            "hash": "741ce9c91c021fb33deda688ec8e9233"
         }
     ]
 }
\ 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 9d3a8c39..def37765 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 dc54cce1..a23c5148 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 282fc724..fa5a9f0e 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 7471fb44..c0e373ec 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": "4524ce2a250a790d57980fd9c8f0eff6"
+            "hash": "741ce9c91c021fb33deda688ec8e9233"
         }
     ]
 }
\ 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 9d3a8c39..def37765 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 dc54cce1..a23c5148 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 282fc724..fa5a9f0e 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 7471fb44..c0e373ec 100644
--- a/docs/data/all_time_register/0/datapackage.json
+++ b/docs/data/all_time_register/0/datapackage.json
@@ -175,7 +175,7 @@
                     }
                 ]
             },
-            "hash": "4524ce2a250a790d57980fd9c8f0eff6"
+            "hash": "741ce9c91c021fb33deda688ec8e9233"
         }
     ]
 }
\ 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 9d3a8c39..def37765 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 dc54cce1..a23c5148 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 282fc724..fa5a9f0e 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 7471fb44..c0e373ec 100644
--- a/docs/data/all_time_register/latest/datapackage.json
+++ b/docs/data/all_time_register/latest/datapackage.json
@@ -175,7 +175,7 @@
                     }
                 ]
             },
-            "hash": "4524ce2a250a790d57980fd9c8f0eff6"
+            "hash": "741ce9c91c021fb33deda688ec8e9233"
         }
     ]
 }
\ 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 9d3a8c39..def37765 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 e42ad3d2..83e132a2 100644
--- a/docs/data/latest_register/0.1.4/datapackage.json
+++ b/docs/data/latest_register/0.1.4/datapackage.json
@@ -100,9 +100,9 @@
                         "constraints": {
                             "unique": false,
                             "enum": [
+                                "Visits outside the UK",
                                 "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",
                                 "Gifts, benefits and hospitality from UK sources",
@@ -180,7 +180,7 @@
                     }
                 ]
             },
-            "hash": "ec5c740a7fe976a7b04bf4ecba33c745"
+            "hash": "585f3a43be9c4d3ae22bf5af51693136"
         }
     ]
 }
\ 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 65dc562f..59f871ef 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 1684f8a4..57a133d9 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 4e622f71..a1f95b69 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 e42ad3d2..83e132a2 100644
--- a/docs/data/latest_register/0.1/datapackage.json
+++ b/docs/data/latest_register/0.1/datapackage.json
@@ -100,9 +100,9 @@
                         "constraints": {
                             "unique": false,
                             "enum": [
+                                "Visits outside the UK",
                                 "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",
                                 "Gifts, benefits and hospitality from UK sources",
@@ -180,7 +180,7 @@
                     }
                 ]
             },
-            "hash": "ec5c740a7fe976a7b04bf4ecba33c745"
+            "hash": "585f3a43be9c4d3ae22bf5af51693136"
         }
     ]
 }
\ 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 65dc562f..59f871ef 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 1684f8a4..57a133d9 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 4e622f71..a1f95b69 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 e42ad3d2..83e132a2 100644
--- a/docs/data/latest_register/0/datapackage.json
+++ b/docs/data/latest_register/0/datapackage.json
@@ -100,9 +100,9 @@
                         "constraints": {
                             "unique": false,
                             "enum": [
+                                "Visits outside the UK",
                                 "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",
                                 "Gifts, benefits and hospitality from UK sources",
@@ -180,7 +180,7 @@
                     }
                 ]
             },
-            "hash": "ec5c740a7fe976a7b04bf4ecba33c745"
+            "hash": "585f3a43be9c4d3ae22bf5af51693136"
         }
     ]
 }
\ 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 65dc562f..59f871ef 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 1684f8a4..57a133d9 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 4e622f71..a1f95b69 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 e42ad3d2..83e132a2 100644
--- a/docs/data/latest_register/latest/datapackage.json
+++ b/docs/data/latest_register/latest/datapackage.json
@@ -100,9 +100,9 @@
                         "constraints": {
                             "unique": false,
                             "enum": [
+                                "Visits outside the UK",
                                 "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",
                                 "Gifts, benefits and hospitality from UK sources",
@@ -180,7 +180,7 @@
                     }
                 ]
             },
-            "hash": "ec5c740a7fe976a7b04bf4ecba33c745"
+            "hash": "585f3a43be9c4d3ae22bf5af51693136"
         }
     ]
 }
\ No newline at end of file
diff --git a/docs/data/latest_register/latest/latest_register.sqlite b/docs/data/latest_register/latest/latest_register.sqlite
index 65dc562f..59f871ef 100644
Binary files a/docs/data/latest_register/latest/latest_register.sqlite and b/docs/data/latest_register/latest/latest_register.sqlite differ
diff --git a/docs/data/latest_register/latest/latest_register.xlsx b/docs/data/latest_register/latest/latest_register.xlsx
index 1684f8a4..57a133d9 100644
Binary files a/docs/data/latest_register/latest/latest_register.xlsx and b/docs/data/latest_register/latest/latest_register.xlsx differ
diff --git a/docs/data/latest_register/latest/register_of_interests.parquet b/docs/data/latest_register/latest/register_of_interests.parquet
index 4e622f71..a1f95b69 100644
Binary files a/docs/data/latest_register/latest/register_of_interests.parquet and b/docs/data/latest_register/latest/register_of_interests.parquet differ