diff --git a/data/us/legislature/A-Drew-Ferguson-IV-cf441c62-91b4-52f5-b9c7-04a45290e5e4.yml b/data/us/legislature/A-Drew-Ferguson-IV-cf441c62-91b4-52f5-b9c7-04a45290e5e4.yml
index 669ed43e09..32fd59227d 100644
--- a/data/us/legislature/A-Drew-Ferguson-IV-cf441c62-91b4-52f5-b9c7-04a45290e5e4.yml
+++ b/data/us/legislature/A-Drew-Ferguson-IV-cf441c62-91b4-52f5-b9c7-04a45290e5e4.yml
@@ -8,7 +8,7 @@ birth_date: 1966-11-15
 image: https://theunitedstates.io/images/congress/450x550/F000465.jpg
 party:
 - start_date: '2017-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2017-01-03'
@@ -27,7 +27,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: GA-3
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: GA-3
diff --git a/data/us/legislature/Aaron-Bean-a5212de0-6253-5b67-8473-2b00d1f22da6.yml b/data/us/legislature/Aaron-Bean-a5212de0-6253-5b67-8473-2b00d1f22da6.yml
index a6f450beb6..0310e172c5 100644
--- a/data/us/legislature/Aaron-Bean-a5212de0-6253-5b67-8473-2b00d1f22da6.yml
+++ b/data/us/legislature/Aaron-Bean-a5212de0-6253-5b67-8473-2b00d1f22da6.yml
@@ -8,11 +8,11 @@ birth_date: 1967-01-25
 image: https://theunitedstates.io/images/congress/450x550/B001314.jpg
 party:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: FL-4
diff --git a/data/us/legislature/Abigail-Davis-Spanberger-d1b6eea9-e526-593d-b87a-0e926c3f2303.yml b/data/us/legislature/Abigail-Davis-Spanberger-d1b6eea9-e526-593d-b87a-0e926c3f2303.yml
index 8504ff97fd..152eeba69b 100644
--- a/data/us/legislature/Abigail-Davis-Spanberger-d1b6eea9-e526-593d-b87a-0e926c3f2303.yml
+++ b/data/us/legislature/Abigail-Davis-Spanberger-d1b6eea9-e526-593d-b87a-0e926c3f2303.yml
@@ -8,7 +8,7 @@ birth_date: 1979-08-07
 image: https://theunitedstates.io/images/congress/450x550/S001209.jpg
 party:
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2019-01-03'
@@ -22,7 +22,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: VA-7
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: VA-7
diff --git a/data/us/legislature/Adam-B-Schiff-c5a3238c-f36a-5b17-af62-ca6dcce0b91d.yml b/data/us/legislature/Adam-B-Schiff-c5a3238c-f36a-5b17-af62-ca6dcce0b91d.yml
index c4ee57a236..3a2c83eaaa 100644
--- a/data/us/legislature/Adam-B-Schiff-c5a3238c-f36a-5b17-af62-ca6dcce0b91d.yml
+++ b/data/us/legislature/Adam-B-Schiff-c5a3238c-f36a-5b17-af62-ca6dcce0b91d.yml
@@ -8,7 +8,7 @@ birth_date: 1960-06-22
 image: https://theunitedstates.io/images/congress/450x550/S001150.jpg
 party:
 - start_date: '2001-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2001-01-03'
@@ -67,7 +67,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-28
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-30
diff --git a/data/us/legislature/Adam-Smith-55a28978-7661-5a33-a2be-a505a07e2a8e.yml b/data/us/legislature/Adam-Smith-55a28978-7661-5a33-a2be-a505a07e2a8e.yml
index 0b39d1f002..c63953fc2d 100644
--- a/data/us/legislature/Adam-Smith-55a28978-7661-5a33-a2be-a505a07e2a8e.yml
+++ b/data/us/legislature/Adam-Smith-55a28978-7661-5a33-a2be-a505a07e2a8e.yml
@@ -7,7 +7,7 @@ birth_date: 1965-06-15
 image: https://theunitedstates.io/images/congress/450x550/S000510.jpg
 party:
 - start_date: '1997-01-07'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '1997-01-07'
@@ -76,7 +76,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: WA-9
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: WA-9
diff --git a/data/us/legislature/Adrian-Smith-39f36070-b860-5345-a3cc-ea7fdbf7dfb3.yml b/data/us/legislature/Adrian-Smith-39f36070-b860-5345-a3cc-ea7fdbf7dfb3.yml
index f744bd4244..206a96bcd0 100644
--- a/data/us/legislature/Adrian-Smith-39f36070-b860-5345-a3cc-ea7fdbf7dfb3.yml
+++ b/data/us/legislature/Adrian-Smith-39f36070-b860-5345-a3cc-ea7fdbf7dfb3.yml
@@ -7,7 +7,7 @@ birth_date: 1970-12-19
 image: https://theunitedstates.io/images/congress/450x550/S001172.jpg
 party:
 - start_date: '2007-01-04'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2007-01-04'
@@ -51,7 +51,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NE-3
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NE-3
diff --git a/data/us/legislature/Adriano-Espaillat-0d73f18d-36c1-526d-9d5c-5a0a63ff60af.yml b/data/us/legislature/Adriano-Espaillat-0d73f18d-36c1-526d-9d5c-5a0a63ff60af.yml
index 8a90e8d280..ef24e85dfd 100644
--- a/data/us/legislature/Adriano-Espaillat-0d73f18d-36c1-526d-9d5c-5a0a63ff60af.yml
+++ b/data/us/legislature/Adriano-Espaillat-0d73f18d-36c1-526d-9d5c-5a0a63ff60af.yml
@@ -7,7 +7,7 @@ birth_date: 1954-09-27
 image: https://theunitedstates.io/images/congress/450x550/E000297.jpg
 party:
 - start_date: '2017-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2017-01-03'
@@ -26,7 +26,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NY-13
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NY-13
diff --git a/data/us/legislature/Al-Green-2ad84a53-f957-5a9c-861b-413aac608201.yml b/data/us/legislature/Al-Green-2ad84a53-f957-5a9c-861b-413aac608201.yml
index 288f84f16e..ecd53e21df 100644
--- a/data/us/legislature/Al-Green-2ad84a53-f957-5a9c-861b-413aac608201.yml
+++ b/data/us/legislature/Al-Green-2ad84a53-f957-5a9c-861b-413aac608201.yml
@@ -7,7 +7,7 @@ birth_date: 1947-09-01
 image: https://theunitedstates.io/images/congress/450x550/G000553.jpg
 party:
 - start_date: '2005-01-04'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2005-01-04'
@@ -56,7 +56,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: TX-9
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: TX-9
diff --git a/data/us/legislature/Alexander-X-Mooney-1b959af6-5bbc-5e3b-855f-9a140244c31c.yml b/data/us/legislature/Alexander-X-Mooney-1b959af6-5bbc-5e3b-855f-9a140244c31c.yml
index 5e26b977d6..b9bf48f3c1 100644
--- a/data/us/legislature/Alexander-X-Mooney-1b959af6-5bbc-5e3b-855f-9a140244c31c.yml
+++ b/data/us/legislature/Alexander-X-Mooney-1b959af6-5bbc-5e3b-855f-9a140244c31c.yml
@@ -8,7 +8,7 @@ birth_date: 1971-06-05
 image: https://theunitedstates.io/images/congress/450x550/M001195.jpg
 party:
 - start_date: '2015-01-06'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2015-01-06'
@@ -32,7 +32,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: WV-2
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: WV-2
diff --git a/data/us/legislature/Alexandria-Ocasio-Cortez-d2a8d710-a781-5a40-b6f2-e46bffcf40d2.yml b/data/us/legislature/Alexandria-Ocasio-Cortez-d2a8d710-a781-5a40-b6f2-e46bffcf40d2.yml
index beb1483b12..1c0aa3270e 100644
--- a/data/us/legislature/Alexandria-Ocasio-Cortez-d2a8d710-a781-5a40-b6f2-e46bffcf40d2.yml
+++ b/data/us/legislature/Alexandria-Ocasio-Cortez-d2a8d710-a781-5a40-b6f2-e46bffcf40d2.yml
@@ -7,7 +7,7 @@ birth_date: 1989-10-13
 image: https://theunitedstates.io/images/congress/450x550/O000172.jpg
 party:
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2019-01-03'
@@ -21,7 +21,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NY-14
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NY-14
diff --git a/data/us/legislature/Alma-S-Adams-76bfaf2b-8259-5f56-bce9-d1c8cd6c780d.yml b/data/us/legislature/Alma-S-Adams-76bfaf2b-8259-5f56-bce9-d1c8cd6c780d.yml
index 78793c1ae0..801b6a8548 100644
--- a/data/us/legislature/Alma-S-Adams-76bfaf2b-8259-5f56-bce9-d1c8cd6c780d.yml
+++ b/data/us/legislature/Alma-S-Adams-76bfaf2b-8259-5f56-bce9-d1c8cd6c780d.yml
@@ -8,7 +8,7 @@ birth_date: 1946-05-27
 image: https://theunitedstates.io/images/congress/450x550/A000370.jpg
 party:
 - start_date: '2014-11-12'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2014-11-12'
@@ -37,7 +37,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NC-12
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NC-12
diff --git a/data/us/legislature/Ami-Bera-79c4f42e-4775-5ed0-a7e1-d0c942ce6c34.yml b/data/us/legislature/Ami-Bera-79c4f42e-4775-5ed0-a7e1-d0c942ce6c34.yml
index bdb303134f..8e3022fa65 100644
--- a/data/us/legislature/Ami-Bera-79c4f42e-4775-5ed0-a7e1-d0c942ce6c34.yml
+++ b/data/us/legislature/Ami-Bera-79c4f42e-4775-5ed0-a7e1-d0c942ce6c34.yml
@@ -7,7 +7,7 @@ birth_date: 1965-03-02
 image: https://theunitedstates.io/images/congress/450x550/B001287.jpg
 party:
 - start_date: '2013-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2013-01-03'
@@ -36,7 +36,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-7
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-6
diff --git a/data/us/legislature/Amy-Klobuchar-2722e0b1-650d-5f77-a348-f7f0d66aa3e2.yml b/data/us/legislature/Amy-Klobuchar-2722e0b1-650d-5f77-a348-f7f0d66aa3e2.yml
index 6c1b4d317a..d583b38c9f 100644
--- a/data/us/legislature/Amy-Klobuchar-2722e0b1-650d-5f77-a348-f7f0d66aa3e2.yml
+++ b/data/us/legislature/Amy-Klobuchar-2722e0b1-650d-5f77-a348-f7f0d66aa3e2.yml
@@ -8,7 +8,7 @@ birth_date: 1960-05-25
 image: https://theunitedstates.io/images/congress/450x550/K000367.jpg
 party:
 - start_date: '2007-01-04'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2007-01-04'
@@ -22,7 +22,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: Minnesota
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: upper
   jurisdiction: ocd-jurisdiction/country:us/government
   district: Minnesota
diff --git a/data/us/legislature/Andr-Carson-ef4b4ed3-1808-548d-8625-2cea913c2e4a.yml b/data/us/legislature/Andr-Carson-ef4b4ed3-1808-548d-8625-2cea913c2e4a.yml
index c477fbf45c..44328d2705 100644
--- a/data/us/legislature/Andr-Carson-ef4b4ed3-1808-548d-8625-2cea913c2e4a.yml
+++ b/data/us/legislature/Andr-Carson-ef4b4ed3-1808-548d-8625-2cea913c2e4a.yml
@@ -7,7 +7,7 @@ birth_date: 1974-10-16
 image: https://theunitedstates.io/images/congress/450x550/C001072.jpg
 party:
 - start_date: '2008-03-13'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2008-03-13'
@@ -51,7 +51,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: IN-7
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: IN-7
diff --git a/data/us/legislature/Andrea-Salinas-54f931b7-9a94-5c93-8585-0967370ffb86.yml b/data/us/legislature/Andrea-Salinas-54f931b7-9a94-5c93-8585-0967370ffb86.yml
index b11238981b..d1dcec5689 100644
--- a/data/us/legislature/Andrea-Salinas-54f931b7-9a94-5c93-8585-0967370ffb86.yml
+++ b/data/us/legislature/Andrea-Salinas-54f931b7-9a94-5c93-8585-0967370ffb86.yml
@@ -8,11 +8,11 @@ birth_date: 1969-12-06
 image: https://theunitedstates.io/images/congress/450x550/S001226.jpg
 party:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: OR-6
diff --git a/data/us/legislature/Andrew-Ogles-5916e23e-c486-5d60-88c8-56bb65c23763.yml b/data/us/legislature/Andrew-Ogles-5916e23e-c486-5d60-88c8-56bb65c23763.yml
index ed216e810b..aa32ebc585 100644
--- a/data/us/legislature/Andrew-Ogles-5916e23e-c486-5d60-88c8-56bb65c23763.yml
+++ b/data/us/legislature/Andrew-Ogles-5916e23e-c486-5d60-88c8-56bb65c23763.yml
@@ -7,11 +7,11 @@ birth_date: 1971-06-18
 image: https://theunitedstates.io/images/congress/450x550/O000175.jpg
 party:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: TN-5
diff --git a/data/us/legislature/Andrew-R-Garbarino-4ec1dbc4-ea21-5f61-92b1-fa55b47a4c61.yml b/data/us/legislature/Andrew-R-Garbarino-4ec1dbc4-ea21-5f61-92b1-fa55b47a4c61.yml
index 6274c0fd66..56f90b0d68 100644
--- a/data/us/legislature/Andrew-R-Garbarino-4ec1dbc4-ea21-5f61-92b1-fa55b47a4c61.yml
+++ b/data/us/legislature/Andrew-R-Garbarino-4ec1dbc4-ea21-5f61-92b1-fa55b47a4c61.yml
@@ -8,7 +8,7 @@ birth_date: 1984-09-27
 image: https://theunitedstates.io/images/congress/450x550/G000597.jpg
 party:
 - start_date: '2021-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2021-01-03'
@@ -17,7 +17,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NY-2
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NY-2
diff --git a/data/us/legislature/Andrew-S-Clyde-0dbe5471-29ea-5c84-8270-f55fee08d118.yml b/data/us/legislature/Andrew-S-Clyde-0dbe5471-29ea-5c84-8270-f55fee08d118.yml
index 43885733e8..c0fda888ab 100644
--- a/data/us/legislature/Andrew-S-Clyde-0dbe5471-29ea-5c84-8270-f55fee08d118.yml
+++ b/data/us/legislature/Andrew-S-Clyde-0dbe5471-29ea-5c84-8270-f55fee08d118.yml
@@ -8,7 +8,7 @@ birth_date: 1963-11-22
 image: https://theunitedstates.io/images/congress/450x550/C001116.jpg
 party:
 - start_date: '2021-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2021-01-03'
@@ -17,7 +17,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: GA-9
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: GA-9
diff --git a/data/us/legislature/Andy-Barr-fe2fa2c7-83de-5bf2-b602-6ca9f7fc8a6f.yml b/data/us/legislature/Andy-Barr-fe2fa2c7-83de-5bf2-b602-6ca9f7fc8a6f.yml
index 112cc82e55..df00bbd5e9 100644
--- a/data/us/legislature/Andy-Barr-fe2fa2c7-83de-5bf2-b602-6ca9f7fc8a6f.yml
+++ b/data/us/legislature/Andy-Barr-fe2fa2c7-83de-5bf2-b602-6ca9f7fc8a6f.yml
@@ -7,7 +7,7 @@ birth_date: 1973-07-24
 image: https://theunitedstates.io/images/congress/450x550/B001282.jpg
 party:
 - start_date: '2013-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2013-01-03'
@@ -36,7 +36,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: KY-6
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: KY-6
diff --git a/data/us/legislature/Andy-Biggs-86b4b077-b73b-579b-bb73-bc5a4a73719a.yml b/data/us/legislature/Andy-Biggs-86b4b077-b73b-579b-bb73-bc5a4a73719a.yml
index 2bbbff3951..0ee094a3bc 100644
--- a/data/us/legislature/Andy-Biggs-86b4b077-b73b-579b-bb73-bc5a4a73719a.yml
+++ b/data/us/legislature/Andy-Biggs-86b4b077-b73b-579b-bb73-bc5a4a73719a.yml
@@ -7,7 +7,7 @@ birth_date: 1958-11-07
 image: https://theunitedstates.io/images/congress/450x550/B001302.jpg
 party:
 - start_date: '2017-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2017-01-03'
@@ -26,7 +26,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: AZ-5
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: AZ-5
diff --git a/data/us/legislature/Andy-Harris-74a68d2f-f563-50d8-80a7-408346b8ba14.yml b/data/us/legislature/Andy-Harris-74a68d2f-f563-50d8-80a7-408346b8ba14.yml
index 0753086dc1..08cd3c8216 100644
--- a/data/us/legislature/Andy-Harris-74a68d2f-f563-50d8-80a7-408346b8ba14.yml
+++ b/data/us/legislature/Andy-Harris-74a68d2f-f563-50d8-80a7-408346b8ba14.yml
@@ -7,7 +7,7 @@ birth_date: 1957-01-25
 image: https://theunitedstates.io/images/congress/450x550/H001052.jpg
 party:
 - start_date: '2011-01-05'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2011-01-05'
@@ -41,7 +41,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MD-1
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MD-1
diff --git a/data/us/legislature/Andy-Kim-62227c11-1ad4-5395-b233-f1f526efc5b4.yml b/data/us/legislature/Andy-Kim-62227c11-1ad4-5395-b233-f1f526efc5b4.yml
index c63c690650..0ecd9f1b13 100644
--- a/data/us/legislature/Andy-Kim-62227c11-1ad4-5395-b233-f1f526efc5b4.yml
+++ b/data/us/legislature/Andy-Kim-62227c11-1ad4-5395-b233-f1f526efc5b4.yml
@@ -7,7 +7,7 @@ birth_date: 1982-07-12
 image: https://theunitedstates.io/images/congress/450x550/K000394.jpg
 party:
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2019-01-03'
@@ -21,7 +21,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NJ-3
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NJ-3
diff --git a/data/us/legislature/Angie-Craig-6b47c0e2-77d5-5126-b7a5-82bea8fb9c67.yml b/data/us/legislature/Angie-Craig-6b47c0e2-77d5-5126-b7a5-82bea8fb9c67.yml
index 5f4a03c551..9747d35cda 100644
--- a/data/us/legislature/Angie-Craig-6b47c0e2-77d5-5126-b7a5-82bea8fb9c67.yml
+++ b/data/us/legislature/Angie-Craig-6b47c0e2-77d5-5126-b7a5-82bea8fb9c67.yml
@@ -7,7 +7,7 @@ birth_date: 1972-02-14
 image: https://theunitedstates.io/images/congress/450x550/C001119.jpg
 party:
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2019-01-03'
@@ -21,7 +21,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MN-2
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MN-2
diff --git a/data/us/legislature/Angus-S-King-Jr-273dd641-da15-5fc0-bdc9-496cc9b65fbd.yml b/data/us/legislature/Angus-S-King-Jr-273dd641-da15-5fc0-bdc9-496cc9b65fbd.yml
index 5a361f2c15..63508363d1 100644
--- a/data/us/legislature/Angus-S-King-Jr-273dd641-da15-5fc0-bdc9-496cc9b65fbd.yml
+++ b/data/us/legislature/Angus-S-King-Jr-273dd641-da15-5fc0-bdc9-496cc9b65fbd.yml
@@ -8,7 +8,7 @@ birth_date: 1944-03-31
 image: https://theunitedstates.io/images/congress/450x550/K000383.jpg
 party:
 - start_date: '2013-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Independent
 roles:
 - start_date: '2013-01-03'
@@ -17,7 +17,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: Maine
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: upper
   jurisdiction: ocd-jurisdiction/country:us/government
   district: Maine
diff --git a/data/us/legislature/Ann-M-Kuster-7ed34023-b42f-57bc-af69-b36a680122f2.yml b/data/us/legislature/Ann-M-Kuster-7ed34023-b42f-57bc-af69-b36a680122f2.yml
index e7ffde9406..d2bee4e538 100644
--- a/data/us/legislature/Ann-M-Kuster-7ed34023-b42f-57bc-af69-b36a680122f2.yml
+++ b/data/us/legislature/Ann-M-Kuster-7ed34023-b42f-57bc-af69-b36a680122f2.yml
@@ -8,7 +8,7 @@ birth_date: 1956-09-05
 image: https://theunitedstates.io/images/congress/450x550/K000382.jpg
 party:
 - start_date: '2013-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2013-01-03'
@@ -37,7 +37,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NH-2
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NH-2
diff --git a/data/us/legislature/Ann-Wagner-12958b9f-2301-5bdb-bf13-81b3de147574.yml b/data/us/legislature/Ann-Wagner-12958b9f-2301-5bdb-bf13-81b3de147574.yml
index daca55a95f..e1dbb3b1f1 100644
--- a/data/us/legislature/Ann-Wagner-12958b9f-2301-5bdb-bf13-81b3de147574.yml
+++ b/data/us/legislature/Ann-Wagner-12958b9f-2301-5bdb-bf13-81b3de147574.yml
@@ -7,7 +7,7 @@ birth_date: 1962-09-13
 image: https://theunitedstates.io/images/congress/450x550/W000812.jpg
 party:
 - start_date: '2013-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2013-01-03'
@@ -36,7 +36,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MO-2
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MO-2
diff --git a/data/us/legislature/Anna-G-Eshoo-047b7a92-9713-54e5-8429-bcd2214908c7.yml b/data/us/legislature/Anna-G-Eshoo-047b7a92-9713-54e5-8429-bcd2214908c7.yml
index 2a369f85a9..2b139385e6 100644
--- a/data/us/legislature/Anna-G-Eshoo-047b7a92-9713-54e5-8429-bcd2214908c7.yml
+++ b/data/us/legislature/Anna-G-Eshoo-047b7a92-9713-54e5-8429-bcd2214908c7.yml
@@ -8,7 +8,7 @@ birth_date: 1942-12-13
 image: https://theunitedstates.io/images/congress/450x550/E000215.jpg
 party:
 - start_date: '1993-01-05'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '1993-01-05'
@@ -87,7 +87,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-18
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-16
diff --git a/data/us/legislature/Anna-Paulina-Luna-d18ec0cb-328b-54c8-8785-5f924799f5fe.yml b/data/us/legislature/Anna-Paulina-Luna-d18ec0cb-328b-54c8-8785-5f924799f5fe.yml
index f2b9a1b980..b9d0a0c565 100644
--- a/data/us/legislature/Anna-Paulina-Luna-d18ec0cb-328b-54c8-8785-5f924799f5fe.yml
+++ b/data/us/legislature/Anna-Paulina-Luna-d18ec0cb-328b-54c8-8785-5f924799f5fe.yml
@@ -8,11 +8,11 @@ birth_date: 1989-05-06
 image: https://theunitedstates.io/images/congress/450x550/L000596.jpg
 party:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: FL-13
diff --git a/data/us/legislature/Anthony-DEsposito-e024e123-9750-5f4e-bc3d-6d892218868d.yml b/data/us/legislature/Anthony-DEsposito-e024e123-9750-5f4e-bc3d-6d892218868d.yml
index 9c524bef0c..133ea7f02b 100644
--- a/data/us/legislature/Anthony-DEsposito-e024e123-9750-5f4e-bc3d-6d892218868d.yml
+++ b/data/us/legislature/Anthony-DEsposito-e024e123-9750-5f4e-bc3d-6d892218868d.yml
@@ -8,11 +8,11 @@ birth_date: 1982-02-22
 image: https://theunitedstates.io/images/congress/450x550/D000632.jpg
 party:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NY-4
diff --git a/data/us/legislature/Ashley-Hinson-50705d33-6967-5424-8f57-7df22ecbc6e6.yml b/data/us/legislature/Ashley-Hinson-50705d33-6967-5424-8f57-7df22ecbc6e6.yml
index cdbd5af22a..949aaf3fb7 100644
--- a/data/us/legislature/Ashley-Hinson-50705d33-6967-5424-8f57-7df22ecbc6e6.yml
+++ b/data/us/legislature/Ashley-Hinson-50705d33-6967-5424-8f57-7df22ecbc6e6.yml
@@ -7,7 +7,7 @@ birth_date: 1983-06-27
 image: https://theunitedstates.io/images/congress/450x550/H001091.jpg
 party:
 - start_date: '2021-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2021-01-03'
@@ -16,7 +16,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: IA-1
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: IA-2
diff --git a/data/us/legislature/August-Pfluger-2519c079-f97e-532b-b53e-167398fd7398.yml b/data/us/legislature/August-Pfluger-2519c079-f97e-532b-b53e-167398fd7398.yml
index bd453c4a34..84a726c2fa 100644
--- a/data/us/legislature/August-Pfluger-2519c079-f97e-532b-b53e-167398fd7398.yml
+++ b/data/us/legislature/August-Pfluger-2519c079-f97e-532b-b53e-167398fd7398.yml
@@ -8,7 +8,7 @@ birth_date: 1978-12-28
 image: https://theunitedstates.io/images/congress/450x550/P000048.jpg
 party:
 - start_date: '2021-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2021-01-03'
@@ -17,7 +17,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: TX-11
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: TX-11
diff --git a/data/us/legislature/Aumua-Amata-Coleman-Radewagen-eb3fa86b-690c-5cc0-8f5e-54af60f28a06.yml b/data/us/legislature/Aumua-Amata-Coleman-Radewagen-eb3fa86b-690c-5cc0-8f5e-54af60f28a06.yml
index 940c258486..614be0f10e 100644
--- a/data/us/legislature/Aumua-Amata-Coleman-Radewagen-eb3fa86b-690c-5cc0-8f5e-54af60f28a06.yml
+++ b/data/us/legislature/Aumua-Amata-Coleman-Radewagen-eb3fa86b-690c-5cc0-8f5e-54af60f28a06.yml
@@ -8,7 +8,7 @@ birth_date: 1947-12-29
 image: https://theunitedstates.io/images/congress/450x550/R000600.jpg
 party:
 - start_date: '2015-01-06'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2015-01-06'
@@ -32,7 +32,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: AS-AL
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: AS-AL
diff --git a/data/us/legislature/Austin-Scott-20c33933-79f5-58d1-834c-60779932257e.yml b/data/us/legislature/Austin-Scott-20c33933-79f5-58d1-834c-60779932257e.yml
index 8486471045..fb8193d649 100644
--- a/data/us/legislature/Austin-Scott-20c33933-79f5-58d1-834c-60779932257e.yml
+++ b/data/us/legislature/Austin-Scott-20c33933-79f5-58d1-834c-60779932257e.yml
@@ -7,7 +7,7 @@ birth_date: 1969-12-10
 image: https://theunitedstates.io/images/congress/450x550/S001189.jpg
 party:
 - start_date: '2011-01-05'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2011-01-05'
@@ -41,7 +41,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: GA-8
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: GA-8
diff --git a/data/us/legislature/Ayanna-Pressley-ab80da0d-902f-5d28-b765-1885853182bd.yml b/data/us/legislature/Ayanna-Pressley-ab80da0d-902f-5d28-b765-1885853182bd.yml
index 11c41b3acb..c2d1e89959 100644
--- a/data/us/legislature/Ayanna-Pressley-ab80da0d-902f-5d28-b765-1885853182bd.yml
+++ b/data/us/legislature/Ayanna-Pressley-ab80da0d-902f-5d28-b765-1885853182bd.yml
@@ -7,7 +7,7 @@ birth_date: 1974-02-03
 image: https://theunitedstates.io/images/congress/450x550/P000617.jpg
 party:
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2019-01-03'
@@ -21,7 +21,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MA-7
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MA-7
diff --git a/data/us/legislature/Barbara-Lee-3cbc3ca2-4447-50e2-abed-ba3fe86569d8.yml b/data/us/legislature/Barbara-Lee-3cbc3ca2-4447-50e2-abed-ba3fe86569d8.yml
index 83c5322219..1e57ad60ad 100644
--- a/data/us/legislature/Barbara-Lee-3cbc3ca2-4447-50e2-abed-ba3fe86569d8.yml
+++ b/data/us/legislature/Barbara-Lee-3cbc3ca2-4447-50e2-abed-ba3fe86569d8.yml
@@ -7,7 +7,7 @@ birth_date: 1946-07-16
 image: https://theunitedstates.io/images/congress/450x550/L000551.jpg
 party:
 - start_date: '1998-04-07'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '1998-04-07'
@@ -76,7 +76,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-13
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-12
diff --git a/data/us/legislature/Barry-Loudermilk-13e07344-3cec-5f29-a27b-2dd6979dbeb5.yml b/data/us/legislature/Barry-Loudermilk-13e07344-3cec-5f29-a27b-2dd6979dbeb5.yml
index 813ec81e5f..c27d49ec9f 100644
--- a/data/us/legislature/Barry-Loudermilk-13e07344-3cec-5f29-a27b-2dd6979dbeb5.yml
+++ b/data/us/legislature/Barry-Loudermilk-13e07344-3cec-5f29-a27b-2dd6979dbeb5.yml
@@ -7,7 +7,7 @@ birth_date: 1963-12-22
 image: https://theunitedstates.io/images/congress/450x550/L000583.jpg
 party:
 - start_date: '2015-01-06'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2015-01-06'
@@ -31,7 +31,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: GA-11
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: GA-11
diff --git a/data/us/legislature/Barry-Moore-b242258c-669a-53a7-be30-5f529f03398e.yml b/data/us/legislature/Barry-Moore-b242258c-669a-53a7-be30-5f529f03398e.yml
index 440b2cbed5..ec29b40eeb 100644
--- a/data/us/legislature/Barry-Moore-b242258c-669a-53a7-be30-5f529f03398e.yml
+++ b/data/us/legislature/Barry-Moore-b242258c-669a-53a7-be30-5f529f03398e.yml
@@ -7,7 +7,7 @@ birth_date: 1966-09-26
 image: https://theunitedstates.io/images/congress/450x550/M001212.jpg
 party:
 - start_date: '2021-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2021-01-03'
@@ -16,7 +16,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: AL-2
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: AL-2
diff --git a/data/us/legislature/Becca-Balint-510c6c69-df0f-5b09-b4c7-066256ace832.yml b/data/us/legislature/Becca-Balint-510c6c69-df0f-5b09-b4c7-066256ace832.yml
index 2c1223a775..1226aae1db 100644
--- a/data/us/legislature/Becca-Balint-510c6c69-df0f-5b09-b4c7-066256ace832.yml
+++ b/data/us/legislature/Becca-Balint-510c6c69-df0f-5b09-b4c7-066256ace832.yml
@@ -8,11 +8,11 @@ birth_date: 1968-05-04
 image: https://theunitedstates.io/images/congress/450x550/B001318.jpg
 party:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: VT-AL
diff --git a/data/us/legislature/Ben-Cline-bb0d60f6-19a4-5229-a67d-a1d428e7c0b2.yml b/data/us/legislature/Ben-Cline-bb0d60f6-19a4-5229-a67d-a1d428e7c0b2.yml
index 2b6cc3ec58..95f4754e59 100644
--- a/data/us/legislature/Ben-Cline-bb0d60f6-19a4-5229-a67d-a1d428e7c0b2.yml
+++ b/data/us/legislature/Ben-Cline-bb0d60f6-19a4-5229-a67d-a1d428e7c0b2.yml
@@ -7,7 +7,7 @@ birth_date: 1972-02-29
 image: https://theunitedstates.io/images/congress/450x550/C001118.jpg
 party:
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2019-01-03'
@@ -21,7 +21,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: VA-6
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: VA-6
diff --git a/data/us/legislature/Benjamin-L-Cardin-18b53a95-c658-5a23-8c3e-074a7e0d27e3.yml b/data/us/legislature/Benjamin-L-Cardin-18b53a95-c658-5a23-8c3e-074a7e0d27e3.yml
index d36afac3ba..a8b1ab3a6b 100644
--- a/data/us/legislature/Benjamin-L-Cardin-18b53a95-c658-5a23-8c3e-074a7e0d27e3.yml
+++ b/data/us/legislature/Benjamin-L-Cardin-18b53a95-c658-5a23-8c3e-074a7e0d27e3.yml
@@ -8,7 +8,7 @@ birth_date: 1943-10-05
 image: https://theunitedstates.io/images/congress/450x550/C000141.jpg
 party:
 - start_date: '1987-01-06'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '1987-01-06'
@@ -72,7 +72,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: Maryland
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: upper
   jurisdiction: ocd-jurisdiction/country:us/government
   district: Maryland
diff --git a/data/us/legislature/Bennie-G-Thompson-c171d352-db84-5c96-8260-1fcd7eab2575.yml b/data/us/legislature/Bennie-G-Thompson-c171d352-db84-5c96-8260-1fcd7eab2575.yml
index b17dfb0da6..b7ceeda2da 100644
--- a/data/us/legislature/Bennie-G-Thompson-c171d352-db84-5c96-8260-1fcd7eab2575.yml
+++ b/data/us/legislature/Bennie-G-Thompson-c171d352-db84-5c96-8260-1fcd7eab2575.yml
@@ -8,7 +8,7 @@ birth_date: 1948-01-28
 image: https://theunitedstates.io/images/congress/450x550/T000193.jpg
 party:
 - start_date: '1993-04-13'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '1993-04-13'
@@ -87,7 +87,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MS-2
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MS-2
diff --git a/data/us/legislature/Bernard-Sanders-a1ec37b6-9f54-529a-8165-ff96e9d8d93e.yml b/data/us/legislature/Bernard-Sanders-a1ec37b6-9f54-529a-8165-ff96e9d8d93e.yml
index df35118780..37bc1c69ae 100644
--- a/data/us/legislature/Bernard-Sanders-a1ec37b6-9f54-529a-8165-ff96e9d8d93e.yml
+++ b/data/us/legislature/Bernard-Sanders-a1ec37b6-9f54-529a-8165-ff96e9d8d93e.yml
@@ -7,7 +7,7 @@ birth_date: 1941-09-08
 image: https://theunitedstates.io/images/congress/450x550/S000033.jpg
 party:
 - start_date: '1991-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Independent
 roles:
 - start_date: '1991-01-03'
@@ -61,7 +61,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: Vermont
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: upper
   jurisdiction: ocd-jurisdiction/country:us/government
   district: Vermont
diff --git a/data/us/legislature/Beth-Van-Duyne-861bd195-d8aa-5e72-9699-4f5ad3d5e499.yml b/data/us/legislature/Beth-Van-Duyne-861bd195-d8aa-5e72-9699-4f5ad3d5e499.yml
index 150c0b76ec..8c80c9bc35 100644
--- a/data/us/legislature/Beth-Van-Duyne-861bd195-d8aa-5e72-9699-4f5ad3d5e499.yml
+++ b/data/us/legislature/Beth-Van-Duyne-861bd195-d8aa-5e72-9699-4f5ad3d5e499.yml
@@ -8,7 +8,7 @@ birth_date: 1970-11-16
 image: https://theunitedstates.io/images/congress/450x550/V000134.jpg
 party:
 - start_date: '2021-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2021-01-03'
@@ -17,7 +17,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: TX-24
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: TX-24
diff --git a/data/us/legislature/Betty-McCollum-61c4224a-c1d6-5739-bca6-0db7e58d84bd.yml b/data/us/legislature/Betty-McCollum-61c4224a-c1d6-5739-bca6-0db7e58d84bd.yml
index 37882a4ce4..ffdad875ca 100644
--- a/data/us/legislature/Betty-McCollum-61c4224a-c1d6-5739-bca6-0db7e58d84bd.yml
+++ b/data/us/legislature/Betty-McCollum-61c4224a-c1d6-5739-bca6-0db7e58d84bd.yml
@@ -8,7 +8,7 @@ birth_date: 1954-07-12
 image: https://theunitedstates.io/images/congress/450x550/M001143.jpg
 party:
 - start_date: '2001-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2001-01-03'
@@ -67,7 +67,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MN-4
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MN-4
diff --git a/data/us/legislature/Bill-Foster-a512ad2f-4554-5b04-a00b-1de672f9099a.yml b/data/us/legislature/Bill-Foster-a512ad2f-4554-5b04-a00b-1de672f9099a.yml
index b2082d2f75..c7a55b8dc3 100644
--- a/data/us/legislature/Bill-Foster-a512ad2f-4554-5b04-a00b-1de672f9099a.yml
+++ b/data/us/legislature/Bill-Foster-a512ad2f-4554-5b04-a00b-1de672f9099a.yml
@@ -7,7 +7,7 @@ birth_date: 1955-10-07
 image: https://theunitedstates.io/images/congress/450x550/F000454.jpg
 party:
 - start_date: '2008-03-08'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2008-03-08'
@@ -46,7 +46,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: IL-11
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: IL-11
diff --git a/data/us/legislature/Bill-Huizenga-ce06af2e-4591-560d-8f14-8f1817c9ad1f.yml b/data/us/legislature/Bill-Huizenga-ce06af2e-4591-560d-8f14-8f1817c9ad1f.yml
index 589e3ad65b..fc88c91d30 100644
--- a/data/us/legislature/Bill-Huizenga-ce06af2e-4591-560d-8f14-8f1817c9ad1f.yml
+++ b/data/us/legislature/Bill-Huizenga-ce06af2e-4591-560d-8f14-8f1817c9ad1f.yml
@@ -7,7 +7,7 @@ birth_date: 1969-01-31
 image: https://theunitedstates.io/images/congress/450x550/H001058.jpg
 party:
 - start_date: '2011-01-05'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2011-01-05'
@@ -41,7 +41,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MI-2
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MI-4
diff --git a/data/us/legislature/Bill-Pascrell-Jr-bff03292-2b2c-55fc-aa20-83dce2fccd77.yml b/data/us/legislature/Bill-Pascrell-Jr-bff03292-2b2c-55fc-aa20-83dce2fccd77.yml
index 34c23d83ad..c3b370d700 100644
--- a/data/us/legislature/Bill-Pascrell-Jr-bff03292-2b2c-55fc-aa20-83dce2fccd77.yml
+++ b/data/us/legislature/Bill-Pascrell-Jr-bff03292-2b2c-55fc-aa20-83dce2fccd77.yml
@@ -8,7 +8,7 @@ birth_date: 1937-01-25
 image: https://theunitedstates.io/images/congress/450x550/P000096.jpg
 party:
 - start_date: '1997-01-07'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '1997-01-07'
@@ -77,7 +77,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NJ-9
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NJ-9
diff --git a/data/us/legislature/Bill-Posey-40abdb56-d1b4-54a3-bc53-b586f8c06ac3.yml b/data/us/legislature/Bill-Posey-40abdb56-d1b4-54a3-bc53-b586f8c06ac3.yml
index a03cdf70a3..7464c9de3a 100644
--- a/data/us/legislature/Bill-Posey-40abdb56-d1b4-54a3-bc53-b586f8c06ac3.yml
+++ b/data/us/legislature/Bill-Posey-40abdb56-d1b4-54a3-bc53-b586f8c06ac3.yml
@@ -7,7 +7,7 @@ birth_date: 1947-12-18
 image: https://theunitedstates.io/images/congress/450x550/P000599.jpg
 party:
 - start_date: '2009-01-06'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2009-01-06'
@@ -46,7 +46,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: FL-8
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: FL-8
diff --git a/data/us/legislature/Blaine-Luetkemeyer-686325e7-8dc3-587d-9ee1-e0ad14202350.yml b/data/us/legislature/Blaine-Luetkemeyer-686325e7-8dc3-587d-9ee1-e0ad14202350.yml
index 03efa29f2e..b05859b07d 100644
--- a/data/us/legislature/Blaine-Luetkemeyer-686325e7-8dc3-587d-9ee1-e0ad14202350.yml
+++ b/data/us/legislature/Blaine-Luetkemeyer-686325e7-8dc3-587d-9ee1-e0ad14202350.yml
@@ -7,7 +7,7 @@ birth_date: 1952-05-07
 image: https://theunitedstates.io/images/congress/450x550/L000569.jpg
 party:
 - start_date: '2009-01-06'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2009-01-06'
@@ -46,7 +46,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MO-3
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MO-3
diff --git a/data/us/legislature/Blake-D-Moore-3854aa11-1cec-58f6-8e90-c721a0db3525.yml b/data/us/legislature/Blake-D-Moore-3854aa11-1cec-58f6-8e90-c721a0db3525.yml
index 5feed3ef70..9c177c9a65 100644
--- a/data/us/legislature/Blake-D-Moore-3854aa11-1cec-58f6-8e90-c721a0db3525.yml
+++ b/data/us/legislature/Blake-D-Moore-3854aa11-1cec-58f6-8e90-c721a0db3525.yml
@@ -8,7 +8,7 @@ birth_date: 1980-06-22
 image: https://theunitedstates.io/images/congress/450x550/M001213.jpg
 party:
 - start_date: '2021-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2021-01-03'
@@ -17,7 +17,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: UT-1
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: UT-1
diff --git a/data/us/legislature/Bob-Good-e53e5a13-c82a-5208-96d0-f6769c0d8a67.yml b/data/us/legislature/Bob-Good-e53e5a13-c82a-5208-96d0-f6769c0d8a67.yml
index b92c5586d1..29fdd3487f 100644
--- a/data/us/legislature/Bob-Good-e53e5a13-c82a-5208-96d0-f6769c0d8a67.yml
+++ b/data/us/legislature/Bob-Good-e53e5a13-c82a-5208-96d0-f6769c0d8a67.yml
@@ -8,7 +8,7 @@ birth_date: 1965-09-11
 image: https://theunitedstates.io/images/congress/450x550/G000595.jpg
 party:
 - start_date: '2021-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2021-01-03'
@@ -17,7 +17,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: VA-5
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: VA-5
diff --git a/data/us/legislature/Bonnie-Watson-Coleman-ff55ab02-9d61-544c-8f4d-710a09d8f5db.yml b/data/us/legislature/Bonnie-Watson-Coleman-ff55ab02-9d61-544c-8f4d-710a09d8f5db.yml
index 823232b251..dbf5fd84c5 100644
--- a/data/us/legislature/Bonnie-Watson-Coleman-ff55ab02-9d61-544c-8f4d-710a09d8f5db.yml
+++ b/data/us/legislature/Bonnie-Watson-Coleman-ff55ab02-9d61-544c-8f4d-710a09d8f5db.yml
@@ -7,7 +7,7 @@ birth_date: 1945-02-06
 image: https://theunitedstates.io/images/congress/450x550/W000822.jpg
 party:
 - start_date: '2015-01-06'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2015-01-06'
@@ -31,7 +31,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NJ-12
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NJ-12
diff --git a/data/us/legislature/Brad-Finstad-bc26b71a-566f-57fd-9d5b-23bc27e4c4a4.yml b/data/us/legislature/Brad-Finstad-bc26b71a-566f-57fd-9d5b-23bc27e4c4a4.yml
index 0c430754f6..61925eab3c 100644
--- a/data/us/legislature/Brad-Finstad-bc26b71a-566f-57fd-9d5b-23bc27e4c4a4.yml
+++ b/data/us/legislature/Brad-Finstad-bc26b71a-566f-57fd-9d5b-23bc27e4c4a4.yml
@@ -7,7 +7,7 @@ birth_date: 1976-05-30
 image: https://theunitedstates.io/images/congress/450x550/F000475.jpg
 party:
 - start_date: '2022-08-12'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2022-08-12'
@@ -16,7 +16,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MN-1
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MN-1
diff --git a/data/us/legislature/Brad-R-Wenstrup-717ac307-3248-5726-bdcf-de58d683943f.yml b/data/us/legislature/Brad-R-Wenstrup-717ac307-3248-5726-bdcf-de58d683943f.yml
index b56559ec50..0bc816958e 100644
--- a/data/us/legislature/Brad-R-Wenstrup-717ac307-3248-5726-bdcf-de58d683943f.yml
+++ b/data/us/legislature/Brad-R-Wenstrup-717ac307-3248-5726-bdcf-de58d683943f.yml
@@ -8,7 +8,7 @@ birth_date: 1958-06-17
 image: https://theunitedstates.io/images/congress/450x550/W000815.jpg
 party:
 - start_date: '2013-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2013-01-03'
@@ -37,7 +37,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: OH-2
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: OH-2
diff --git a/data/us/legislature/Brad-Sherman-4015098b-d823-5776-9b47-ceb09bf523a9.yml b/data/us/legislature/Brad-Sherman-4015098b-d823-5776-9b47-ceb09bf523a9.yml
index 362f364c78..24d65b321c 100644
--- a/data/us/legislature/Brad-Sherman-4015098b-d823-5776-9b47-ceb09bf523a9.yml
+++ b/data/us/legislature/Brad-Sherman-4015098b-d823-5776-9b47-ceb09bf523a9.yml
@@ -8,7 +8,7 @@ birth_date: 1954-10-24
 image: https://theunitedstates.io/images/congress/450x550/S000344.jpg
 party:
 - start_date: '1997-01-07'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '1997-01-07'
@@ -77,7 +77,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-30
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-32
diff --git a/data/us/legislature/Bradley-Scott-Schneider-a3c68bbd-f241-52c8-a7e9-7f340f316b7a.yml b/data/us/legislature/Bradley-Scott-Schneider-a3c68bbd-f241-52c8-a7e9-7f340f316b7a.yml
index 076189da31..7463b78e54 100644
--- a/data/us/legislature/Bradley-Scott-Schneider-a3c68bbd-f241-52c8-a7e9-7f340f316b7a.yml
+++ b/data/us/legislature/Bradley-Scott-Schneider-a3c68bbd-f241-52c8-a7e9-7f340f316b7a.yml
@@ -8,7 +8,7 @@ birth_date: 1961-08-20
 image: https://theunitedstates.io/images/congress/450x550/S001190.jpg
 party:
 - start_date: '2013-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2013-01-03'
@@ -32,7 +32,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: IL-10
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: IL-10
diff --git a/data/us/legislature/Brandon-Williams-4b5ef955-4806-51d0-83f3-177000f67b3c.yml b/data/us/legislature/Brandon-Williams-4b5ef955-4806-51d0-83f3-177000f67b3c.yml
index e4778ae66a..6562dec3f0 100644
--- a/data/us/legislature/Brandon-Williams-4b5ef955-4806-51d0-83f3-177000f67b3c.yml
+++ b/data/us/legislature/Brandon-Williams-4b5ef955-4806-51d0-83f3-177000f67b3c.yml
@@ -8,11 +8,11 @@ birth_date: 1967-05-22
 image: https://theunitedstates.io/images/congress/450x550/W000828.jpg
 party:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NY-22
diff --git a/data/us/legislature/Brendan-F-Boyle-d1509871-89c0-5f39-bc3d-b55e444e3909.yml b/data/us/legislature/Brendan-F-Boyle-d1509871-89c0-5f39-bc3d-b55e444e3909.yml
index 55dde85eb3..384c540526 100644
--- a/data/us/legislature/Brendan-F-Boyle-d1509871-89c0-5f39-bc3d-b55e444e3909.yml
+++ b/data/us/legislature/Brendan-F-Boyle-d1509871-89c0-5f39-bc3d-b55e444e3909.yml
@@ -8,7 +8,7 @@ birth_date: 1977-02-06
 image: https://theunitedstates.io/images/congress/450x550/B001296.jpg
 party:
 - start_date: '2015-01-06'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2015-01-06'
@@ -32,7 +32,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: PA-2
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: PA-2
diff --git a/data/us/legislature/Brett-Guthrie-a7ba76d3-828f-52bd-9b30-cdbacf0af2b8.yml b/data/us/legislature/Brett-Guthrie-a7ba76d3-828f-52bd-9b30-cdbacf0af2b8.yml
index b4a27e09cc..0eaf3c081e 100644
--- a/data/us/legislature/Brett-Guthrie-a7ba76d3-828f-52bd-9b30-cdbacf0af2b8.yml
+++ b/data/us/legislature/Brett-Guthrie-a7ba76d3-828f-52bd-9b30-cdbacf0af2b8.yml
@@ -7,7 +7,7 @@ birth_date: 1964-02-18
 image: https://theunitedstates.io/images/congress/450x550/G000558.jpg
 party:
 - start_date: '2009-01-06'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2009-01-06'
@@ -46,7 +46,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: KY-2
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: KY-2
diff --git a/data/us/legislature/Brian-Babin-e1f14f02-810c-52c5-8ad5-b2744b95a069.yml b/data/us/legislature/Brian-Babin-e1f14f02-810c-52c5-8ad5-b2744b95a069.yml
index 82fd7f2de4..6f0e68cc9b 100644
--- a/data/us/legislature/Brian-Babin-e1f14f02-810c-52c5-8ad5-b2744b95a069.yml
+++ b/data/us/legislature/Brian-Babin-e1f14f02-810c-52c5-8ad5-b2744b95a069.yml
@@ -7,7 +7,7 @@ birth_date: 1948-03-23
 image: https://theunitedstates.io/images/congress/450x550/B001291.jpg
 party:
 - start_date: '2015-01-06'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2015-01-06'
@@ -31,7 +31,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: TX-36
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: TX-36
diff --git a/data/us/legislature/Brian-J-Mast-e7b50abf-92e8-56f1-a5f7-7db9a63fb43f.yml b/data/us/legislature/Brian-J-Mast-e7b50abf-92e8-56f1-a5f7-7db9a63fb43f.yml
index 481badb839..bca2ace21b 100644
--- a/data/us/legislature/Brian-J-Mast-e7b50abf-92e8-56f1-a5f7-7db9a63fb43f.yml
+++ b/data/us/legislature/Brian-J-Mast-e7b50abf-92e8-56f1-a5f7-7db9a63fb43f.yml
@@ -8,7 +8,7 @@ birth_date: 1980-07-10
 image: https://theunitedstates.io/images/congress/450x550/M001199.jpg
 party:
 - start_date: '2017-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2017-01-03'
@@ -27,7 +27,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: FL-18
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: FL-21
diff --git a/data/us/legislature/Brian-K-Fitzpatrick-a6a4c673-58ba-587b-b36b-7a559c379f23.yml b/data/us/legislature/Brian-K-Fitzpatrick-a6a4c673-58ba-587b-b36b-7a559c379f23.yml
index 4eb06ae916..167bb093b3 100644
--- a/data/us/legislature/Brian-K-Fitzpatrick-a6a4c673-58ba-587b-b36b-7a559c379f23.yml
+++ b/data/us/legislature/Brian-K-Fitzpatrick-a6a4c673-58ba-587b-b36b-7a559c379f23.yml
@@ -8,7 +8,7 @@ birth_date: 1973-12-17
 image: https://theunitedstates.io/images/congress/450x550/F000466.jpg
 party:
 - start_date: '2017-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2017-01-03'
@@ -27,7 +27,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: PA-1
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: PA-1
diff --git a/data/us/legislature/Brittany-Pettersen-4f00239f-feef-59fa-87de-5a62e277bb5f.yml b/data/us/legislature/Brittany-Pettersen-4f00239f-feef-59fa-87de-5a62e277bb5f.yml
index 4476fd4aca..8b97ce506f 100644
--- a/data/us/legislature/Brittany-Pettersen-4f00239f-feef-59fa-87de-5a62e277bb5f.yml
+++ b/data/us/legislature/Brittany-Pettersen-4f00239f-feef-59fa-87de-5a62e277bb5f.yml
@@ -8,11 +8,11 @@ birth_date: 1981-12-06
 image: https://theunitedstates.io/images/congress/450x550/P000620.jpg
 party:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CO-7
diff --git a/data/us/legislature/Bruce-Westerman-c46204bc-8484-585e-91de-6053bd3c3cbc.yml b/data/us/legislature/Bruce-Westerman-c46204bc-8484-585e-91de-6053bd3c3cbc.yml
index 453349b6cb..9cb54b2ed4 100644
--- a/data/us/legislature/Bruce-Westerman-c46204bc-8484-585e-91de-6053bd3c3cbc.yml
+++ b/data/us/legislature/Bruce-Westerman-c46204bc-8484-585e-91de-6053bd3c3cbc.yml
@@ -7,7 +7,7 @@ birth_date: 1967-11-18
 image: https://theunitedstates.io/images/congress/450x550/W000821.jpg
 party:
 - start_date: '2015-01-06'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2015-01-06'
@@ -31,7 +31,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: AR-4
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: AR-4
diff --git a/data/us/legislature/Bryan-Steil-3203c6f1-12ea-59aa-aeb4-9faa94e04f17.yml b/data/us/legislature/Bryan-Steil-3203c6f1-12ea-59aa-aeb4-9faa94e04f17.yml
index a89a378ab8..18b434d87f 100644
--- a/data/us/legislature/Bryan-Steil-3203c6f1-12ea-59aa-aeb4-9faa94e04f17.yml
+++ b/data/us/legislature/Bryan-Steil-3203c6f1-12ea-59aa-aeb4-9faa94e04f17.yml
@@ -7,7 +7,7 @@ birth_date: 1981-03-30
 image: https://theunitedstates.io/images/congress/450x550/S001213.jpg
 party:
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2019-01-03'
@@ -21,7 +21,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: WI-1
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: WI-1
diff --git a/data/us/legislature/Burgess-Owens-f5c47b2f-8eb9-51f9-b403-d41b5bdcd229.yml b/data/us/legislature/Burgess-Owens-f5c47b2f-8eb9-51f9-b403-d41b5bdcd229.yml
index c4eca0ba16..6adb92594f 100644
--- a/data/us/legislature/Burgess-Owens-f5c47b2f-8eb9-51f9-b403-d41b5bdcd229.yml
+++ b/data/us/legislature/Burgess-Owens-f5c47b2f-8eb9-51f9-b403-d41b5bdcd229.yml
@@ -7,7 +7,7 @@ birth_date: 1951-08-02
 image: https://theunitedstates.io/images/congress/450x550/O000086.jpg
 party:
 - start_date: '2021-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2021-01-03'
@@ -16,7 +16,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: UT-4
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: UT-4
diff --git a/data/us/legislature/Byron-Donalds-c281df65-bcd6-5f42-860c-874e38bcd03a.yml b/data/us/legislature/Byron-Donalds-c281df65-bcd6-5f42-860c-874e38bcd03a.yml
index ea8be8a911..0f6f8ae139 100644
--- a/data/us/legislature/Byron-Donalds-c281df65-bcd6-5f42-860c-874e38bcd03a.yml
+++ b/data/us/legislature/Byron-Donalds-c281df65-bcd6-5f42-860c-874e38bcd03a.yml
@@ -8,7 +8,7 @@ birth_date: 1978-10-28
 image: https://theunitedstates.io/images/congress/450x550/D000032.jpg
 party:
 - start_date: '2021-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2021-01-03'
@@ -17,7 +17,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: FL-19
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: FL-19
diff --git a/data/us/legislature/C-A-Dutch-Ruppersberger-6badec3f-9e2b-5f2c-8683-dd8a7ae87d9f.yml b/data/us/legislature/C-A-Dutch-Ruppersberger-6badec3f-9e2b-5f2c-8683-dd8a7ae87d9f.yml
index 84f51f6a8a..1f6af7b3a0 100644
--- a/data/us/legislature/C-A-Dutch-Ruppersberger-6badec3f-9e2b-5f2c-8683-dd8a7ae87d9f.yml
+++ b/data/us/legislature/C-A-Dutch-Ruppersberger-6badec3f-9e2b-5f2c-8683-dd8a7ae87d9f.yml
@@ -8,7 +8,7 @@ birth_date: 1946-01-31
 image: https://theunitedstates.io/images/congress/450x550/R000576.jpg
 party:
 - start_date: '2003-01-07'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2003-01-07'
@@ -62,7 +62,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MD-2
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MD-2
diff --git a/data/us/legislature/Carlos-A-Gimenez-9db37a87-2ba9-56a0-9b42-89697222e044.yml b/data/us/legislature/Carlos-A-Gimenez-9db37a87-2ba9-56a0-9b42-89697222e044.yml
index 683aacda98..26644ba23c 100644
--- a/data/us/legislature/Carlos-A-Gimenez-9db37a87-2ba9-56a0-9b42-89697222e044.yml
+++ b/data/us/legislature/Carlos-A-Gimenez-9db37a87-2ba9-56a0-9b42-89697222e044.yml
@@ -8,7 +8,7 @@ birth_date: 1954-01-17
 image: https://theunitedstates.io/images/congress/450x550/G000593.jpg
 party:
 - start_date: '2021-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2021-01-03'
@@ -17,7 +17,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: FL-26
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: FL-28
diff --git a/data/us/legislature/Carol-D-Miller-1ad151d2-5d26-5421-9b6f-a87d4a05396f.yml b/data/us/legislature/Carol-D-Miller-1ad151d2-5d26-5421-9b6f-a87d4a05396f.yml
index b9fd49e0ef..38700acb54 100644
--- a/data/us/legislature/Carol-D-Miller-1ad151d2-5d26-5421-9b6f-a87d4a05396f.yml
+++ b/data/us/legislature/Carol-D-Miller-1ad151d2-5d26-5421-9b6f-a87d4a05396f.yml
@@ -8,7 +8,7 @@ birth_date: 1950-11-04
 image: https://theunitedstates.io/images/congress/450x550/M001205.jpg
 party:
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2019-01-03'
@@ -22,7 +22,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: WV-3
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: WV-1
diff --git a/data/us/legislature/Cathy-McMorris-Rodgers-b420935f-8662-5012-ab5a-befcdc9e39f2.yml b/data/us/legislature/Cathy-McMorris-Rodgers-b420935f-8662-5012-ab5a-befcdc9e39f2.yml
index 40f300e3a1..267a07b0d0 100644
--- a/data/us/legislature/Cathy-McMorris-Rodgers-b420935f-8662-5012-ab5a-befcdc9e39f2.yml
+++ b/data/us/legislature/Cathy-McMorris-Rodgers-b420935f-8662-5012-ab5a-befcdc9e39f2.yml
@@ -8,7 +8,7 @@ birth_date: 1969-05-22
 image: https://theunitedstates.io/images/congress/450x550/M001159.jpg
 party:
 - start_date: '2005-01-04'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2005-01-04'
@@ -57,7 +57,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: WA-5
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: WA-5
diff --git a/data/us/legislature/Celeste-Maloy-d242dd37-9f71-5412-9328-798305153967.yml b/data/us/legislature/Celeste-Maloy-d242dd37-9f71-5412-9328-798305153967.yml
index 5ed1674216..624681fb69 100644
--- a/data/us/legislature/Celeste-Maloy-d242dd37-9f71-5412-9328-798305153967.yml
+++ b/data/us/legislature/Celeste-Maloy-d242dd37-9f71-5412-9328-798305153967.yml
@@ -7,11 +7,11 @@ birth_date: 1981-05-22
 image: https://theunitedstates.io/images/congress/450x550/M001228.jpg
 party:
 - start_date: '2023-11-21'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2023-11-21'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: UT-2
diff --git a/data/us/legislature/Charles-J-Chuck-Fleischmann-640abb7e-8890-59bc-b5cb-b21c88288657.yml b/data/us/legislature/Charles-J-Chuck-Fleischmann-640abb7e-8890-59bc-b5cb-b21c88288657.yml
index fa94555e0a..1ae37fb2b6 100644
--- a/data/us/legislature/Charles-J-Chuck-Fleischmann-640abb7e-8890-59bc-b5cb-b21c88288657.yml
+++ b/data/us/legislature/Charles-J-Chuck-Fleischmann-640abb7e-8890-59bc-b5cb-b21c88288657.yml
@@ -8,7 +8,7 @@ birth_date: 1962-10-11
 image: https://theunitedstates.io/images/congress/450x550/F000459.jpg
 party:
 - start_date: '2011-01-05'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2011-01-05'
@@ -42,7 +42,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: TN-3
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: TN-3
diff --git a/data/us/legislature/Chellie-Pingree-78a440e5-f314-5f5b-930b-48ab822bb39a.yml b/data/us/legislature/Chellie-Pingree-78a440e5-f314-5f5b-930b-48ab822bb39a.yml
index 7e8def8e77..35262adfab 100644
--- a/data/us/legislature/Chellie-Pingree-78a440e5-f314-5f5b-930b-48ab822bb39a.yml
+++ b/data/us/legislature/Chellie-Pingree-78a440e5-f314-5f5b-930b-48ab822bb39a.yml
@@ -7,7 +7,7 @@ birth_date: 1955-04-02
 image: https://theunitedstates.io/images/congress/450x550/P000597.jpg
 party:
 - start_date: '2009-01-06'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2009-01-06'
@@ -46,7 +46,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: ME-1
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: ME-1
diff --git a/data/us/legislature/Chip-Roy-2398f81d-6371-544d-a7ff-24cf993a716b.yml b/data/us/legislature/Chip-Roy-2398f81d-6371-544d-a7ff-24cf993a716b.yml
index fb09512f1f..c216ad8361 100644
--- a/data/us/legislature/Chip-Roy-2398f81d-6371-544d-a7ff-24cf993a716b.yml
+++ b/data/us/legislature/Chip-Roy-2398f81d-6371-544d-a7ff-24cf993a716b.yml
@@ -7,7 +7,7 @@ birth_date: 1972-08-07
 image: https://theunitedstates.io/images/congress/450x550/R000614.jpg
 party:
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2019-01-03'
@@ -21,7 +21,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: TX-21
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: TX-21
diff --git a/data/us/legislature/Chris-Pappas-22a8725b-acc8-530a-9a57-6b0a7f750fca.yml b/data/us/legislature/Chris-Pappas-22a8725b-acc8-530a-9a57-6b0a7f750fca.yml
index 8a5642d810..a424eb7278 100644
--- a/data/us/legislature/Chris-Pappas-22a8725b-acc8-530a-9a57-6b0a7f750fca.yml
+++ b/data/us/legislature/Chris-Pappas-22a8725b-acc8-530a-9a57-6b0a7f750fca.yml
@@ -7,7 +7,7 @@ birth_date: 1980-06-04
 image: https://theunitedstates.io/images/congress/450x550/P000614.jpg
 party:
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2019-01-03'
@@ -21,7 +21,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NH-1
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NH-1
diff --git a/data/us/legislature/Chrissy-Houlahan-04b67b59-b46f-5db7-96e3-a78591cf0734.yml b/data/us/legislature/Chrissy-Houlahan-04b67b59-b46f-5db7-96e3-a78591cf0734.yml
index 0469e43480..1a93aedce3 100644
--- a/data/us/legislature/Chrissy-Houlahan-04b67b59-b46f-5db7-96e3-a78591cf0734.yml
+++ b/data/us/legislature/Chrissy-Houlahan-04b67b59-b46f-5db7-96e3-a78591cf0734.yml
@@ -7,7 +7,7 @@ birth_date: 1967-06-05
 image: https://theunitedstates.io/images/congress/450x550/H001085.jpg
 party:
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2019-01-03'
@@ -21,7 +21,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: PA-6
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: PA-6
diff --git a/data/us/legislature/Christopher-H-Smith-84a22f15-cf83-5f0b-a048-a6fc50aa60fe.yml b/data/us/legislature/Christopher-H-Smith-84a22f15-cf83-5f0b-a048-a6fc50aa60fe.yml
index 2faf0bcfc7..e40cb45598 100644
--- a/data/us/legislature/Christopher-H-Smith-84a22f15-cf83-5f0b-a048-a6fc50aa60fe.yml
+++ b/data/us/legislature/Christopher-H-Smith-84a22f15-cf83-5f0b-a048-a6fc50aa60fe.yml
@@ -8,7 +8,7 @@ birth_date: 1953-03-04
 image: https://theunitedstates.io/images/congress/450x550/S000522.jpg
 party:
 - start_date: '1981-01-05'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '1981-01-05'
@@ -117,7 +117,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NJ-4
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NJ-4
diff --git a/data/us/legislature/Christopher-Murphy-ef439b89-0461-56c7-aec5-93b6369e18a7.yml b/data/us/legislature/Christopher-Murphy-ef439b89-0461-56c7-aec5-93b6369e18a7.yml
index 03336ba495..0f5f216d37 100644
--- a/data/us/legislature/Christopher-Murphy-ef439b89-0461-56c7-aec5-93b6369e18a7.yml
+++ b/data/us/legislature/Christopher-Murphy-ef439b89-0461-56c7-aec5-93b6369e18a7.yml
@@ -8,7 +8,7 @@ birth_date: 1973-08-03
 image: https://theunitedstates.io/images/congress/450x550/M001169.jpg
 party:
 - start_date: '2007-01-04'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2007-01-04'
@@ -32,7 +32,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: Connecticut
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: upper
   jurisdiction: ocd-jurisdiction/country:us/government
   district: Connecticut
diff --git a/data/us/legislature/Christopher-R-Deluzio-06299567-cfd4-5679-ad04-893e9f980275.yml b/data/us/legislature/Christopher-R-Deluzio-06299567-cfd4-5679-ad04-893e9f980275.yml
index 47d41a990b..f483bacb49 100644
--- a/data/us/legislature/Christopher-R-Deluzio-06299567-cfd4-5679-ad04-893e9f980275.yml
+++ b/data/us/legislature/Christopher-R-Deluzio-06299567-cfd4-5679-ad04-893e9f980275.yml
@@ -8,11 +8,11 @@ birth_date: 1984-07-13
 image: https://theunitedstates.io/images/congress/450x550/D000530.jpg
 party:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: PA-17
diff --git a/data/us/legislature/Chuck-Edwards-1b8394c7-93d4-5a22-91cf-264782834b9b.yml b/data/us/legislature/Chuck-Edwards-1b8394c7-93d4-5a22-91cf-264782834b9b.yml
index b4d8f5f5d1..6fa11578ed 100644
--- a/data/us/legislature/Chuck-Edwards-1b8394c7-93d4-5a22-91cf-264782834b9b.yml
+++ b/data/us/legislature/Chuck-Edwards-1b8394c7-93d4-5a22-91cf-264782834b9b.yml
@@ -8,11 +8,11 @@ birth_date: 1960-09-13
 image: https://theunitedstates.io/images/congress/450x550/E000246.jpg
 party:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NC-11
diff --git a/data/us/legislature/Claudia-Tenney-21f20fe0-1075-512d-99a6-cafcebf57d20.yml b/data/us/legislature/Claudia-Tenney-21f20fe0-1075-512d-99a6-cafcebf57d20.yml
index 94dfd6c224..202d8adfff 100644
--- a/data/us/legislature/Claudia-Tenney-21f20fe0-1075-512d-99a6-cafcebf57d20.yml
+++ b/data/us/legislature/Claudia-Tenney-21f20fe0-1075-512d-99a6-cafcebf57d20.yml
@@ -7,7 +7,7 @@ birth_date: 1961-02-04
 image: https://theunitedstates.io/images/congress/450x550/T000478.jpg
 party:
 - start_date: '2017-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2017-01-03'
@@ -21,7 +21,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NY-22
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NY-24
diff --git a/data/us/legislature/Clay-Higgins-ffc5bfa2-67c8-5743-afa6-3250b0752485.yml b/data/us/legislature/Clay-Higgins-ffc5bfa2-67c8-5743-afa6-3250b0752485.yml
index 93525d9cc1..6e4ef50597 100644
--- a/data/us/legislature/Clay-Higgins-ffc5bfa2-67c8-5743-afa6-3250b0752485.yml
+++ b/data/us/legislature/Clay-Higgins-ffc5bfa2-67c8-5743-afa6-3250b0752485.yml
@@ -7,7 +7,7 @@ birth_date: 1961-08-24
 image: https://theunitedstates.io/images/congress/450x550/H001077.jpg
 party:
 - start_date: '2017-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2017-01-03'
@@ -26,7 +26,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: LA-3
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: LA-3
diff --git a/data/us/legislature/Cliff-Bentz-dd9d3668-b18a-5102-8628-7f2972350402.yml b/data/us/legislature/Cliff-Bentz-dd9d3668-b18a-5102-8628-7f2972350402.yml
index 48db08be92..bbf66bf0b7 100644
--- a/data/us/legislature/Cliff-Bentz-dd9d3668-b18a-5102-8628-7f2972350402.yml
+++ b/data/us/legislature/Cliff-Bentz-dd9d3668-b18a-5102-8628-7f2972350402.yml
@@ -8,7 +8,7 @@ birth_date: 1952-01-12
 image: https://theunitedstates.io/images/congress/450x550/B000668.jpg
 party:
 - start_date: '2021-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2021-01-03'
@@ -17,7 +17,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: OR-2
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: OR-2
diff --git a/data/us/legislature/Colin-Z-Allred-45574c8a-7f88-525b-b5b8-255a8d69f335.yml b/data/us/legislature/Colin-Z-Allred-45574c8a-7f88-525b-b5b8-255a8d69f335.yml
index 39ecc1c45c..348dd10f97 100644
--- a/data/us/legislature/Colin-Z-Allred-45574c8a-7f88-525b-b5b8-255a8d69f335.yml
+++ b/data/us/legislature/Colin-Z-Allred-45574c8a-7f88-525b-b5b8-255a8d69f335.yml
@@ -8,7 +8,7 @@ birth_date: 1983-04-15
 image: https://theunitedstates.io/images/congress/450x550/A000376.jpg
 party:
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2019-01-03'
@@ -22,7 +22,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: TX-32
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: TX-32
diff --git a/data/us/legislature/Cori-Bush-adba4aa8-0d6a-5a7f-9a71-d1a9f9c5e1a0.yml b/data/us/legislature/Cori-Bush-adba4aa8-0d6a-5a7f-9a71-d1a9f9c5e1a0.yml
index 177d60e526..d2f00614ce 100644
--- a/data/us/legislature/Cori-Bush-adba4aa8-0d6a-5a7f-9a71-d1a9f9c5e1a0.yml
+++ b/data/us/legislature/Cori-Bush-adba4aa8-0d6a-5a7f-9a71-d1a9f9c5e1a0.yml
@@ -7,7 +7,7 @@ birth_date: 1976-07-21
 image: https://theunitedstates.io/images/congress/450x550/B001224.jpg
 party:
 - start_date: '2021-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2021-01-03'
@@ -16,7 +16,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MO-1
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MO-1
diff --git a/data/us/legislature/Cory-Mills-e9c6e580-58c8-5a0c-a18c-d11c073a9964.yml b/data/us/legislature/Cory-Mills-e9c6e580-58c8-5a0c-a18c-d11c073a9964.yml
index 6bb0bf7709..b95dc3e5b1 100644
--- a/data/us/legislature/Cory-Mills-e9c6e580-58c8-5a0c-a18c-d11c073a9964.yml
+++ b/data/us/legislature/Cory-Mills-e9c6e580-58c8-5a0c-a18c-d11c073a9964.yml
@@ -7,11 +7,11 @@ birth_date: 1980-07-30
 image: https://theunitedstates.io/images/congress/450x550/M001216.jpg
 party:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: FL-7
diff --git a/data/us/legislature/Dale-W-Strong-e54a4532-aa1e-5e2d-b630-4f35ef10a46f.yml b/data/us/legislature/Dale-W-Strong-e54a4532-aa1e-5e2d-b630-4f35ef10a46f.yml
index 56b99c368c..fff5c47c82 100644
--- a/data/us/legislature/Dale-W-Strong-e54a4532-aa1e-5e2d-b630-4f35ef10a46f.yml
+++ b/data/us/legislature/Dale-W-Strong-e54a4532-aa1e-5e2d-b630-4f35ef10a46f.yml
@@ -7,11 +7,11 @@ birth_date: 1970-05-08
 image: https://theunitedstates.io/images/congress/450x550/S001220.jpg
 party:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: AL-5
diff --git a/data/us/legislature/Dan-Bishop-ff2f62f3-ccac-57d0-bcad-47a3bfeacb79.yml b/data/us/legislature/Dan-Bishop-ff2f62f3-ccac-57d0-bcad-47a3bfeacb79.yml
index 19ab198b06..b2d266ee8d 100644
--- a/data/us/legislature/Dan-Bishop-ff2f62f3-ccac-57d0-bcad-47a3bfeacb79.yml
+++ b/data/us/legislature/Dan-Bishop-ff2f62f3-ccac-57d0-bcad-47a3bfeacb79.yml
@@ -7,7 +7,7 @@ birth_date: 1964-07-01
 image: https://theunitedstates.io/images/congress/450x550/B001311.jpg
 party:
 - start_date: '2019-09-17'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2019-09-17'
@@ -21,7 +21,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NC-9
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NC-8
diff --git a/data/us/legislature/Dan-Crenshaw-6e2bcde3-a1f5-5296-9f9f-88c71885f3db.yml b/data/us/legislature/Dan-Crenshaw-6e2bcde3-a1f5-5296-9f9f-88c71885f3db.yml
index 2b8fb99bf9..2a7db10fb4 100644
--- a/data/us/legislature/Dan-Crenshaw-6e2bcde3-a1f5-5296-9f9f-88c71885f3db.yml
+++ b/data/us/legislature/Dan-Crenshaw-6e2bcde3-a1f5-5296-9f9f-88c71885f3db.yml
@@ -7,7 +7,7 @@ birth_date: 1984-03-14
 image: https://theunitedstates.io/images/congress/450x550/C001120.jpg
 party:
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2019-01-03'
@@ -21,7 +21,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: TX-2
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: TX-2
diff --git a/data/us/legislature/Dan-Newhouse-c2de8671-10f6-5eb3-8624-a9fd877464b5.yml b/data/us/legislature/Dan-Newhouse-c2de8671-10f6-5eb3-8624-a9fd877464b5.yml
index 17201d4f6a..00a98cffb1 100644
--- a/data/us/legislature/Dan-Newhouse-c2de8671-10f6-5eb3-8624-a9fd877464b5.yml
+++ b/data/us/legislature/Dan-Newhouse-c2de8671-10f6-5eb3-8624-a9fd877464b5.yml
@@ -7,7 +7,7 @@ birth_date: 1955-07-10
 image: https://theunitedstates.io/images/congress/450x550/N000189.jpg
 party:
 - start_date: '2015-01-06'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2015-01-06'
@@ -31,7 +31,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: WA-4
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: WA-4
diff --git a/data/us/legislature/Daniel-Meuser-df0edff1-f76c-5916-b28e-f70338b23a7a.yml b/data/us/legislature/Daniel-Meuser-df0edff1-f76c-5916-b28e-f70338b23a7a.yml
index 341f22272d..832a5d0ace 100644
--- a/data/us/legislature/Daniel-Meuser-df0edff1-f76c-5916-b28e-f70338b23a7a.yml
+++ b/data/us/legislature/Daniel-Meuser-df0edff1-f76c-5916-b28e-f70338b23a7a.yml
@@ -7,7 +7,7 @@ birth_date: 1964-02-10
 image: https://theunitedstates.io/images/congress/450x550/M001204.jpg
 party:
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2019-01-03'
@@ -21,7 +21,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: PA-9
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: PA-9
diff --git a/data/us/legislature/Daniel-S-Goldman-4c77555b-f35d-53ca-8c7d-7950b90a1b60.yml b/data/us/legislature/Daniel-S-Goldman-4c77555b-f35d-53ca-8c7d-7950b90a1b60.yml
index 43b2e2c89b..33082eb436 100644
--- a/data/us/legislature/Daniel-S-Goldman-4c77555b-f35d-53ca-8c7d-7950b90a1b60.yml
+++ b/data/us/legislature/Daniel-S-Goldman-4c77555b-f35d-53ca-8c7d-7950b90a1b60.yml
@@ -8,11 +8,11 @@ birth_date: 1976-02-26
 image: https://theunitedstates.io/images/congress/450x550/G000599.jpg
 party:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NY-10
diff --git a/data/us/legislature/Daniel-T-Kildee-ba55e5b8-ac4e-5ea8-b7a8-d180e10a3562.yml b/data/us/legislature/Daniel-T-Kildee-ba55e5b8-ac4e-5ea8-b7a8-d180e10a3562.yml
index 7820fb4498..284d8ffb47 100644
--- a/data/us/legislature/Daniel-T-Kildee-ba55e5b8-ac4e-5ea8-b7a8-d180e10a3562.yml
+++ b/data/us/legislature/Daniel-T-Kildee-ba55e5b8-ac4e-5ea8-b7a8-d180e10a3562.yml
@@ -8,7 +8,7 @@ birth_date: 1958-08-11
 image: https://theunitedstates.io/images/congress/450x550/K000380.jpg
 party:
 - start_date: '2013-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2013-01-03'
@@ -37,7 +37,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MI-5
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MI-8
diff --git a/data/us/legislature/Daniel-Webster-04db1dc5-1903-5913-a439-fed236ff85a3.yml b/data/us/legislature/Daniel-Webster-04db1dc5-1903-5913-a439-fed236ff85a3.yml
index 2af9529bf2..0a94f6fd69 100644
--- a/data/us/legislature/Daniel-Webster-04db1dc5-1903-5913-a439-fed236ff85a3.yml
+++ b/data/us/legislature/Daniel-Webster-04db1dc5-1903-5913-a439-fed236ff85a3.yml
@@ -7,7 +7,7 @@ birth_date: 1949-04-27
 image: https://theunitedstates.io/images/congress/450x550/W000806.jpg
 party:
 - start_date: '2011-01-05'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2011-01-05'
@@ -41,7 +41,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: FL-11
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: FL-11
diff --git a/data/us/legislature/Danny-K-Davis-a494987e-6674-5df8-a8b2-de4b5a99de86.yml b/data/us/legislature/Danny-K-Davis-a494987e-6674-5df8-a8b2-de4b5a99de86.yml
index 3b72a8f20c..2dbb34d660 100644
--- a/data/us/legislature/Danny-K-Davis-a494987e-6674-5df8-a8b2-de4b5a99de86.yml
+++ b/data/us/legislature/Danny-K-Davis-a494987e-6674-5df8-a8b2-de4b5a99de86.yml
@@ -8,7 +8,7 @@ birth_date: 1941-09-06
 image: https://theunitedstates.io/images/congress/450x550/D000096.jpg
 party:
 - start_date: '1997-01-07'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '1997-01-07'
@@ -77,7 +77,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: IL-7
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: IL-7
diff --git a/data/us/legislature/Darin-LaHood-a7bc3999-648e-58ed-b606-f387e825427c.yml b/data/us/legislature/Darin-LaHood-a7bc3999-648e-58ed-b606-f387e825427c.yml
index cbd204fedf..1a6126d46d 100644
--- a/data/us/legislature/Darin-LaHood-a7bc3999-648e-58ed-b606-f387e825427c.yml
+++ b/data/us/legislature/Darin-LaHood-a7bc3999-648e-58ed-b606-f387e825427c.yml
@@ -7,7 +7,7 @@ birth_date: 1968-07-05
 image: https://theunitedstates.io/images/congress/450x550/L000585.jpg
 party:
 - start_date: '2015-09-17'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2015-09-17'
@@ -31,7 +31,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: IL-18
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: IL-16
diff --git a/data/us/legislature/Darrell-Issa-15e5e4c2-568f-55b4-9aa2-54797027c984.yml b/data/us/legislature/Darrell-Issa-15e5e4c2-568f-55b4-9aa2-54797027c984.yml
index 648dce6391..d271e68352 100644
--- a/data/us/legislature/Darrell-Issa-15e5e4c2-568f-55b4-9aa2-54797027c984.yml
+++ b/data/us/legislature/Darrell-Issa-15e5e4c2-568f-55b4-9aa2-54797027c984.yml
@@ -8,7 +8,7 @@ birth_date: 1953-11-01
 image: https://theunitedstates.io/images/congress/450x550/I000056.jpg
 party:
 - start_date: '2001-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2001-01-03'
@@ -62,7 +62,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-50
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-48
diff --git a/data/us/legislature/Darren-Soto-ef44884b-f8bf-542b-b1ae-f36c7cf8e962.yml b/data/us/legislature/Darren-Soto-ef44884b-f8bf-542b-b1ae-f36c7cf8e962.yml
index db14f76c91..b11a8bef88 100644
--- a/data/us/legislature/Darren-Soto-ef44884b-f8bf-542b-b1ae-f36c7cf8e962.yml
+++ b/data/us/legislature/Darren-Soto-ef44884b-f8bf-542b-b1ae-f36c7cf8e962.yml
@@ -7,7 +7,7 @@ birth_date: 1978-02-25
 image: https://theunitedstates.io/images/congress/450x550/S001200.jpg
 party:
 - start_date: '2017-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2017-01-03'
@@ -26,7 +26,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: FL-9
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: FL-9
diff --git a/data/us/legislature/David-G-Valadao-cf552a34-e9e1-5de9-9270-b5b441dd89fe.yml b/data/us/legislature/David-G-Valadao-cf552a34-e9e1-5de9-9270-b5b441dd89fe.yml
index c0522631dc..dc2bca6a35 100644
--- a/data/us/legislature/David-G-Valadao-cf552a34-e9e1-5de9-9270-b5b441dd89fe.yml
+++ b/data/us/legislature/David-G-Valadao-cf552a34-e9e1-5de9-9270-b5b441dd89fe.yml
@@ -8,7 +8,7 @@ birth_date: 1977-04-14
 image: https://theunitedstates.io/images/congress/450x550/V000129.jpg
 party:
 - start_date: '2013-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2013-01-03'
@@ -32,7 +32,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-21
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-22
diff --git a/data/us/legislature/David-J-Trone-e23c900b-5d24-55cb-a1d1-73ac69e597ef.yml b/data/us/legislature/David-J-Trone-e23c900b-5d24-55cb-a1d1-73ac69e597ef.yml
index 8f5b0c93f3..9cf7fa710b 100644
--- a/data/us/legislature/David-J-Trone-e23c900b-5d24-55cb-a1d1-73ac69e597ef.yml
+++ b/data/us/legislature/David-J-Trone-e23c900b-5d24-55cb-a1d1-73ac69e597ef.yml
@@ -8,7 +8,7 @@ birth_date: 1955-09-21
 image: https://theunitedstates.io/images/congress/450x550/T000483.jpg
 party:
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2019-01-03'
@@ -22,7 +22,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MD-6
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MD-6
diff --git a/data/us/legislature/David-Kustoff-5beaa710-fc70-563c-9842-f885e13d9aea.yml b/data/us/legislature/David-Kustoff-5beaa710-fc70-563c-9842-f885e13d9aea.yml
index 55684f359d..9a1349464f 100644
--- a/data/us/legislature/David-Kustoff-5beaa710-fc70-563c-9842-f885e13d9aea.yml
+++ b/data/us/legislature/David-Kustoff-5beaa710-fc70-563c-9842-f885e13d9aea.yml
@@ -7,7 +7,7 @@ birth_date: 1966-10-08
 image: https://theunitedstates.io/images/congress/450x550/K000392.jpg
 party:
 - start_date: '2017-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2017-01-03'
@@ -26,7 +26,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: TN-8
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: TN-8
diff --git a/data/us/legislature/David-P-Joyce-b7ff0450-1acd-5127-b3f5-7246374119a9.yml b/data/us/legislature/David-P-Joyce-b7ff0450-1acd-5127-b3f5-7246374119a9.yml
index d7d21d4e45..ab84606deb 100644
--- a/data/us/legislature/David-P-Joyce-b7ff0450-1acd-5127-b3f5-7246374119a9.yml
+++ b/data/us/legislature/David-P-Joyce-b7ff0450-1acd-5127-b3f5-7246374119a9.yml
@@ -8,7 +8,7 @@ birth_date: 1957-03-17
 image: https://theunitedstates.io/images/congress/450x550/J000295.jpg
 party:
 - start_date: '2013-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2013-01-03'
@@ -37,7 +37,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: OH-14
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: OH-14
diff --git a/data/us/legislature/David-Rouzer-5e9726e3-2aae-5708-9227-0e95ac43c203.yml b/data/us/legislature/David-Rouzer-5e9726e3-2aae-5708-9227-0e95ac43c203.yml
index edd41b2fcd..60f1e023e3 100644
--- a/data/us/legislature/David-Rouzer-5e9726e3-2aae-5708-9227-0e95ac43c203.yml
+++ b/data/us/legislature/David-Rouzer-5e9726e3-2aae-5708-9227-0e95ac43c203.yml
@@ -7,7 +7,7 @@ birth_date: 1972-02-16
 image: https://theunitedstates.io/images/congress/450x550/R000603.jpg
 party:
 - start_date: '2015-01-06'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2015-01-06'
@@ -31,7 +31,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NC-7
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NC-7
diff --git a/data/us/legislature/David-Schweikert-100d00e0-275c-5bd0-960e-c24c3b50a8e5.yml b/data/us/legislature/David-Schweikert-100d00e0-275c-5bd0-960e-c24c3b50a8e5.yml
index 0ec37de711..cbfc0dd247 100644
--- a/data/us/legislature/David-Schweikert-100d00e0-275c-5bd0-960e-c24c3b50a8e5.yml
+++ b/data/us/legislature/David-Schweikert-100d00e0-275c-5bd0-960e-c24c3b50a8e5.yml
@@ -7,7 +7,7 @@ birth_date: 1962-03-03
 image: https://theunitedstates.io/images/congress/450x550/S001183.jpg
 party:
 - start_date: '2011-01-05'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2011-01-05'
@@ -41,7 +41,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: AZ-6
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: AZ-1
diff --git a/data/us/legislature/David-Scott-e6650822-1063-5485-b062-d169ea173ec2.yml b/data/us/legislature/David-Scott-e6650822-1063-5485-b062-d169ea173ec2.yml
index e8b71088b6..41dbc2aa5e 100644
--- a/data/us/legislature/David-Scott-e6650822-1063-5485-b062-d169ea173ec2.yml
+++ b/data/us/legislature/David-Scott-e6650822-1063-5485-b062-d169ea173ec2.yml
@@ -7,7 +7,7 @@ birth_date: 1945-06-27
 image: https://theunitedstates.io/images/congress/450x550/S001157.jpg
 party:
 - start_date: '2003-01-07'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2003-01-07'
@@ -61,7 +61,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: GA-13
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: GA-13
diff --git a/data/us/legislature/Dean-Phillips-501837d6-d9cc-5b1e-a2e3-e53f047192a5.yml b/data/us/legislature/Dean-Phillips-501837d6-d9cc-5b1e-a2e3-e53f047192a5.yml
index 68cd760ab3..d8916516e6 100644
--- a/data/us/legislature/Dean-Phillips-501837d6-d9cc-5b1e-a2e3-e53f047192a5.yml
+++ b/data/us/legislature/Dean-Phillips-501837d6-d9cc-5b1e-a2e3-e53f047192a5.yml
@@ -7,7 +7,7 @@ birth_date: 1969-01-20
 image: https://theunitedstates.io/images/congress/450x550/P000616.jpg
 party:
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2019-01-03'
@@ -21,7 +21,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MN-3
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MN-3
diff --git a/data/us/legislature/Deb-Fischer-1e87267c-1e9f-5e46-a266-b1d557a8571b.yml b/data/us/legislature/Deb-Fischer-1e87267c-1e9f-5e46-a266-b1d557a8571b.yml
index 24d713bbd3..c1f0f2a517 100644
--- a/data/us/legislature/Deb-Fischer-1e87267c-1e9f-5e46-a266-b1d557a8571b.yml
+++ b/data/us/legislature/Deb-Fischer-1e87267c-1e9f-5e46-a266-b1d557a8571b.yml
@@ -7,7 +7,7 @@ birth_date: 1951-03-01
 image: https://theunitedstates.io/images/congress/450x550/F000463.jpg
 party:
 - start_date: '2013-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2013-01-03'
@@ -16,7 +16,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: Nebraska
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: upper
   jurisdiction: ocd-jurisdiction/country:us/government
   district: Nebraska
diff --git a/data/us/legislature/Debbie-Dingell-b48d0289-7d22-5bb4-bd17-b351aa3ec4a2.yml b/data/us/legislature/Debbie-Dingell-b48d0289-7d22-5bb4-bd17-b351aa3ec4a2.yml
index ec9bb1e080..eeb0abc78d 100644
--- a/data/us/legislature/Debbie-Dingell-b48d0289-7d22-5bb4-bd17-b351aa3ec4a2.yml
+++ b/data/us/legislature/Debbie-Dingell-b48d0289-7d22-5bb4-bd17-b351aa3ec4a2.yml
@@ -7,7 +7,7 @@ birth_date: 1953-11-23
 image: https://theunitedstates.io/images/congress/450x550/D000624.jpg
 party:
 - start_date: '2015-01-06'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2015-01-06'
@@ -31,7 +31,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MI-12
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MI-6
diff --git a/data/us/legislature/Debbie-Lesko-ce00d736-9c65-52f1-9cdf-aff115c2b7b4.yml b/data/us/legislature/Debbie-Lesko-ce00d736-9c65-52f1-9cdf-aff115c2b7b4.yml
index 1596c7dcb7..b393de028b 100644
--- a/data/us/legislature/Debbie-Lesko-ce00d736-9c65-52f1-9cdf-aff115c2b7b4.yml
+++ b/data/us/legislature/Debbie-Lesko-ce00d736-9c65-52f1-9cdf-aff115c2b7b4.yml
@@ -7,7 +7,7 @@ birth_date: 1958-11-14
 image: https://theunitedstates.io/images/congress/450x550/L000589.jpg
 party:
 - start_date: '2018-05-07'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2018-05-07'
@@ -26,7 +26,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: AZ-8
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: AZ-8
diff --git a/data/us/legislature/Debbie-Stabenow-a18130ac-79f6-54ad-a80d-14b143f0742f.yml b/data/us/legislature/Debbie-Stabenow-a18130ac-79f6-54ad-a80d-14b143f0742f.yml
index 763d5d21f3..1da0250ed2 100644
--- a/data/us/legislature/Debbie-Stabenow-a18130ac-79f6-54ad-a80d-14b143f0742f.yml
+++ b/data/us/legislature/Debbie-Stabenow-a18130ac-79f6-54ad-a80d-14b143f0742f.yml
@@ -8,7 +8,7 @@ birth_date: 1950-04-29
 image: https://theunitedstates.io/images/congress/450x550/S000770.jpg
 party:
 - start_date: '1997-01-07'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '1997-01-07'
@@ -37,7 +37,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: Michigan
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: upper
   jurisdiction: ocd-jurisdiction/country:us/government
   district: Michigan
diff --git a/data/us/legislature/Debbie-Wasserman-Schultz-7bacff4a-1d4a-5c4f-a59c-311206c181d2.yml b/data/us/legislature/Debbie-Wasserman-Schultz-7bacff4a-1d4a-5c4f-a59c-311206c181d2.yml
index cc0a814255..8db41e1842 100644
--- a/data/us/legislature/Debbie-Wasserman-Schultz-7bacff4a-1d4a-5c4f-a59c-311206c181d2.yml
+++ b/data/us/legislature/Debbie-Wasserman-Schultz-7bacff4a-1d4a-5c4f-a59c-311206c181d2.yml
@@ -7,7 +7,7 @@ birth_date: 1966-09-27
 image: https://theunitedstates.io/images/congress/450x550/W000797.jpg
 party:
 - start_date: '2005-01-04'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2005-01-04'
@@ -56,7 +56,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: FL-23
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: FL-25
diff --git a/data/us/legislature/Deborah-K-Ross-ea21df34-9ef4-5746-b83a-700bdc2d1918.yml b/data/us/legislature/Deborah-K-Ross-ea21df34-9ef4-5746-b83a-700bdc2d1918.yml
index 93901ab8d7..de3cb4ae4e 100644
--- a/data/us/legislature/Deborah-K-Ross-ea21df34-9ef4-5746-b83a-700bdc2d1918.yml
+++ b/data/us/legislature/Deborah-K-Ross-ea21df34-9ef4-5746-b83a-700bdc2d1918.yml
@@ -8,7 +8,7 @@ birth_date: 1963-06-20
 image: https://theunitedstates.io/images/congress/450x550/R000305.jpg
 party:
 - start_date: '2021-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2021-01-03'
@@ -17,7 +17,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NC-2
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NC-2
diff --git a/data/us/legislature/Delia-C-Ramirez-34d76857-187b-5f62-a2d1-ddfcd13494cf.yml b/data/us/legislature/Delia-C-Ramirez-34d76857-187b-5f62-a2d1-ddfcd13494cf.yml
index ed32876b45..8f4c021dd8 100644
--- a/data/us/legislature/Delia-C-Ramirez-34d76857-187b-5f62-a2d1-ddfcd13494cf.yml
+++ b/data/us/legislature/Delia-C-Ramirez-34d76857-187b-5f62-a2d1-ddfcd13494cf.yml
@@ -8,11 +8,11 @@ birth_date: 1983-06-02
 image: https://theunitedstates.io/images/congress/450x550/R000617.jpg
 party:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: IL-3
diff --git a/data/us/legislature/Derek-Kilmer-0a7f80ad-caf7-5d0b-b50b-441764153649.yml b/data/us/legislature/Derek-Kilmer-0a7f80ad-caf7-5d0b-b50b-441764153649.yml
index e10d113707..f7668361c2 100644
--- a/data/us/legislature/Derek-Kilmer-0a7f80ad-caf7-5d0b-b50b-441764153649.yml
+++ b/data/us/legislature/Derek-Kilmer-0a7f80ad-caf7-5d0b-b50b-441764153649.yml
@@ -7,7 +7,7 @@ birth_date: 1974-01-01
 image: https://theunitedstates.io/images/congress/450x550/K000381.jpg
 party:
 - start_date: '2013-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2013-01-03'
@@ -36,7 +36,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: WA-6
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: WA-6
diff --git a/data/us/legislature/Derrick-Van-Orden-b96b406a-d60a-57fe-96d1-c1dd5b189ab1.yml b/data/us/legislature/Derrick-Van-Orden-b96b406a-d60a-57fe-96d1-c1dd5b189ab1.yml
index bf070e42e0..8f1ddbe696 100644
--- a/data/us/legislature/Derrick-Van-Orden-b96b406a-d60a-57fe-96d1-c1dd5b189ab1.yml
+++ b/data/us/legislature/Derrick-Van-Orden-b96b406a-d60a-57fe-96d1-c1dd5b189ab1.yml
@@ -8,11 +8,11 @@ birth_date: 1969-09-15
 image: https://theunitedstates.io/images/congress/450x550/V000135.jpg
 party:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: WI-3
diff --git a/data/us/legislature/Diana-DeGette-241df76f-7089-5821-ab7f-bb54d92ee9d7.yml b/data/us/legislature/Diana-DeGette-241df76f-7089-5821-ab7f-bb54d92ee9d7.yml
index 136feb9e23..0e7deb5b0a 100644
--- a/data/us/legislature/Diana-DeGette-241df76f-7089-5821-ab7f-bb54d92ee9d7.yml
+++ b/data/us/legislature/Diana-DeGette-241df76f-7089-5821-ab7f-bb54d92ee9d7.yml
@@ -8,7 +8,7 @@ birth_date: 1957-07-29
 image: https://theunitedstates.io/images/congress/450x550/D000197.jpg
 party:
 - start_date: '1997-01-07'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '1997-01-07'
@@ -77,7 +77,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CO-1
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CO-1
diff --git a/data/us/legislature/Diana-Harshbarger-b090c59e-4d88-5d35-99ba-ec3798f88978.yml b/data/us/legislature/Diana-Harshbarger-b090c59e-4d88-5d35-99ba-ec3798f88978.yml
index 419f2730c9..3d30e874a3 100644
--- a/data/us/legislature/Diana-Harshbarger-b090c59e-4d88-5d35-99ba-ec3798f88978.yml
+++ b/data/us/legislature/Diana-Harshbarger-b090c59e-4d88-5d35-99ba-ec3798f88978.yml
@@ -7,7 +7,7 @@ birth_date: 1960-01-01
 image: https://theunitedstates.io/images/congress/450x550/H001086.jpg
 party:
 - start_date: '2021-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2021-01-03'
@@ -16,7 +16,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: TN-1
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: TN-1
diff --git a/data/us/legislature/Dina-Titus-51152aac-2c93-5445-99ed-026df5b6ad37.yml b/data/us/legislature/Dina-Titus-51152aac-2c93-5445-99ed-026df5b6ad37.yml
index a784cc598f..395e30bf57 100644
--- a/data/us/legislature/Dina-Titus-51152aac-2c93-5445-99ed-026df5b6ad37.yml
+++ b/data/us/legislature/Dina-Titus-51152aac-2c93-5445-99ed-026df5b6ad37.yml
@@ -7,7 +7,7 @@ birth_date: 1950-05-23
 image: https://theunitedstates.io/images/congress/450x550/T000468.jpg
 party:
 - start_date: '2009-01-06'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2009-01-06'
@@ -41,7 +41,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NV-1
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NV-1
diff --git a/data/us/legislature/Don-Bacon-d409840c-63c1-53e4-9ff6-e5677cef9fe6.yml b/data/us/legislature/Don-Bacon-d409840c-63c1-53e4-9ff6-e5677cef9fe6.yml
index f2d6da6b37..989045be54 100644
--- a/data/us/legislature/Don-Bacon-d409840c-63c1-53e4-9ff6-e5677cef9fe6.yml
+++ b/data/us/legislature/Don-Bacon-d409840c-63c1-53e4-9ff6-e5677cef9fe6.yml
@@ -7,7 +7,7 @@ birth_date: 1963-08-16
 image: https://theunitedstates.io/images/congress/450x550/B001298.jpg
 party:
 - start_date: '2017-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2017-01-03'
@@ -26,7 +26,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NE-2
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NE-2
diff --git a/data/us/legislature/Donald-G-Davis-33867761-33c6-5036-b3da-43fb485b65c9.yml b/data/us/legislature/Donald-G-Davis-33867761-33c6-5036-b3da-43fb485b65c9.yml
index c1abd80535..2a200a4350 100644
--- a/data/us/legislature/Donald-G-Davis-33867761-33c6-5036-b3da-43fb485b65c9.yml
+++ b/data/us/legislature/Donald-G-Davis-33867761-33c6-5036-b3da-43fb485b65c9.yml
@@ -8,11 +8,11 @@ birth_date: 1971-08-29
 image: https://theunitedstates.io/images/congress/450x550/D000230.jpg
 party:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NC-1
diff --git a/data/us/legislature/Donald-M-Payne-Jr-fa65b2cc-a6a5-56fa-8c78-5bc2ecdd93e6.yml b/data/us/legislature/Donald-M-Payne-Jr-fa65b2cc-a6a5-56fa-8c78-5bc2ecdd93e6.yml
index 1e3ad6ce1c..58d6550045 100644
--- a/data/us/legislature/Donald-M-Payne-Jr-fa65b2cc-a6a5-56fa-8c78-5bc2ecdd93e6.yml
+++ b/data/us/legislature/Donald-M-Payne-Jr-fa65b2cc-a6a5-56fa-8c78-5bc2ecdd93e6.yml
@@ -8,7 +8,7 @@ birth_date: 1958-12-17
 image: https://theunitedstates.io/images/congress/450x550/P000604.jpg
 party:
 - start_date: '2012-11-15'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2012-11-15'
@@ -42,7 +42,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NJ-10
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NJ-10
diff --git a/data/us/legislature/Donald-Norcross-b0e4bf70-7945-5f39-bb1b-f993a59367b4.yml b/data/us/legislature/Donald-Norcross-b0e4bf70-7945-5f39-bb1b-f993a59367b4.yml
index 59908a0e92..86e86c97c1 100644
--- a/data/us/legislature/Donald-Norcross-b0e4bf70-7945-5f39-bb1b-f993a59367b4.yml
+++ b/data/us/legislature/Donald-Norcross-b0e4bf70-7945-5f39-bb1b-f993a59367b4.yml
@@ -8,7 +8,7 @@ birth_date: 1958-12-13
 image: https://theunitedstates.io/images/congress/450x550/N000188.jpg
 party:
 - start_date: '2014-11-12'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2014-11-12'
@@ -37,7 +37,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NJ-1
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NJ-1
diff --git a/data/us/legislature/Donald-S-Beyer-Jr-63d110f3-ccdb-5783-9d6a-4a7103f30c01.yml b/data/us/legislature/Donald-S-Beyer-Jr-63d110f3-ccdb-5783-9d6a-4a7103f30c01.yml
index 384dcc969b..ee5c699590 100644
--- a/data/us/legislature/Donald-S-Beyer-Jr-63d110f3-ccdb-5783-9d6a-4a7103f30c01.yml
+++ b/data/us/legislature/Donald-S-Beyer-Jr-63d110f3-ccdb-5783-9d6a-4a7103f30c01.yml
@@ -8,7 +8,7 @@ birth_date: 1950-06-20
 image: https://theunitedstates.io/images/congress/450x550/B001292.jpg
 party:
 - start_date: '2015-01-06'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2015-01-06'
@@ -32,7 +32,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: VA-8
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: VA-8
diff --git a/data/us/legislature/Doris-O-Matsui-5262c34c-a015-5290-9ca4-3b6ec86f4b1d.yml b/data/us/legislature/Doris-O-Matsui-5262c34c-a015-5290-9ca4-3b6ec86f4b1d.yml
index 1a5b7738ab..55cf1fcd17 100644
--- a/data/us/legislature/Doris-O-Matsui-5262c34c-a015-5290-9ca4-3b6ec86f4b1d.yml
+++ b/data/us/legislature/Doris-O-Matsui-5262c34c-a015-5290-9ca4-3b6ec86f4b1d.yml
@@ -8,7 +8,7 @@ birth_date: 1944-09-25
 image: https://theunitedstates.io/images/congress/450x550/M001163.jpg
 party:
 - start_date: '2005-03-10'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2005-03-10'
@@ -57,7 +57,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-6
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-7
diff --git a/data/us/legislature/Doug-LaMalfa-4e34a7cb-7c10-5e5d-8086-a33ef00207bd.yml b/data/us/legislature/Doug-LaMalfa-4e34a7cb-7c10-5e5d-8086-a33ef00207bd.yml
index fe9ff7578d..9ae926c5a2 100644
--- a/data/us/legislature/Doug-LaMalfa-4e34a7cb-7c10-5e5d-8086-a33ef00207bd.yml
+++ b/data/us/legislature/Doug-LaMalfa-4e34a7cb-7c10-5e5d-8086-a33ef00207bd.yml
@@ -7,7 +7,7 @@ birth_date: 1960-07-02
 image: https://theunitedstates.io/images/congress/450x550/L000578.jpg
 party:
 - start_date: '2013-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2013-01-03'
@@ -36,7 +36,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-1
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-1
diff --git a/data/us/legislature/Doug-Lamborn-c4154717-8bdf-5a5e-ac05-24c35f195a78.yml b/data/us/legislature/Doug-Lamborn-c4154717-8bdf-5a5e-ac05-24c35f195a78.yml
index 80316b057b..9e20ad4cd1 100644
--- a/data/us/legislature/Doug-Lamborn-c4154717-8bdf-5a5e-ac05-24c35f195a78.yml
+++ b/data/us/legislature/Doug-Lamborn-c4154717-8bdf-5a5e-ac05-24c35f195a78.yml
@@ -7,7 +7,7 @@ birth_date: 1954-05-24
 image: https://theunitedstates.io/images/congress/450x550/L000564.jpg
 party:
 - start_date: '2007-01-04'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2007-01-04'
@@ -51,7 +51,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CO-5
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CO-5
diff --git a/data/us/legislature/Dusty-Johnson-1bc146c5-42d6-5bf7-a862-34747a4b8ed7.yml b/data/us/legislature/Dusty-Johnson-1bc146c5-42d6-5bf7-a862-34747a4b8ed7.yml
index ee8dc3eebc..b3c067fd54 100644
--- a/data/us/legislature/Dusty-Johnson-1bc146c5-42d6-5bf7-a862-34747a4b8ed7.yml
+++ b/data/us/legislature/Dusty-Johnson-1bc146c5-42d6-5bf7-a862-34747a4b8ed7.yml
@@ -7,7 +7,7 @@ birth_date: 1976-09-30
 image: https://theunitedstates.io/images/congress/450x550/J000301.jpg
 party:
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2019-01-03'
@@ -21,7 +21,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: SD-AL
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: SD-AL
diff --git a/data/us/legislature/Dwight-Evans-c9d5abc5-4c4a-5ff5-a132-8885eb020e6e.yml b/data/us/legislature/Dwight-Evans-c9d5abc5-4c4a-5ff5-a132-8885eb020e6e.yml
index 7ca24fcfbb..60b82ac896 100644
--- a/data/us/legislature/Dwight-Evans-c9d5abc5-4c4a-5ff5-a132-8885eb020e6e.yml
+++ b/data/us/legislature/Dwight-Evans-c9d5abc5-4c4a-5ff5-a132-8885eb020e6e.yml
@@ -7,7 +7,7 @@ birth_date: 1954-05-16
 image: https://theunitedstates.io/images/congress/450x550/E000296.jpg
 party:
 - start_date: '2016-11-14'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2016-11-14'
@@ -31,7 +31,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: PA-3
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: PA-3
diff --git a/data/us/legislature/Earl-Blumenauer-acd197d4-7996-5b4c-b01d-a61702d99385.yml b/data/us/legislature/Earl-Blumenauer-acd197d4-7996-5b4c-b01d-a61702d99385.yml
index b4f8a3af85..327d9437a1 100644
--- a/data/us/legislature/Earl-Blumenauer-acd197d4-7996-5b4c-b01d-a61702d99385.yml
+++ b/data/us/legislature/Earl-Blumenauer-acd197d4-7996-5b4c-b01d-a61702d99385.yml
@@ -7,7 +7,7 @@ birth_date: 1948-08-16
 image: https://theunitedstates.io/images/congress/450x550/B000574.jpg
 party:
 - start_date: '1996-05-21'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '1996-05-21'
@@ -81,7 +81,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: OR-3
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: OR-3
diff --git a/data/us/legislature/Earl-L-Buddy-Carter-85e43f57-4901-52fd-9fad-57373277f5e1.yml b/data/us/legislature/Earl-L-Buddy-Carter-85e43f57-4901-52fd-9fad-57373277f5e1.yml
index b3304ffe12..8764ccc8ba 100644
--- a/data/us/legislature/Earl-L-Buddy-Carter-85e43f57-4901-52fd-9fad-57373277f5e1.yml
+++ b/data/us/legislature/Earl-L-Buddy-Carter-85e43f57-4901-52fd-9fad-57373277f5e1.yml
@@ -8,7 +8,7 @@ birth_date: 1957-09-06
 image: https://theunitedstates.io/images/congress/450x550/C001103.jpg
 party:
 - start_date: '2015-01-06'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2015-01-06'
@@ -32,7 +32,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: GA-1
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: GA-1
diff --git a/data/us/legislature/Ed-Case-20f1a4db-1281-5e3f-9d6d-657a3f178b3f.yml b/data/us/legislature/Ed-Case-20f1a4db-1281-5e3f-9d6d-657a3f178b3f.yml
index 390b05d880..e068b9aee9 100644
--- a/data/us/legislature/Ed-Case-20f1a4db-1281-5e3f-9d6d-657a3f178b3f.yml
+++ b/data/us/legislature/Ed-Case-20f1a4db-1281-5e3f-9d6d-657a3f178b3f.yml
@@ -7,7 +7,7 @@ birth_date: 1952-09-27
 image: https://theunitedstates.io/images/congress/450x550/C001055.jpg
 party:
 - start_date: '2003-01-07'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2003-01-07'
@@ -31,7 +31,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: HI-1
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: HI-1
diff --git a/data/us/legislature/Eleanor-Holmes-Norton-709b6b03-c38f-540b-85f2-83c16f62d3bd.yml b/data/us/legislature/Eleanor-Holmes-Norton-709b6b03-c38f-540b-85f2-83c16f62d3bd.yml
index b43ecc751c..b7c62fb3a2 100644
--- a/data/us/legislature/Eleanor-Holmes-Norton-709b6b03-c38f-540b-85f2-83c16f62d3bd.yml
+++ b/data/us/legislature/Eleanor-Holmes-Norton-709b6b03-c38f-540b-85f2-83c16f62d3bd.yml
@@ -8,7 +8,7 @@ birth_date: 1937-06-13
 image: https://theunitedstates.io/images/congress/450x550/N000147.jpg
 party:
 - start_date: '1991-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '1991-01-03'
@@ -92,7 +92,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: DC-AL
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: DC-AL
diff --git a/data/us/legislature/Elijah-Crane-e59ccc1e-b5f0-5b86-9b5b-a8fbf6038665.yml b/data/us/legislature/Elijah-Crane-e59ccc1e-b5f0-5b86-9b5b-a8fbf6038665.yml
index 192bd2e370..9a99ac1ca5 100644
--- a/data/us/legislature/Elijah-Crane-e59ccc1e-b5f0-5b86-9b5b-a8fbf6038665.yml
+++ b/data/us/legislature/Elijah-Crane-e59ccc1e-b5f0-5b86-9b5b-a8fbf6038665.yml
@@ -7,11 +7,11 @@ birth_date: 1980-01-03
 image: https://theunitedstates.io/images/congress/450x550/C001132.jpg
 party:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: AZ-2
diff --git a/data/us/legislature/Elise-M-Stefanik-febd3b9d-501f-5191-aaff-87666a5af603.yml b/data/us/legislature/Elise-M-Stefanik-febd3b9d-501f-5191-aaff-87666a5af603.yml
index 71f64c059c..eea0eebf9a 100644
--- a/data/us/legislature/Elise-M-Stefanik-febd3b9d-501f-5191-aaff-87666a5af603.yml
+++ b/data/us/legislature/Elise-M-Stefanik-febd3b9d-501f-5191-aaff-87666a5af603.yml
@@ -8,7 +8,7 @@ birth_date: 1984-07-02
 image: https://theunitedstates.io/images/congress/450x550/S001196.jpg
 party:
 - start_date: '2015-01-06'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2015-01-06'
@@ -32,7 +32,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NY-21
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NY-21
diff --git a/data/us/legislature/Elissa-Slotkin-e7ebade8-8c17-50e0-ac00-70e0327b9071.yml b/data/us/legislature/Elissa-Slotkin-e7ebade8-8c17-50e0-ac00-70e0327b9071.yml
index 7e2e25a18f..b90db80dd6 100644
--- a/data/us/legislature/Elissa-Slotkin-e7ebade8-8c17-50e0-ac00-70e0327b9071.yml
+++ b/data/us/legislature/Elissa-Slotkin-e7ebade8-8c17-50e0-ac00-70e0327b9071.yml
@@ -7,7 +7,7 @@ birth_date: 1976-07-10
 image: https://theunitedstates.io/images/congress/450x550/S001208.jpg
 party:
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2019-01-03'
@@ -21,7 +21,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MI-8
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MI-7
diff --git a/data/us/legislature/Elizabeth-Warren-3de20aaf-f982-5aa3-8280-c5154be829aa.yml b/data/us/legislature/Elizabeth-Warren-3de20aaf-f982-5aa3-8280-c5154be829aa.yml
index c38cfdefbb..36a75d43f2 100644
--- a/data/us/legislature/Elizabeth-Warren-3de20aaf-f982-5aa3-8280-c5154be829aa.yml
+++ b/data/us/legislature/Elizabeth-Warren-3de20aaf-f982-5aa3-8280-c5154be829aa.yml
@@ -7,7 +7,7 @@ birth_date: 1949-06-22
 image: https://theunitedstates.io/images/congress/450x550/W000817.jpg
 party:
 - start_date: '2013-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2013-01-03'
@@ -16,7 +16,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: Massachusetts
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: upper
   jurisdiction: ocd-jurisdiction/country:us/government
   district: Massachusetts
diff --git a/data/us/legislature/Emanuel-Cleaver-8ea538b9-6af5-5683-8b4b-9061f89691c1.yml b/data/us/legislature/Emanuel-Cleaver-8ea538b9-6af5-5683-8b4b-9061f89691c1.yml
index 3ed8a2f7eb..5e75fd87b0 100644
--- a/data/us/legislature/Emanuel-Cleaver-8ea538b9-6af5-5683-8b4b-9061f89691c1.yml
+++ b/data/us/legislature/Emanuel-Cleaver-8ea538b9-6af5-5683-8b4b-9061f89691c1.yml
@@ -7,7 +7,7 @@ birth_date: 1944-10-26
 image: https://theunitedstates.io/images/congress/450x550/C001061.jpg
 party:
 - start_date: '2005-01-04'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2005-01-04'
@@ -56,7 +56,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MO-5
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MO-5
diff --git a/data/us/legislature/Emilia-Strong-Sykes-93c5c8f8-8311-547d-9465-9e7fdc557769.yml b/data/us/legislature/Emilia-Strong-Sykes-93c5c8f8-8311-547d-9465-9e7fdc557769.yml
index a359f4bd4a..893ac9dcca 100644
--- a/data/us/legislature/Emilia-Strong-Sykes-93c5c8f8-8311-547d-9465-9e7fdc557769.yml
+++ b/data/us/legislature/Emilia-Strong-Sykes-93c5c8f8-8311-547d-9465-9e7fdc557769.yml
@@ -8,11 +8,11 @@ birth_date: 1986-01-04
 image: https://theunitedstates.io/images/congress/450x550/S001223.jpg
 party:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: OH-13
diff --git a/data/us/legislature/Eric-A-Rick-Crawford-9a89c225-65e9-5680-a780-9802c17cb7c4.yml b/data/us/legislature/Eric-A-Rick-Crawford-9a89c225-65e9-5680-a780-9802c17cb7c4.yml
index b5117bf37f..137726a47e 100644
--- a/data/us/legislature/Eric-A-Rick-Crawford-9a89c225-65e9-5680-a780-9802c17cb7c4.yml
+++ b/data/us/legislature/Eric-A-Rick-Crawford-9a89c225-65e9-5680-a780-9802c17cb7c4.yml
@@ -8,7 +8,7 @@ birth_date: 1966-01-22
 image: https://theunitedstates.io/images/congress/450x550/C001087.jpg
 party:
 - start_date: '2011-01-05'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2011-01-05'
@@ -42,7 +42,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: AR-1
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: AR-1
diff --git a/data/us/legislature/Eric-Burlison-6a54b336-ad96-5ceb-a963-50fe0f56c288.yml b/data/us/legislature/Eric-Burlison-6a54b336-ad96-5ceb-a963-50fe0f56c288.yml
index b4325c055e..ff25561310 100644
--- a/data/us/legislature/Eric-Burlison-6a54b336-ad96-5ceb-a963-50fe0f56c288.yml
+++ b/data/us/legislature/Eric-Burlison-6a54b336-ad96-5ceb-a963-50fe0f56c288.yml
@@ -8,11 +8,11 @@ birth_date: 1976-10-02
 image: https://theunitedstates.io/images/congress/450x550/B001316.jpg
 party:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MO-7
diff --git a/data/us/legislature/Eric-Sorensen-42d739b0-f570-5d50-b549-eeaa2c7507ee.yml b/data/us/legislature/Eric-Sorensen-42d739b0-f570-5d50-b549-eeaa2c7507ee.yml
index 3a6e317676..4d087e8795 100644
--- a/data/us/legislature/Eric-Sorensen-42d739b0-f570-5d50-b549-eeaa2c7507ee.yml
+++ b/data/us/legislature/Eric-Sorensen-42d739b0-f570-5d50-b549-eeaa2c7507ee.yml
@@ -7,11 +7,11 @@ birth_date: 1976-03-18
 image: https://theunitedstates.io/images/congress/450x550/S001225.jpg
 party:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: IL-17
diff --git a/data/us/legislature/Eric-Swalwell-032302ae-d513-5e31-bafc-8bc3cbb18d7c.yml b/data/us/legislature/Eric-Swalwell-032302ae-d513-5e31-bafc-8bc3cbb18d7c.yml
index eed8117c9d..c7180d5832 100644
--- a/data/us/legislature/Eric-Swalwell-032302ae-d513-5e31-bafc-8bc3cbb18d7c.yml
+++ b/data/us/legislature/Eric-Swalwell-032302ae-d513-5e31-bafc-8bc3cbb18d7c.yml
@@ -7,7 +7,7 @@ birth_date: 1980-11-16
 image: https://theunitedstates.io/images/congress/450x550/S001193.jpg
 party:
 - start_date: '2013-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2013-01-03'
@@ -36,7 +36,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-15
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-14
diff --git a/data/us/legislature/Erin-Houchin-c5e2bb91-8e10-5b4c-a442-bf5edb05bd45.yml b/data/us/legislature/Erin-Houchin-c5e2bb91-8e10-5b4c-a442-bf5edb05bd45.yml
index 9ce256ca17..3c1a24b482 100644
--- a/data/us/legislature/Erin-Houchin-c5e2bb91-8e10-5b4c-a442-bf5edb05bd45.yml
+++ b/data/us/legislature/Erin-Houchin-c5e2bb91-8e10-5b4c-a442-bf5edb05bd45.yml
@@ -8,11 +8,11 @@ birth_date: 1976-09-24
 image: https://theunitedstates.io/images/congress/450x550/H001093.jpg
 party:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: IN-9
diff --git a/data/us/legislature/Frank-D-Lucas-90a2bdbf-1b51-5e72-aef9-5a98c305f31d.yml b/data/us/legislature/Frank-D-Lucas-90a2bdbf-1b51-5e72-aef9-5a98c305f31d.yml
index 004b2562fe..35e6f63c51 100644
--- a/data/us/legislature/Frank-D-Lucas-90a2bdbf-1b51-5e72-aef9-5a98c305f31d.yml
+++ b/data/us/legislature/Frank-D-Lucas-90a2bdbf-1b51-5e72-aef9-5a98c305f31d.yml
@@ -8,7 +8,7 @@ birth_date: 1960-01-06
 image: https://theunitedstates.io/images/congress/450x550/L000491.jpg
 party:
 - start_date: '1993-05-10'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '1993-05-10'
@@ -87,7 +87,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: OK-3
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: OK-3
diff --git a/data/us/legislature/Frank-J-Mrvan-c6c1c65f-7735-5ebb-951c-56d6cacc8ebb.yml b/data/us/legislature/Frank-J-Mrvan-c6c1c65f-7735-5ebb-951c-56d6cacc8ebb.yml
index 07e43e2360..49cce1be8c 100644
--- a/data/us/legislature/Frank-J-Mrvan-c6c1c65f-7735-5ebb-951c-56d6cacc8ebb.yml
+++ b/data/us/legislature/Frank-J-Mrvan-c6c1c65f-7735-5ebb-951c-56d6cacc8ebb.yml
@@ -8,7 +8,7 @@ birth_date: 1969-04-16
 image: https://theunitedstates.io/images/congress/450x550/M001214.jpg
 party:
 - start_date: '2021-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2021-01-03'
@@ -17,7 +17,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: IN-1
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: IN-1
diff --git a/data/us/legislature/Frank-Pallone-Jr-dfcc16d4-7116-5a16-bf7f-81c6f10d8276.yml b/data/us/legislature/Frank-Pallone-Jr-dfcc16d4-7116-5a16-bf7f-81c6f10d8276.yml
index 21c4e58d44..13b90fec22 100644
--- a/data/us/legislature/Frank-Pallone-Jr-dfcc16d4-7116-5a16-bf7f-81c6f10d8276.yml
+++ b/data/us/legislature/Frank-Pallone-Jr-dfcc16d4-7116-5a16-bf7f-81c6f10d8276.yml
@@ -8,7 +8,7 @@ birth_date: 1951-10-30
 image: https://theunitedstates.io/images/congress/450x550/P000034.jpg
 party:
 - start_date: '1987-01-06'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '1987-01-06'
@@ -102,7 +102,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NJ-6
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NJ-6
diff --git a/data/us/legislature/Frederica-S-Wilson-bd701bdc-2944-5bb8-b4bf-e2914e6e1241.yml b/data/us/legislature/Frederica-S-Wilson-bd701bdc-2944-5bb8-b4bf-e2914e6e1241.yml
index 2b0a1a0ff4..f21f804a7d 100644
--- a/data/us/legislature/Frederica-S-Wilson-bd701bdc-2944-5bb8-b4bf-e2914e6e1241.yml
+++ b/data/us/legislature/Frederica-S-Wilson-bd701bdc-2944-5bb8-b4bf-e2914e6e1241.yml
@@ -8,7 +8,7 @@ birth_date: 1942-11-05
 image: https://theunitedstates.io/images/congress/450x550/W000808.jpg
 party:
 - start_date: '2011-01-05'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2011-01-05'
@@ -42,7 +42,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: FL-24
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: FL-24
diff --git a/data/us/legislature/Gabe-Amo-c0f06e59-7d28-535f-8efe-5f49f273763d.yml b/data/us/legislature/Gabe-Amo-c0f06e59-7d28-535f-8efe-5f49f273763d.yml
index 9258d5b374..fc90cc089a 100644
--- a/data/us/legislature/Gabe-Amo-c0f06e59-7d28-535f-8efe-5f49f273763d.yml
+++ b/data/us/legislature/Gabe-Amo-c0f06e59-7d28-535f-8efe-5f49f273763d.yml
@@ -7,11 +7,11 @@ birth_date: 1987-12-11
 image: https://theunitedstates.io/images/congress/450x550/A000380.jpg
 party:
 - start_date: '2023-11-07'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2023-11-07'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: RI-1
diff --git a/data/us/legislature/Gabe-Vasquez-e643b29f-840b-51ac-aba1-62c85eb9e36c.yml b/data/us/legislature/Gabe-Vasquez-e643b29f-840b-51ac-aba1-62c85eb9e36c.yml
index 4a1bdb9b8a..9d99de2fa4 100644
--- a/data/us/legislature/Gabe-Vasquez-e643b29f-840b-51ac-aba1-62c85eb9e36c.yml
+++ b/data/us/legislature/Gabe-Vasquez-e643b29f-840b-51ac-aba1-62c85eb9e36c.yml
@@ -7,11 +7,11 @@ birth_date: 1984-08-03
 image: https://theunitedstates.io/images/congress/450x550/V000136.jpg
 party:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NM-2
diff --git a/data/us/legislature/Garret-Graves-6b0fb307-b985-56d0-83d3-c17a01e9b98e.yml b/data/us/legislature/Garret-Graves-6b0fb307-b985-56d0-83d3-c17a01e9b98e.yml
index 34ef558acf..f4519cf61b 100644
--- a/data/us/legislature/Garret-Graves-6b0fb307-b985-56d0-83d3-c17a01e9b98e.yml
+++ b/data/us/legislature/Garret-Graves-6b0fb307-b985-56d0-83d3-c17a01e9b98e.yml
@@ -7,7 +7,7 @@ birth_date: 1972-01-31
 image: https://theunitedstates.io/images/congress/450x550/G000577.jpg
 party:
 - start_date: '2015-01-06'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2015-01-06'
@@ -31,7 +31,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: LA-6
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: LA-6
diff --git a/data/us/legislature/Gary-J-Palmer-1add3f9c-2946-50ed-92e9-fa54a98fe985.yml b/data/us/legislature/Gary-J-Palmer-1add3f9c-2946-50ed-92e9-fa54a98fe985.yml
index 37c2063af9..a5f03a772d 100644
--- a/data/us/legislature/Gary-J-Palmer-1add3f9c-2946-50ed-92e9-fa54a98fe985.yml
+++ b/data/us/legislature/Gary-J-Palmer-1add3f9c-2946-50ed-92e9-fa54a98fe985.yml
@@ -8,7 +8,7 @@ birth_date: 1954-05-14
 image: https://theunitedstates.io/images/congress/450x550/P000609.jpg
 party:
 - start_date: '2015-01-06'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2015-01-06'
@@ -32,7 +32,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: AL-6
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: AL-6
diff --git a/data/us/legislature/George-S-Helmy-ef3e7d6c-ac3c-58d2-9404-0b164aea0477.yml b/data/us/legislature/George-S-Helmy-ef3e7d6c-ac3c-58d2-9404-0b164aea0477.yml
index 131e676783..a0e2e8ce73 100644
--- a/data/us/legislature/George-S-Helmy-ef3e7d6c-ac3c-58d2-9404-0b164aea0477.yml
+++ b/data/us/legislature/George-S-Helmy-ef3e7d6c-ac3c-58d2-9404-0b164aea0477.yml
@@ -8,11 +8,11 @@ birth_date: 1979-10-27
 image: https://theunitedstates.io/images/congress/450x550/H001097.jpg
 party:
 - start_date: '2024-09-09'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2024-09-09'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: upper
   jurisdiction: ocd-jurisdiction/country:us/government
   district: New Jersey
diff --git a/data/us/legislature/Gerald-E-Connolly-716b011f-3673-558d-b35f-d5a454cafa81.yml b/data/us/legislature/Gerald-E-Connolly-716b011f-3673-558d-b35f-d5a454cafa81.yml
index b8b6672bd9..5082dcd8bb 100644
--- a/data/us/legislature/Gerald-E-Connolly-716b011f-3673-558d-b35f-d5a454cafa81.yml
+++ b/data/us/legislature/Gerald-E-Connolly-716b011f-3673-558d-b35f-d5a454cafa81.yml
@@ -8,7 +8,7 @@ birth_date: 1950-03-30
 image: https://theunitedstates.io/images/congress/450x550/C001078.jpg
 party:
 - start_date: '2009-01-06'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2009-01-06'
@@ -47,7 +47,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: VA-11
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: VA-11
diff --git a/data/us/legislature/Glenn-Grothman-57016d46-c931-5a93-aeb5-1ffec71fb87e.yml b/data/us/legislature/Glenn-Grothman-57016d46-c931-5a93-aeb5-1ffec71fb87e.yml
index d1711c8c0c..8bd9e60fcf 100644
--- a/data/us/legislature/Glenn-Grothman-57016d46-c931-5a93-aeb5-1ffec71fb87e.yml
+++ b/data/us/legislature/Glenn-Grothman-57016d46-c931-5a93-aeb5-1ffec71fb87e.yml
@@ -7,7 +7,7 @@ birth_date: 1955-07-03
 image: https://theunitedstates.io/images/congress/450x550/G000576.jpg
 party:
 - start_date: '2015-01-06'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2015-01-06'
@@ -31,7 +31,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: WI-6
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: WI-6
diff --git a/data/us/legislature/Glenn-Ivey-3e53830a-108c-5864-92f1-9f9c8f7b1d0f.yml b/data/us/legislature/Glenn-Ivey-3e53830a-108c-5864-92f1-9f9c8f7b1d0f.yml
index 804ad23540..2163378163 100644
--- a/data/us/legislature/Glenn-Ivey-3e53830a-108c-5864-92f1-9f9c8f7b1d0f.yml
+++ b/data/us/legislature/Glenn-Ivey-3e53830a-108c-5864-92f1-9f9c8f7b1d0f.yml
@@ -8,11 +8,11 @@ birth_date: 1961-02-27
 image: https://theunitedstates.io/images/congress/450x550/I000058.jpg
 party:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MD-4
diff --git a/data/us/legislature/Glenn-Thompson-2faf9e06-f667-5b60-830f-2161dae9c77a.yml b/data/us/legislature/Glenn-Thompson-2faf9e06-f667-5b60-830f-2161dae9c77a.yml
index 490fd97a49..11fca0bce2 100644
--- a/data/us/legislature/Glenn-Thompson-2faf9e06-f667-5b60-830f-2161dae9c77a.yml
+++ b/data/us/legislature/Glenn-Thompson-2faf9e06-f667-5b60-830f-2161dae9c77a.yml
@@ -7,7 +7,7 @@ birth_date: 1959-07-27
 image: https://theunitedstates.io/images/congress/450x550/T000467.jpg
 party:
 - start_date: '2009-01-06'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2009-01-06'
@@ -46,7 +46,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: PA-15
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: PA-15
diff --git a/data/us/legislature/Grace-F-Napolitano-228dc55f-1b76-5458-b344-4df46c4e632a.yml b/data/us/legislature/Grace-F-Napolitano-228dc55f-1b76-5458-b344-4df46c4e632a.yml
index 69e817b2f2..0c96881980 100644
--- a/data/us/legislature/Grace-F-Napolitano-228dc55f-1b76-5458-b344-4df46c4e632a.yml
+++ b/data/us/legislature/Grace-F-Napolitano-228dc55f-1b76-5458-b344-4df46c4e632a.yml
@@ -8,7 +8,7 @@ birth_date: 1936-12-04
 image: https://theunitedstates.io/images/congress/450x550/N000179.jpg
 party:
 - start_date: '1999-01-06'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '1999-01-06'
@@ -72,7 +72,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-32
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-31
diff --git a/data/us/legislature/Grace-Meng-ae123357-c70e-5d29-b16f-2d17775ab0f6.yml b/data/us/legislature/Grace-Meng-ae123357-c70e-5d29-b16f-2d17775ab0f6.yml
index 6fc2437586..848b30528e 100644
--- a/data/us/legislature/Grace-Meng-ae123357-c70e-5d29-b16f-2d17775ab0f6.yml
+++ b/data/us/legislature/Grace-Meng-ae123357-c70e-5d29-b16f-2d17775ab0f6.yml
@@ -7,7 +7,7 @@ birth_date: 1975-10-01
 image: https://theunitedstates.io/images/congress/450x550/M001188.jpg
 party:
 - start_date: '2013-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2013-01-03'
@@ -36,7 +36,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NY-6
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NY-6
diff --git a/data/us/legislature/Greg-Casar-3b0de391-3f75-564b-9b1c-c793300ff1a9.yml b/data/us/legislature/Greg-Casar-3b0de391-3f75-564b-9b1c-c793300ff1a9.yml
index 0a262610b4..286375f91d 100644
--- a/data/us/legislature/Greg-Casar-3b0de391-3f75-564b-9b1c-c793300ff1a9.yml
+++ b/data/us/legislature/Greg-Casar-3b0de391-3f75-564b-9b1c-c793300ff1a9.yml
@@ -8,11 +8,11 @@ birth_date: 1989-05-04
 image: https://theunitedstates.io/images/congress/450x550/C001131.jpg
 party:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: TX-35
diff --git a/data/us/legislature/Greg-Landsman-63dfcb23-8196-5bd6-a5cc-b6592d99150e.yml b/data/us/legislature/Greg-Landsman-63dfcb23-8196-5bd6-a5cc-b6592d99150e.yml
index 6b10bfebfd..5f2f929f57 100644
--- a/data/us/legislature/Greg-Landsman-63dfcb23-8196-5bd6-a5cc-b6592d99150e.yml
+++ b/data/us/legislature/Greg-Landsman-63dfcb23-8196-5bd6-a5cc-b6592d99150e.yml
@@ -8,11 +8,11 @@ birth_date: 1976-12-04
 image: https://theunitedstates.io/images/congress/450x550/L000601.jpg
 party:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: OH-1
diff --git a/data/us/legislature/Greg-Lopez-b513aafd-8615-53db-910f-b0d3e4c0dec6.yml b/data/us/legislature/Greg-Lopez-b513aafd-8615-53db-910f-b0d3e4c0dec6.yml
index e12d70b7c7..3910fdb3d2 100644
--- a/data/us/legislature/Greg-Lopez-b513aafd-8615-53db-910f-b0d3e4c0dec6.yml
+++ b/data/us/legislature/Greg-Lopez-b513aafd-8615-53db-910f-b0d3e4c0dec6.yml
@@ -7,11 +7,11 @@ birth_date: 1964-06-07
 image: https://theunitedstates.io/images/congress/450x550/L000604.jpg
 party:
 - start_date: '2024-07-08'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2024-07-08'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CO-4
diff --git a/data/us/legislature/Greg-Pence-4c0bab34-0485-54c6-8b00-15042f52fd87.yml b/data/us/legislature/Greg-Pence-4c0bab34-0485-54c6-8b00-15042f52fd87.yml
index 452541c1b3..760caa57d9 100644
--- a/data/us/legislature/Greg-Pence-4c0bab34-0485-54c6-8b00-15042f52fd87.yml
+++ b/data/us/legislature/Greg-Pence-4c0bab34-0485-54c6-8b00-15042f52fd87.yml
@@ -7,7 +7,7 @@ birth_date: 1956-11-14
 image: https://theunitedstates.io/images/congress/450x550/P000615.jpg
 party:
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2019-01-03'
@@ -21,7 +21,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: IN-6
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: IN-6
diff --git a/data/us/legislature/Greg-Stanton-3300ee9c-6602-5be9-9bb5-2fb7f65a8d5c.yml b/data/us/legislature/Greg-Stanton-3300ee9c-6602-5be9-9bb5-2fb7f65a8d5c.yml
index f4ac58a4bf..df9e939f4b 100644
--- a/data/us/legislature/Greg-Stanton-3300ee9c-6602-5be9-9bb5-2fb7f65a8d5c.yml
+++ b/data/us/legislature/Greg-Stanton-3300ee9c-6602-5be9-9bb5-2fb7f65a8d5c.yml
@@ -7,7 +7,7 @@ birth_date: 1970-03-08
 image: https://theunitedstates.io/images/congress/450x550/S001211.jpg
 party:
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2019-01-03'
@@ -21,7 +21,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: AZ-9
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: AZ-4
diff --git a/data/us/legislature/Gregorio-Kilili-Camacho-Sablan-3f4f5bab-eae1-594a-a93f-53c463b03d5b.yml b/data/us/legislature/Gregorio-Kilili-Camacho-Sablan-3f4f5bab-eae1-594a-a93f-53c463b03d5b.yml
index fe412bd592..02613712c8 100644
--- a/data/us/legislature/Gregorio-Kilili-Camacho-Sablan-3f4f5bab-eae1-594a-a93f-53c463b03d5b.yml
+++ b/data/us/legislature/Gregorio-Kilili-Camacho-Sablan-3f4f5bab-eae1-594a-a93f-53c463b03d5b.yml
@@ -8,7 +8,7 @@ birth_date: 1955-01-19
 image: https://theunitedstates.io/images/congress/450x550/S001177.jpg
 party:
 - start_date: '2009-01-06'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 - start_date: '2015-01-06'
   end_date: '2017-01-03'
@@ -50,7 +50,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MP-AL
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MP-AL
diff --git a/data/us/legislature/Gregory-F-Murphy-b66a5d85-c9cd-5689-a482-d175230ab86d.yml b/data/us/legislature/Gregory-F-Murphy-b66a5d85-c9cd-5689-a482-d175230ab86d.yml
index e74e6a0068..4e98629921 100644
--- a/data/us/legislature/Gregory-F-Murphy-b66a5d85-c9cd-5689-a482-d175230ab86d.yml
+++ b/data/us/legislature/Gregory-F-Murphy-b66a5d85-c9cd-5689-a482-d175230ab86d.yml
@@ -8,7 +8,7 @@ birth_date: 1963-03-05
 image: https://theunitedstates.io/images/congress/450x550/M001210.jpg
 party:
 - start_date: '2019-09-17'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2019-09-17'
@@ -22,7 +22,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NC-3
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NC-3
diff --git a/data/us/legislature/Gregory-W-Meeks-372b42da-f525-5938-9a01-e21378fe287c.yml b/data/us/legislature/Gregory-W-Meeks-372b42da-f525-5938-9a01-e21378fe287c.yml
index 029f94d260..27cab0063b 100644
--- a/data/us/legislature/Gregory-W-Meeks-372b42da-f525-5938-9a01-e21378fe287c.yml
+++ b/data/us/legislature/Gregory-W-Meeks-372b42da-f525-5938-9a01-e21378fe287c.yml
@@ -8,7 +8,7 @@ birth_date: 1953-09-25
 image: https://theunitedstates.io/images/congress/450x550/M001137.jpg
 party:
 - start_date: '1997-01-07'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '1997-01-07'
@@ -77,7 +77,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NY-5
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NY-5
diff --git a/data/us/legislature/Gus-M-Bilirakis-cd29931a-8dab-5ad7-8d4e-f0066cce7d4c.yml b/data/us/legislature/Gus-M-Bilirakis-cd29931a-8dab-5ad7-8d4e-f0066cce7d4c.yml
index 4e6c020c1b..c0d517e1a2 100644
--- a/data/us/legislature/Gus-M-Bilirakis-cd29931a-8dab-5ad7-8d4e-f0066cce7d4c.yml
+++ b/data/us/legislature/Gus-M-Bilirakis-cd29931a-8dab-5ad7-8d4e-f0066cce7d4c.yml
@@ -8,7 +8,7 @@ birth_date: 1963-02-08
 image: https://theunitedstates.io/images/congress/450x550/B001257.jpg
 party:
 - start_date: '2007-01-04'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2007-01-04'
@@ -52,7 +52,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: FL-12
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: FL-12
diff --git a/data/us/legislature/Guy-Reschenthaler-58bfb394-46c1-51e6-9f85-c3f091ddada7.yml b/data/us/legislature/Guy-Reschenthaler-58bfb394-46c1-51e6-9f85-c3f091ddada7.yml
index 74159a2c17..7d9adbdd2e 100644
--- a/data/us/legislature/Guy-Reschenthaler-58bfb394-46c1-51e6-9f85-c3f091ddada7.yml
+++ b/data/us/legislature/Guy-Reschenthaler-58bfb394-46c1-51e6-9f85-c3f091ddada7.yml
@@ -7,7 +7,7 @@ birth_date: 1983-04-17
 image: https://theunitedstates.io/images/congress/450x550/R000610.jpg
 party:
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2019-01-03'
@@ -21,7 +21,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: PA-14
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: PA-14
diff --git a/data/us/legislature/Gwen-Moore-0223a517-1c97-5425-8bca-2120c45ce2e5.yml b/data/us/legislature/Gwen-Moore-0223a517-1c97-5425-8bca-2120c45ce2e5.yml
index 95b7e87ffc..06820c2f06 100644
--- a/data/us/legislature/Gwen-Moore-0223a517-1c97-5425-8bca-2120c45ce2e5.yml
+++ b/data/us/legislature/Gwen-Moore-0223a517-1c97-5425-8bca-2120c45ce2e5.yml
@@ -7,7 +7,7 @@ birth_date: 1951-04-18
 image: https://theunitedstates.io/images/congress/450x550/M001160.jpg
 party:
 - start_date: '2005-01-04'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2005-01-04'
@@ -56,7 +56,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: WI-4
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: WI-4
diff --git a/data/us/legislature/H-Morgan-Griffith-562f0794-c1fb-50ee-b69c-3a01b25cfc3a.yml b/data/us/legislature/H-Morgan-Griffith-562f0794-c1fb-50ee-b69c-3a01b25cfc3a.yml
index 4004db1d29..b8c8defdf7 100644
--- a/data/us/legislature/H-Morgan-Griffith-562f0794-c1fb-50ee-b69c-3a01b25cfc3a.yml
+++ b/data/us/legislature/H-Morgan-Griffith-562f0794-c1fb-50ee-b69c-3a01b25cfc3a.yml
@@ -8,7 +8,7 @@ birth_date: 1958-03-15
 image: https://theunitedstates.io/images/congress/450x550/G000568.jpg
 party:
 - start_date: '2011-01-05'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2011-01-05'
@@ -42,7 +42,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: VA-9
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: VA-9
diff --git a/data/us/legislature/Hakeem-S-Jeffries-f06d8480-e875-5184-8316-4140a912a03d.yml b/data/us/legislature/Hakeem-S-Jeffries-f06d8480-e875-5184-8316-4140a912a03d.yml
index d441b42d96..952ee03528 100644
--- a/data/us/legislature/Hakeem-S-Jeffries-f06d8480-e875-5184-8316-4140a912a03d.yml
+++ b/data/us/legislature/Hakeem-S-Jeffries-f06d8480-e875-5184-8316-4140a912a03d.yml
@@ -8,7 +8,7 @@ birth_date: 1970-08-04
 image: https://theunitedstates.io/images/congress/450x550/J000294.jpg
 party:
 - start_date: '2013-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2013-01-03'
@@ -37,7 +37,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NY-8
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NY-8
diff --git a/data/us/legislature/Haley-M-Stevens-62d84fce-0ff4-53df-b7a8-4c02d1dc8654.yml b/data/us/legislature/Haley-M-Stevens-62d84fce-0ff4-53df-b7a8-4c02d1dc8654.yml
index 09659ed037..72bfb56851 100644
--- a/data/us/legislature/Haley-M-Stevens-62d84fce-0ff4-53df-b7a8-4c02d1dc8654.yml
+++ b/data/us/legislature/Haley-M-Stevens-62d84fce-0ff4-53df-b7a8-4c02d1dc8654.yml
@@ -8,7 +8,7 @@ birth_date: 1983-06-24
 image: https://theunitedstates.io/images/congress/450x550/S001215.jpg
 party:
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2019-01-03'
@@ -22,7 +22,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MI-11
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MI-11
diff --git a/data/us/legislature/Harold-Rogers-8b8caa4b-52c1-54aa-bb51-bd0bccdc69b9.yml b/data/us/legislature/Harold-Rogers-8b8caa4b-52c1-54aa-bb51-bd0bccdc69b9.yml
index a9b75ffad8..8a50dfddc8 100644
--- a/data/us/legislature/Harold-Rogers-8b8caa4b-52c1-54aa-bb51-bd0bccdc69b9.yml
+++ b/data/us/legislature/Harold-Rogers-8b8caa4b-52c1-54aa-bb51-bd0bccdc69b9.yml
@@ -7,7 +7,7 @@ birth_date: 1937-12-31
 image: https://theunitedstates.io/images/congress/450x550/R000395.jpg
 party:
 - start_date: '1981-01-05'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '1981-01-05'
@@ -116,7 +116,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: KY-5
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: KY-5
diff --git a/data/us/legislature/Harriet-M-Hageman-17005404-0e78-5bcc-8a71-d67af0e033fd.yml b/data/us/legislature/Harriet-M-Hageman-17005404-0e78-5bcc-8a71-d67af0e033fd.yml
index 8228cca29f..d5a23ba048 100644
--- a/data/us/legislature/Harriet-M-Hageman-17005404-0e78-5bcc-8a71-d67af0e033fd.yml
+++ b/data/us/legislature/Harriet-M-Hageman-17005404-0e78-5bcc-8a71-d67af0e033fd.yml
@@ -8,11 +8,11 @@ birth_date: 1962-10-18
 image: https://theunitedstates.io/images/congress/450x550/H001096.jpg
 party:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: WY-AL
diff --git a/data/us/legislature/Henry-C-Hank-Johnson-Jr-51b7316e-0885-571b-8a2e-daf54dd906bb.yml b/data/us/legislature/Henry-C-Hank-Johnson-Jr-51b7316e-0885-571b-8a2e-daf54dd906bb.yml
index 17b0971726..ab6399e9a1 100644
--- a/data/us/legislature/Henry-C-Hank-Johnson-Jr-51b7316e-0885-571b-8a2e-daf54dd906bb.yml
+++ b/data/us/legislature/Henry-C-Hank-Johnson-Jr-51b7316e-0885-571b-8a2e-daf54dd906bb.yml
@@ -8,7 +8,7 @@ birth_date: 1954-10-02
 image: https://theunitedstates.io/images/congress/450x550/J000288.jpg
 party:
 - start_date: '2007-01-04'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2007-01-04'
@@ -52,7 +52,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: GA-4
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: GA-4
diff --git a/data/us/legislature/Henry-Cuellar-f67869ed-f124-54ce-b870-600ae4ff20e8.yml b/data/us/legislature/Henry-Cuellar-f67869ed-f124-54ce-b870-600ae4ff20e8.yml
index 7325469272..7e664a8b87 100644
--- a/data/us/legislature/Henry-Cuellar-f67869ed-f124-54ce-b870-600ae4ff20e8.yml
+++ b/data/us/legislature/Henry-Cuellar-f67869ed-f124-54ce-b870-600ae4ff20e8.yml
@@ -7,7 +7,7 @@ birth_date: 1955-09-19
 image: https://theunitedstates.io/images/congress/450x550/C001063.jpg
 party:
 - start_date: '2005-01-04'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2005-01-04'
@@ -56,7 +56,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: TX-28
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: TX-28
diff --git a/data/us/legislature/Hillary-J-Scholten-55404260-10e4-59e0-b228-2a01a21fb952.yml b/data/us/legislature/Hillary-J-Scholten-55404260-10e4-59e0-b228-2a01a21fb952.yml
index b087fd5593..5597d7f318 100644
--- a/data/us/legislature/Hillary-J-Scholten-55404260-10e4-59e0-b228-2a01a21fb952.yml
+++ b/data/us/legislature/Hillary-J-Scholten-55404260-10e4-59e0-b228-2a01a21fb952.yml
@@ -8,11 +8,11 @@ birth_date: 1982-02-22
 image: https://theunitedstates.io/images/congress/450x550/S001221.jpg
 party:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MI-3
diff --git a/data/us/legislature/Ilhan-Omar-dc1ded48-08a5-5981-be73-53bbbe668782.yml b/data/us/legislature/Ilhan-Omar-dc1ded48-08a5-5981-be73-53bbbe668782.yml
index 0a7be5270f..53ca802893 100644
--- a/data/us/legislature/Ilhan-Omar-dc1ded48-08a5-5981-be73-53bbbe668782.yml
+++ b/data/us/legislature/Ilhan-Omar-dc1ded48-08a5-5981-be73-53bbbe668782.yml
@@ -7,7 +7,7 @@ birth_date: 1981-10-04
 image: https://theunitedstates.io/images/congress/450x550/O000173.jpg
 party:
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2019-01-03'
@@ -21,7 +21,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MN-5
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MN-5
diff --git a/data/us/legislature/J-French-Hill-73ff0305-598d-5558-9b5e-6834be8a503a.yml b/data/us/legislature/J-French-Hill-73ff0305-598d-5558-9b5e-6834be8a503a.yml
index e8fe2a541e..f769a5996e 100644
--- a/data/us/legislature/J-French-Hill-73ff0305-598d-5558-9b5e-6834be8a503a.yml
+++ b/data/us/legislature/J-French-Hill-73ff0305-598d-5558-9b5e-6834be8a503a.yml
@@ -8,7 +8,7 @@ birth_date: 1956-12-05
 image: https://theunitedstates.io/images/congress/450x550/H001072.jpg
 party:
 - start_date: '2015-01-06'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2015-01-06'
@@ -32,7 +32,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: AR-2
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: AR-2
diff --git a/data/us/legislature/J-Luis-Correa-86b65fd7-4549-51fa-80e8-eaf3daf3e60e.yml b/data/us/legislature/J-Luis-Correa-86b65fd7-4549-51fa-80e8-eaf3daf3e60e.yml
index 2ebec81d71..86be2c7ccc 100644
--- a/data/us/legislature/J-Luis-Correa-86b65fd7-4549-51fa-80e8-eaf3daf3e60e.yml
+++ b/data/us/legislature/J-Luis-Correa-86b65fd7-4549-51fa-80e8-eaf3daf3e60e.yml
@@ -8,7 +8,7 @@ birth_date: 1958-01-24
 image: https://theunitedstates.io/images/congress/450x550/C001110.jpg
 party:
 - start_date: '2017-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2017-01-03'
@@ -27,7 +27,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-46
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-46
diff --git a/data/us/legislature/Jack-Bergman-5f3b131a-0f64-5d55-875a-2861e5347727.yml b/data/us/legislature/Jack-Bergman-5f3b131a-0f64-5d55-875a-2861e5347727.yml
index c7ec30dca4..36d0de8e8e 100644
--- a/data/us/legislature/Jack-Bergman-5f3b131a-0f64-5d55-875a-2861e5347727.yml
+++ b/data/us/legislature/Jack-Bergman-5f3b131a-0f64-5d55-875a-2861e5347727.yml
@@ -7,7 +7,7 @@ birth_date: 1947-02-02
 image: https://theunitedstates.io/images/congress/450x550/B001301.jpg
 party:
 - start_date: '2017-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2017-01-03'
@@ -26,7 +26,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MI-1
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MI-1
diff --git a/data/us/legislature/Jacky-Rosen-2f7f8ec5-f652-5c47-8dcb-06d7bc54557c.yml b/data/us/legislature/Jacky-Rosen-2f7f8ec5-f652-5c47-8dcb-06d7bc54557c.yml
index 8d9c1d53c6..d9c368ab61 100644
--- a/data/us/legislature/Jacky-Rosen-2f7f8ec5-f652-5c47-8dcb-06d7bc54557c.yml
+++ b/data/us/legislature/Jacky-Rosen-2f7f8ec5-f652-5c47-8dcb-06d7bc54557c.yml
@@ -7,7 +7,7 @@ birth_date: 1957-08-02
 image: https://theunitedstates.io/images/congress/450x550/R000608.jpg
 party:
 - start_date: '2017-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2017-01-03'
@@ -16,7 +16,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NV-3
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: upper
   jurisdiction: ocd-jurisdiction/country:us/government
   district: Nevada
diff --git a/data/us/legislature/Jahana-Hayes-1d87ca8c-1a95-531f-bbdd-34e1679d45d2.yml b/data/us/legislature/Jahana-Hayes-1d87ca8c-1a95-531f-bbdd-34e1679d45d2.yml
index dc5520c08a..b44d8a156a 100644
--- a/data/us/legislature/Jahana-Hayes-1d87ca8c-1a95-531f-bbdd-34e1679d45d2.yml
+++ b/data/us/legislature/Jahana-Hayes-1d87ca8c-1a95-531f-bbdd-34e1679d45d2.yml
@@ -7,7 +7,7 @@ birth_date: 1973-03-08
 image: https://theunitedstates.io/images/congress/450x550/H001081.jpg
 party:
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2019-01-03'
@@ -21,7 +21,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CT-5
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CT-5
diff --git a/data/us/legislature/Jake-Auchincloss-a68063b7-2ce8-5638-a836-4fa7b22b3432.yml b/data/us/legislature/Jake-Auchincloss-a68063b7-2ce8-5638-a836-4fa7b22b3432.yml
index 01df8f1c09..dbacb79d35 100644
--- a/data/us/legislature/Jake-Auchincloss-a68063b7-2ce8-5638-a836-4fa7b22b3432.yml
+++ b/data/us/legislature/Jake-Auchincloss-a68063b7-2ce8-5638-a836-4fa7b22b3432.yml
@@ -8,7 +8,7 @@ birth_date: 1988-01-29
 image: https://theunitedstates.io/images/congress/450x550/A000148.jpg
 party:
 - start_date: '2021-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2021-01-03'
@@ -17,7 +17,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MA-4
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MA-4
diff --git a/data/us/legislature/Jake-Ellzey-7add5a36-095e-5209-b94f-71b436555100.yml b/data/us/legislature/Jake-Ellzey-7add5a36-095e-5209-b94f-71b436555100.yml
index cdf1736c9b..8b4d33aa3f 100644
--- a/data/us/legislature/Jake-Ellzey-7add5a36-095e-5209-b94f-71b436555100.yml
+++ b/data/us/legislature/Jake-Ellzey-7add5a36-095e-5209-b94f-71b436555100.yml
@@ -7,7 +7,7 @@ birth_date: 1970-01-24
 image: https://theunitedstates.io/images/congress/450x550/E000071.jpg
 party:
 - start_date: '2021-07-30'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2021-07-30'
@@ -16,7 +16,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: TX-6
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: TX-6
diff --git a/data/us/legislature/Jake-LaTurner-b4bfc55d-3cdd-5a6e-accf-912a2b2d28b8.yml b/data/us/legislature/Jake-LaTurner-b4bfc55d-3cdd-5a6e-accf-912a2b2d28b8.yml
index aa7a5a044e..09ecf93319 100644
--- a/data/us/legislature/Jake-LaTurner-b4bfc55d-3cdd-5a6e-accf-912a2b2d28b8.yml
+++ b/data/us/legislature/Jake-LaTurner-b4bfc55d-3cdd-5a6e-accf-912a2b2d28b8.yml
@@ -7,7 +7,7 @@ birth_date: 1988-02-17
 image: https://theunitedstates.io/images/congress/450x550/L000266.jpg
 party:
 - start_date: '2021-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2021-01-03'
@@ -16,7 +16,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: KS-2
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: KS-2
diff --git a/data/us/legislature/Jamaal-Bowman-e79a7ea4-9fcd-5c43-99b3-68bee77eb928.yml b/data/us/legislature/Jamaal-Bowman-e79a7ea4-9fcd-5c43-99b3-68bee77eb928.yml
index 4914865e00..b316e75ad7 100644
--- a/data/us/legislature/Jamaal-Bowman-e79a7ea4-9fcd-5c43-99b3-68bee77eb928.yml
+++ b/data/us/legislature/Jamaal-Bowman-e79a7ea4-9fcd-5c43-99b3-68bee77eb928.yml
@@ -7,7 +7,7 @@ birth_date: 1976-04-01
 image: https://theunitedstates.io/images/congress/450x550/B001223.jpg
 party:
 - start_date: '2021-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2021-01-03'
@@ -16,7 +16,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NY-16
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NY-16
diff --git a/data/us/legislature/James-A-Himes-e1a8d4da-7cbd-571e-817d-774ff06bb342.yml b/data/us/legislature/James-A-Himes-e1a8d4da-7cbd-571e-817d-774ff06bb342.yml
index 15855d52d4..82f38a8677 100644
--- a/data/us/legislature/James-A-Himes-e1a8d4da-7cbd-571e-817d-774ff06bb342.yml
+++ b/data/us/legislature/James-A-Himes-e1a8d4da-7cbd-571e-817d-774ff06bb342.yml
@@ -8,7 +8,7 @@ birth_date: 1966-07-05
 image: https://theunitedstates.io/images/congress/450x550/H001047.jpg
 party:
 - start_date: '2009-01-06'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2009-01-06'
@@ -47,7 +47,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CT-4
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CT-4
diff --git a/data/us/legislature/James-C-Moylan-4f6d6ecb-8f69-5f40-9965-ac5fab1e3dba.yml b/data/us/legislature/James-C-Moylan-4f6d6ecb-8f69-5f40-9965-ac5fab1e3dba.yml
index 50b7e433f8..9ce2572cdc 100644
--- a/data/us/legislature/James-C-Moylan-4f6d6ecb-8f69-5f40-9965-ac5fab1e3dba.yml
+++ b/data/us/legislature/James-C-Moylan-4f6d6ecb-8f69-5f40-9965-ac5fab1e3dba.yml
@@ -8,11 +8,11 @@ birth_date: 1962-07-18
 image: https://theunitedstates.io/images/congress/450x550/M001219.jpg
 party:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: GU-AL
diff --git a/data/us/legislature/James-Comer-57b0c699-cef2-5740-bd15-4ad2562f8975.yml b/data/us/legislature/James-Comer-57b0c699-cef2-5740-bd15-4ad2562f8975.yml
index 5bda905f18..7f9715a450 100644
--- a/data/us/legislature/James-Comer-57b0c699-cef2-5740-bd15-4ad2562f8975.yml
+++ b/data/us/legislature/James-Comer-57b0c699-cef2-5740-bd15-4ad2562f8975.yml
@@ -7,7 +7,7 @@ birth_date: 1972-08-19
 image: https://theunitedstates.io/images/congress/450x550/C001108.jpg
 party:
 - start_date: '2016-11-14'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2016-11-14'
@@ -31,7 +31,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: KY-1
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: KY-1
diff --git a/data/us/legislature/James-E-Clyburn-e24e02a4-f70c-5b9e-84e2-eda2d153f80f.yml b/data/us/legislature/James-E-Clyburn-e24e02a4-f70c-5b9e-84e2-eda2d153f80f.yml
index 43ebdb302b..7b37de1768 100644
--- a/data/us/legislature/James-E-Clyburn-e24e02a4-f70c-5b9e-84e2-eda2d153f80f.yml
+++ b/data/us/legislature/James-E-Clyburn-e24e02a4-f70c-5b9e-84e2-eda2d153f80f.yml
@@ -8,7 +8,7 @@ birth_date: 1940-07-21
 image: https://theunitedstates.io/images/congress/450x550/C000537.jpg
 party:
 - start_date: '1993-01-05'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '1993-01-05'
@@ -87,7 +87,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: SC-6
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: SC-6
diff --git a/data/us/legislature/James-P-McGovern-d44223bc-5f00-56aa-be61-28b5a3b4429d.yml b/data/us/legislature/James-P-McGovern-d44223bc-5f00-56aa-be61-28b5a3b4429d.yml
index 089c48c7b3..51e69dd3bd 100644
--- a/data/us/legislature/James-P-McGovern-d44223bc-5f00-56aa-be61-28b5a3b4429d.yml
+++ b/data/us/legislature/James-P-McGovern-d44223bc-5f00-56aa-be61-28b5a3b4429d.yml
@@ -8,7 +8,7 @@ birth_date: 1959-11-20
 image: https://theunitedstates.io/images/congress/450x550/M000312.jpg
 party:
 - start_date: '1997-01-07'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '1997-01-07'
@@ -77,7 +77,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MA-2
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MA-2
diff --git a/data/us/legislature/James-R-Baird-749232ec-b66c-5bd7-b828-10a466b95f0a.yml b/data/us/legislature/James-R-Baird-749232ec-b66c-5bd7-b828-10a466b95f0a.yml
index c30079cb7a..9d4800f77a 100644
--- a/data/us/legislature/James-R-Baird-749232ec-b66c-5bd7-b828-10a466b95f0a.yml
+++ b/data/us/legislature/James-R-Baird-749232ec-b66c-5bd7-b828-10a466b95f0a.yml
@@ -8,7 +8,7 @@ birth_date: 1945-06-04
 image: https://theunitedstates.io/images/congress/450x550/B001307.jpg
 party:
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2019-01-03'
@@ -22,7 +22,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: IN-4
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: IN-4
diff --git a/data/us/legislature/Jamie-Raskin-289b4cb5-a838-5b08-8f74-e06d4d251ae7.yml b/data/us/legislature/Jamie-Raskin-289b4cb5-a838-5b08-8f74-e06d4d251ae7.yml
index 210be4eec3..8e05272d2a 100644
--- a/data/us/legislature/Jamie-Raskin-289b4cb5-a838-5b08-8f74-e06d4d251ae7.yml
+++ b/data/us/legislature/Jamie-Raskin-289b4cb5-a838-5b08-8f74-e06d4d251ae7.yml
@@ -7,7 +7,7 @@ birth_date: 1962-12-13
 image: https://theunitedstates.io/images/congress/450x550/R000606.jpg
 party:
 - start_date: '2017-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2017-01-03'
@@ -26,7 +26,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MD-8
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MD-8
diff --git a/data/us/legislature/Janice-D-Schakowsky-c5e8693c-dca3-5ff7-b456-e71d944e4fb0.yml b/data/us/legislature/Janice-D-Schakowsky-c5e8693c-dca3-5ff7-b456-e71d944e4fb0.yml
index 99bad9f192..fd25fe7de0 100644
--- a/data/us/legislature/Janice-D-Schakowsky-c5e8693c-dca3-5ff7-b456-e71d944e4fb0.yml
+++ b/data/us/legislature/Janice-D-Schakowsky-c5e8693c-dca3-5ff7-b456-e71d944e4fb0.yml
@@ -8,7 +8,7 @@ birth_date: 1944-05-26
 image: https://theunitedstates.io/images/congress/450x550/S001145.jpg
 party:
 - start_date: '1999-01-06'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '1999-01-06'
@@ -72,7 +72,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: IL-9
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: IL-9
diff --git a/data/us/legislature/Jared-F-Golden-3c47a44a-29b8-5aa1-b61a-9e49ea0caf99.yml b/data/us/legislature/Jared-F-Golden-3c47a44a-29b8-5aa1-b61a-9e49ea0caf99.yml
index 464e5ede18..08d97e5804 100644
--- a/data/us/legislature/Jared-F-Golden-3c47a44a-29b8-5aa1-b61a-9e49ea0caf99.yml
+++ b/data/us/legislature/Jared-F-Golden-3c47a44a-29b8-5aa1-b61a-9e49ea0caf99.yml
@@ -8,7 +8,7 @@ birth_date: 1982-07-25
 image: https://theunitedstates.io/images/congress/450x550/G000592.jpg
 party:
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2019-01-03'
@@ -22,7 +22,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: ME-2
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: ME-2
diff --git a/data/us/legislature/Jared-Huffman-c2b08e7d-2372-5af6-b333-7ea2787cb3ca.yml b/data/us/legislature/Jared-Huffman-c2b08e7d-2372-5af6-b333-7ea2787cb3ca.yml
index 495d0c25f6..3b29437069 100644
--- a/data/us/legislature/Jared-Huffman-c2b08e7d-2372-5af6-b333-7ea2787cb3ca.yml
+++ b/data/us/legislature/Jared-Huffman-c2b08e7d-2372-5af6-b333-7ea2787cb3ca.yml
@@ -7,7 +7,7 @@ birth_date: 1964-02-18
 image: https://theunitedstates.io/images/congress/450x550/H001068.jpg
 party:
 - start_date: '2013-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2013-01-03'
@@ -36,7 +36,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-2
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-2
diff --git a/data/us/legislature/Jared-Moskowitz-356c2159-c402-51d8-b4eb-697aaff46dc2.yml b/data/us/legislature/Jared-Moskowitz-356c2159-c402-51d8-b4eb-697aaff46dc2.yml
index 910e7f645c..d787e45bba 100644
--- a/data/us/legislature/Jared-Moskowitz-356c2159-c402-51d8-b4eb-697aaff46dc2.yml
+++ b/data/us/legislature/Jared-Moskowitz-356c2159-c402-51d8-b4eb-697aaff46dc2.yml
@@ -8,11 +8,11 @@ birth_date: 1980-12-18
 image: https://theunitedstates.io/images/congress/450x550/M001217.jpg
 party:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: FL-23
diff --git a/data/us/legislature/Jasmine-Crockett-fafd6715-85a1-509b-98d1-6df68904f028.yml b/data/us/legislature/Jasmine-Crockett-fafd6715-85a1-509b-98d1-6df68904f028.yml
index 3e95ddb1e2..624ab710d5 100644
--- a/data/us/legislature/Jasmine-Crockett-fafd6715-85a1-509b-98d1-6df68904f028.yml
+++ b/data/us/legislature/Jasmine-Crockett-fafd6715-85a1-509b-98d1-6df68904f028.yml
@@ -8,11 +8,11 @@ birth_date: 1981-03-29
 image: https://theunitedstates.io/images/congress/450x550/C001130.jpg
 party:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: TX-30
diff --git a/data/us/legislature/Jason-Crow-fb2f7d0c-f39b-50a6-8bdc-8bdc181683bc.yml b/data/us/legislature/Jason-Crow-fb2f7d0c-f39b-50a6-8bdc-8bdc181683bc.yml
index cd5b47781e..66750ffd3c 100644
--- a/data/us/legislature/Jason-Crow-fb2f7d0c-f39b-50a6-8bdc-8bdc181683bc.yml
+++ b/data/us/legislature/Jason-Crow-fb2f7d0c-f39b-50a6-8bdc-8bdc181683bc.yml
@@ -7,7 +7,7 @@ birth_date: 1979-03-15
 image: https://theunitedstates.io/images/congress/450x550/C001121.jpg
 party:
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2019-01-03'
@@ -21,7 +21,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CO-6
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CO-6
diff --git a/data/us/legislature/Jason-Smith-559a5a0c-4b35-56f0-aa59-76c98e6cfb45.yml b/data/us/legislature/Jason-Smith-559a5a0c-4b35-56f0-aa59-76c98e6cfb45.yml
index da76adfeef..0fa0d2ce85 100644
--- a/data/us/legislature/Jason-Smith-559a5a0c-4b35-56f0-aa59-76c98e6cfb45.yml
+++ b/data/us/legislature/Jason-Smith-559a5a0c-4b35-56f0-aa59-76c98e6cfb45.yml
@@ -8,7 +8,7 @@ birth_date: 1980-06-16
 image: https://theunitedstates.io/images/congress/450x550/S001195.jpg
 party:
 - start_date: '2013-06-04'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2013-06-04'
@@ -37,7 +37,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MO-8
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MO-8
diff --git a/data/us/legislature/Jay-Obernolte-d78f994b-01dc-5dfb-a08f-fc2ca2cef7ec.yml b/data/us/legislature/Jay-Obernolte-d78f994b-01dc-5dfb-a08f-fc2ca2cef7ec.yml
index 1379211bea..6253464318 100644
--- a/data/us/legislature/Jay-Obernolte-d78f994b-01dc-5dfb-a08f-fc2ca2cef7ec.yml
+++ b/data/us/legislature/Jay-Obernolte-d78f994b-01dc-5dfb-a08f-fc2ca2cef7ec.yml
@@ -8,7 +8,7 @@ birth_date: 1970-08-18
 image: https://theunitedstates.io/images/congress/450x550/O000019.jpg
 party:
 - start_date: '2021-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2021-01-03'
@@ -17,7 +17,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-8
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-23
diff --git a/data/us/legislature/Jeff-Duncan-5c67147e-00d5-5430-b1c1-59a6da4269d6.yml b/data/us/legislature/Jeff-Duncan-5c67147e-00d5-5430-b1c1-59a6da4269d6.yml
index 1e2997265c..4754174c12 100644
--- a/data/us/legislature/Jeff-Duncan-5c67147e-00d5-5430-b1c1-59a6da4269d6.yml
+++ b/data/us/legislature/Jeff-Duncan-5c67147e-00d5-5430-b1c1-59a6da4269d6.yml
@@ -7,7 +7,7 @@ birth_date: 1966-01-07
 image: https://theunitedstates.io/images/congress/450x550/D000615.jpg
 party:
 - start_date: '2011-01-05'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2011-01-05'
@@ -41,7 +41,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: SC-3
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: SC-3
diff --git a/data/us/legislature/Jeff-Jackson-4f9693d4-e175-536f-bd51-e884f84b9a6d.yml b/data/us/legislature/Jeff-Jackson-4f9693d4-e175-536f-bd51-e884f84b9a6d.yml
index 791296ef62..ecb11e43d4 100644
--- a/data/us/legislature/Jeff-Jackson-4f9693d4-e175-536f-bd51-e884f84b9a6d.yml
+++ b/data/us/legislature/Jeff-Jackson-4f9693d4-e175-536f-bd51-e884f84b9a6d.yml
@@ -8,11 +8,11 @@ birth_date: 1982-09-12
 image: https://theunitedstates.io/images/congress/450x550/J000308.jpg
 party:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NC-14
diff --git a/data/us/legislature/Jefferson-Van-Drew-a7706596-7110-5866-935b-b44668b92af1.yml b/data/us/legislature/Jefferson-Van-Drew-a7706596-7110-5866-935b-b44668b92af1.yml
index 30d17a7389..b9e4ca13a1 100644
--- a/data/us/legislature/Jefferson-Van-Drew-a7706596-7110-5866-935b-b44668b92af1.yml
+++ b/data/us/legislature/Jefferson-Van-Drew-a7706596-7110-5866-935b-b44668b92af1.yml
@@ -7,7 +7,7 @@ birth_date: 1953-02-23
 image: https://theunitedstates.io/images/congress/450x550/V000133.jpg
 party:
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2019-01-03'
@@ -21,7 +21,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NJ-2
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NJ-2
diff --git a/data/us/legislature/Jennifer-Kiggans-130d2a3b-6ca1-560e-b0cd-a7c08366cff3.yml b/data/us/legislature/Jennifer-Kiggans-130d2a3b-6ca1-560e-b0cd-a7c08366cff3.yml
index 816ab61e85..90f6b72365 100644
--- a/data/us/legislature/Jennifer-Kiggans-130d2a3b-6ca1-560e-b0cd-a7c08366cff3.yml
+++ b/data/us/legislature/Jennifer-Kiggans-130d2a3b-6ca1-560e-b0cd-a7c08366cff3.yml
@@ -8,11 +8,11 @@ birth_date: 1971-06-18
 image: https://theunitedstates.io/images/congress/450x550/K000399.jpg
 party:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: VA-2
diff --git a/data/us/legislature/Jennifer-L-McClellan-6d89e5cc-c605-55ff-ba4d-b3d58d6ac1af.yml b/data/us/legislature/Jennifer-L-McClellan-6d89e5cc-c605-55ff-ba4d-b3d58d6ac1af.yml
index 475b9c543a..474d023495 100644
--- a/data/us/legislature/Jennifer-L-McClellan-6d89e5cc-c605-55ff-ba4d-b3d58d6ac1af.yml
+++ b/data/us/legislature/Jennifer-L-McClellan-6d89e5cc-c605-55ff-ba4d-b3d58d6ac1af.yml
@@ -7,11 +7,11 @@ birth_date: 1972-12-28
 image: https://theunitedstates.io/images/congress/450x550/M001227.jpg
 party:
 - start_date: '2023-03-07'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2023-03-07'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: VA-4
diff --git a/data/us/legislature/Jennifer-Wexton-660e8554-8d00-501a-bd27-e65689d39837.yml b/data/us/legislature/Jennifer-Wexton-660e8554-8d00-501a-bd27-e65689d39837.yml
index a096c28a44..6cfa76161d 100644
--- a/data/us/legislature/Jennifer-Wexton-660e8554-8d00-501a-bd27-e65689d39837.yml
+++ b/data/us/legislature/Jennifer-Wexton-660e8554-8d00-501a-bd27-e65689d39837.yml
@@ -7,7 +7,7 @@ birth_date: 1968-05-27
 image: https://theunitedstates.io/images/congress/450x550/W000825.jpg
 party:
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2019-01-03'
@@ -21,7 +21,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: VA-10
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: VA-10
diff --git a/data/us/legislature/Jenniffer-Gonzlez-Coln-3f563cbe-7057-5771-b8d0-6e2e063da96f.yml b/data/us/legislature/Jenniffer-Gonzlez-Coln-3f563cbe-7057-5771-b8d0-6e2e063da96f.yml
index 5a5b77e96a..a7fde4e033 100644
--- a/data/us/legislature/Jenniffer-Gonzlez-Coln-3f563cbe-7057-5771-b8d0-6e2e063da96f.yml
+++ b/data/us/legislature/Jenniffer-Gonzlez-Coln-3f563cbe-7057-5771-b8d0-6e2e063da96f.yml
@@ -7,7 +7,7 @@ birth_date: 1976-08-05
 image: https://theunitedstates.io/images/congress/450x550/G000582.jpg
 party:
 - start_date: '2017-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2017-01-03'
@@ -21,7 +21,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: PR-AL
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: PR-AL
diff --git a/data/us/legislature/Jerrold-Nadler-d6cd4f62-7c5f-5595-ac5e-4e40741e5f3b.yml b/data/us/legislature/Jerrold-Nadler-d6cd4f62-7c5f-5595-ac5e-4e40741e5f3b.yml
index 6ce1f05d3d..c0803f366a 100644
--- a/data/us/legislature/Jerrold-Nadler-d6cd4f62-7c5f-5595-ac5e-4e40741e5f3b.yml
+++ b/data/us/legislature/Jerrold-Nadler-d6cd4f62-7c5f-5595-ac5e-4e40741e5f3b.yml
@@ -8,7 +8,7 @@ birth_date: 1947-06-13
 image: https://theunitedstates.io/images/congress/450x550/N000002.jpg
 party:
 - start_date: '1992-11-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '1992-11-03'
@@ -92,7 +92,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NY-10
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NY-12
diff --git a/data/us/legislature/Jerry-L-Carl-6813a4c1-4353-5517-9314-5d36ecebabfd.yml b/data/us/legislature/Jerry-L-Carl-6813a4c1-4353-5517-9314-5d36ecebabfd.yml
index 6acf7290c3..e27fad6fea 100644
--- a/data/us/legislature/Jerry-L-Carl-6813a4c1-4353-5517-9314-5d36ecebabfd.yml
+++ b/data/us/legislature/Jerry-L-Carl-6813a4c1-4353-5517-9314-5d36ecebabfd.yml
@@ -8,7 +8,7 @@ birth_date: 1958-06-17
 image: https://theunitedstates.io/images/congress/450x550/C001054.jpg
 party:
 - start_date: '2021-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2021-01-03'
@@ -17,7 +17,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: AL-1
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: AL-1
diff --git a/data/us/legislature/Jess-G-Chuy-Garca-f89c416f-c08d-5251-9a31-201a5265e283.yml b/data/us/legislature/Jess-G-Chuy-Garca-f89c416f-c08d-5251-9a31-201a5265e283.yml
index 87d4eac0d1..399606c925 100644
--- a/data/us/legislature/Jess-G-Chuy-Garca-f89c416f-c08d-5251-9a31-201a5265e283.yml
+++ b/data/us/legislature/Jess-G-Chuy-Garca-f89c416f-c08d-5251-9a31-201a5265e283.yml
@@ -8,7 +8,7 @@ birth_date: 1956-04-12
 image: https://theunitedstates.io/images/congress/450x550/G000586.jpg
 party:
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2019-01-03'
@@ -22,7 +22,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: IL-4
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: IL-4
diff --git a/data/us/legislature/Jill-N-Tokuda-8bd432ce-3c98-5811-afd6-65f19c5ab6ba.yml b/data/us/legislature/Jill-N-Tokuda-8bd432ce-3c98-5811-afd6-65f19c5ab6ba.yml
index 6d40ee1796..2a7b4e6013 100644
--- a/data/us/legislature/Jill-N-Tokuda-8bd432ce-3c98-5811-afd6-65f19c5ab6ba.yml
+++ b/data/us/legislature/Jill-N-Tokuda-8bd432ce-3c98-5811-afd6-65f19c5ab6ba.yml
@@ -8,11 +8,11 @@ birth_date: 1976-03-28
 image: https://theunitedstates.io/images/congress/450x550/T000487.jpg
 party:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: HI-2
diff --git a/data/us/legislature/Jim-Banks-befb976c-1369-5d86-a53f-4aeebdf486cc.yml b/data/us/legislature/Jim-Banks-befb976c-1369-5d86-a53f-4aeebdf486cc.yml
index fa1a87996b..239df70dbf 100644
--- a/data/us/legislature/Jim-Banks-befb976c-1369-5d86-a53f-4aeebdf486cc.yml
+++ b/data/us/legislature/Jim-Banks-befb976c-1369-5d86-a53f-4aeebdf486cc.yml
@@ -7,7 +7,7 @@ birth_date: 1979-07-16
 image: https://theunitedstates.io/images/congress/450x550/B001299.jpg
 party:
 - start_date: '2017-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2017-01-03'
@@ -26,7 +26,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: IN-3
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: IN-3
diff --git a/data/us/legislature/Jim-Costa-8d953afe-9b42-5c80-9f43-4ccf8af79513.yml b/data/us/legislature/Jim-Costa-8d953afe-9b42-5c80-9f43-4ccf8af79513.yml
index 25e49b1ebc..37166011c4 100644
--- a/data/us/legislature/Jim-Costa-8d953afe-9b42-5c80-9f43-4ccf8af79513.yml
+++ b/data/us/legislature/Jim-Costa-8d953afe-9b42-5c80-9f43-4ccf8af79513.yml
@@ -7,7 +7,7 @@ birth_date: 1952-04-13
 image: https://theunitedstates.io/images/congress/450x550/C001059.jpg
 party:
 - start_date: '2005-01-04'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2005-01-04'
@@ -56,7 +56,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-16
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-21
diff --git a/data/us/legislature/Jim-Jordan-bc5dadc9-a085-507e-82e1-1622d9a1fc90.yml b/data/us/legislature/Jim-Jordan-bc5dadc9-a085-507e-82e1-1622d9a1fc90.yml
index e2c9358b55..183c6afd7e 100644
--- a/data/us/legislature/Jim-Jordan-bc5dadc9-a085-507e-82e1-1622d9a1fc90.yml
+++ b/data/us/legislature/Jim-Jordan-bc5dadc9-a085-507e-82e1-1622d9a1fc90.yml
@@ -7,7 +7,7 @@ birth_date: 1964-02-17
 image: https://theunitedstates.io/images/congress/450x550/J000289.jpg
 party:
 - start_date: '2007-01-04'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2007-01-04'
@@ -51,7 +51,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: OH-4
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: OH-4
diff --git a/data/us/legislature/Jimmy-Gomez-20be777c-8a2b-54c6-9b54-df88ff19b8ae.yml b/data/us/legislature/Jimmy-Gomez-20be777c-8a2b-54c6-9b54-df88ff19b8ae.yml
index f2a5ba7404..9f92184dc0 100644
--- a/data/us/legislature/Jimmy-Gomez-20be777c-8a2b-54c6-9b54-df88ff19b8ae.yml
+++ b/data/us/legislature/Jimmy-Gomez-20be777c-8a2b-54c6-9b54-df88ff19b8ae.yml
@@ -7,7 +7,7 @@ birth_date: 1974-11-25
 image: https://theunitedstates.io/images/congress/450x550/G000585.jpg
 party:
 - start_date: '2017-07-11'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2017-07-11'
@@ -26,7 +26,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-34
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-34
diff --git a/data/us/legislature/Jimmy-Panetta-946e688a-6b60-567e-bea7-893eb4364acc.yml b/data/us/legislature/Jimmy-Panetta-946e688a-6b60-567e-bea7-893eb4364acc.yml
index 03852e95d1..b5985740c3 100644
--- a/data/us/legislature/Jimmy-Panetta-946e688a-6b60-567e-bea7-893eb4364acc.yml
+++ b/data/us/legislature/Jimmy-Panetta-946e688a-6b60-567e-bea7-893eb4364acc.yml
@@ -7,7 +7,7 @@ birth_date: 1969-10-01
 image: https://theunitedstates.io/images/congress/450x550/P000613.jpg
 party:
 - start_date: '2017-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2017-01-03'
@@ -26,7 +26,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-20
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-19
diff --git a/data/us/legislature/Joaquin-Castro-d0fe7bc7-b883-5485-814f-f7cee999e409.yml b/data/us/legislature/Joaquin-Castro-d0fe7bc7-b883-5485-814f-f7cee999e409.yml
index 435052272c..5afc283a06 100644
--- a/data/us/legislature/Joaquin-Castro-d0fe7bc7-b883-5485-814f-f7cee999e409.yml
+++ b/data/us/legislature/Joaquin-Castro-d0fe7bc7-b883-5485-814f-f7cee999e409.yml
@@ -7,7 +7,7 @@ birth_date: 1974-09-16
 image: https://theunitedstates.io/images/congress/450x550/C001091.jpg
 party:
 - start_date: '2013-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2013-01-03'
@@ -36,7 +36,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: TX-20
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: TX-20
diff --git a/data/us/legislature/Jodey-C-Arrington-4938e6be-7c14-536d-a559-91c74fcc17db.yml b/data/us/legislature/Jodey-C-Arrington-4938e6be-7c14-536d-a559-91c74fcc17db.yml
index 1a32c9ad74..ac3d2e4039 100644
--- a/data/us/legislature/Jodey-C-Arrington-4938e6be-7c14-536d-a559-91c74fcc17db.yml
+++ b/data/us/legislature/Jodey-C-Arrington-4938e6be-7c14-536d-a559-91c74fcc17db.yml
@@ -8,7 +8,7 @@ birth_date: 1972-03-09
 image: https://theunitedstates.io/images/congress/450x550/A000375.jpg
 party:
 - start_date: '2017-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2017-01-03'
@@ -27,7 +27,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: TX-19
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: TX-19
diff --git a/data/us/legislature/Joe-Courtney-b34622c6-66c7-5f9a-822f-55e3f9ac3c73.yml b/data/us/legislature/Joe-Courtney-b34622c6-66c7-5f9a-822f-55e3f9ac3c73.yml
index 2912f56758..5b2decf380 100644
--- a/data/us/legislature/Joe-Courtney-b34622c6-66c7-5f9a-822f-55e3f9ac3c73.yml
+++ b/data/us/legislature/Joe-Courtney-b34622c6-66c7-5f9a-822f-55e3f9ac3c73.yml
@@ -7,7 +7,7 @@ birth_date: 1953-04-06
 image: https://theunitedstates.io/images/congress/450x550/C001069.jpg
 party:
 - start_date: '2007-01-04'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2007-01-04'
@@ -51,7 +51,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CT-2
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CT-2
diff --git a/data/us/legislature/Joe-Manchin-III-3da2fb45-0c89-544c-b41d-888d623cf99c.yml b/data/us/legislature/Joe-Manchin-III-3da2fb45-0c89-544c-b41d-888d623cf99c.yml
index b7ffa1d22e..080fa3094c 100644
--- a/data/us/legislature/Joe-Manchin-III-3da2fb45-0c89-544c-b41d-888d623cf99c.yml
+++ b/data/us/legislature/Joe-Manchin-III-3da2fb45-0c89-544c-b41d-888d623cf99c.yml
@@ -10,7 +10,7 @@ party:
   end_date: '2019-01-03'
   name: Democratic
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Independent
 roles:
 - start_date: '2010-11-15'
@@ -24,7 +24,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: West Virginia
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: upper
   jurisdiction: ocd-jurisdiction/country:us/government
   district: West Virginia
diff --git a/data/us/legislature/Joe-Neguse-04243e35-118c-5541-a21e-763c594a083a.yml b/data/us/legislature/Joe-Neguse-04243e35-118c-5541-a21e-763c594a083a.yml
index eb42709cbe..b6bf23d35d 100644
--- a/data/us/legislature/Joe-Neguse-04243e35-118c-5541-a21e-763c594a083a.yml
+++ b/data/us/legislature/Joe-Neguse-04243e35-118c-5541-a21e-763c594a083a.yml
@@ -7,7 +7,7 @@ birth_date: 1984-05-13
 image: https://theunitedstates.io/images/congress/450x550/N000191.jpg
 party:
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2019-01-03'
@@ -21,7 +21,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CO-2
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CO-2
diff --git a/data/us/legislature/Joe-Wilson-af50abf4-b711-5bbc-a920-465e39c99f42.yml b/data/us/legislature/Joe-Wilson-af50abf4-b711-5bbc-a920-465e39c99f42.yml
index 5e29f6a855..425ee20a70 100644
--- a/data/us/legislature/Joe-Wilson-af50abf4-b711-5bbc-a920-465e39c99f42.yml
+++ b/data/us/legislature/Joe-Wilson-af50abf4-b711-5bbc-a920-465e39c99f42.yml
@@ -8,7 +8,7 @@ birth_date: 1947-07-31
 image: https://theunitedstates.io/images/congress/450x550/W000795.jpg
 party:
 - start_date: '2001-12-18'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2001-12-18'
@@ -67,7 +67,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: SC-2
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: SC-2
diff --git a/data/us/legislature/John-B-Larson-4d2b82fc-189e-5007-980f-64a85612afdb.yml b/data/us/legislature/John-B-Larson-4d2b82fc-189e-5007-980f-64a85612afdb.yml
index 9e67515bb8..7228f76b37 100644
--- a/data/us/legislature/John-B-Larson-4d2b82fc-189e-5007-980f-64a85612afdb.yml
+++ b/data/us/legislature/John-B-Larson-4d2b82fc-189e-5007-980f-64a85612afdb.yml
@@ -8,7 +8,7 @@ birth_date: 1948-07-22
 image: https://theunitedstates.io/images/congress/450x550/L000557.jpg
 party:
 - start_date: '1999-01-06'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '1999-01-06'
@@ -72,7 +72,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CT-1
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CT-1
diff --git a/data/us/legislature/John-Barrasso-80f88c07-5f6d-5ca3-8121-9202259a50f2.yml b/data/us/legislature/John-Barrasso-80f88c07-5f6d-5ca3-8121-9202259a50f2.yml
index a7d7ed915d..876b4a4e08 100644
--- a/data/us/legislature/John-Barrasso-80f88c07-5f6d-5ca3-8121-9202259a50f2.yml
+++ b/data/us/legislature/John-Barrasso-80f88c07-5f6d-5ca3-8121-9202259a50f2.yml
@@ -8,7 +8,7 @@ birth_date: 1952-07-21
 image: https://theunitedstates.io/images/congress/450x550/B001261.jpg
 party:
 - start_date: '2007-06-25'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2007-06-25'
@@ -22,7 +22,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: Wyoming
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: upper
   jurisdiction: ocd-jurisdiction/country:us/government
   district: Wyoming
diff --git a/data/us/legislature/John-Garamendi-d4381c32-b267-5e35-b118-c0da3a0a80a1.yml b/data/us/legislature/John-Garamendi-d4381c32-b267-5e35-b118-c0da3a0a80a1.yml
index cbe5af9fd0..230ff9bf28 100644
--- a/data/us/legislature/John-Garamendi-d4381c32-b267-5e35-b118-c0da3a0a80a1.yml
+++ b/data/us/legislature/John-Garamendi-d4381c32-b267-5e35-b118-c0da3a0a80a1.yml
@@ -7,7 +7,7 @@ birth_date: 1945-01-24
 image: https://theunitedstates.io/images/congress/450x550/G000559.jpg
 party:
 - start_date: '2009-11-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2009-11-03'
@@ -46,7 +46,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-3
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-8
diff --git a/data/us/legislature/John-H-Rutherford-5ab7829c-a819-5616-ac0e-a0aaa359f493.yml b/data/us/legislature/John-H-Rutherford-5ab7829c-a819-5616-ac0e-a0aaa359f493.yml
index 1e87be197c..c0ad1b2988 100644
--- a/data/us/legislature/John-H-Rutherford-5ab7829c-a819-5616-ac0e-a0aaa359f493.yml
+++ b/data/us/legislature/John-H-Rutherford-5ab7829c-a819-5616-ac0e-a0aaa359f493.yml
@@ -8,7 +8,7 @@ birth_date: 1952-09-02
 image: https://theunitedstates.io/images/congress/450x550/R000609.jpg
 party:
 - start_date: '2017-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2017-01-03'
@@ -27,7 +27,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: FL-4
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: FL-5
diff --git a/data/us/legislature/John-James-f32918a9-b738-5f20-8c3e-f95c7fda80cb.yml b/data/us/legislature/John-James-f32918a9-b738-5f20-8c3e-f95c7fda80cb.yml
index bc38160a1f..4ae2af9f31 100644
--- a/data/us/legislature/John-James-f32918a9-b738-5f20-8c3e-f95c7fda80cb.yml
+++ b/data/us/legislature/John-James-f32918a9-b738-5f20-8c3e-f95c7fda80cb.yml
@@ -8,11 +8,11 @@ birth_date: 1981-06-08
 image: https://theunitedstates.io/images/congress/450x550/J000307.jpg
 party:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MI-10
diff --git a/data/us/legislature/John-Joyce-50b75c29-4e98-5622-b60f-59485dcc1141.yml b/data/us/legislature/John-Joyce-50b75c29-4e98-5622-b60f-59485dcc1141.yml
index 0c53239231..05f66d8adb 100644
--- a/data/us/legislature/John-Joyce-50b75c29-4e98-5622-b60f-59485dcc1141.yml
+++ b/data/us/legislature/John-Joyce-50b75c29-4e98-5622-b60f-59485dcc1141.yml
@@ -7,7 +7,7 @@ birth_date: 1957-02-08
 image: https://theunitedstates.io/images/congress/450x550/J000302.jpg
 party:
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2019-01-03'
@@ -21,7 +21,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: PA-13
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: PA-13
diff --git a/data/us/legislature/John-P-Sarbanes-a1232c4d-25eb-555a-85a3-b2e168a086c1.yml b/data/us/legislature/John-P-Sarbanes-a1232c4d-25eb-555a-85a3-b2e168a086c1.yml
index 6eb142fc5c..324689b549 100644
--- a/data/us/legislature/John-P-Sarbanes-a1232c4d-25eb-555a-85a3-b2e168a086c1.yml
+++ b/data/us/legislature/John-P-Sarbanes-a1232c4d-25eb-555a-85a3-b2e168a086c1.yml
@@ -8,7 +8,7 @@ birth_date: 1962-05-22
 image: https://theunitedstates.io/images/congress/450x550/S001168.jpg
 party:
 - start_date: '2007-01-04'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2007-01-04'
@@ -52,7 +52,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MD-3
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MD-3
diff --git a/data/us/legislature/John-R-Carter-7b014168-dc13-5568-96df-8c7cbb335268.yml b/data/us/legislature/John-R-Carter-7b014168-dc13-5568-96df-8c7cbb335268.yml
index 3db4f38f03..3f341ee6a5 100644
--- a/data/us/legislature/John-R-Carter-7b014168-dc13-5568-96df-8c7cbb335268.yml
+++ b/data/us/legislature/John-R-Carter-7b014168-dc13-5568-96df-8c7cbb335268.yml
@@ -8,7 +8,7 @@ birth_date: 1941-11-06
 image: https://theunitedstates.io/images/congress/450x550/C001051.jpg
 party:
 - start_date: '2003-01-07'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2003-01-07'
@@ -62,7 +62,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: TX-31
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: TX-31
diff --git a/data/us/legislature/John-R-Curtis-7cc5139d-8e53-560c-9828-926395e1552d.yml b/data/us/legislature/John-R-Curtis-7cc5139d-8e53-560c-9828-926395e1552d.yml
index 59c9b1f957..9862d709f9 100644
--- a/data/us/legislature/John-R-Curtis-7cc5139d-8e53-560c-9828-926395e1552d.yml
+++ b/data/us/legislature/John-R-Curtis-7cc5139d-8e53-560c-9828-926395e1552d.yml
@@ -8,7 +8,7 @@ birth_date: 1960-05-10
 image: https://theunitedstates.io/images/congress/450x550/C001114.jpg
 party:
 - start_date: '2017-11-13'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2017-11-13'
@@ -27,7 +27,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: UT-3
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: UT-3
diff --git a/data/us/legislature/John-R-Moolenaar-cb38b814-2794-505a-9232-f1bd56ca3ca0.yml b/data/us/legislature/John-R-Moolenaar-cb38b814-2794-505a-9232-f1bd56ca3ca0.yml
index 0c44357a48..27335fcae6 100644
--- a/data/us/legislature/John-R-Moolenaar-cb38b814-2794-505a-9232-f1bd56ca3ca0.yml
+++ b/data/us/legislature/John-R-Moolenaar-cb38b814-2794-505a-9232-f1bd56ca3ca0.yml
@@ -8,7 +8,7 @@ birth_date: 1961-05-08
 image: https://theunitedstates.io/images/congress/450x550/M001194.jpg
 party:
 - start_date: '2015-01-06'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2015-01-06'
@@ -32,7 +32,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MI-4
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MI-2
diff --git a/data/us/legislature/John-S-Duarte-b8e3fe12-d102-5c54-a4d2-be9d6a3f73f9.yml b/data/us/legislature/John-S-Duarte-b8e3fe12-d102-5c54-a4d2-be9d6a3f73f9.yml
index 2f5a417d4a..65a0b62d97 100644
--- a/data/us/legislature/John-S-Duarte-b8e3fe12-d102-5c54-a4d2-be9d6a3f73f9.yml
+++ b/data/us/legislature/John-S-Duarte-b8e3fe12-d102-5c54-a4d2-be9d6a3f73f9.yml
@@ -7,11 +7,11 @@ birth_date: 1966-09-06
 image: https://theunitedstates.io/images/congress/450x550/D000633.jpg
 party:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-13
diff --git a/data/us/legislature/John-W-Rose-a30feb1f-c9fe-5612-808e-8fe5a55b76dc.yml b/data/us/legislature/John-W-Rose-a30feb1f-c9fe-5612-808e-8fe5a55b76dc.yml
index 5f9676632f..da2b81d61f 100644
--- a/data/us/legislature/John-W-Rose-a30feb1f-c9fe-5612-808e-8fe5a55b76dc.yml
+++ b/data/us/legislature/John-W-Rose-a30feb1f-c9fe-5612-808e-8fe5a55b76dc.yml
@@ -8,7 +8,7 @@ birth_date: 1965-02-23
 image: https://theunitedstates.io/images/congress/450x550/R000612.jpg
 party:
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2019-01-03'
@@ -22,7 +22,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: TN-6
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: TN-6
diff --git a/data/us/legislature/Jon-Tester-9f388589-39f3-5470-af3d-d74720d56afc.yml b/data/us/legislature/Jon-Tester-9f388589-39f3-5470-af3d-d74720d56afc.yml
index 10425995e1..eb8c0149d6 100644
--- a/data/us/legislature/Jon-Tester-9f388589-39f3-5470-af3d-d74720d56afc.yml
+++ b/data/us/legislature/Jon-Tester-9f388589-39f3-5470-af3d-d74720d56afc.yml
@@ -7,7 +7,7 @@ birth_date: 1956-08-21
 image: https://theunitedstates.io/images/congress/450x550/T000464.jpg
 party:
 - start_date: '2007-01-04'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2007-01-04'
@@ -21,7 +21,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: Montana
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: upper
   jurisdiction: ocd-jurisdiction/country:us/government
   district: Montana
diff --git a/data/us/legislature/Jonathan-L-Jackson-f862c305-dfc3-5525-a488-8b57d58fad50.yml b/data/us/legislature/Jonathan-L-Jackson-f862c305-dfc3-5525-a488-8b57d58fad50.yml
index bcaaf44f8e..3a42c0991c 100644
--- a/data/us/legislature/Jonathan-L-Jackson-f862c305-dfc3-5525-a488-8b57d58fad50.yml
+++ b/data/us/legislature/Jonathan-L-Jackson-f862c305-dfc3-5525-a488-8b57d58fad50.yml
@@ -8,11 +8,11 @@ birth_date: 1966-01-07
 image: https://theunitedstates.io/images/congress/450x550/J000309.jpg
 party:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: IL-1
diff --git a/data/us/legislature/Joseph-D-Morelle-70681900-af7f-5ee5-b826-7ab8c4194a9e.yml b/data/us/legislature/Joseph-D-Morelle-70681900-af7f-5ee5-b826-7ab8c4194a9e.yml
index 7a0373f44b..9b0f730965 100644
--- a/data/us/legislature/Joseph-D-Morelle-70681900-af7f-5ee5-b826-7ab8c4194a9e.yml
+++ b/data/us/legislature/Joseph-D-Morelle-70681900-af7f-5ee5-b826-7ab8c4194a9e.yml
@@ -8,7 +8,7 @@ birth_date: 1957-04-29
 image: https://theunitedstates.io/images/congress/450x550/M001206.jpg
 party:
 - start_date: '2018-11-13'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2018-11-13'
@@ -27,7 +27,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NY-25
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NY-25
diff --git a/data/us/legislature/Josh-Brecheen-68651247-63fc-5dad-8071-4efef949f7fd.yml b/data/us/legislature/Josh-Brecheen-68651247-63fc-5dad-8071-4efef949f7fd.yml
index f1cebf273b..beb63942f7 100644
--- a/data/us/legislature/Josh-Brecheen-68651247-63fc-5dad-8071-4efef949f7fd.yml
+++ b/data/us/legislature/Josh-Brecheen-68651247-63fc-5dad-8071-4efef949f7fd.yml
@@ -8,11 +8,11 @@ birth_date: 1979-06-19
 image: https://theunitedstates.io/images/congress/450x550/B001317.jpg
 party:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: OK-2
diff --git a/data/us/legislature/Josh-Gottheimer-8ce4e2db-be5a-5493-a399-b2e6061301ba.yml b/data/us/legislature/Josh-Gottheimer-8ce4e2db-be5a-5493-a399-b2e6061301ba.yml
index 2440dd2a1f..c43be726de 100644
--- a/data/us/legislature/Josh-Gottheimer-8ce4e2db-be5a-5493-a399-b2e6061301ba.yml
+++ b/data/us/legislature/Josh-Gottheimer-8ce4e2db-be5a-5493-a399-b2e6061301ba.yml
@@ -7,7 +7,7 @@ birth_date: 1975-03-08
 image: https://theunitedstates.io/images/congress/450x550/G000583.jpg
 party:
 - start_date: '2017-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2017-01-03'
@@ -26,7 +26,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NJ-5
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NJ-5
diff --git a/data/us/legislature/Josh-Harder-3ed77541-5a79-56b1-94d9-79baa74e938b.yml b/data/us/legislature/Josh-Harder-3ed77541-5a79-56b1-94d9-79baa74e938b.yml
index bb77d2be41..b973b85ec7 100644
--- a/data/us/legislature/Josh-Harder-3ed77541-5a79-56b1-94d9-79baa74e938b.yml
+++ b/data/us/legislature/Josh-Harder-3ed77541-5a79-56b1-94d9-79baa74e938b.yml
@@ -7,7 +7,7 @@ birth_date: 1986-08-01
 image: https://theunitedstates.io/images/congress/450x550/H001090.jpg
 party:
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2019-01-03'
@@ -21,7 +21,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-10
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-9
diff --git a/data/us/legislature/Josh-Hawley-0a7d370e-88bd-5b83-9b93-c8607c036d7a.yml b/data/us/legislature/Josh-Hawley-0a7d370e-88bd-5b83-9b93-c8607c036d7a.yml
index 2d2f651bb2..b7c60ff533 100644
--- a/data/us/legislature/Josh-Hawley-0a7d370e-88bd-5b83-9b93-c8607c036d7a.yml
+++ b/data/us/legislature/Josh-Hawley-0a7d370e-88bd-5b83-9b93-c8607c036d7a.yml
@@ -7,11 +7,11 @@ birth_date: 1979-12-31
 image: https://theunitedstates.io/images/congress/450x550/H001089.jpg
 party:
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: upper
   jurisdiction: ocd-jurisdiction/country:us/government
   district: Missouri
diff --git a/data/us/legislature/Joyce-Beatty-47fb8c8b-1c71-5c66-9781-94be94803332.yml b/data/us/legislature/Joyce-Beatty-47fb8c8b-1c71-5c66-9781-94be94803332.yml
index c524fea701..486de3eaaa 100644
--- a/data/us/legislature/Joyce-Beatty-47fb8c8b-1c71-5c66-9781-94be94803332.yml
+++ b/data/us/legislature/Joyce-Beatty-47fb8c8b-1c71-5c66-9781-94be94803332.yml
@@ -7,7 +7,7 @@ birth_date: 1950-03-12
 image: https://theunitedstates.io/images/congress/450x550/B001281.jpg
 party:
 - start_date: '2013-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2013-01-03'
@@ -36,7 +36,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: OH-3
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: OH-3
diff --git a/data/us/legislature/Juan-Ciscomani-435b9cf1-2f02-5ec2-a54e-a42ef044db07.yml b/data/us/legislature/Juan-Ciscomani-435b9cf1-2f02-5ec2-a54e-a42ef044db07.yml
index 2dd5c5a79e..af47d4db86 100644
--- a/data/us/legislature/Juan-Ciscomani-435b9cf1-2f02-5ec2-a54e-a42ef044db07.yml
+++ b/data/us/legislature/Juan-Ciscomani-435b9cf1-2f02-5ec2-a54e-a42ef044db07.yml
@@ -8,11 +8,11 @@ birth_date: 1982-08-30
 image: https://theunitedstates.io/images/congress/450x550/C001133.jpg
 party:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: AZ-6
diff --git a/data/us/legislature/Juan-Vargas-904bef1f-7ef4-51af-aeef-b0ac8e1fbe06.yml b/data/us/legislature/Juan-Vargas-904bef1f-7ef4-51af-aeef-b0ac8e1fbe06.yml
index b3df53f3d2..0dfc4c72ca 100644
--- a/data/us/legislature/Juan-Vargas-904bef1f-7ef4-51af-aeef-b0ac8e1fbe06.yml
+++ b/data/us/legislature/Juan-Vargas-904bef1f-7ef4-51af-aeef-b0ac8e1fbe06.yml
@@ -7,7 +7,7 @@ birth_date: 1961-03-07
 image: https://theunitedstates.io/images/congress/450x550/V000130.jpg
 party:
 - start_date: '2013-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2013-01-03'
@@ -36,7 +36,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-51
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-52
diff --git a/data/us/legislature/Judy-Chu-a06fc4e8-2e1e-52b6-9aef-83d9405fe16b.yml b/data/us/legislature/Judy-Chu-a06fc4e8-2e1e-52b6-9aef-83d9405fe16b.yml
index 26493472fa..b901f350e7 100644
--- a/data/us/legislature/Judy-Chu-a06fc4e8-2e1e-52b6-9aef-83d9405fe16b.yml
+++ b/data/us/legislature/Judy-Chu-a06fc4e8-2e1e-52b6-9aef-83d9405fe16b.yml
@@ -8,7 +8,7 @@ birth_date: 1953-07-07
 image: https://theunitedstates.io/images/congress/450x550/C001080.jpg
 party:
 - start_date: '2009-07-16'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2009-07-16'
@@ -47,7 +47,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-27
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-28
diff --git a/data/us/legislature/Julia-Brownley-84e51316-26ee-55c7-88e8-ae3bd2b7b3cc.yml b/data/us/legislature/Julia-Brownley-84e51316-26ee-55c7-88e8-ae3bd2b7b3cc.yml
index 1cbf415053..dbdb94d815 100644
--- a/data/us/legislature/Julia-Brownley-84e51316-26ee-55c7-88e8-ae3bd2b7b3cc.yml
+++ b/data/us/legislature/Julia-Brownley-84e51316-26ee-55c7-88e8-ae3bd2b7b3cc.yml
@@ -7,7 +7,7 @@ birth_date: 1952-08-28
 image: https://theunitedstates.io/images/congress/450x550/B001285.jpg
 party:
 - start_date: '2013-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2013-01-03'
@@ -36,7 +36,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-26
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-26
diff --git a/data/us/legislature/Julia-Letlow-2a914bb0-5ddc-52d0-abb0-f0cd7830fc5f.yml b/data/us/legislature/Julia-Letlow-2a914bb0-5ddc-52d0-abb0-f0cd7830fc5f.yml
index 7b507d7874..562030a2bc 100644
--- a/data/us/legislature/Julia-Letlow-2a914bb0-5ddc-52d0-abb0-f0cd7830fc5f.yml
+++ b/data/us/legislature/Julia-Letlow-2a914bb0-5ddc-52d0-abb0-f0cd7830fc5f.yml
@@ -7,7 +7,7 @@ birth_date: 1981-03-16
 image: https://theunitedstates.io/images/congress/450x550/L000595.jpg
 party:
 - start_date: '2021-04-14'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2021-04-14'
@@ -16,7 +16,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: LA-5
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: LA-5
diff --git a/data/us/legislature/Kat-Cammack-0963048e-e973-5563-a888-497a3bd4a492.yml b/data/us/legislature/Kat-Cammack-0963048e-e973-5563-a888-497a3bd4a492.yml
index 752d01525c..e4d8cb8928 100644
--- a/data/us/legislature/Kat-Cammack-0963048e-e973-5563-a888-497a3bd4a492.yml
+++ b/data/us/legislature/Kat-Cammack-0963048e-e973-5563-a888-497a3bd4a492.yml
@@ -7,7 +7,7 @@ birth_date: 1988-02-16
 image: https://theunitedstates.io/images/congress/450x550/C001039.jpg
 party:
 - start_date: '2021-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2021-01-03'
@@ -16,7 +16,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: FL-3
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: FL-3
diff --git a/data/us/legislature/Katherine-M-Clark-c882e018-77a3-529f-83ca-151e98d04264.yml b/data/us/legislature/Katherine-M-Clark-c882e018-77a3-529f-83ca-151e98d04264.yml
index eb6a3e4837..cdf81679be 100644
--- a/data/us/legislature/Katherine-M-Clark-c882e018-77a3-529f-83ca-151e98d04264.yml
+++ b/data/us/legislature/Katherine-M-Clark-c882e018-77a3-529f-83ca-151e98d04264.yml
@@ -8,7 +8,7 @@ birth_date: 1963-07-17
 image: https://theunitedstates.io/images/congress/450x550/C001101.jpg
 party:
 - start_date: '2013-12-12'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2013-12-12'
@@ -37,7 +37,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MA-5
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MA-5
diff --git a/data/us/legislature/Kathy-Castor-4e9be052-7054-5a13-84af-4e5176dbac41.yml b/data/us/legislature/Kathy-Castor-4e9be052-7054-5a13-84af-4e5176dbac41.yml
index 5b89fadb9d..c34b295cc4 100644
--- a/data/us/legislature/Kathy-Castor-4e9be052-7054-5a13-84af-4e5176dbac41.yml
+++ b/data/us/legislature/Kathy-Castor-4e9be052-7054-5a13-84af-4e5176dbac41.yml
@@ -7,7 +7,7 @@ birth_date: 1966-08-20
 image: https://theunitedstates.io/images/congress/450x550/C001066.jpg
 party:
 - start_date: '2007-01-04'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2007-01-04'
@@ -51,7 +51,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: FL-14
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: FL-14
diff --git a/data/us/legislature/Kathy-E-Manning-1c6b4ab9-cf1b-5dc1-a537-b991aff8fe5b.yml b/data/us/legislature/Kathy-E-Manning-1c6b4ab9-cf1b-5dc1-a537-b991aff8fe5b.yml
index 12afbc97aa..312b863079 100644
--- a/data/us/legislature/Kathy-E-Manning-1c6b4ab9-cf1b-5dc1-a537-b991aff8fe5b.yml
+++ b/data/us/legislature/Kathy-E-Manning-1c6b4ab9-cf1b-5dc1-a537-b991aff8fe5b.yml
@@ -8,7 +8,7 @@ birth_date: 1956-12-03
 image: https://theunitedstates.io/images/congress/450x550/M001135.jpg
 party:
 - start_date: '2021-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2021-01-03'
@@ -17,7 +17,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NC-6
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NC-6
diff --git a/data/us/legislature/Katie-Porter-8582a25f-087e-5d46-8c12-7dd2e5cf5417.yml b/data/us/legislature/Katie-Porter-8582a25f-087e-5d46-8c12-7dd2e5cf5417.yml
index d28db8cd16..6700d3c5be 100644
--- a/data/us/legislature/Katie-Porter-8582a25f-087e-5d46-8c12-7dd2e5cf5417.yml
+++ b/data/us/legislature/Katie-Porter-8582a25f-087e-5d46-8c12-7dd2e5cf5417.yml
@@ -7,7 +7,7 @@ birth_date: 1974-01-03
 image: https://theunitedstates.io/images/congress/450x550/P000618.jpg
 party:
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2019-01-03'
@@ -21,7 +21,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-45
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-47
diff --git a/data/us/legislature/Kay-Granger-32f7cd03-4f8d-5354-b6d1-114bdd4f9af1.yml b/data/us/legislature/Kay-Granger-32f7cd03-4f8d-5354-b6d1-114bdd4f9af1.yml
index 6fab87b84d..6555ddbd29 100644
--- a/data/us/legislature/Kay-Granger-32f7cd03-4f8d-5354-b6d1-114bdd4f9af1.yml
+++ b/data/us/legislature/Kay-Granger-32f7cd03-4f8d-5354-b6d1-114bdd4f9af1.yml
@@ -7,7 +7,7 @@ birth_date: 1943-01-18
 image: https://theunitedstates.io/images/congress/450x550/G000377.jpg
 party:
 - start_date: '1997-01-07'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '1997-01-07'
@@ -76,7 +76,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: TX-12
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: TX-12
diff --git a/data/us/legislature/Keith-Self-404f8ca3-d216-5c95-b5aa-17176b25aa16.yml b/data/us/legislature/Keith-Self-404f8ca3-d216-5c95-b5aa-17176b25aa16.yml
index ee14d42c40..74a5b20225 100644
--- a/data/us/legislature/Keith-Self-404f8ca3-d216-5c95-b5aa-17176b25aa16.yml
+++ b/data/us/legislature/Keith-Self-404f8ca3-d216-5c95-b5aa-17176b25aa16.yml
@@ -8,11 +8,11 @@ birth_date: 1953-03-20
 image: https://theunitedstates.io/images/congress/450x550/S001224.jpg
 party:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: TX-3
diff --git a/data/us/legislature/Kelly-Armstrong-ea4b65ca-7dbf-575b-abdb-1ac17d6ebb13.yml b/data/us/legislature/Kelly-Armstrong-ea4b65ca-7dbf-575b-abdb-1ac17d6ebb13.yml
index 9e0a5c0b83..f8dccdad14 100644
--- a/data/us/legislature/Kelly-Armstrong-ea4b65ca-7dbf-575b-abdb-1ac17d6ebb13.yml
+++ b/data/us/legislature/Kelly-Armstrong-ea4b65ca-7dbf-575b-abdb-1ac17d6ebb13.yml
@@ -7,7 +7,7 @@ birth_date: 1976-10-08
 image: https://theunitedstates.io/images/congress/450x550/A000377.jpg
 party:
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2019-01-03'
@@ -21,7 +21,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: ND-AL
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: ND-AL
diff --git a/data/us/legislature/Ken-Calvert-3ca12a7a-5192-58bf-ba92-c219af17d74c.yml b/data/us/legislature/Ken-Calvert-3ca12a7a-5192-58bf-ba92-c219af17d74c.yml
index 7980c501c2..04fc8d9656 100644
--- a/data/us/legislature/Ken-Calvert-3ca12a7a-5192-58bf-ba92-c219af17d74c.yml
+++ b/data/us/legislature/Ken-Calvert-3ca12a7a-5192-58bf-ba92-c219af17d74c.yml
@@ -8,7 +8,7 @@ birth_date: 1953-06-08
 image: https://theunitedstates.io/images/congress/450x550/C000059.jpg
 party:
 - start_date: '1993-01-05'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '1993-01-05'
@@ -87,7 +87,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-42
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-41
diff --git a/data/us/legislature/Kevin-Cramer-b18c868c-a789-5a02-8070-c0c473d55304.yml b/data/us/legislature/Kevin-Cramer-b18c868c-a789-5a02-8070-c0c473d55304.yml
index 615b22f8d4..71e4104ce1 100644
--- a/data/us/legislature/Kevin-Cramer-b18c868c-a789-5a02-8070-c0c473d55304.yml
+++ b/data/us/legislature/Kevin-Cramer-b18c868c-a789-5a02-8070-c0c473d55304.yml
@@ -7,7 +7,7 @@ birth_date: 1961-01-21
 image: https://theunitedstates.io/images/congress/450x550/C001096.jpg
 party:
 - start_date: '2013-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2013-01-03'
@@ -26,7 +26,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: ND-AL
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: upper
   jurisdiction: ocd-jurisdiction/country:us/government
   district: North Dakota
diff --git a/data/us/legislature/Kevin-Hern-139e15e1-4a50-5126-ad7a-b462c44f00e0.yml b/data/us/legislature/Kevin-Hern-139e15e1-4a50-5126-ad7a-b462c44f00e0.yml
index 9bf4d2a0ed..fd88d600cf 100644
--- a/data/us/legislature/Kevin-Hern-139e15e1-4a50-5126-ad7a-b462c44f00e0.yml
+++ b/data/us/legislature/Kevin-Hern-139e15e1-4a50-5126-ad7a-b462c44f00e0.yml
@@ -8,7 +8,7 @@ birth_date: 1961-12-04
 image: https://theunitedstates.io/images/congress/450x550/H001082.jpg
 party:
 - start_date: '2018-11-13'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2018-11-13'
@@ -27,7 +27,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: OK-1
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: OK-1
diff --git a/data/us/legislature/Kevin-Kiley-4aee9639-900f-5593-aab0-b55bb3e8da51.yml b/data/us/legislature/Kevin-Kiley-4aee9639-900f-5593-aab0-b55bb3e8da51.yml
index f7036bd73d..97c01f322d 100644
--- a/data/us/legislature/Kevin-Kiley-4aee9639-900f-5593-aab0-b55bb3e8da51.yml
+++ b/data/us/legislature/Kevin-Kiley-4aee9639-900f-5593-aab0-b55bb3e8da51.yml
@@ -8,11 +8,11 @@ birth_date: 1985-01-30
 image: https://theunitedstates.io/images/congress/450x550/K000401.jpg
 party:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-3
diff --git a/data/us/legislature/Kevin-Mullin-c0400bec-65fe-5112-bf85-3a185ed0b601.yml b/data/us/legislature/Kevin-Mullin-c0400bec-65fe-5112-bf85-3a185ed0b601.yml
index 6f2ef8dff7..389e93cee7 100644
--- a/data/us/legislature/Kevin-Mullin-c0400bec-65fe-5112-bf85-3a185ed0b601.yml
+++ b/data/us/legislature/Kevin-Mullin-c0400bec-65fe-5112-bf85-3a185ed0b601.yml
@@ -7,11 +7,11 @@ birth_date: 1970-06-15
 image: https://theunitedstates.io/images/congress/450x550/M001225.jpg
 party:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-15
diff --git a/data/us/legislature/Kim-Schrier-eb152f16-def8-5b51-9379-e7e463628ad6.yml b/data/us/legislature/Kim-Schrier-eb152f16-def8-5b51-9379-e7e463628ad6.yml
index 1c08c12400..138590a600 100644
--- a/data/us/legislature/Kim-Schrier-eb152f16-def8-5b51-9379-e7e463628ad6.yml
+++ b/data/us/legislature/Kim-Schrier-eb152f16-def8-5b51-9379-e7e463628ad6.yml
@@ -7,7 +7,7 @@ birth_date: 1968-08-23
 image: https://theunitedstates.io/images/congress/450x550/S001216.jpg
 party:
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2019-01-03'
@@ -21,7 +21,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: WA-8
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: WA-8
diff --git a/data/us/legislature/Kirsten-E-Gillibrand-d3f90fd1-5f64-5d18-a658-bdd021b89f46.yml b/data/us/legislature/Kirsten-E-Gillibrand-d3f90fd1-5f64-5d18-a658-bdd021b89f46.yml
index 3ef09a5015..75b98fcdc8 100644
--- a/data/us/legislature/Kirsten-E-Gillibrand-d3f90fd1-5f64-5d18-a658-bdd021b89f46.yml
+++ b/data/us/legislature/Kirsten-E-Gillibrand-d3f90fd1-5f64-5d18-a658-bdd021b89f46.yml
@@ -8,7 +8,7 @@ birth_date: 1966-12-09
 image: https://theunitedstates.io/images/congress/450x550/G000555.jpg
 party:
 - start_date: '2007-01-04'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2007-01-04'
@@ -32,7 +32,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: New York
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: upper
   jurisdiction: ocd-jurisdiction/country:us/government
   district: New York
diff --git a/data/us/legislature/Kweisi-Mfume-79575558-ef44-5bb5-9c64-3d3fe3fb4427.yml b/data/us/legislature/Kweisi-Mfume-79575558-ef44-5bb5-9c64-3d3fe3fb4427.yml
index 8be6cd70fc..c831d18ada 100644
--- a/data/us/legislature/Kweisi-Mfume-79575558-ef44-5bb5-9c64-3d3fe3fb4427.yml
+++ b/data/us/legislature/Kweisi-Mfume-79575558-ef44-5bb5-9c64-3d3fe3fb4427.yml
@@ -7,7 +7,7 @@ birth_date: 1948-10-24
 image: https://theunitedstates.io/images/congress/450x550/M000687.jpg
 party:
 - start_date: '1987-01-06'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '1987-01-06'
@@ -46,7 +46,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MD-7
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MD-7
diff --git a/data/us/legislature/Kyrsten-Sinema-37a72ecf-c1ae-5c91-b4ee-d72f4e9e8894.yml b/data/us/legislature/Kyrsten-Sinema-37a72ecf-c1ae-5c91-b4ee-d72f4e9e8894.yml
index 50a920bd59..d966345b6c 100644
--- a/data/us/legislature/Kyrsten-Sinema-37a72ecf-c1ae-5c91-b4ee-d72f4e9e8894.yml
+++ b/data/us/legislature/Kyrsten-Sinema-37a72ecf-c1ae-5c91-b4ee-d72f4e9e8894.yml
@@ -10,7 +10,7 @@ party:
   end_date: '2019-01-03'
   name: Democratic
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Independent
 roles:
 - start_date: '2013-01-03'
@@ -29,7 +29,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: AZ-9
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: upper
   jurisdiction: ocd-jurisdiction/country:us/government
   district: Arizona
diff --git a/data/us/legislature/Lance-Gooden-8d52be7e-dba0-5b01-bb9a-c0cfb72fa609.yml b/data/us/legislature/Lance-Gooden-8d52be7e-dba0-5b01-bb9a-c0cfb72fa609.yml
index 2a4a132810..e15d7fecc0 100644
--- a/data/us/legislature/Lance-Gooden-8d52be7e-dba0-5b01-bb9a-c0cfb72fa609.yml
+++ b/data/us/legislature/Lance-Gooden-8d52be7e-dba0-5b01-bb9a-c0cfb72fa609.yml
@@ -7,7 +7,7 @@ birth_date: 1982-12-01
 image: https://theunitedstates.io/images/congress/450x550/G000589.jpg
 party:
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2019-01-03'
@@ -21,7 +21,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: TX-5
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: TX-5
diff --git a/data/us/legislature/Laphonza-R-Butler-0490575c-d32c-56f5-9d82-c0511ebe4fb8.yml b/data/us/legislature/Laphonza-R-Butler-0490575c-d32c-56f5-9d82-c0511ebe4fb8.yml
index f575a8d861..9cf6c80287 100644
--- a/data/us/legislature/Laphonza-R-Butler-0490575c-d32c-56f5-9d82-c0511ebe4fb8.yml
+++ b/data/us/legislature/Laphonza-R-Butler-0490575c-d32c-56f5-9d82-c0511ebe4fb8.yml
@@ -8,11 +8,11 @@ birth_date: 1979-05-11
 image: https://theunitedstates.io/images/congress/450x550/B001320.jpg
 party:
 - start_date: '2023-10-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2023-10-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: upper
   jurisdiction: ocd-jurisdiction/country:us/government
   district: California
diff --git a/data/us/legislature/Larry-Bucshon-9b31b2fc-8303-5ad0-85d3-1051a49aedb2.yml b/data/us/legislature/Larry-Bucshon-9b31b2fc-8303-5ad0-85d3-1051a49aedb2.yml
index 0b066613a6..8fa789d91b 100644
--- a/data/us/legislature/Larry-Bucshon-9b31b2fc-8303-5ad0-85d3-1051a49aedb2.yml
+++ b/data/us/legislature/Larry-Bucshon-9b31b2fc-8303-5ad0-85d3-1051a49aedb2.yml
@@ -7,7 +7,7 @@ birth_date: 1962-05-31
 image: https://theunitedstates.io/images/congress/450x550/B001275.jpg
 party:
 - start_date: '2011-01-05'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2011-01-05'
@@ -41,7 +41,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: IN-8
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: IN-8
diff --git a/data/us/legislature/Laurel-M-Lee-96350e36-02c1-512a-8b83-fdd0dd93be88.yml b/data/us/legislature/Laurel-M-Lee-96350e36-02c1-512a-8b83-fdd0dd93be88.yml
index 0ec33fdccd..fb6f481a2b 100644
--- a/data/us/legislature/Laurel-M-Lee-96350e36-02c1-512a-8b83-fdd0dd93be88.yml
+++ b/data/us/legislature/Laurel-M-Lee-96350e36-02c1-512a-8b83-fdd0dd93be88.yml
@@ -8,11 +8,11 @@ birth_date: 1974-03-26
 image: https://theunitedstates.io/images/congress/450x550/L000597.jpg
 party:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: FL-15
diff --git a/data/us/legislature/Lauren-Boebert-bbaa33e5-6ab2-5fba-bb46-35e44f89e553.yml b/data/us/legislature/Lauren-Boebert-bbaa33e5-6ab2-5fba-bb46-35e44f89e553.yml
index 2c292bcbe6..2cb0ee2c02 100644
--- a/data/us/legislature/Lauren-Boebert-bbaa33e5-6ab2-5fba-bb46-35e44f89e553.yml
+++ b/data/us/legislature/Lauren-Boebert-bbaa33e5-6ab2-5fba-bb46-35e44f89e553.yml
@@ -8,7 +8,7 @@ birth_date: 1986-12-15
 image: https://theunitedstates.io/images/congress/450x550/B000825.jpg
 party:
 - start_date: '2021-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2021-01-03'
@@ -17,7 +17,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CO-3
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CO-3
diff --git a/data/us/legislature/Lauren-Underwood-9415f4f1-c2b8-5543-b695-d8cace3373f2.yml b/data/us/legislature/Lauren-Underwood-9415f4f1-c2b8-5543-b695-d8cace3373f2.yml
index 6339941335..66158453f3 100644
--- a/data/us/legislature/Lauren-Underwood-9415f4f1-c2b8-5543-b695-d8cace3373f2.yml
+++ b/data/us/legislature/Lauren-Underwood-9415f4f1-c2b8-5543-b695-d8cace3373f2.yml
@@ -7,7 +7,7 @@ birth_date: 1986-10-04
 image: https://theunitedstates.io/images/congress/450x550/U000040.jpg
 party:
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2019-01-03'
@@ -21,7 +21,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: IL-14
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: IL-14
diff --git a/data/us/legislature/Linda-T-Snchez-b01048a9-27a5-5fed-b5ef-7bf3b3be6d04.yml b/data/us/legislature/Linda-T-Snchez-b01048a9-27a5-5fed-b5ef-7bf3b3be6d04.yml
index 031be2b6fc..5029281890 100644
--- a/data/us/legislature/Linda-T-Snchez-b01048a9-27a5-5fed-b5ef-7bf3b3be6d04.yml
+++ b/data/us/legislature/Linda-T-Snchez-b01048a9-27a5-5fed-b5ef-7bf3b3be6d04.yml
@@ -8,7 +8,7 @@ birth_date: 1969-01-28
 image: https://theunitedstates.io/images/congress/450x550/S001156.jpg
 party:
 - start_date: '2003-01-07'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2003-01-07'
@@ -62,7 +62,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-38
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-38
diff --git a/data/us/legislature/Lisa-Blunt-Rochester-0b32bee9-863e-522f-99b8-9ad8e5d8f42e.yml b/data/us/legislature/Lisa-Blunt-Rochester-0b32bee9-863e-522f-99b8-9ad8e5d8f42e.yml
index f05223a1d8..3b244b8127 100644
--- a/data/us/legislature/Lisa-Blunt-Rochester-0b32bee9-863e-522f-99b8-9ad8e5d8f42e.yml
+++ b/data/us/legislature/Lisa-Blunt-Rochester-0b32bee9-863e-522f-99b8-9ad8e5d8f42e.yml
@@ -7,7 +7,7 @@ birth_date: 1962-02-10
 image: https://theunitedstates.io/images/congress/450x550/B001303.jpg
 party:
 - start_date: '2017-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2017-01-03'
@@ -26,7 +26,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: DE-AL
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: DE-AL
diff --git a/data/us/legislature/Lisa-C-McClain-f8a1c19c-3aa4-5c20-a8a4-211a40b2c540.yml b/data/us/legislature/Lisa-C-McClain-f8a1c19c-3aa4-5c20-a8a4-211a40b2c540.yml
index c951e826b6..3d14fd42b0 100644
--- a/data/us/legislature/Lisa-C-McClain-f8a1c19c-3aa4-5c20-a8a4-211a40b2c540.yml
+++ b/data/us/legislature/Lisa-C-McClain-f8a1c19c-3aa4-5c20-a8a4-211a40b2c540.yml
@@ -8,7 +8,7 @@ birth_date: 1966-04-07
 image: https://theunitedstates.io/images/congress/450x550/M001136.jpg
 party:
 - start_date: '2021-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2021-01-03'
@@ -17,7 +17,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MI-10
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MI-9
diff --git a/data/us/legislature/Lizzie-Fletcher-b2b37c5e-17c0-5833-b5e0-fe4f93834761.yml b/data/us/legislature/Lizzie-Fletcher-b2b37c5e-17c0-5833-b5e0-fe4f93834761.yml
index d05733ba1f..e9f9762a32 100644
--- a/data/us/legislature/Lizzie-Fletcher-b2b37c5e-17c0-5833-b5e0-fe4f93834761.yml
+++ b/data/us/legislature/Lizzie-Fletcher-b2b37c5e-17c0-5833-b5e0-fe4f93834761.yml
@@ -7,7 +7,7 @@ birth_date: 1975-02-13
 image: https://theunitedstates.io/images/congress/450x550/F000468.jpg
 party:
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2019-01-03'
@@ -21,7 +21,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: TX-7
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: TX-7
diff --git a/data/us/legislature/Lloyd-Doggett-09fc76c2-eb6b-52c2-bc3d-de183e362df0.yml b/data/us/legislature/Lloyd-Doggett-09fc76c2-eb6b-52c2-bc3d-de183e362df0.yml
index 90b9ef9dad..9e557b96e3 100644
--- a/data/us/legislature/Lloyd-Doggett-09fc76c2-eb6b-52c2-bc3d-de183e362df0.yml
+++ b/data/us/legislature/Lloyd-Doggett-09fc76c2-eb6b-52c2-bc3d-de183e362df0.yml
@@ -8,7 +8,7 @@ birth_date: 1946-10-06
 image: https://theunitedstates.io/images/congress/450x550/D000399.jpg
 party:
 - start_date: '1995-01-04'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '1995-01-04'
@@ -82,7 +82,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: TX-35
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: TX-37
diff --git a/data/us/legislature/Lloyd-Smucker-0f2326f2-b5dc-5428-bcaa-9a1078d0750c.yml b/data/us/legislature/Lloyd-Smucker-0f2326f2-b5dc-5428-bcaa-9a1078d0750c.yml
index 8698f8be14..c5d3e95522 100644
--- a/data/us/legislature/Lloyd-Smucker-0f2326f2-b5dc-5428-bcaa-9a1078d0750c.yml
+++ b/data/us/legislature/Lloyd-Smucker-0f2326f2-b5dc-5428-bcaa-9a1078d0750c.yml
@@ -7,7 +7,7 @@ birth_date: 1964-01-23
 image: https://theunitedstates.io/images/congress/450x550/S001199.jpg
 party:
 - start_date: '2017-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2017-01-03'
@@ -26,7 +26,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: PA-11
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: PA-11
diff --git a/data/us/legislature/Lois-Frankel-6dca533f-6c45-5308-9d6c-b579d4baf301.yml b/data/us/legislature/Lois-Frankel-6dca533f-6c45-5308-9d6c-b579d4baf301.yml
index 67067dfe8f..a05e87d65f 100644
--- a/data/us/legislature/Lois-Frankel-6dca533f-6c45-5308-9d6c-b579d4baf301.yml
+++ b/data/us/legislature/Lois-Frankel-6dca533f-6c45-5308-9d6c-b579d4baf301.yml
@@ -7,7 +7,7 @@ birth_date: 1948-05-16
 image: https://theunitedstates.io/images/congress/450x550/F000462.jpg
 party:
 - start_date: '2013-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2013-01-03'
@@ -36,7 +36,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: FL-21
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: FL-22
diff --git a/data/us/legislature/Lori-Chavez-DeRemer-dba5c00d-d539-5816-8781-e63f28d8b3e2.yml b/data/us/legislature/Lori-Chavez-DeRemer-dba5c00d-d539-5816-8781-e63f28d8b3e2.yml
index 6cf219e9c7..1611af3899 100644
--- a/data/us/legislature/Lori-Chavez-DeRemer-dba5c00d-d539-5816-8781-e63f28d8b3e2.yml
+++ b/data/us/legislature/Lori-Chavez-DeRemer-dba5c00d-d539-5816-8781-e63f28d8b3e2.yml
@@ -8,11 +8,11 @@ birth_date: 1968-04-07
 image: https://theunitedstates.io/images/congress/450x550/C001135.jpg
 party:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: OR-5
diff --git a/data/us/legislature/Lori-Trahan-f8d561c8-c0f2-5251-9d52-53289b82c7d9.yml b/data/us/legislature/Lori-Trahan-f8d561c8-c0f2-5251-9d52-53289b82c7d9.yml
index 24e492abec..345b7b3212 100644
--- a/data/us/legislature/Lori-Trahan-f8d561c8-c0f2-5251-9d52-53289b82c7d9.yml
+++ b/data/us/legislature/Lori-Trahan-f8d561c8-c0f2-5251-9d52-53289b82c7d9.yml
@@ -7,7 +7,7 @@ birth_date: 1973-10-27
 image: https://theunitedstates.io/images/congress/450x550/T000482.jpg
 party:
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2019-01-03'
@@ -21,7 +21,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MA-3
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MA-3
diff --git a/data/us/legislature/Lucy-McBath-b5d26a8a-2954-574c-abf8-1c232e928c9c.yml b/data/us/legislature/Lucy-McBath-b5d26a8a-2954-574c-abf8-1c232e928c9c.yml
index 3845b93ba1..87801c5a0c 100644
--- a/data/us/legislature/Lucy-McBath-b5d26a8a-2954-574c-abf8-1c232e928c9c.yml
+++ b/data/us/legislature/Lucy-McBath-b5d26a8a-2954-574c-abf8-1c232e928c9c.yml
@@ -7,7 +7,7 @@ birth_date: 1960-06-01
 image: https://theunitedstates.io/images/congress/450x550/M001208.jpg
 party:
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2019-01-03'
@@ -21,7 +21,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: GA-6
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: GA-7
diff --git a/data/us/legislature/Madeleine-Dean-1daf07ea-2575-511e-a5a8-47f0662cf209.yml b/data/us/legislature/Madeleine-Dean-1daf07ea-2575-511e-a5a8-47f0662cf209.yml
index 3ab4fbeb2b..942e8ef0fa 100644
--- a/data/us/legislature/Madeleine-Dean-1daf07ea-2575-511e-a5a8-47f0662cf209.yml
+++ b/data/us/legislature/Madeleine-Dean-1daf07ea-2575-511e-a5a8-47f0662cf209.yml
@@ -7,7 +7,7 @@ birth_date: 1959-06-06
 image: https://theunitedstates.io/images/congress/450x550/D000631.jpg
 party:
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2019-01-03'
@@ -21,7 +21,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: PA-4
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: PA-4
diff --git a/data/us/legislature/Marc-A-Veasey-fe3cbb3c-90cd-5661-8f02-2e7da15459b8.yml b/data/us/legislature/Marc-A-Veasey-fe3cbb3c-90cd-5661-8f02-2e7da15459b8.yml
index f5bc586a36..b7f54eef6a 100644
--- a/data/us/legislature/Marc-A-Veasey-fe3cbb3c-90cd-5661-8f02-2e7da15459b8.yml
+++ b/data/us/legislature/Marc-A-Veasey-fe3cbb3c-90cd-5661-8f02-2e7da15459b8.yml
@@ -8,7 +8,7 @@ birth_date: 1971-01-03
 image: https://theunitedstates.io/images/congress/450x550/V000131.jpg
 party:
 - start_date: '2013-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2013-01-03'
@@ -37,7 +37,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: TX-33
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: TX-33
diff --git a/data/us/legislature/Marcus-J-Molinaro-5cc850f2-c4fa-5844-ab4c-bb44a07159ac.yml b/data/us/legislature/Marcus-J-Molinaro-5cc850f2-c4fa-5844-ab4c-bb44a07159ac.yml
index 66796437ed..f709d89c07 100644
--- a/data/us/legislature/Marcus-J-Molinaro-5cc850f2-c4fa-5844-ab4c-bb44a07159ac.yml
+++ b/data/us/legislature/Marcus-J-Molinaro-5cc850f2-c4fa-5844-ab4c-bb44a07159ac.yml
@@ -8,11 +8,11 @@ birth_date: 1975-10-08
 image: https://theunitedstates.io/images/congress/450x550/M001221.jpg
 party:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NY-19
diff --git a/data/us/legislature/Marcy-Kaptur-b6f3dafd-0c6e-5694-ac20-59a88e891f62.yml b/data/us/legislature/Marcy-Kaptur-b6f3dafd-0c6e-5694-ac20-59a88e891f62.yml
index c48ac5c37a..1bf4a9767c 100644
--- a/data/us/legislature/Marcy-Kaptur-b6f3dafd-0c6e-5694-ac20-59a88e891f62.yml
+++ b/data/us/legislature/Marcy-Kaptur-b6f3dafd-0c6e-5694-ac20-59a88e891f62.yml
@@ -7,7 +7,7 @@ birth_date: 1946-06-17
 image: https://theunitedstates.io/images/congress/450x550/K000009.jpg
 party:
 - start_date: '1983-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '1983-01-03'
@@ -111,7 +111,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: OH-9
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: OH-9
diff --git a/data/us/legislature/Maria-Cantwell-46c3b77a-7d00-5ecc-83d0-04c8fa05bf04.yml b/data/us/legislature/Maria-Cantwell-46c3b77a-7d00-5ecc-83d0-04c8fa05bf04.yml
index 97bd6aa1f2..dc5304770d 100644
--- a/data/us/legislature/Maria-Cantwell-46c3b77a-7d00-5ecc-83d0-04c8fa05bf04.yml
+++ b/data/us/legislature/Maria-Cantwell-46c3b77a-7d00-5ecc-83d0-04c8fa05bf04.yml
@@ -7,7 +7,7 @@ birth_date: 1958-10-13
 image: https://theunitedstates.io/images/congress/450x550/C000127.jpg
 party:
 - start_date: '1993-01-05'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '1993-01-05'
@@ -31,7 +31,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: Washington
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: upper
   jurisdiction: ocd-jurisdiction/country:us/government
   district: Washington
diff --git a/data/us/legislature/Maria-Elvira-Salazar-23524e03-1206-50cb-844d-ddea47f258da.yml b/data/us/legislature/Maria-Elvira-Salazar-23524e03-1206-50cb-844d-ddea47f258da.yml
index 1048814666..38b8544f01 100644
--- a/data/us/legislature/Maria-Elvira-Salazar-23524e03-1206-50cb-844d-ddea47f258da.yml
+++ b/data/us/legislature/Maria-Elvira-Salazar-23524e03-1206-50cb-844d-ddea47f258da.yml
@@ -8,7 +8,7 @@ birth_date: 1961-11-01
 image: https://theunitedstates.io/images/congress/450x550/S000168.jpg
 party:
 - start_date: '2021-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2021-01-03'
@@ -17,7 +17,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: FL-27
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: FL-27
diff --git a/data/us/legislature/Mariannette-Miller-Meeks-fc8623ea-be1e-518f-aa76-3598910fa676.yml b/data/us/legislature/Mariannette-Miller-Meeks-fc8623ea-be1e-518f-aa76-3598910fa676.yml
index 6020da1d9f..82f6349582 100644
--- a/data/us/legislature/Mariannette-Miller-Meeks-fc8623ea-be1e-518f-aa76-3598910fa676.yml
+++ b/data/us/legislature/Mariannette-Miller-Meeks-fc8623ea-be1e-518f-aa76-3598910fa676.yml
@@ -8,7 +8,7 @@ birth_date: 1955-09-06
 image: https://theunitedstates.io/images/congress/450x550/M001215.jpg
 party:
 - start_date: '2021-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2021-01-03'
@@ -17,7 +17,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: IA-2
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: IA-1
diff --git a/data/us/legislature/Marie-Gluesenkamp-Perez-3d465b8f-2f67-5283-8cab-da3990ec8c49.yml b/data/us/legislature/Marie-Gluesenkamp-Perez-3d465b8f-2f67-5283-8cab-da3990ec8c49.yml
index c32ecd1051..53a9f14f32 100644
--- a/data/us/legislature/Marie-Gluesenkamp-Perez-3d465b8f-2f67-5283-8cab-da3990ec8c49.yml
+++ b/data/us/legislature/Marie-Gluesenkamp-Perez-3d465b8f-2f67-5283-8cab-da3990ec8c49.yml
@@ -7,11 +7,11 @@ birth_date: 1988-06-06
 image: https://theunitedstates.io/images/congress/450x550/G000600.jpg
 party:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: WA-3
diff --git a/data/us/legislature/Marilyn-Strickland-f0914f67-02b0-5f3c-8f03-949f79c30f62.yml b/data/us/legislature/Marilyn-Strickland-f0914f67-02b0-5f3c-8f03-949f79c30f62.yml
index fb2954dd61..7fcc7679ca 100644
--- a/data/us/legislature/Marilyn-Strickland-f0914f67-02b0-5f3c-8f03-949f79c30f62.yml
+++ b/data/us/legislature/Marilyn-Strickland-f0914f67-02b0-5f3c-8f03-949f79c30f62.yml
@@ -7,7 +7,7 @@ birth_date: 1962-09-25
 image: https://theunitedstates.io/images/congress/450x550/S001159.jpg
 party:
 - start_date: '2021-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2021-01-03'
@@ -16,7 +16,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: WA-10
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: WA-10
diff --git a/data/us/legislature/Mario-Diaz-Balart-7e5729d1-198d-5389-be51-d1e05969729c.yml b/data/us/legislature/Mario-Diaz-Balart-7e5729d1-198d-5389-be51-d1e05969729c.yml
index 2d385809f3..57cff84971 100644
--- a/data/us/legislature/Mario-Diaz-Balart-7e5729d1-198d-5389-be51-d1e05969729c.yml
+++ b/data/us/legislature/Mario-Diaz-Balart-7e5729d1-198d-5389-be51-d1e05969729c.yml
@@ -7,7 +7,7 @@ birth_date: 1961-09-25
 image: https://theunitedstates.io/images/congress/450x550/D000600.jpg
 party:
 - start_date: '2003-01-07'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2003-01-07'
@@ -61,7 +61,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: FL-25
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: FL-26
diff --git a/data/us/legislature/Marjorie-Taylor-Greene-8c511e48-a002-5f1c-a4b9-1cd18b7f7a6e.yml b/data/us/legislature/Marjorie-Taylor-Greene-8c511e48-a002-5f1c-a4b9-1cd18b7f7a6e.yml
index 1f9c70f3c0..1f6b6d4153 100644
--- a/data/us/legislature/Marjorie-Taylor-Greene-8c511e48-a002-5f1c-a4b9-1cd18b7f7a6e.yml
+++ b/data/us/legislature/Marjorie-Taylor-Greene-8c511e48-a002-5f1c-a4b9-1cd18b7f7a6e.yml
@@ -8,7 +8,7 @@ birth_date: 1974-05-27
 image: https://theunitedstates.io/images/congress/450x550/G000596.jpg
 party:
 - start_date: '2021-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2021-01-03'
@@ -17,7 +17,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: GA-14
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: GA-14
diff --git a/data/us/legislature/Mark-Alford-baf62641-318a-58be-bb76-f7c6aeb97684.yml b/data/us/legislature/Mark-Alford-baf62641-318a-58be-bb76-f7c6aeb97684.yml
index dd28e24087..d2cae3ebd2 100644
--- a/data/us/legislature/Mark-Alford-baf62641-318a-58be-bb76-f7c6aeb97684.yml
+++ b/data/us/legislature/Mark-Alford-baf62641-318a-58be-bb76-f7c6aeb97684.yml
@@ -8,11 +8,11 @@ birth_date: 1963-10-04
 image: https://theunitedstates.io/images/congress/450x550/A000379.jpg
 party:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MO-4
diff --git a/data/us/legislature/Mark-DeSaulnier-a1d66d4f-5f94-5605-9e25-96c8f5b4e2df.yml b/data/us/legislature/Mark-DeSaulnier-a1d66d4f-5f94-5605-9e25-96c8f5b4e2df.yml
index c41564d6dc..b9bfb38abd 100644
--- a/data/us/legislature/Mark-DeSaulnier-a1d66d4f-5f94-5605-9e25-96c8f5b4e2df.yml
+++ b/data/us/legislature/Mark-DeSaulnier-a1d66d4f-5f94-5605-9e25-96c8f5b4e2df.yml
@@ -7,7 +7,7 @@ birth_date: 1952-03-31
 image: https://theunitedstates.io/images/congress/450x550/D000623.jpg
 party:
 - start_date: '2015-01-06'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2015-01-06'
@@ -31,7 +31,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-11
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-10
diff --git a/data/us/legislature/Mark-E-Amodei-e58ac762-d546-52f3-8efd-8a2c8f12f731.yml b/data/us/legislature/Mark-E-Amodei-e58ac762-d546-52f3-8efd-8a2c8f12f731.yml
index 670f5e5399..df2b3a21bf 100644
--- a/data/us/legislature/Mark-E-Amodei-e58ac762-d546-52f3-8efd-8a2c8f12f731.yml
+++ b/data/us/legislature/Mark-E-Amodei-e58ac762-d546-52f3-8efd-8a2c8f12f731.yml
@@ -8,7 +8,7 @@ birth_date: 1958-06-12
 image: https://theunitedstates.io/images/congress/450x550/A000369.jpg
 party:
 - start_date: '2011-09-13'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2011-09-13'
@@ -42,7 +42,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NV-2
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NV-2
diff --git a/data/us/legislature/Mark-E-Green-92fdf72b-20aa-5d08-83b8-833c4714b0ac.yml b/data/us/legislature/Mark-E-Green-92fdf72b-20aa-5d08-83b8-833c4714b0ac.yml
index 4b2b410786..bd3cb7794e 100644
--- a/data/us/legislature/Mark-E-Green-92fdf72b-20aa-5d08-83b8-833c4714b0ac.yml
+++ b/data/us/legislature/Mark-E-Green-92fdf72b-20aa-5d08-83b8-833c4714b0ac.yml
@@ -8,7 +8,7 @@ birth_date: 1964-11-08
 image: https://theunitedstates.io/images/congress/450x550/G000590.jpg
 party:
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2019-01-03'
@@ -22,7 +22,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: TN-7
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: TN-7
diff --git a/data/us/legislature/Mark-Pocan-50093b91-c03b-5dbf-acb8-e5881dd576e4.yml b/data/us/legislature/Mark-Pocan-50093b91-c03b-5dbf-acb8-e5881dd576e4.yml
index 4ae5e1014c..48645d7d0d 100644
--- a/data/us/legislature/Mark-Pocan-50093b91-c03b-5dbf-acb8-e5881dd576e4.yml
+++ b/data/us/legislature/Mark-Pocan-50093b91-c03b-5dbf-acb8-e5881dd576e4.yml
@@ -7,7 +7,7 @@ birth_date: 1964-08-14
 image: https://theunitedstates.io/images/congress/450x550/P000607.jpg
 party:
 - start_date: '2013-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2013-01-03'
@@ -36,7 +36,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: WI-2
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: WI-2
diff --git a/data/us/legislature/Mark-Takano-d01bffb6-a515-5ca5-8203-3a9b8d5da15e.yml b/data/us/legislature/Mark-Takano-d01bffb6-a515-5ca5-8203-3a9b8d5da15e.yml
index ef8a633f40..5aeee58f5b 100644
--- a/data/us/legislature/Mark-Takano-d01bffb6-a515-5ca5-8203-3a9b8d5da15e.yml
+++ b/data/us/legislature/Mark-Takano-d01bffb6-a515-5ca5-8203-3a9b8d5da15e.yml
@@ -7,7 +7,7 @@ birth_date: 1960-12-10
 image: https://theunitedstates.io/images/congress/450x550/T000472.jpg
 party:
 - start_date: '2013-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2013-01-03'
@@ -36,7 +36,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-41
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-39
diff --git a/data/us/legislature/Marsha-Blackburn-fad2ab8c-d191-5eb8-9bd8-5bbc44a35f0d.yml b/data/us/legislature/Marsha-Blackburn-fad2ab8c-d191-5eb8-9bd8-5bbc44a35f0d.yml
index 4fbf793ef7..a16a4c1dff 100644
--- a/data/us/legislature/Marsha-Blackburn-fad2ab8c-d191-5eb8-9bd8-5bbc44a35f0d.yml
+++ b/data/us/legislature/Marsha-Blackburn-fad2ab8c-d191-5eb8-9bd8-5bbc44a35f0d.yml
@@ -8,7 +8,7 @@ birth_date: 1952-06-06
 image: https://theunitedstates.io/images/congress/450x550/B001243.jpg
 party:
 - start_date: '2003-01-07'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2003-01-07'
@@ -52,7 +52,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: TN-7
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: upper
   jurisdiction: ocd-jurisdiction/country:us/government
   district: Tennessee
diff --git a/data/us/legislature/Martin-Heinrich-fb46b038-d2a8-5824-bb36-deb07f8d9f54.yml b/data/us/legislature/Martin-Heinrich-fb46b038-d2a8-5824-bb36-deb07f8d9f54.yml
index 6e26395564..ecad52260f 100644
--- a/data/us/legislature/Martin-Heinrich-fb46b038-d2a8-5824-bb36-deb07f8d9f54.yml
+++ b/data/us/legislature/Martin-Heinrich-fb46b038-d2a8-5824-bb36-deb07f8d9f54.yml
@@ -7,7 +7,7 @@ birth_date: 1971-10-17
 image: https://theunitedstates.io/images/congress/450x550/H001046.jpg
 party:
 - start_date: '2009-01-06'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2009-01-06'
@@ -26,7 +26,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: New Mexico
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: upper
   jurisdiction: ocd-jurisdiction/country:us/government
   district: New Mexico
diff --git a/data/us/legislature/Mary-E-Miller-b98a30a0-ae7f-5910-9883-3132a7164446.yml b/data/us/legislature/Mary-E-Miller-b98a30a0-ae7f-5910-9883-3132a7164446.yml
index a41dc05add..f9ff0a8efb 100644
--- a/data/us/legislature/Mary-E-Miller-b98a30a0-ae7f-5910-9883-3132a7164446.yml
+++ b/data/us/legislature/Mary-E-Miller-b98a30a0-ae7f-5910-9883-3132a7164446.yml
@@ -8,7 +8,7 @@ birth_date: 1959-08-27
 image: https://theunitedstates.io/images/congress/450x550/M001211.jpg
 party:
 - start_date: '2021-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2021-01-03'
@@ -17,7 +17,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: IL-15
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: IL-15
diff --git a/data/us/legislature/Mary-Gay-Scanlon-4dc45e4a-78e1-545f-94c1-10c1d9a12f15.yml b/data/us/legislature/Mary-Gay-Scanlon-4dc45e4a-78e1-545f-94c1-10c1d9a12f15.yml
index bf40eba2b1..7ed022263a 100644
--- a/data/us/legislature/Mary-Gay-Scanlon-4dc45e4a-78e1-545f-94c1-10c1d9a12f15.yml
+++ b/data/us/legislature/Mary-Gay-Scanlon-4dc45e4a-78e1-545f-94c1-10c1d9a12f15.yml
@@ -8,7 +8,7 @@ birth_date: 1959-08-30
 image: https://theunitedstates.io/images/congress/450x550/S001205.jpg
 party:
 - start_date: '2018-11-13'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2018-11-13'
@@ -27,7 +27,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: PA-5
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: PA-5
diff --git a/data/us/legislature/Mary-Sattler-Peltola-be59b2eb-82fa-5b34-af53-30a9aa8b1123.yml b/data/us/legislature/Mary-Sattler-Peltola-be59b2eb-82fa-5b34-af53-30a9aa8b1123.yml
index 0148ef21f2..918e03015f 100644
--- a/data/us/legislature/Mary-Sattler-Peltola-be59b2eb-82fa-5b34-af53-30a9aa8b1123.yml
+++ b/data/us/legislature/Mary-Sattler-Peltola-be59b2eb-82fa-5b34-af53-30a9aa8b1123.yml
@@ -8,7 +8,7 @@ birth_date: 1973-08-31
 image: https://theunitedstates.io/images/congress/450x550/P000619.jpg
 party:
 - start_date: '2022-09-13'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2022-09-13'
@@ -17,7 +17,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: AK-AL
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: AK-AL
diff --git a/data/us/legislature/Matt-Cartwright-1f22bb4c-3315-53ae-848a-e30bb8fec18e.yml b/data/us/legislature/Matt-Cartwright-1f22bb4c-3315-53ae-848a-e30bb8fec18e.yml
index 5b49d81528..29027e3e35 100644
--- a/data/us/legislature/Matt-Cartwright-1f22bb4c-3315-53ae-848a-e30bb8fec18e.yml
+++ b/data/us/legislature/Matt-Cartwright-1f22bb4c-3315-53ae-848a-e30bb8fec18e.yml
@@ -8,7 +8,7 @@ birth_date: 1961-05-01
 image: https://theunitedstates.io/images/congress/450x550/C001090.jpg
 party:
 - start_date: '2013-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2013-01-03'
@@ -37,7 +37,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: PA-8
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: PA-8
diff --git a/data/us/legislature/Matt-Gaetz-89e031c0-3988-5b08-b7a3-7d4e63eb0579.yml b/data/us/legislature/Matt-Gaetz-89e031c0-3988-5b08-b7a3-7d4e63eb0579.yml
index 86dadacbac..c87078ba88 100644
--- a/data/us/legislature/Matt-Gaetz-89e031c0-3988-5b08-b7a3-7d4e63eb0579.yml
+++ b/data/us/legislature/Matt-Gaetz-89e031c0-3988-5b08-b7a3-7d4e63eb0579.yml
@@ -7,7 +7,7 @@ birth_date: 1982-05-07
 image: https://theunitedstates.io/images/congress/450x550/G000578.jpg
 party:
 - start_date: '2017-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2017-01-03'
@@ -26,7 +26,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: FL-1
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: FL-1
diff --git a/data/us/legislature/Matthew-M-Rosendale-Sr-5b030c5d-0d50-5452-b2f8-95f8659056fb.yml b/data/us/legislature/Matthew-M-Rosendale-Sr-5b030c5d-0d50-5452-b2f8-95f8659056fb.yml
index fe7c2576fc..1ee2dce92c 100644
--- a/data/us/legislature/Matthew-M-Rosendale-Sr-5b030c5d-0d50-5452-b2f8-95f8659056fb.yml
+++ b/data/us/legislature/Matthew-M-Rosendale-Sr-5b030c5d-0d50-5452-b2f8-95f8659056fb.yml
@@ -8,11 +8,11 @@ birth_date: 1960-07-07
 image: https://theunitedstates.io/images/congress/450x550/R000103.jpg
 party:
 - start_date: '2021-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2021-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MT-2
diff --git a/data/us/legislature/Max-L-Miller-a26ef77d-1f50-5c77-918d-83f917ac83fb.yml b/data/us/legislature/Max-L-Miller-a26ef77d-1f50-5c77-918d-83f917ac83fb.yml
index b25f1802ab..383892e1cf 100644
--- a/data/us/legislature/Max-L-Miller-a26ef77d-1f50-5c77-918d-83f917ac83fb.yml
+++ b/data/us/legislature/Max-L-Miller-a26ef77d-1f50-5c77-918d-83f917ac83fb.yml
@@ -8,11 +8,11 @@ birth_date: 1988-11-13
 image: https://theunitedstates.io/images/congress/450x550/M001222.jpg
 party:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: OH-7
diff --git a/data/us/legislature/Maxine-Waters-fc7a4a9e-9274-546f-ae5c-bcf46f3fe0f2.yml b/data/us/legislature/Maxine-Waters-fc7a4a9e-9274-546f-ae5c-bcf46f3fe0f2.yml
index 7117bad14e..7d529dee91 100644
--- a/data/us/legislature/Maxine-Waters-fc7a4a9e-9274-546f-ae5c-bcf46f3fe0f2.yml
+++ b/data/us/legislature/Maxine-Waters-fc7a4a9e-9274-546f-ae5c-bcf46f3fe0f2.yml
@@ -7,7 +7,7 @@ birth_date: 1938-08-15
 image: https://theunitedstates.io/images/congress/450x550/W000187.jpg
 party:
 - start_date: '1991-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '1991-01-03'
@@ -91,7 +91,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-43
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-43
diff --git a/data/us/legislature/Maxwell-Frost-f0bef4bc-bb68-55ca-afb8-9104567b2f17.yml b/data/us/legislature/Maxwell-Frost-f0bef4bc-bb68-55ca-afb8-9104567b2f17.yml
index d4703ac6ae..a3e173b48c 100644
--- a/data/us/legislature/Maxwell-Frost-f0bef4bc-bb68-55ca-afb8-9104567b2f17.yml
+++ b/data/us/legislature/Maxwell-Frost-f0bef4bc-bb68-55ca-afb8-9104567b2f17.yml
@@ -8,11 +8,11 @@ birth_date: 1997-01-17
 image: https://theunitedstates.io/images/congress/450x550/F000476.jpg
 party:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: FL-10
diff --git a/data/us/legislature/Mazie-K-Hirono-ee89a520-227a-575d-8379-5d36b6e6b2a2.yml b/data/us/legislature/Mazie-K-Hirono-ee89a520-227a-575d-8379-5d36b6e6b2a2.yml
index a633c29450..998aff8440 100644
--- a/data/us/legislature/Mazie-K-Hirono-ee89a520-227a-575d-8379-5d36b6e6b2a2.yml
+++ b/data/us/legislature/Mazie-K-Hirono-ee89a520-227a-575d-8379-5d36b6e6b2a2.yml
@@ -8,7 +8,7 @@ birth_date: 1947-11-03
 image: https://theunitedstates.io/images/congress/450x550/H001042.jpg
 party:
 - start_date: '2007-01-04'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2007-01-04'
@@ -32,7 +32,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: Hawaii
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: upper
   jurisdiction: ocd-jurisdiction/country:us/government
   district: Hawaii
diff --git a/data/us/legislature/Melanie-A-Stansbury-e3c837d0-9b42-53c9-a131-896bb28aa319.yml b/data/us/legislature/Melanie-A-Stansbury-e3c837d0-9b42-53c9-a131-896bb28aa319.yml
index e1f76185e5..02c3a9bc9e 100644
--- a/data/us/legislature/Melanie-A-Stansbury-e3c837d0-9b42-53c9-a131-896bb28aa319.yml
+++ b/data/us/legislature/Melanie-A-Stansbury-e3c837d0-9b42-53c9-a131-896bb28aa319.yml
@@ -8,7 +8,7 @@ birth_date: 1979-01-31
 image: https://theunitedstates.io/images/congress/450x550/S001218.jpg
 party:
 - start_date: '2021-06-14'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2021-06-14'
@@ -17,7 +17,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NM-1
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NM-1
diff --git a/data/us/legislature/Michael-A-Rulli-91ba3b6a-a4c8-54ab-8964-8498641a6d8f.yml b/data/us/legislature/Michael-A-Rulli-91ba3b6a-a4c8-54ab-8964-8498641a6d8f.yml
index 7fff77a9d1..8870df82b1 100644
--- a/data/us/legislature/Michael-A-Rulli-91ba3b6a-a4c8-54ab-8964-8498641a6d8f.yml
+++ b/data/us/legislature/Michael-A-Rulli-91ba3b6a-a4c8-54ab-8964-8498641a6d8f.yml
@@ -8,11 +8,11 @@ birth_date: 1969-03-11
 image: https://theunitedstates.io/images/congress/450x550/R000619.jpg
 party:
 - start_date: '2024-06-11'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2024-06-11'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: OH-6
diff --git a/data/us/legislature/Michael-C-Burgess-e40d8398-4cca-57bb-a8cc-8376230801d4.yml b/data/us/legislature/Michael-C-Burgess-e40d8398-4cca-57bb-a8cc-8376230801d4.yml
index 80277594d1..875b959c5b 100644
--- a/data/us/legislature/Michael-C-Burgess-e40d8398-4cca-57bb-a8cc-8376230801d4.yml
+++ b/data/us/legislature/Michael-C-Burgess-e40d8398-4cca-57bb-a8cc-8376230801d4.yml
@@ -8,7 +8,7 @@ birth_date: 1950-12-23
 image: https://theunitedstates.io/images/congress/450x550/B001248.jpg
 party:
 - start_date: '2003-01-07'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2003-01-07'
@@ -62,7 +62,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: TX-26
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: TX-26
diff --git a/data/us/legislature/Michael-Cloud-da5e831e-227c-58a1-bf1a-86782158fb57.yml b/data/us/legislature/Michael-Cloud-da5e831e-227c-58a1-bf1a-86782158fb57.yml
index 5b8ca75200..f998f65faa 100644
--- a/data/us/legislature/Michael-Cloud-da5e831e-227c-58a1-bf1a-86782158fb57.yml
+++ b/data/us/legislature/Michael-Cloud-da5e831e-227c-58a1-bf1a-86782158fb57.yml
@@ -7,7 +7,7 @@ birth_date: 1975-05-13
 image: https://theunitedstates.io/images/congress/450x550/C001115.jpg
 party:
 - start_date: '2018-07-10'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2018-07-10'
@@ -26,7 +26,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: TX-27
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: TX-27
diff --git a/data/us/legislature/Michael-Guest-6b015607-c3dd-5867-a1bb-733bf84fe091.yml b/data/us/legislature/Michael-Guest-6b015607-c3dd-5867-a1bb-733bf84fe091.yml
index 63f5b8faa0..23365caf1f 100644
--- a/data/us/legislature/Michael-Guest-6b015607-c3dd-5867-a1bb-733bf84fe091.yml
+++ b/data/us/legislature/Michael-Guest-6b015607-c3dd-5867-a1bb-733bf84fe091.yml
@@ -7,7 +7,7 @@ birth_date: 1970-02-04
 image: https://theunitedstates.io/images/congress/450x550/G000591.jpg
 party:
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2019-01-03'
@@ -21,7 +21,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MS-3
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MS-3
diff --git a/data/us/legislature/Michael-K-Simpson-ba023811-213b-5bb1-a0dc-11a9458364f1.yml b/data/us/legislature/Michael-K-Simpson-ba023811-213b-5bb1-a0dc-11a9458364f1.yml
index a59b0033d8..20a0952323 100644
--- a/data/us/legislature/Michael-K-Simpson-ba023811-213b-5bb1-a0dc-11a9458364f1.yml
+++ b/data/us/legislature/Michael-K-Simpson-ba023811-213b-5bb1-a0dc-11a9458364f1.yml
@@ -8,7 +8,7 @@ birth_date: 1950-09-08
 image: https://theunitedstates.io/images/congress/450x550/S001148.jpg
 party:
 - start_date: '1999-01-06'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '1999-01-06'
@@ -72,7 +72,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: ID-2
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: ID-2
diff --git a/data/us/legislature/Michael-Lawler-029be488-4aad-5a5f-95f1-7ab1aaf27c29.yml b/data/us/legislature/Michael-Lawler-029be488-4aad-5a5f-95f1-7ab1aaf27c29.yml
index 77dc9571bf..ec6f88c6e6 100644
--- a/data/us/legislature/Michael-Lawler-029be488-4aad-5a5f-95f1-7ab1aaf27c29.yml
+++ b/data/us/legislature/Michael-Lawler-029be488-4aad-5a5f-95f1-7ab1aaf27c29.yml
@@ -8,11 +8,11 @@ birth_date: 1986-09-09
 image: https://theunitedstates.io/images/congress/450x550/L000599.jpg
 party:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NY-17
diff --git a/data/us/legislature/Michael-R-Turner-bac6c65d-846b-5e60-9532-fa216c99ccf6.yml b/data/us/legislature/Michael-R-Turner-bac6c65d-846b-5e60-9532-fa216c99ccf6.yml
index c83e71dad7..1557b6f5a8 100644
--- a/data/us/legislature/Michael-R-Turner-bac6c65d-846b-5e60-9532-fa216c99ccf6.yml
+++ b/data/us/legislature/Michael-R-Turner-bac6c65d-846b-5e60-9532-fa216c99ccf6.yml
@@ -8,7 +8,7 @@ birth_date: 1960-01-11
 image: https://theunitedstates.io/images/congress/450x550/T000463.jpg
 party:
 - start_date: '2003-01-07'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2003-01-07'
@@ -62,7 +62,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: OH-10
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: OH-10
diff --git a/data/us/legislature/Michael-T-McCaul-15d37180-ddd2-5bb6-8dd4-cdd2690eca86.yml b/data/us/legislature/Michael-T-McCaul-15d37180-ddd2-5bb6-8dd4-cdd2690eca86.yml
index db03b3459c..0b02202f0b 100644
--- a/data/us/legislature/Michael-T-McCaul-15d37180-ddd2-5bb6-8dd4-cdd2690eca86.yml
+++ b/data/us/legislature/Michael-T-McCaul-15d37180-ddd2-5bb6-8dd4-cdd2690eca86.yml
@@ -8,7 +8,7 @@ birth_date: 1962-01-14
 image: https://theunitedstates.io/images/congress/450x550/M001157.jpg
 party:
 - start_date: '2005-01-04'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2005-01-04'
@@ -57,7 +57,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: TX-10
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: TX-10
diff --git a/data/us/legislature/Michael-Waltz-f335088b-3b7b-5009-9dd9-f389ffe59cdb.yml b/data/us/legislature/Michael-Waltz-f335088b-3b7b-5009-9dd9-f389ffe59cdb.yml
index 35be7bf02c..6859346af5 100644
--- a/data/us/legislature/Michael-Waltz-f335088b-3b7b-5009-9dd9-f389ffe59cdb.yml
+++ b/data/us/legislature/Michael-Waltz-f335088b-3b7b-5009-9dd9-f389ffe59cdb.yml
@@ -7,7 +7,7 @@ birth_date: 1974-01-31
 image: https://theunitedstates.io/images/congress/450x550/W000823.jpg
 party:
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2019-01-03'
@@ -21,7 +21,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: FL-6
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: FL-6
diff --git a/data/us/legislature/Michelle-Fischbach-66724fb4-e553-59cb-b8ba-314e3bf9f1ea.yml b/data/us/legislature/Michelle-Fischbach-66724fb4-e553-59cb-b8ba-314e3bf9f1ea.yml
index 5d9b6318dc..955dd251fc 100644
--- a/data/us/legislature/Michelle-Fischbach-66724fb4-e553-59cb-b8ba-314e3bf9f1ea.yml
+++ b/data/us/legislature/Michelle-Fischbach-66724fb4-e553-59cb-b8ba-314e3bf9f1ea.yml
@@ -8,7 +8,7 @@ birth_date: 1965-11-03
 image: https://theunitedstates.io/images/congress/450x550/F000470.jpg
 party:
 - start_date: '2021-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2021-01-03'
@@ -17,7 +17,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MN-7
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MN-7
diff --git a/data/us/legislature/Michelle-Steel-b95a5cd3-53ca-5f03-8b14-703add32cf84.yml b/data/us/legislature/Michelle-Steel-b95a5cd3-53ca-5f03-8b14-703add32cf84.yml
index 721646c996..9c4deef6d2 100644
--- a/data/us/legislature/Michelle-Steel-b95a5cd3-53ca-5f03-8b14-703add32cf84.yml
+++ b/data/us/legislature/Michelle-Steel-b95a5cd3-53ca-5f03-8b14-703add32cf84.yml
@@ -8,7 +8,7 @@ birth_date: 1955-06-21
 image: https://theunitedstates.io/images/congress/450x550/S001135.jpg
 party:
 - start_date: '2021-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2021-01-03'
@@ -17,7 +17,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-48
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-45
diff --git a/data/us/legislature/Mike-Bost-f49d7d57-812e-584d-85f7-0c3b547bfca4.yml b/data/us/legislature/Mike-Bost-f49d7d57-812e-584d-85f7-0c3b547bfca4.yml
index 47ab3b87a3..b507054d5a 100644
--- a/data/us/legislature/Mike-Bost-f49d7d57-812e-584d-85f7-0c3b547bfca4.yml
+++ b/data/us/legislature/Mike-Bost-f49d7d57-812e-584d-85f7-0c3b547bfca4.yml
@@ -7,7 +7,7 @@ birth_date: 1960-12-30
 image: https://theunitedstates.io/images/congress/450x550/B001295.jpg
 party:
 - start_date: '2015-01-06'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2015-01-06'
@@ -31,7 +31,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: IL-12
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: IL-12
diff --git a/data/us/legislature/Mike-Braun-c3e17251-9796-592a-a8ed-8dea288dadf7.yml b/data/us/legislature/Mike-Braun-c3e17251-9796-592a-a8ed-8dea288dadf7.yml
index b3a7a92018..f8e06ea49b 100644
--- a/data/us/legislature/Mike-Braun-c3e17251-9796-592a-a8ed-8dea288dadf7.yml
+++ b/data/us/legislature/Mike-Braun-c3e17251-9796-592a-a8ed-8dea288dadf7.yml
@@ -7,11 +7,11 @@ birth_date: 1954-03-24
 image: https://theunitedstates.io/images/congress/450x550/B001310.jpg
 party:
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: upper
   jurisdiction: ocd-jurisdiction/country:us/government
   district: Indiana
diff --git a/data/us/legislature/Mike-Carey-e2402add-94f2-53fa-9f40-69ba590c744f.yml b/data/us/legislature/Mike-Carey-e2402add-94f2-53fa-9f40-69ba590c744f.yml
index a1a57355a4..efb36d0554 100644
--- a/data/us/legislature/Mike-Carey-e2402add-94f2-53fa-9f40-69ba590c744f.yml
+++ b/data/us/legislature/Mike-Carey-e2402add-94f2-53fa-9f40-69ba590c744f.yml
@@ -7,7 +7,7 @@ birth_date: 1971-03-13
 image: https://theunitedstates.io/images/congress/450x550/C001126.jpg
 party:
 - start_date: '2021-11-04'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2021-11-04'
@@ -16,7 +16,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: OH-15
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: OH-15
diff --git a/data/us/legislature/Mike-Collins-0f7a88d1-4e4c-565a-b905-706181d7b561.yml b/data/us/legislature/Mike-Collins-0f7a88d1-4e4c-565a-b905-706181d7b561.yml
index 6a57acef36..dbfbe9664a 100644
--- a/data/us/legislature/Mike-Collins-0f7a88d1-4e4c-565a-b905-706181d7b561.yml
+++ b/data/us/legislature/Mike-Collins-0f7a88d1-4e4c-565a-b905-706181d7b561.yml
@@ -8,11 +8,11 @@ birth_date: 1967-07-02
 image: https://theunitedstates.io/images/congress/450x550/C001129.jpg
 party:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: GA-10
diff --git a/data/us/legislature/Mike-Ezell-fef4e629-aa7e-5bc5-9128-abfce1af96d5.yml b/data/us/legislature/Mike-Ezell-fef4e629-aa7e-5bc5-9128-abfce1af96d5.yml
index fba35ce75c..c96b836b15 100644
--- a/data/us/legislature/Mike-Ezell-fef4e629-aa7e-5bc5-9128-abfce1af96d5.yml
+++ b/data/us/legislature/Mike-Ezell-fef4e629-aa7e-5bc5-9128-abfce1af96d5.yml
@@ -7,11 +7,11 @@ birth_date: 1959-04-06
 image: https://theunitedstates.io/images/congress/450x550/E000235.jpg
 party:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MS-4
diff --git a/data/us/legislature/Mike-Flood-51e14e3d-a2c7-5d16-81d5-6608049b5d7e.yml b/data/us/legislature/Mike-Flood-51e14e3d-a2c7-5d16-81d5-6608049b5d7e.yml
index afee71ff7b..deea91d98e 100644
--- a/data/us/legislature/Mike-Flood-51e14e3d-a2c7-5d16-81d5-6608049b5d7e.yml
+++ b/data/us/legislature/Mike-Flood-51e14e3d-a2c7-5d16-81d5-6608049b5d7e.yml
@@ -7,7 +7,7 @@ birth_date: 1975-02-23
 image: https://theunitedstates.io/images/congress/450x550/F000474.jpg
 party:
 - start_date: '2022-07-12'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2022-07-12'
@@ -16,7 +16,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NE-1
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NE-1
diff --git a/data/us/legislature/Mike-Gallagher-0f9b050b-b8cf-56d9-bc31-edfcdd3c2fe5.yml b/data/us/legislature/Mike-Gallagher-0f9b050b-b8cf-56d9-bc31-edfcdd3c2fe5.yml
index 676e0d72d3..0112d9705e 100644
--- a/data/us/legislature/Mike-Gallagher-0f9b050b-b8cf-56d9-bc31-edfcdd3c2fe5.yml
+++ b/data/us/legislature/Mike-Gallagher-0f9b050b-b8cf-56d9-bc31-edfcdd3c2fe5.yml
@@ -7,7 +7,7 @@ birth_date: 1984-03-03
 image: https://theunitedstates.io/images/congress/450x550/G000579.jpg
 party:
 - start_date: '2017-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2017-01-03'
@@ -26,7 +26,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: WI-8
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: WI-8
diff --git a/data/us/legislature/Mike-Garcia-db31d257-8b81-52c8-a2e1-d26c6ee4a8be.yml b/data/us/legislature/Mike-Garcia-db31d257-8b81-52c8-a2e1-d26c6ee4a8be.yml
index bc213c3b33..8a150e442f 100644
--- a/data/us/legislature/Mike-Garcia-db31d257-8b81-52c8-a2e1-d26c6ee4a8be.yml
+++ b/data/us/legislature/Mike-Garcia-db31d257-8b81-52c8-a2e1-d26c6ee4a8be.yml
@@ -7,7 +7,7 @@ birth_date: 1976-04-24
 image: https://theunitedstates.io/images/congress/450x550/G000061.jpg
 party:
 - start_date: '2020-05-19'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2020-05-19'
@@ -21,7 +21,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-25
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-27
diff --git a/data/us/legislature/Mike-Johnson-ef2a1e73-edb7-5f53-9f61-da2020fc417d.yml b/data/us/legislature/Mike-Johnson-ef2a1e73-edb7-5f53-9f61-da2020fc417d.yml
index 96787c9441..01e535a2a1 100644
--- a/data/us/legislature/Mike-Johnson-ef2a1e73-edb7-5f53-9f61-da2020fc417d.yml
+++ b/data/us/legislature/Mike-Johnson-ef2a1e73-edb7-5f53-9f61-da2020fc417d.yml
@@ -7,7 +7,7 @@ birth_date: 1972-01-30
 image: https://theunitedstates.io/images/congress/450x550/J000299.jpg
 party:
 - start_date: '2017-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2017-01-03'
@@ -26,7 +26,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: LA-4
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: LA-4
diff --git a/data/us/legislature/Mike-Kelly-72511635-46e3-536d-8880-b32c7cf3e470.yml b/data/us/legislature/Mike-Kelly-72511635-46e3-536d-8880-b32c7cf3e470.yml
index 0a25a197d1..e6596db468 100644
--- a/data/us/legislature/Mike-Kelly-72511635-46e3-536d-8880-b32c7cf3e470.yml
+++ b/data/us/legislature/Mike-Kelly-72511635-46e3-536d-8880-b32c7cf3e470.yml
@@ -7,7 +7,7 @@ birth_date: 1948-05-10
 image: https://theunitedstates.io/images/congress/450x550/K000376.jpg
 party:
 - start_date: '2011-01-05'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2011-01-05'
@@ -41,7 +41,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: PA-16
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: PA-16
diff --git a/data/us/legislature/Mike-Levin-ac0c3c4b-14c8-5bc1-bb8b-001af291ee3d.yml b/data/us/legislature/Mike-Levin-ac0c3c4b-14c8-5bc1-bb8b-001af291ee3d.yml
index 46c16d2642..e9ec75a596 100644
--- a/data/us/legislature/Mike-Levin-ac0c3c4b-14c8-5bc1-bb8b-001af291ee3d.yml
+++ b/data/us/legislature/Mike-Levin-ac0c3c4b-14c8-5bc1-bb8b-001af291ee3d.yml
@@ -7,7 +7,7 @@ birth_date: 1978-10-28
 image: https://theunitedstates.io/images/congress/450x550/L000593.jpg
 party:
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2019-01-03'
@@ -21,7 +21,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-49
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-49
diff --git a/data/us/legislature/Mike-Quigley-b8578429-a84d-5542-a903-02feaee3a7d4.yml b/data/us/legislature/Mike-Quigley-b8578429-a84d-5542-a903-02feaee3a7d4.yml
index a0895dad05..439f9dd42d 100644
--- a/data/us/legislature/Mike-Quigley-b8578429-a84d-5542-a903-02feaee3a7d4.yml
+++ b/data/us/legislature/Mike-Quigley-b8578429-a84d-5542-a903-02feaee3a7d4.yml
@@ -7,7 +7,7 @@ birth_date: 1958-10-17
 image: https://theunitedstates.io/images/congress/450x550/Q000023.jpg
 party:
 - start_date: '2009-04-07'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2009-04-07'
@@ -46,7 +46,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: IL-5
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: IL-5
diff --git a/data/us/legislature/Mike-Rogers-612162b9-752c-50f4-b2e5-de10dae5c160.yml b/data/us/legislature/Mike-Rogers-612162b9-752c-50f4-b2e5-de10dae5c160.yml
index a8d7faa384..c7a0050391 100644
--- a/data/us/legislature/Mike-Rogers-612162b9-752c-50f4-b2e5-de10dae5c160.yml
+++ b/data/us/legislature/Mike-Rogers-612162b9-752c-50f4-b2e5-de10dae5c160.yml
@@ -7,7 +7,7 @@ birth_date: 1958-07-16
 image: https://theunitedstates.io/images/congress/450x550/R000575.jpg
 party:
 - start_date: '2003-01-07'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2003-01-07'
@@ -61,7 +61,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: AL-3
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: AL-3
diff --git a/data/us/legislature/Mike-Thompson-237700e9-fd25-5daa-a301-2fde714f5923.yml b/data/us/legislature/Mike-Thompson-237700e9-fd25-5daa-a301-2fde714f5923.yml
index f0aef66c0e..bd652f264a 100644
--- a/data/us/legislature/Mike-Thompson-237700e9-fd25-5daa-a301-2fde714f5923.yml
+++ b/data/us/legislature/Mike-Thompson-237700e9-fd25-5daa-a301-2fde714f5923.yml
@@ -8,7 +8,7 @@ birth_date: 1951-01-24
 image: https://theunitedstates.io/images/congress/450x550/T000460.jpg
 party:
 - start_date: '1999-01-06'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '1999-01-06'
@@ -72,7 +72,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-5
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-4
diff --git a/data/us/legislature/Mikie-Sherrill-bbe70084-5f54-5897-8518-a9467558a4b1.yml b/data/us/legislature/Mikie-Sherrill-bbe70084-5f54-5897-8518-a9467558a4b1.yml
index e8062c64db..8889bd5b4f 100644
--- a/data/us/legislature/Mikie-Sherrill-bbe70084-5f54-5897-8518-a9467558a4b1.yml
+++ b/data/us/legislature/Mikie-Sherrill-bbe70084-5f54-5897-8518-a9467558a4b1.yml
@@ -7,7 +7,7 @@ birth_date: 1972-01-19
 image: https://theunitedstates.io/images/congress/450x550/S001207.jpg
 party:
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2019-01-03'
@@ -21,7 +21,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NJ-11
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NJ-11
diff --git a/data/us/legislature/Mitt-Romney-2279327b-86e8-5baf-ad04-7b3e20f3da0c.yml b/data/us/legislature/Mitt-Romney-2279327b-86e8-5baf-ad04-7b3e20f3da0c.yml
index b7775c6c8e..4786895ab5 100644
--- a/data/us/legislature/Mitt-Romney-2279327b-86e8-5baf-ad04-7b3e20f3da0c.yml
+++ b/data/us/legislature/Mitt-Romney-2279327b-86e8-5baf-ad04-7b3e20f3da0c.yml
@@ -7,11 +7,11 @@ birth_date: 1947-03-12
 image: https://theunitedstates.io/images/congress/450x550/R000615.jpg
 party:
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: upper
   jurisdiction: ocd-jurisdiction/country:us/government
   district: Utah
diff --git a/data/us/legislature/Monica-De-La-Cruz-c03dd126-0872-5937-9967-68aedb1ab964.yml b/data/us/legislature/Monica-De-La-Cruz-c03dd126-0872-5937-9967-68aedb1ab964.yml
index dc8ee2d1b5..7a6491ebc8 100644
--- a/data/us/legislature/Monica-De-La-Cruz-c03dd126-0872-5937-9967-68aedb1ab964.yml
+++ b/data/us/legislature/Monica-De-La-Cruz-c03dd126-0872-5937-9967-68aedb1ab964.yml
@@ -7,11 +7,11 @@ birth_date: 1974-11-11
 image: https://theunitedstates.io/images/congress/450x550/D000594.jpg
 party:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: TX-15
diff --git a/data/us/legislature/Morgan-Luttrell-868d6300-e9e7-5df4-bfe1-2e7fd1a632ac.yml b/data/us/legislature/Morgan-Luttrell-868d6300-e9e7-5df4-bfe1-2e7fd1a632ac.yml
index 2a0f28703c..24106059f4 100644
--- a/data/us/legislature/Morgan-Luttrell-868d6300-e9e7-5df4-bfe1-2e7fd1a632ac.yml
+++ b/data/us/legislature/Morgan-Luttrell-868d6300-e9e7-5df4-bfe1-2e7fd1a632ac.yml
@@ -8,11 +8,11 @@ birth_date: 1975-11-07
 image: https://theunitedstates.io/images/congress/450x550/L000603.jpg
 party:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: TX-8
diff --git a/data/us/legislature/Morgan-McGarvey-d9c43ab0-97c8-565b-80cf-9da35c1ccbee.yml b/data/us/legislature/Morgan-McGarvey-d9c43ab0-97c8-565b-80cf-9da35c1ccbee.yml
index d5a8006631..ead8c9fec8 100644
--- a/data/us/legislature/Morgan-McGarvey-d9c43ab0-97c8-565b-80cf-9da35c1ccbee.yml
+++ b/data/us/legislature/Morgan-McGarvey-d9c43ab0-97c8-565b-80cf-9da35c1ccbee.yml
@@ -7,11 +7,11 @@ birth_date: 1979-12-23
 image: https://theunitedstates.io/images/congress/450x550/M001220.jpg
 party:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: KY-3
diff --git a/data/us/legislature/Nancy-Mace-c50627f5-6447-55e3-9ca9-183daf188b58.yml b/data/us/legislature/Nancy-Mace-c50627f5-6447-55e3-9ca9-183daf188b58.yml
index d7174e3154..4249d88703 100644
--- a/data/us/legislature/Nancy-Mace-c50627f5-6447-55e3-9ca9-183daf188b58.yml
+++ b/data/us/legislature/Nancy-Mace-c50627f5-6447-55e3-9ca9-183daf188b58.yml
@@ -8,7 +8,7 @@ birth_date: 1977-12-04
 image: https://theunitedstates.io/images/congress/450x550/M000194.jpg
 party:
 - start_date: '2021-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2021-01-03'
@@ -17,7 +17,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: SC-1
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: SC-1
diff --git a/data/us/legislature/Nancy-Pelosi-8056c810-7170-5009-88c3-a670ab30164b.yml b/data/us/legislature/Nancy-Pelosi-8056c810-7170-5009-88c3-a670ab30164b.yml
index 869bd35327..4007018984 100644
--- a/data/us/legislature/Nancy-Pelosi-8056c810-7170-5009-88c3-a670ab30164b.yml
+++ b/data/us/legislature/Nancy-Pelosi-8056c810-7170-5009-88c3-a670ab30164b.yml
@@ -7,7 +7,7 @@ birth_date: 1940-03-26
 image: https://theunitedstates.io/images/congress/450x550/P000197.jpg
 party:
 - start_date: '1987-01-06'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '1987-01-06'
@@ -101,7 +101,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-12
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-11
diff --git a/data/us/legislature/Nanette-Diaz-Barragn-5ec7a759-2c3a-5270-8328-13c7ac611580.yml b/data/us/legislature/Nanette-Diaz-Barragn-5ec7a759-2c3a-5270-8328-13c7ac611580.yml
index e83e94f893..7e74afaa2b 100644
--- a/data/us/legislature/Nanette-Diaz-Barragn-5ec7a759-2c3a-5270-8328-13c7ac611580.yml
+++ b/data/us/legislature/Nanette-Diaz-Barragn-5ec7a759-2c3a-5270-8328-13c7ac611580.yml
@@ -8,7 +8,7 @@ birth_date: 1976-09-15
 image: https://theunitedstates.io/images/congress/450x550/B001300.jpg
 party:
 - start_date: '2017-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2017-01-03'
@@ -27,7 +27,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-44
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-44
diff --git a/data/us/legislature/Nathaniel-Moran-0c6bf250-87f0-5c8b-8c0f-31366a703a37.yml b/data/us/legislature/Nathaniel-Moran-0c6bf250-87f0-5c8b-8c0f-31366a703a37.yml
index 52c25b5052..35e233a228 100644
--- a/data/us/legislature/Nathaniel-Moran-0c6bf250-87f0-5c8b-8c0f-31366a703a37.yml
+++ b/data/us/legislature/Nathaniel-Moran-0c6bf250-87f0-5c8b-8c0f-31366a703a37.yml
@@ -8,11 +8,11 @@ birth_date: 1974-07-22
 image: https://theunitedstates.io/images/congress/450x550/M001224.jpg
 party:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: TX-1
diff --git a/data/us/legislature/Neal-P-Dunn-cebc95c4-7c20-58c5-829c-c3391f0761fa.yml b/data/us/legislature/Neal-P-Dunn-cebc95c4-7c20-58c5-829c-c3391f0761fa.yml
index c5cf87d296..0942dece44 100644
--- a/data/us/legislature/Neal-P-Dunn-cebc95c4-7c20-58c5-829c-c3391f0761fa.yml
+++ b/data/us/legislature/Neal-P-Dunn-cebc95c4-7c20-58c5-829c-c3391f0761fa.yml
@@ -8,7 +8,7 @@ birth_date: 1953-02-16
 image: https://theunitedstates.io/images/congress/450x550/D000628.jpg
 party:
 - start_date: '2017-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2017-01-03'
@@ -27,7 +27,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: FL-2
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: FL-2
diff --git a/data/us/legislature/Nicholas-A-Langworthy-a4321566-0258-5d46-bc51-c1f77ba95ba0.yml b/data/us/legislature/Nicholas-A-Langworthy-a4321566-0258-5d46-bc51-c1f77ba95ba0.yml
index e4eef37215..0975f880ba 100644
--- a/data/us/legislature/Nicholas-A-Langworthy-a4321566-0258-5d46-bc51-c1f77ba95ba0.yml
+++ b/data/us/legislature/Nicholas-A-Langworthy-a4321566-0258-5d46-bc51-c1f77ba95ba0.yml
@@ -8,11 +8,11 @@ birth_date: 1981-02-27
 image: https://theunitedstates.io/images/congress/450x550/L000600.jpg
 party:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NY-23
diff --git a/data/us/legislature/Nick-LaLota-30fe5d74-0224-5d11-92d2-5766471e6cc5.yml b/data/us/legislature/Nick-LaLota-30fe5d74-0224-5d11-92d2-5766471e6cc5.yml
index 9d6f602bcd..10d24f41eb 100644
--- a/data/us/legislature/Nick-LaLota-30fe5d74-0224-5d11-92d2-5766471e6cc5.yml
+++ b/data/us/legislature/Nick-LaLota-30fe5d74-0224-5d11-92d2-5766471e6cc5.yml
@@ -8,11 +8,11 @@ birth_date: 1978-06-23
 image: https://theunitedstates.io/images/congress/450x550/L000598.jpg
 party:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NY-1
diff --git a/data/us/legislature/Nicole-Malliotakis-d47735a4-c407-5389-bfd2-f638ffccdd06.yml b/data/us/legislature/Nicole-Malliotakis-d47735a4-c407-5389-bfd2-f638ffccdd06.yml
index e5178e7988..8eb7a83c8d 100644
--- a/data/us/legislature/Nicole-Malliotakis-d47735a4-c407-5389-bfd2-f638ffccdd06.yml
+++ b/data/us/legislature/Nicole-Malliotakis-d47735a4-c407-5389-bfd2-f638ffccdd06.yml
@@ -7,7 +7,7 @@ birth_date: 1980-11-11
 image: https://theunitedstates.io/images/congress/450x550/M000317.jpg
 party:
 - start_date: '2021-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2021-01-03'
@@ -16,7 +16,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NY-11
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NY-11
diff --git a/data/us/legislature/Nikema-Williams-132a1bba-204a-5d4f-a406-40b4342bad1b.yml b/data/us/legislature/Nikema-Williams-132a1bba-204a-5d4f-a406-40b4342bad1b.yml
index 395daa0e45..057ebaf8e9 100644
--- a/data/us/legislature/Nikema-Williams-132a1bba-204a-5d4f-a406-40b4342bad1b.yml
+++ b/data/us/legislature/Nikema-Williams-132a1bba-204a-5d4f-a406-40b4342bad1b.yml
@@ -8,7 +8,7 @@ birth_date: 1978-07-30
 image: https://theunitedstates.io/images/congress/450x550/W000788.jpg
 party:
 - start_date: '2021-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2021-01-03'
@@ -17,7 +17,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: GA-5
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: GA-5
diff --git a/data/us/legislature/Nikki-Budzinski-f2c67d83-e6fb-5fa9-aa38-663e9f62e81b.yml b/data/us/legislature/Nikki-Budzinski-f2c67d83-e6fb-5fa9-aa38-663e9f62e81b.yml
index feed676088..28a9a60f9b 100644
--- a/data/us/legislature/Nikki-Budzinski-f2c67d83-e6fb-5fa9-aa38-663e9f62e81b.yml
+++ b/data/us/legislature/Nikki-Budzinski-f2c67d83-e6fb-5fa9-aa38-663e9f62e81b.yml
@@ -8,11 +8,11 @@ birth_date: 1977-03-11
 image: https://theunitedstates.io/images/congress/450x550/B001315.jpg
 party:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: IL-13
diff --git a/data/us/legislature/Norma-J-Torres-32caaab6-5712-57c2-83c6-7b226b2c1056.yml b/data/us/legislature/Norma-J-Torres-32caaab6-5712-57c2-83c6-7b226b2c1056.yml
index b79159bc1c..6479cba9a2 100644
--- a/data/us/legislature/Norma-J-Torres-32caaab6-5712-57c2-83c6-7b226b2c1056.yml
+++ b/data/us/legislature/Norma-J-Torres-32caaab6-5712-57c2-83c6-7b226b2c1056.yml
@@ -8,7 +8,7 @@ birth_date: 1965-04-04
 image: https://theunitedstates.io/images/congress/450x550/T000474.jpg
 party:
 - start_date: '2015-01-06'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2015-01-06'
@@ -32,7 +32,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-35
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-35
diff --git a/data/us/legislature/Nydia-M-Velzquez-bc18d350-32b2-5e37-8b43-6f85ae9b5b09.yml b/data/us/legislature/Nydia-M-Velzquez-bc18d350-32b2-5e37-8b43-6f85ae9b5b09.yml
index 0efc4855f1..c8a8114418 100644
--- a/data/us/legislature/Nydia-M-Velzquez-bc18d350-32b2-5e37-8b43-6f85ae9b5b09.yml
+++ b/data/us/legislature/Nydia-M-Velzquez-bc18d350-32b2-5e37-8b43-6f85ae9b5b09.yml
@@ -8,7 +8,7 @@ birth_date: 1953-03-28
 image: https://theunitedstates.io/images/congress/450x550/V000081.jpg
 party:
 - start_date: '1993-01-05'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '1993-01-05'
@@ -87,7 +87,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NY-7
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NY-7
diff --git a/data/us/legislature/Pat-Fallon-425d847d-6fbf-55a7-a117-76bca5e3f299.yml b/data/us/legislature/Pat-Fallon-425d847d-6fbf-55a7-a117-76bca5e3f299.yml
index 9c4c132642..db58f773cf 100644
--- a/data/us/legislature/Pat-Fallon-425d847d-6fbf-55a7-a117-76bca5e3f299.yml
+++ b/data/us/legislature/Pat-Fallon-425d847d-6fbf-55a7-a117-76bca5e3f299.yml
@@ -8,7 +8,7 @@ birth_date: 1967-12-19
 image: https://theunitedstates.io/images/congress/450x550/F000246.jpg
 party:
 - start_date: '2021-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2021-01-03'
@@ -17,7 +17,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: TX-4
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: TX-4
diff --git a/data/us/legislature/Patrick-Ryan-10de7024-4b40-57b0-ae78-101372fd4a02.yml b/data/us/legislature/Patrick-Ryan-10de7024-4b40-57b0-ae78-101372fd4a02.yml
index 902a7dd2c3..79ab6f7d37 100644
--- a/data/us/legislature/Patrick-Ryan-10de7024-4b40-57b0-ae78-101372fd4a02.yml
+++ b/data/us/legislature/Patrick-Ryan-10de7024-4b40-57b0-ae78-101372fd4a02.yml
@@ -7,7 +7,7 @@ birth_date: 1982-03-28
 image: https://theunitedstates.io/images/congress/450x550/R000579.jpg
 party:
 - start_date: '2022-09-13'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2022-09-13'
@@ -16,7 +16,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NY-19
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NY-18
diff --git a/data/us/legislature/Patrick-T-McHenry-3ae689a1-81a2-5c40-b26e-ee49648945d6.yml b/data/us/legislature/Patrick-T-McHenry-3ae689a1-81a2-5c40-b26e-ee49648945d6.yml
index 39d6e43a6d..c3b0248b20 100644
--- a/data/us/legislature/Patrick-T-McHenry-3ae689a1-81a2-5c40-b26e-ee49648945d6.yml
+++ b/data/us/legislature/Patrick-T-McHenry-3ae689a1-81a2-5c40-b26e-ee49648945d6.yml
@@ -8,7 +8,7 @@ birth_date: 1975-10-22
 image: https://theunitedstates.io/images/congress/450x550/M001156.jpg
 party:
 - start_date: '2005-01-04'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2005-01-04'
@@ -57,7 +57,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NC-10
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NC-10
diff --git a/data/us/legislature/Paul-A-Gosar-5eae38e3-8420-5c09-831a-db73d9cba978.yml b/data/us/legislature/Paul-A-Gosar-5eae38e3-8420-5c09-831a-db73d9cba978.yml
index 40133dcd10..3048a0c24d 100644
--- a/data/us/legislature/Paul-A-Gosar-5eae38e3-8420-5c09-831a-db73d9cba978.yml
+++ b/data/us/legislature/Paul-A-Gosar-5eae38e3-8420-5c09-831a-db73d9cba978.yml
@@ -8,7 +8,7 @@ birth_date: 1958-11-22
 image: https://theunitedstates.io/images/congress/450x550/G000565.jpg
 party:
 - start_date: '2011-01-05'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2011-01-05'
@@ -42,7 +42,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: AZ-4
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: AZ-9
diff --git a/data/us/legislature/Paul-Tonko-19360ce3-5ad4-5b67-b253-0239a5360fbb.yml b/data/us/legislature/Paul-Tonko-19360ce3-5ad4-5b67-b253-0239a5360fbb.yml
index 5ef71d0cbf..985001774b 100644
--- a/data/us/legislature/Paul-Tonko-19360ce3-5ad4-5b67-b253-0239a5360fbb.yml
+++ b/data/us/legislature/Paul-Tonko-19360ce3-5ad4-5b67-b253-0239a5360fbb.yml
@@ -7,7 +7,7 @@ birth_date: 1949-06-18
 image: https://theunitedstates.io/images/congress/450x550/T000469.jpg
 party:
 - start_date: '2009-01-06'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2009-01-06'
@@ -46,7 +46,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NY-20
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NY-20
diff --git a/data/us/legislature/Pete-Aguilar-705749f4-c12c-5090-88fa-012d36611500.yml b/data/us/legislature/Pete-Aguilar-705749f4-c12c-5090-88fa-012d36611500.yml
index 90f3d50c9e..c561bc11de 100644
--- a/data/us/legislature/Pete-Aguilar-705749f4-c12c-5090-88fa-012d36611500.yml
+++ b/data/us/legislature/Pete-Aguilar-705749f4-c12c-5090-88fa-012d36611500.yml
@@ -7,7 +7,7 @@ birth_date: 1979-06-19
 image: https://theunitedstates.io/images/congress/450x550/A000371.jpg
 party:
 - start_date: '2015-01-06'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2015-01-06'
@@ -31,7 +31,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-31
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-33
diff --git a/data/us/legislature/Pete-Ricketts-e1b9405a-e695-5bc5-b3b0-6cdc1415f53c.yml b/data/us/legislature/Pete-Ricketts-e1b9405a-e695-5bc5-b3b0-6cdc1415f53c.yml
index 930e88f1d5..440991bfc3 100644
--- a/data/us/legislature/Pete-Ricketts-e1b9405a-e695-5bc5-b3b0-6cdc1415f53c.yml
+++ b/data/us/legislature/Pete-Ricketts-e1b9405a-e695-5bc5-b3b0-6cdc1415f53c.yml
@@ -7,11 +7,11 @@ birth_date: 1964-08-19
 image: https://theunitedstates.io/images/congress/450x550/R000618.jpg
 party:
 - start_date: '2023-01-23'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2023-01-23'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: upper
   jurisdiction: ocd-jurisdiction/country:us/government
   district: Nebraska
diff --git a/data/us/legislature/Pete-Sessions-4325bd84-1297-5481-a6b7-80534123c81f.yml b/data/us/legislature/Pete-Sessions-4325bd84-1297-5481-a6b7-80534123c81f.yml
index 86645b4858..0ec64093f2 100644
--- a/data/us/legislature/Pete-Sessions-4325bd84-1297-5481-a6b7-80534123c81f.yml
+++ b/data/us/legislature/Pete-Sessions-4325bd84-1297-5481-a6b7-80534123c81f.yml
@@ -8,7 +8,7 @@ birth_date: 1955-03-22
 image: https://theunitedstates.io/images/congress/450x550/S000250.jpg
 party:
 - start_date: '1997-01-07'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '1997-01-07'
@@ -72,7 +72,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: TX-17
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: TX-17
diff --git a/data/us/legislature/Pete-Stauber-54c25fbc-b91d-5d2b-8403-9b8fb1fb6792.yml b/data/us/legislature/Pete-Stauber-54c25fbc-b91d-5d2b-8403-9b8fb1fb6792.yml
index 064eb31ba6..f7eaf76dc5 100644
--- a/data/us/legislature/Pete-Stauber-54c25fbc-b91d-5d2b-8403-9b8fb1fb6792.yml
+++ b/data/us/legislature/Pete-Stauber-54c25fbc-b91d-5d2b-8403-9b8fb1fb6792.yml
@@ -7,7 +7,7 @@ birth_date: 1966-05-10
 image: https://theunitedstates.io/images/congress/450x550/S001212.jpg
 party:
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2019-01-03'
@@ -21,7 +21,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MN-8
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MN-8
diff --git a/data/us/legislature/Pramila-Jayapal-7849cc06-924b-5f36-a446-1f97d9fbdc63.yml b/data/us/legislature/Pramila-Jayapal-7849cc06-924b-5f36-a446-1f97d9fbdc63.yml
index 3d2c29ba77..61822cefd8 100644
--- a/data/us/legislature/Pramila-Jayapal-7849cc06-924b-5f36-a446-1f97d9fbdc63.yml
+++ b/data/us/legislature/Pramila-Jayapal-7849cc06-924b-5f36-a446-1f97d9fbdc63.yml
@@ -7,7 +7,7 @@ birth_date: 1965-09-21
 image: https://theunitedstates.io/images/congress/450x550/J000298.jpg
 party:
 - start_date: '2017-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2017-01-03'
@@ -26,7 +26,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: WA-7
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: WA-7
diff --git a/data/us/legislature/Raja-Krishnamoorthi-b13e8680-abc9-51dc-a6b6-bed78927bfff.yml b/data/us/legislature/Raja-Krishnamoorthi-b13e8680-abc9-51dc-a6b6-bed78927bfff.yml
index 9a68915f35..838d5e4d5f 100644
--- a/data/us/legislature/Raja-Krishnamoorthi-b13e8680-abc9-51dc-a6b6-bed78927bfff.yml
+++ b/data/us/legislature/Raja-Krishnamoorthi-b13e8680-abc9-51dc-a6b6-bed78927bfff.yml
@@ -7,7 +7,7 @@ birth_date: 1973-07-19
 image: https://theunitedstates.io/images/congress/450x550/K000391.jpg
 party:
 - start_date: '2017-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2017-01-03'
@@ -26,7 +26,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: IL-8
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: IL-8
diff --git a/data/us/legislature/Ral-M-Grijalva-06cee575-8fbe-5552-9f2b-9fe5aa2a3725.yml b/data/us/legislature/Ral-M-Grijalva-06cee575-8fbe-5552-9f2b-9fe5aa2a3725.yml
index 67885f2fec..0c1d20ee66 100644
--- a/data/us/legislature/Ral-M-Grijalva-06cee575-8fbe-5552-9f2b-9fe5aa2a3725.yml
+++ b/data/us/legislature/Ral-M-Grijalva-06cee575-8fbe-5552-9f2b-9fe5aa2a3725.yml
@@ -8,7 +8,7 @@ birth_date: 1948-02-19
 image: https://theunitedstates.io/images/congress/450x550/G000551.jpg
 party:
 - start_date: '2003-01-07'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2003-01-07'
@@ -62,7 +62,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: AZ-3
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: AZ-7
diff --git a/data/us/legislature/Ralph-Norman-9b2b75b5-2641-51be-91c3-9d14d40e4d1a.yml b/data/us/legislature/Ralph-Norman-9b2b75b5-2641-51be-91c3-9d14d40e4d1a.yml
index a81f1d089b..d9fc93a5fb 100644
--- a/data/us/legislature/Ralph-Norman-9b2b75b5-2641-51be-91c3-9d14d40e4d1a.yml
+++ b/data/us/legislature/Ralph-Norman-9b2b75b5-2641-51be-91c3-9d14d40e4d1a.yml
@@ -7,7 +7,7 @@ birth_date: 1953-06-20
 image: https://theunitedstates.io/images/congress/450x550/N000190.jpg
 party:
 - start_date: '2017-06-26'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2017-06-26'
@@ -26,7 +26,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: SC-5
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: SC-5
diff --git a/data/us/legislature/Randy-Feenstra-31a92a8a-f498-5ca5-a37b-fd92b162c913.yml b/data/us/legislature/Randy-Feenstra-31a92a8a-f498-5ca5-a37b-fd92b162c913.yml
index f1eed1660f..0d6309430c 100644
--- a/data/us/legislature/Randy-Feenstra-31a92a8a-f498-5ca5-a37b-fd92b162c913.yml
+++ b/data/us/legislature/Randy-Feenstra-31a92a8a-f498-5ca5-a37b-fd92b162c913.yml
@@ -8,7 +8,7 @@ birth_date: 1969-01-14
 image: https://theunitedstates.io/images/congress/450x550/F000446.jpg
 party:
 - start_date: '2021-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2021-01-03'
@@ -17,7 +17,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: IA-4
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: IA-4
diff --git a/data/us/legislature/Randy-K-Weber-Sr-4662eadc-a9a7-500c-b9c2-521a013d3729.yml b/data/us/legislature/Randy-K-Weber-Sr-4662eadc-a9a7-500c-b9c2-521a013d3729.yml
index 2b7f3c6d28..f8b90efd50 100644
--- a/data/us/legislature/Randy-K-Weber-Sr-4662eadc-a9a7-500c-b9c2-521a013d3729.yml
+++ b/data/us/legislature/Randy-K-Weber-Sr-4662eadc-a9a7-500c-b9c2-521a013d3729.yml
@@ -8,7 +8,7 @@ birth_date: 1953-07-02
 image: https://theunitedstates.io/images/congress/450x550/W000814.jpg
 party:
 - start_date: '2013-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2013-01-03'
@@ -37,7 +37,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: TX-14
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: TX-14
diff --git a/data/us/legislature/Rashida-Tlaib-e7497932-512f-5b6f-8830-aa4b6737cd2e.yml b/data/us/legislature/Rashida-Tlaib-e7497932-512f-5b6f-8830-aa4b6737cd2e.yml
index 6b7ae01f87..adec216a0d 100644
--- a/data/us/legislature/Rashida-Tlaib-e7497932-512f-5b6f-8830-aa4b6737cd2e.yml
+++ b/data/us/legislature/Rashida-Tlaib-e7497932-512f-5b6f-8830-aa4b6737cd2e.yml
@@ -7,7 +7,7 @@ birth_date: 1976-07-24
 image: https://theunitedstates.io/images/congress/450x550/T000481.jpg
 party:
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2019-01-03'
@@ -21,7 +21,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MI-13
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MI-12
diff --git a/data/us/legislature/Raul-Ruiz-4db06595-7db2-51a8-8574-703e9af111b9.yml b/data/us/legislature/Raul-Ruiz-4db06595-7db2-51a8-8574-703e9af111b9.yml
index b80ddb9ab1..e2dd47b58e 100644
--- a/data/us/legislature/Raul-Ruiz-4db06595-7db2-51a8-8574-703e9af111b9.yml
+++ b/data/us/legislature/Raul-Ruiz-4db06595-7db2-51a8-8574-703e9af111b9.yml
@@ -7,7 +7,7 @@ birth_date: 1972-08-25
 image: https://theunitedstates.io/images/congress/450x550/R000599.jpg
 party:
 - start_date: '2013-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2013-01-03'
@@ -36,7 +36,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-36
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-25
diff --git a/data/us/legislature/Richard-E-Neal-882d0f96-61bb-57b0-9683-c72425d337e9.yml b/data/us/legislature/Richard-E-Neal-882d0f96-61bb-57b0-9683-c72425d337e9.yml
index ec6a4fc2e7..cc9b9462b9 100644
--- a/data/us/legislature/Richard-E-Neal-882d0f96-61bb-57b0-9683-c72425d337e9.yml
+++ b/data/us/legislature/Richard-E-Neal-882d0f96-61bb-57b0-9683-c72425d337e9.yml
@@ -8,7 +8,7 @@ birth_date: 1949-02-14
 image: https://theunitedstates.io/images/congress/450x550/N000015.jpg
 party:
 - start_date: '1989-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '1989-01-03'
@@ -97,7 +97,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MA-1
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MA-1
diff --git a/data/us/legislature/Richard-Hudson-18943ddd-9052-5b22-905b-65ff2ac3abf7.yml b/data/us/legislature/Richard-Hudson-18943ddd-9052-5b22-905b-65ff2ac3abf7.yml
index fb22c60434..7802f4d4af 100644
--- a/data/us/legislature/Richard-Hudson-18943ddd-9052-5b22-905b-65ff2ac3abf7.yml
+++ b/data/us/legislature/Richard-Hudson-18943ddd-9052-5b22-905b-65ff2ac3abf7.yml
@@ -7,7 +7,7 @@ birth_date: 1971-11-04
 image: https://theunitedstates.io/images/congress/450x550/H001067.jpg
 party:
 - start_date: '2013-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2013-01-03'
@@ -36,7 +36,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NC-8
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NC-9
diff --git a/data/us/legislature/Richard-McCormick-3056cc98-9ca1-5293-8064-fc12fd9c689f.yml b/data/us/legislature/Richard-McCormick-3056cc98-9ca1-5293-8064-fc12fd9c689f.yml
index e07719e9d9..1d2d4ba4a9 100644
--- a/data/us/legislature/Richard-McCormick-3056cc98-9ca1-5293-8064-fc12fd9c689f.yml
+++ b/data/us/legislature/Richard-McCormick-3056cc98-9ca1-5293-8064-fc12fd9c689f.yml
@@ -8,11 +8,11 @@ birth_date: 1968-10-07
 image: https://theunitedstates.io/images/congress/450x550/M001218.jpg
 party:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: GA-6
diff --git a/data/us/legislature/Rick-Larsen-9f1d5b03-66ab-5d94-9b92-aed4e8168c4d.yml b/data/us/legislature/Rick-Larsen-9f1d5b03-66ab-5d94-9b92-aed4e8168c4d.yml
index 7719d6bed9..b8383f3fd3 100644
--- a/data/us/legislature/Rick-Larsen-9f1d5b03-66ab-5d94-9b92-aed4e8168c4d.yml
+++ b/data/us/legislature/Rick-Larsen-9f1d5b03-66ab-5d94-9b92-aed4e8168c4d.yml
@@ -7,7 +7,7 @@ birth_date: 1965-06-15
 image: https://theunitedstates.io/images/congress/450x550/L000560.jpg
 party:
 - start_date: '2001-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2001-01-03'
@@ -66,7 +66,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: WA-2
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: WA-2
diff --git a/data/us/legislature/Rick-Scott-3a57e816-1e10-58b5-8394-0272542ca567.yml b/data/us/legislature/Rick-Scott-3a57e816-1e10-58b5-8394-0272542ca567.yml
index 1f74473bb7..12ca943547 100644
--- a/data/us/legislature/Rick-Scott-3a57e816-1e10-58b5-8394-0272542ca567.yml
+++ b/data/us/legislature/Rick-Scott-3a57e816-1e10-58b5-8394-0272542ca567.yml
@@ -7,11 +7,11 @@ birth_date: 1952-12-01
 image: https://theunitedstates.io/images/congress/450x550/S001217.jpg
 party:
 - start_date: '2019-01-08'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2019-01-08'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: upper
   jurisdiction: ocd-jurisdiction/country:us/government
   district: Florida
diff --git a/data/us/legislature/Rick-W-Allen-4cdf55a7-a62e-5b3d-a07f-305f4e9dc5c1.yml b/data/us/legislature/Rick-W-Allen-4cdf55a7-a62e-5b3d-a07f-305f4e9dc5c1.yml
index 0e767e1ceb..4663fd944b 100644
--- a/data/us/legislature/Rick-W-Allen-4cdf55a7-a62e-5b3d-a07f-305f4e9dc5c1.yml
+++ b/data/us/legislature/Rick-W-Allen-4cdf55a7-a62e-5b3d-a07f-305f4e9dc5c1.yml
@@ -8,7 +8,7 @@ birth_date: 1951-11-07
 image: https://theunitedstates.io/images/congress/450x550/A000372.jpg
 party:
 - start_date: '2015-01-06'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2015-01-06'
@@ -32,7 +32,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: GA-12
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: GA-12
diff --git a/data/us/legislature/Ritchie-Torres-3a4aef6c-28c5-5cb7-a664-0e8c9d0c4fd2.yml b/data/us/legislature/Ritchie-Torres-3a4aef6c-28c5-5cb7-a664-0e8c9d0c4fd2.yml
index 3c3c0a4b7c..e4deeb309f 100644
--- a/data/us/legislature/Ritchie-Torres-3a4aef6c-28c5-5cb7-a664-0e8c9d0c4fd2.yml
+++ b/data/us/legislature/Ritchie-Torres-3a4aef6c-28c5-5cb7-a664-0e8c9d0c4fd2.yml
@@ -8,7 +8,7 @@ birth_date: 1988-03-12
 image: https://theunitedstates.io/images/congress/450x550/T000486.jpg
 party:
 - start_date: '2021-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2021-01-03'
@@ -17,7 +17,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NY-15
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NY-15
diff --git a/data/us/legislature/Ro-Khanna-1256e24c-ef63-5a90-9cf6-1da0dcd63ce8.yml b/data/us/legislature/Ro-Khanna-1256e24c-ef63-5a90-9cf6-1da0dcd63ce8.yml
index 51236eb71d..3b92349b21 100644
--- a/data/us/legislature/Ro-Khanna-1256e24c-ef63-5a90-9cf6-1da0dcd63ce8.yml
+++ b/data/us/legislature/Ro-Khanna-1256e24c-ef63-5a90-9cf6-1da0dcd63ce8.yml
@@ -7,7 +7,7 @@ birth_date: 1976-09-13
 image: https://theunitedstates.io/images/congress/450x550/K000389.jpg
 party:
 - start_date: '2017-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2017-01-03'
@@ -26,7 +26,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-17
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-17
diff --git a/data/us/legislature/Robert-B-Aderholt-1a69c825-1015-5d72-a8d8-a720d586c3b4.yml b/data/us/legislature/Robert-B-Aderholt-1a69c825-1015-5d72-a8d8-a720d586c3b4.yml
index cf3b909638..7cba26532c 100644
--- a/data/us/legislature/Robert-B-Aderholt-1a69c825-1015-5d72-a8d8-a720d586c3b4.yml
+++ b/data/us/legislature/Robert-B-Aderholt-1a69c825-1015-5d72-a8d8-a720d586c3b4.yml
@@ -8,7 +8,7 @@ birth_date: 1965-07-22
 image: https://theunitedstates.io/images/congress/450x550/A000055.jpg
 party:
 - start_date: '1997-01-07'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '1997-01-07'
@@ -77,7 +77,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: AL-4
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: AL-4
diff --git a/data/us/legislature/Robert-C-Bobby-Scott-b20b2d62-fa4a-5014-baac-2f86e1c691eb.yml b/data/us/legislature/Robert-C-Bobby-Scott-b20b2d62-fa4a-5014-baac-2f86e1c691eb.yml
index 9aa4a5d34b..4dd6a868c0 100644
--- a/data/us/legislature/Robert-C-Bobby-Scott-b20b2d62-fa4a-5014-baac-2f86e1c691eb.yml
+++ b/data/us/legislature/Robert-C-Bobby-Scott-b20b2d62-fa4a-5014-baac-2f86e1c691eb.yml
@@ -8,7 +8,7 @@ birth_date: 1947-04-30
 image: https://theunitedstates.io/images/congress/450x550/S000185.jpg
 party:
 - start_date: '1993-01-05'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '1993-01-05'
@@ -87,7 +87,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: VA-3
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: VA-3
diff --git a/data/us/legislature/Robert-E-Latta-2158a719-5cfa-5c41-92f7-4f0853782d2b.yml b/data/us/legislature/Robert-E-Latta-2158a719-5cfa-5c41-92f7-4f0853782d2b.yml
index c7dc672c60..249e3d39b1 100644
--- a/data/us/legislature/Robert-E-Latta-2158a719-5cfa-5c41-92f7-4f0853782d2b.yml
+++ b/data/us/legislature/Robert-E-Latta-2158a719-5cfa-5c41-92f7-4f0853782d2b.yml
@@ -8,7 +8,7 @@ birth_date: 1956-04-18
 image: https://theunitedstates.io/images/congress/450x550/L000566.jpg
 party:
 - start_date: '2007-12-13'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2007-12-13'
@@ -52,7 +52,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: OH-5
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: OH-5
diff --git a/data/us/legislature/Robert-Garcia-48a4fe68-6141-50ff-8d0b-0693119fd250.yml b/data/us/legislature/Robert-Garcia-48a4fe68-6141-50ff-8d0b-0693119fd250.yml
index 6c7736ca17..3966c1a34e 100644
--- a/data/us/legislature/Robert-Garcia-48a4fe68-6141-50ff-8d0b-0693119fd250.yml
+++ b/data/us/legislature/Robert-Garcia-48a4fe68-6141-50ff-8d0b-0693119fd250.yml
@@ -8,11 +8,11 @@ birth_date: 1977-12-02
 image: https://theunitedstates.io/images/congress/450x550/G000598.jpg
 party:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-42
diff --git a/data/us/legislature/Robert-J-Wittman-0adba0f5-0723-584b-8071-3e442a01f2d2.yml b/data/us/legislature/Robert-J-Wittman-0adba0f5-0723-584b-8071-3e442a01f2d2.yml
index c3ea73783a..98f4f7fefd 100644
--- a/data/us/legislature/Robert-J-Wittman-0adba0f5-0723-584b-8071-3e442a01f2d2.yml
+++ b/data/us/legislature/Robert-J-Wittman-0adba0f5-0723-584b-8071-3e442a01f2d2.yml
@@ -8,7 +8,7 @@ birth_date: 1959-02-03
 image: https://theunitedstates.io/images/congress/450x550/W000804.jpg
 party:
 - start_date: '2007-12-13'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2007-12-13'
@@ -52,7 +52,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: VA-1
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: VA-1
diff --git a/data/us/legislature/Robert-Menendez-a516a327-22fc-57af-931b-f28926b44b85.yml b/data/us/legislature/Robert-Menendez-a516a327-22fc-57af-931b-f28926b44b85.yml
index 6418e608e3..ccaf8dc2d3 100644
--- a/data/us/legislature/Robert-Menendez-a516a327-22fc-57af-931b-f28926b44b85.yml
+++ b/data/us/legislature/Robert-Menendez-a516a327-22fc-57af-931b-f28926b44b85.yml
@@ -8,11 +8,11 @@ birth_date: 1985-07-12
 image: https://theunitedstates.io/images/congress/450x550/M001226.jpg
 party:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NJ-8
diff --git a/data/us/legislature/Robert-P-Casey-Jr-18aff1ad-b362-53c8-bc7c-59cda8993c62.yml b/data/us/legislature/Robert-P-Casey-Jr-18aff1ad-b362-53c8-bc7c-59cda8993c62.yml
index 47fbc893f0..35c19e1e1e 100644
--- a/data/us/legislature/Robert-P-Casey-Jr-18aff1ad-b362-53c8-bc7c-59cda8993c62.yml
+++ b/data/us/legislature/Robert-P-Casey-Jr-18aff1ad-b362-53c8-bc7c-59cda8993c62.yml
@@ -8,7 +8,7 @@ birth_date: 1960-04-13
 image: https://theunitedstates.io/images/congress/450x550/C001070.jpg
 party:
 - start_date: '2007-01-04'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2007-01-04'
@@ -22,7 +22,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: Pennsylvania
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: upper
   jurisdiction: ocd-jurisdiction/country:us/government
   district: Pennsylvania
diff --git a/data/us/legislature/Robin-L-Kelly-ced9bf2d-1308-5316-94c0-c1410716021a.yml b/data/us/legislature/Robin-L-Kelly-ced9bf2d-1308-5316-94c0-c1410716021a.yml
index c590a3f2c5..be2ae57fe8 100644
--- a/data/us/legislature/Robin-L-Kelly-ced9bf2d-1308-5316-94c0-c1410716021a.yml
+++ b/data/us/legislature/Robin-L-Kelly-ced9bf2d-1308-5316-94c0-c1410716021a.yml
@@ -8,7 +8,7 @@ birth_date: 1956-04-30
 image: https://theunitedstates.io/images/congress/450x550/K000385.jpg
 party:
 - start_date: '2013-04-09'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2013-04-09'
@@ -37,7 +37,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: IL-2
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: IL-2
diff --git a/data/us/legislature/Roger-F-Wicker-8fe2b037-b8ff-5161-9bb4-196e9f1d9dca.yml b/data/us/legislature/Roger-F-Wicker-8fe2b037-b8ff-5161-9bb4-196e9f1d9dca.yml
index b3387a7ef0..df39dcfd97 100644
--- a/data/us/legislature/Roger-F-Wicker-8fe2b037-b8ff-5161-9bb4-196e9f1d9dca.yml
+++ b/data/us/legislature/Roger-F-Wicker-8fe2b037-b8ff-5161-9bb4-196e9f1d9dca.yml
@@ -8,7 +8,7 @@ birth_date: 1951-07-05
 image: https://theunitedstates.io/images/congress/450x550/W000437.jpg
 party:
 - start_date: '1995-01-04'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '1995-01-04'
@@ -57,7 +57,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: Mississippi
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: upper
   jurisdiction: ocd-jurisdiction/country:us/government
   district: Mississippi
diff --git a/data/us/legislature/Roger-Williams-e77e9595-b0fb-5923-a051-9f3221d8d6a9.yml b/data/us/legislature/Roger-Williams-e77e9595-b0fb-5923-a051-9f3221d8d6a9.yml
index 4a9f0e2c61..debc4183af 100644
--- a/data/us/legislature/Roger-Williams-e77e9595-b0fb-5923-a051-9f3221d8d6a9.yml
+++ b/data/us/legislature/Roger-Williams-e77e9595-b0fb-5923-a051-9f3221d8d6a9.yml
@@ -7,7 +7,7 @@ birth_date: 1949-09-13
 image: https://theunitedstates.io/images/congress/450x550/W000816.jpg
 party:
 - start_date: '2013-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2013-01-03'
@@ -36,7 +36,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: TX-25
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: TX-25
diff --git a/data/us/legislature/Ron-Estes-09eb0ce6-8616-5896-b1d2-d90f494eb4d9.yml b/data/us/legislature/Ron-Estes-09eb0ce6-8616-5896-b1d2-d90f494eb4d9.yml
index 7f33338757..48edb289a9 100644
--- a/data/us/legislature/Ron-Estes-09eb0ce6-8616-5896-b1d2-d90f494eb4d9.yml
+++ b/data/us/legislature/Ron-Estes-09eb0ce6-8616-5896-b1d2-d90f494eb4d9.yml
@@ -7,7 +7,7 @@ birth_date: 1956-07-19
 image: https://theunitedstates.io/images/congress/450x550/E000298.jpg
 party:
 - start_date: '2017-04-25'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2017-04-25'
@@ -26,7 +26,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: KS-4
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: KS-4
diff --git a/data/us/legislature/Ronny-Jackson-417128fd-ee37-5676-988d-263b908aa027.yml b/data/us/legislature/Ronny-Jackson-417128fd-ee37-5676-988d-263b908aa027.yml
index 327ede432b..584c4e1e1b 100644
--- a/data/us/legislature/Ronny-Jackson-417128fd-ee37-5676-988d-263b908aa027.yml
+++ b/data/us/legislature/Ronny-Jackson-417128fd-ee37-5676-988d-263b908aa027.yml
@@ -8,7 +8,7 @@ birth_date: 1967-05-04
 image: https://theunitedstates.io/images/congress/450x550/J000304.jpg
 party:
 - start_date: '2021-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2021-01-03'
@@ -17,7 +17,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: TX-13
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: TX-13
diff --git a/data/us/legislature/Rosa-L-DeLauro-30e732cb-6e0a-5920-bd7e-8d62ca9b2f7c.yml b/data/us/legislature/Rosa-L-DeLauro-30e732cb-6e0a-5920-bd7e-8d62ca9b2f7c.yml
index b63b37afd3..48ba12df10 100644
--- a/data/us/legislature/Rosa-L-DeLauro-30e732cb-6e0a-5920-bd7e-8d62ca9b2f7c.yml
+++ b/data/us/legislature/Rosa-L-DeLauro-30e732cb-6e0a-5920-bd7e-8d62ca9b2f7c.yml
@@ -8,7 +8,7 @@ birth_date: 1943-03-02
 image: https://theunitedstates.io/images/congress/450x550/D000216.jpg
 party:
 - start_date: '1991-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '1991-01-03'
@@ -92,7 +92,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CT-3
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CT-3
diff --git a/data/us/legislature/Ruben-Gallego-256da84c-1b8a-5d48-99ba-9c9f7dd2d310.yml b/data/us/legislature/Ruben-Gallego-256da84c-1b8a-5d48-99ba-9c9f7dd2d310.yml
index 03fe89f81f..b87e921493 100644
--- a/data/us/legislature/Ruben-Gallego-256da84c-1b8a-5d48-99ba-9c9f7dd2d310.yml
+++ b/data/us/legislature/Ruben-Gallego-256da84c-1b8a-5d48-99ba-9c9f7dd2d310.yml
@@ -7,7 +7,7 @@ birth_date: 1979-11-20
 image: https://theunitedstates.io/images/congress/450x550/G000574.jpg
 party:
 - start_date: '2015-01-06'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2015-01-06'
@@ -31,7 +31,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: AZ-7
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: AZ-3
diff --git a/data/us/legislature/Rudy-Yakym-III-bf37099b-56fe-54fe-acc1-a6d79a0107d1.yml b/data/us/legislature/Rudy-Yakym-III-bf37099b-56fe-54fe-acc1-a6d79a0107d1.yml
index 33ffca5a16..d481fa1b1e 100644
--- a/data/us/legislature/Rudy-Yakym-III-bf37099b-56fe-54fe-acc1-a6d79a0107d1.yml
+++ b/data/us/legislature/Rudy-Yakym-III-bf37099b-56fe-54fe-acc1-a6d79a0107d1.yml
@@ -7,7 +7,7 @@ birth_date: 1984-02-24
 image: https://theunitedstates.io/images/congress/450x550/Y000067.jpg
 party:
 - start_date: '2022-11-14'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2022-11-14'
@@ -16,7 +16,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: IN-2
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: IN-2
diff --git a/data/us/legislature/Russ-Fulcher-59f2dee7-1c9f-588e-a8ca-158e054f7fca.yml b/data/us/legislature/Russ-Fulcher-59f2dee7-1c9f-588e-a8ca-158e054f7fca.yml
index 9db7e4ff0c..f48a825c69 100644
--- a/data/us/legislature/Russ-Fulcher-59f2dee7-1c9f-588e-a8ca-158e054f7fca.yml
+++ b/data/us/legislature/Russ-Fulcher-59f2dee7-1c9f-588e-a8ca-158e054f7fca.yml
@@ -7,7 +7,7 @@ birth_date: 1973-07-19
 image: https://theunitedstates.io/images/congress/450x550/F000469.jpg
 party:
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2019-01-03'
@@ -21,7 +21,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: ID-1
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: ID-1
diff --git a/data/us/legislature/Russell-Fry-3036516e-5f78-5d6a-9160-989a3f6cd149.yml b/data/us/legislature/Russell-Fry-3036516e-5f78-5d6a-9160-989a3f6cd149.yml
index 5136a8745f..19cf0b6df0 100644
--- a/data/us/legislature/Russell-Fry-3036516e-5f78-5d6a-9160-989a3f6cd149.yml
+++ b/data/us/legislature/Russell-Fry-3036516e-5f78-5d6a-9160-989a3f6cd149.yml
@@ -8,11 +8,11 @@ birth_date: 1985-01-31
 image: https://theunitedstates.io/images/congress/450x550/F000478.jpg
 party:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: SC-7
diff --git a/data/us/legislature/Ryan-K-Zinke-23aee4a1-f0aa-5803-9678-aebad9194f19.yml b/data/us/legislature/Ryan-K-Zinke-23aee4a1-f0aa-5803-9678-aebad9194f19.yml
index 1b49f7c9c2..64031b718b 100644
--- a/data/us/legislature/Ryan-K-Zinke-23aee4a1-f0aa-5803-9678-aebad9194f19.yml
+++ b/data/us/legislature/Ryan-K-Zinke-23aee4a1-f0aa-5803-9678-aebad9194f19.yml
@@ -7,7 +7,7 @@ birth_date: 1961-11-01
 image: https://theunitedstates.io/images/congress/450x550/Z000018.jpg
 party:
 - start_date: '2015-01-06'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2015-01-06'
@@ -21,7 +21,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MT-1
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MT-1
diff --git a/data/us/legislature/Salud-O-Carbajal-a106e70c-7857-5d7c-8252-5f4768818ef2.yml b/data/us/legislature/Salud-O-Carbajal-a106e70c-7857-5d7c-8252-5f4768818ef2.yml
index eea0fcd159..2e8598834c 100644
--- a/data/us/legislature/Salud-O-Carbajal-a106e70c-7857-5d7c-8252-5f4768818ef2.yml
+++ b/data/us/legislature/Salud-O-Carbajal-a106e70c-7857-5d7c-8252-5f4768818ef2.yml
@@ -8,7 +8,7 @@ birth_date: 1964-11-18
 image: https://theunitedstates.io/images/congress/450x550/C001112.jpg
 party:
 - start_date: '2017-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2017-01-03'
@@ -27,7 +27,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-24
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-24
diff --git a/data/us/legislature/Sam-Graves-82ed7662-b9c2-53f7-bab6-c2d59732128b.yml b/data/us/legislature/Sam-Graves-82ed7662-b9c2-53f7-bab6-c2d59732128b.yml
index 36d4c2afe8..2154d2a3de 100644
--- a/data/us/legislature/Sam-Graves-82ed7662-b9c2-53f7-bab6-c2d59732128b.yml
+++ b/data/us/legislature/Sam-Graves-82ed7662-b9c2-53f7-bab6-c2d59732128b.yml
@@ -8,7 +8,7 @@ birth_date: 1963-11-07
 image: https://theunitedstates.io/images/congress/450x550/G000546.jpg
 party:
 - start_date: '2001-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2001-01-03'
@@ -67,7 +67,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MO-6
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MO-6
diff --git a/data/us/legislature/Sanford-D-Bishop-Jr-bbc6615a-22ca-51f6-b674-8c7753e93333.yml b/data/us/legislature/Sanford-D-Bishop-Jr-bbc6615a-22ca-51f6-b674-8c7753e93333.yml
index 89f5689354..cf9b1c21c3 100644
--- a/data/us/legislature/Sanford-D-Bishop-Jr-bbc6615a-22ca-51f6-b674-8c7753e93333.yml
+++ b/data/us/legislature/Sanford-D-Bishop-Jr-bbc6615a-22ca-51f6-b674-8c7753e93333.yml
@@ -8,7 +8,7 @@ birth_date: 1947-02-04
 image: https://theunitedstates.io/images/congress/450x550/B000490.jpg
 party:
 - start_date: '1993-01-05'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '1993-01-05'
@@ -87,7 +87,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: GA-2
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: GA-2
diff --git a/data/us/legislature/Sara-Jacobs-7c181af1-a048-53f0-a16c-833ffd27aef4.yml b/data/us/legislature/Sara-Jacobs-7c181af1-a048-53f0-a16c-833ffd27aef4.yml
index 03422c1211..6653eb5da2 100644
--- a/data/us/legislature/Sara-Jacobs-7c181af1-a048-53f0-a16c-833ffd27aef4.yml
+++ b/data/us/legislature/Sara-Jacobs-7c181af1-a048-53f0-a16c-833ffd27aef4.yml
@@ -7,7 +7,7 @@ birth_date: 1989-02-01
 image: https://theunitedstates.io/images/congress/450x550/J000305.jpg
 party:
 - start_date: '2021-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2021-01-03'
@@ -16,7 +16,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-53
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-51
diff --git a/data/us/legislature/Scott-DesJarlais-e34e7060-b2be-56c9-a20f-42de3d875b88.yml b/data/us/legislature/Scott-DesJarlais-e34e7060-b2be-56c9-a20f-42de3d875b88.yml
index d35e643d71..14f128cb44 100644
--- a/data/us/legislature/Scott-DesJarlais-e34e7060-b2be-56c9-a20f-42de3d875b88.yml
+++ b/data/us/legislature/Scott-DesJarlais-e34e7060-b2be-56c9-a20f-42de3d875b88.yml
@@ -7,7 +7,7 @@ birth_date: 1964-02-21
 image: https://theunitedstates.io/images/congress/450x550/D000616.jpg
 party:
 - start_date: '2011-01-05'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2011-01-05'
@@ -41,7 +41,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: TN-4
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: TN-4
diff --git a/data/us/legislature/Scott-Fitzgerald-ad74f627-3223-5505-811c-599046becb2e.yml b/data/us/legislature/Scott-Fitzgerald-ad74f627-3223-5505-811c-599046becb2e.yml
index 9d05045d87..3aca0ebeb0 100644
--- a/data/us/legislature/Scott-Fitzgerald-ad74f627-3223-5505-811c-599046becb2e.yml
+++ b/data/us/legislature/Scott-Fitzgerald-ad74f627-3223-5505-811c-599046becb2e.yml
@@ -8,7 +8,7 @@ birth_date: 1963-11-16
 image: https://theunitedstates.io/images/congress/450x550/F000471.jpg
 party:
 - start_date: '2021-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2021-01-03'
@@ -17,7 +17,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: WI-5
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: WI-5
diff --git a/data/us/legislature/Scott-Franklin-04fde057-6aef-56ae-9baa-b1450d74ab09.yml b/data/us/legislature/Scott-Franklin-04fde057-6aef-56ae-9baa-b1450d74ab09.yml
index 6c26230af8..5a77d1e695 100644
--- a/data/us/legislature/Scott-Franklin-04fde057-6aef-56ae-9baa-b1450d74ab09.yml
+++ b/data/us/legislature/Scott-Franklin-04fde057-6aef-56ae-9baa-b1450d74ab09.yml
@@ -8,7 +8,7 @@ birth_date: 1964-08-23
 image: https://theunitedstates.io/images/congress/450x550/F000472.jpg
 party:
 - start_date: '2021-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2021-01-03'
@@ -17,7 +17,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: FL-15
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: FL-18
diff --git a/data/us/legislature/Scott-H-Peters-379b2f6a-82e3-572b-a471-75020486662e.yml b/data/us/legislature/Scott-H-Peters-379b2f6a-82e3-572b-a471-75020486662e.yml
index a587f7dbd9..a83b548078 100644
--- a/data/us/legislature/Scott-H-Peters-379b2f6a-82e3-572b-a471-75020486662e.yml
+++ b/data/us/legislature/Scott-H-Peters-379b2f6a-82e3-572b-a471-75020486662e.yml
@@ -8,7 +8,7 @@ birth_date: 1958-06-17
 image: https://theunitedstates.io/images/congress/450x550/P000608.jpg
 party:
 - start_date: '2013-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2013-01-03'
@@ -37,7 +37,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-52
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-50
diff --git a/data/us/legislature/Scott-Perry-2ac15c4d-4052-5a49-9b5c-70b93a4e325e.yml b/data/us/legislature/Scott-Perry-2ac15c4d-4052-5a49-9b5c-70b93a4e325e.yml
index f7b7e9a34d..39c1bdf239 100644
--- a/data/us/legislature/Scott-Perry-2ac15c4d-4052-5a49-9b5c-70b93a4e325e.yml
+++ b/data/us/legislature/Scott-Perry-2ac15c4d-4052-5a49-9b5c-70b93a4e325e.yml
@@ -7,7 +7,7 @@ birth_date: 1962-05-27
 image: https://theunitedstates.io/images/congress/450x550/P000605.jpg
 party:
 - start_date: '2013-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2013-01-03'
@@ -36,7 +36,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: PA-10
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: PA-10
diff --git a/data/us/legislature/Sean-Casten-89f8b007-1bf3-589a-bffe-92acf526f448.yml b/data/us/legislature/Sean-Casten-89f8b007-1bf3-589a-bffe-92acf526f448.yml
index 2779d58a46..7c0b143d12 100644
--- a/data/us/legislature/Sean-Casten-89f8b007-1bf3-589a-bffe-92acf526f448.yml
+++ b/data/us/legislature/Sean-Casten-89f8b007-1bf3-589a-bffe-92acf526f448.yml
@@ -7,7 +7,7 @@ birth_date: 1971-11-23
 image: https://theunitedstates.io/images/congress/450x550/C001117.jpg
 party:
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2019-01-03'
@@ -21,7 +21,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: IL-6
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: IL-6
diff --git a/data/us/legislature/Seth-Magaziner-2b7e8cfa-f37a-5155-ac79-e769b3cf71da.yml b/data/us/legislature/Seth-Magaziner-2b7e8cfa-f37a-5155-ac79-e769b3cf71da.yml
index 5b9cf581cb..9fd43c4e34 100644
--- a/data/us/legislature/Seth-Magaziner-2b7e8cfa-f37a-5155-ac79-e769b3cf71da.yml
+++ b/data/us/legislature/Seth-Magaziner-2b7e8cfa-f37a-5155-ac79-e769b3cf71da.yml
@@ -8,11 +8,11 @@ birth_date: 1983-07-22
 image: https://theunitedstates.io/images/congress/450x550/M001223.jpg
 party:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: RI-2
diff --git a/data/us/legislature/Seth-Moulton-7cdb552c-a069-5bae-8c32-c42a2f6c04f6.yml b/data/us/legislature/Seth-Moulton-7cdb552c-a069-5bae-8c32-c42a2f6c04f6.yml
index 521a0b203e..b6386e1daf 100644
--- a/data/us/legislature/Seth-Moulton-7cdb552c-a069-5bae-8c32-c42a2f6c04f6.yml
+++ b/data/us/legislature/Seth-Moulton-7cdb552c-a069-5bae-8c32-c42a2f6c04f6.yml
@@ -7,7 +7,7 @@ birth_date: 1978-10-24
 image: https://theunitedstates.io/images/congress/450x550/M001196.jpg
 party:
 - start_date: '2015-01-06'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2015-01-06'
@@ -31,7 +31,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MA-6
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MA-6
diff --git a/data/us/legislature/Sharice-Davids-70056f40-1938-557d-be5d-ddb841c9f19a.yml b/data/us/legislature/Sharice-Davids-70056f40-1938-557d-be5d-ddb841c9f19a.yml
index 59bb8f8c89..6eb818e39d 100644
--- a/data/us/legislature/Sharice-Davids-70056f40-1938-557d-be5d-ddb841c9f19a.yml
+++ b/data/us/legislature/Sharice-Davids-70056f40-1938-557d-be5d-ddb841c9f19a.yml
@@ -7,7 +7,7 @@ birth_date: 1980-05-22
 image: https://theunitedstates.io/images/congress/450x550/D000629.jpg
 party:
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2019-01-03'
@@ -21,7 +21,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: KS-3
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: KS-3
diff --git a/data/us/legislature/Sheila-Cherfilus-McCormick-89e894b3-e6a6-5c7c-bc77-dd60cc826b0d.yml b/data/us/legislature/Sheila-Cherfilus-McCormick-89e894b3-e6a6-5c7c-bc77-dd60cc826b0d.yml
index 04f9173ec2..f78a212665 100644
--- a/data/us/legislature/Sheila-Cherfilus-McCormick-89e894b3-e6a6-5c7c-bc77-dd60cc826b0d.yml
+++ b/data/us/legislature/Sheila-Cherfilus-McCormick-89e894b3-e6a6-5c7c-bc77-dd60cc826b0d.yml
@@ -7,7 +7,7 @@ birth_date: 1979-01-25
 image: https://theunitedstates.io/images/congress/450x550/C001127.jpg
 party:
 - start_date: '2022-01-18'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2022-01-18'
@@ -16,7 +16,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: FL-20
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: FL-20
diff --git a/data/us/legislature/Sheila-Jackson-Lee-99710435-8a59-5f14-9acd-da267980551c.yml b/data/us/legislature/Sheila-Jackson-Lee-99710435-8a59-5f14-9acd-da267980551c.yml
index 0c467ac0c6..d31970f66f 100644
--- a/data/us/legislature/Sheila-Jackson-Lee-99710435-8a59-5f14-9acd-da267980551c.yml
+++ b/data/us/legislature/Sheila-Jackson-Lee-99710435-8a59-5f14-9acd-da267980551c.yml
@@ -7,7 +7,7 @@ birth_date: 1950-01-12
 image: https://theunitedstates.io/images/congress/450x550/J000032.jpg
 party:
 - start_date: '1995-01-04'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '1995-01-04'
@@ -81,7 +81,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: TX-18
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: TX-18
diff --git a/data/us/legislature/Sheldon-Whitehouse-fd0623ac-bbc8-5c5e-839f-37148d89c36e.yml b/data/us/legislature/Sheldon-Whitehouse-fd0623ac-bbc8-5c5e-839f-37148d89c36e.yml
index 3ded23600a..6788c2eff8 100644
--- a/data/us/legislature/Sheldon-Whitehouse-fd0623ac-bbc8-5c5e-839f-37148d89c36e.yml
+++ b/data/us/legislature/Sheldon-Whitehouse-fd0623ac-bbc8-5c5e-839f-37148d89c36e.yml
@@ -7,7 +7,7 @@ birth_date: 1955-10-20
 image: https://theunitedstates.io/images/congress/450x550/W000802.jpg
 party:
 - start_date: '2007-01-04'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2007-01-04'
@@ -21,7 +21,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: Rhode Island
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: upper
   jurisdiction: ocd-jurisdiction/country:us/government
   district: Rhode Island
diff --git a/data/us/legislature/Sherrod-Brown-b84b6427-85e2-5d0c-b9e8-a44270378405.yml b/data/us/legislature/Sherrod-Brown-b84b6427-85e2-5d0c-b9e8-a44270378405.yml
index 85ae93d90c..992ead5cf2 100644
--- a/data/us/legislature/Sherrod-Brown-b84b6427-85e2-5d0c-b9e8-a44270378405.yml
+++ b/data/us/legislature/Sherrod-Brown-b84b6427-85e2-5d0c-b9e8-a44270378405.yml
@@ -7,7 +7,7 @@ birth_date: 1952-11-09
 image: https://theunitedstates.io/images/congress/450x550/B000944.jpg
 party:
 - start_date: '1993-01-05'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '1993-01-05'
@@ -56,7 +56,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: Ohio
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: upper
   jurisdiction: ocd-jurisdiction/country:us/government
   district: Ohio
diff --git a/data/us/legislature/Shontel-M-Brown-f2916088-1774-50ba-8023-34f7fe686e49.yml b/data/us/legislature/Shontel-M-Brown-f2916088-1774-50ba-8023-34f7fe686e49.yml
index ac6c35e400..8330feb409 100644
--- a/data/us/legislature/Shontel-M-Brown-f2916088-1774-50ba-8023-34f7fe686e49.yml
+++ b/data/us/legislature/Shontel-M-Brown-f2916088-1774-50ba-8023-34f7fe686e49.yml
@@ -8,7 +8,7 @@ birth_date: 1975-06-24
 image: https://theunitedstates.io/images/congress/450x550/B001313.jpg
 party:
 - start_date: '2021-11-04'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2021-11-04'
@@ -17,7 +17,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: OH-11
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: OH-11
diff --git a/data/us/legislature/Shri-Thanedar-cca4b382-1b0b-5872-86a8-abe74e9f6e3a.yml b/data/us/legislature/Shri-Thanedar-cca4b382-1b0b-5872-86a8-abe74e9f6e3a.yml
index f68cf57b64..f12f0fee2a 100644
--- a/data/us/legislature/Shri-Thanedar-cca4b382-1b0b-5872-86a8-abe74e9f6e3a.yml
+++ b/data/us/legislature/Shri-Thanedar-cca4b382-1b0b-5872-86a8-abe74e9f6e3a.yml
@@ -7,11 +7,11 @@ birth_date: 1955-02-22
 image: https://theunitedstates.io/images/congress/450x550/T000488.jpg
 party:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MI-13
diff --git a/data/us/legislature/Stacey-E-Plaskett-8b830e4d-1e2b-5b7b-9f71-6152222a342f.yml b/data/us/legislature/Stacey-E-Plaskett-8b830e4d-1e2b-5b7b-9f71-6152222a342f.yml
index eaa7869c5c..bc80c2e12b 100644
--- a/data/us/legislature/Stacey-E-Plaskett-8b830e4d-1e2b-5b7b-9f71-6152222a342f.yml
+++ b/data/us/legislature/Stacey-E-Plaskett-8b830e4d-1e2b-5b7b-9f71-6152222a342f.yml
@@ -8,7 +8,7 @@ birth_date: 1966-05-13
 image: https://theunitedstates.io/images/congress/450x550/P000610.jpg
 party:
 - start_date: '2015-01-06'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2015-01-06'
@@ -32,7 +32,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: VI-AL
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: VI-AL
diff --git a/data/us/legislature/Steny-H-Hoyer-5554fdf4-9035-5d23-aeb0-fee7d786fa81.yml b/data/us/legislature/Steny-H-Hoyer-5554fdf4-9035-5d23-aeb0-fee7d786fa81.yml
index 3742909f73..f7031d8045 100644
--- a/data/us/legislature/Steny-H-Hoyer-5554fdf4-9035-5d23-aeb0-fee7d786fa81.yml
+++ b/data/us/legislature/Steny-H-Hoyer-5554fdf4-9035-5d23-aeb0-fee7d786fa81.yml
@@ -8,7 +8,7 @@ birth_date: 1939-06-14
 image: https://theunitedstates.io/images/congress/450x550/H000874.jpg
 party:
 - start_date: '1981-01-05'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '1981-01-05'
@@ -117,7 +117,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MD-5
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MD-5
diff --git a/data/us/legislature/Stephanie-I-Bice-2add0122-3206-5502-985b-18808db8f685.yml b/data/us/legislature/Stephanie-I-Bice-2add0122-3206-5502-985b-18808db8f685.yml
index bcff5031ec..98931bd830 100644
--- a/data/us/legislature/Stephanie-I-Bice-2add0122-3206-5502-985b-18808db8f685.yml
+++ b/data/us/legislature/Stephanie-I-Bice-2add0122-3206-5502-985b-18808db8f685.yml
@@ -8,7 +8,7 @@ birth_date: 1973-11-11
 image: https://theunitedstates.io/images/congress/450x550/B000740.jpg
 party:
 - start_date: '2021-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2021-01-03'
@@ -17,7 +17,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: OK-5
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: OK-5
diff --git a/data/us/legislature/Stephen-F-Lynch-cc7120d8-f57d-5841-9526-3429e9f0f2c2.yml b/data/us/legislature/Stephen-F-Lynch-cc7120d8-f57d-5841-9526-3429e9f0f2c2.yml
index e9b52ec611..2cde1326f3 100644
--- a/data/us/legislature/Stephen-F-Lynch-cc7120d8-f57d-5841-9526-3429e9f0f2c2.yml
+++ b/data/us/legislature/Stephen-F-Lynch-cc7120d8-f57d-5841-9526-3429e9f0f2c2.yml
@@ -8,7 +8,7 @@ birth_date: 1955-03-31
 image: https://theunitedstates.io/images/congress/450x550/L000562.jpg
 party:
 - start_date: '2001-10-23'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2001-10-23'
@@ -67,7 +67,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MA-8
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MA-8
diff --git a/data/us/legislature/Steve-Cohen-e56dabed-c7b4-51c2-a29b-c9850bc9feff.yml b/data/us/legislature/Steve-Cohen-e56dabed-c7b4-51c2-a29b-c9850bc9feff.yml
index 85b28c5af5..a45ae72f24 100644
--- a/data/us/legislature/Steve-Cohen-e56dabed-c7b4-51c2-a29b-c9850bc9feff.yml
+++ b/data/us/legislature/Steve-Cohen-e56dabed-c7b4-51c2-a29b-c9850bc9feff.yml
@@ -7,7 +7,7 @@ birth_date: 1949-05-24
 image: https://theunitedstates.io/images/congress/450x550/C001068.jpg
 party:
 - start_date: '2007-01-04'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2007-01-04'
@@ -51,7 +51,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: TN-9
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: TN-9
diff --git a/data/us/legislature/Steve-Scalise-b86826b1-800d-5976-98fa-617ccb74ce88.yml b/data/us/legislature/Steve-Scalise-b86826b1-800d-5976-98fa-617ccb74ce88.yml
index 51f0618ad2..cbdf0b7ec5 100644
--- a/data/us/legislature/Steve-Scalise-b86826b1-800d-5976-98fa-617ccb74ce88.yml
+++ b/data/us/legislature/Steve-Scalise-b86826b1-800d-5976-98fa-617ccb74ce88.yml
@@ -8,7 +8,7 @@ birth_date: 1965-10-06
 image: https://theunitedstates.io/images/congress/450x550/S001176.jpg
 party:
 - start_date: '2008-05-07'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2008-05-07'
@@ -52,7 +52,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: LA-1
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: LA-1
diff --git a/data/us/legislature/Steve-Womack-b3fc0e27-b0a3-5106-ae4f-65d6cc93c031.yml b/data/us/legislature/Steve-Womack-b3fc0e27-b0a3-5106-ae4f-65d6cc93c031.yml
index 656affa371..f55b25ae95 100644
--- a/data/us/legislature/Steve-Womack-b3fc0e27-b0a3-5106-ae4f-65d6cc93c031.yml
+++ b/data/us/legislature/Steve-Womack-b3fc0e27-b0a3-5106-ae4f-65d6cc93c031.yml
@@ -7,7 +7,7 @@ birth_date: 1957-02-18
 image: https://theunitedstates.io/images/congress/450x550/W000809.jpg
 party:
 - start_date: '2011-01-05'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2011-01-05'
@@ -41,7 +41,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: AR-3
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: AR-3
diff --git a/data/us/legislature/Steven-Horsford-980a78cc-847f-50be-8967-6c8895ad337e.yml b/data/us/legislature/Steven-Horsford-980a78cc-847f-50be-8967-6c8895ad337e.yml
index 651d0b823e..19d8062066 100644
--- a/data/us/legislature/Steven-Horsford-980a78cc-847f-50be-8967-6c8895ad337e.yml
+++ b/data/us/legislature/Steven-Horsford-980a78cc-847f-50be-8967-6c8895ad337e.yml
@@ -8,7 +8,7 @@ birth_date: 1973-04-29
 image: https://theunitedstates.io/images/congress/450x550/H001066.jpg
 party:
 - start_date: '2013-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2013-01-03'
@@ -27,7 +27,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NV-4
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NV-4
diff --git a/data/us/legislature/Summer-L-Lee-e2bd9b69-7425-5f80-b432-41b690306379.yml b/data/us/legislature/Summer-L-Lee-e2bd9b69-7425-5f80-b432-41b690306379.yml
index e84fbc17e4..805ac76ef1 100644
--- a/data/us/legislature/Summer-L-Lee-e2bd9b69-7425-5f80-b432-41b690306379.yml
+++ b/data/us/legislature/Summer-L-Lee-e2bd9b69-7425-5f80-b432-41b690306379.yml
@@ -8,11 +8,11 @@ birth_date: 1987-11-26
 image: https://theunitedstates.io/images/congress/450x550/L000602.jpg
 party:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: PA-12
diff --git a/data/us/legislature/Susan-Wild-b5356530-dd09-5b14-98f2-365d70bf4e5c.yml b/data/us/legislature/Susan-Wild-b5356530-dd09-5b14-98f2-365d70bf4e5c.yml
index 6b66059731..e2c3db58b2 100644
--- a/data/us/legislature/Susan-Wild-b5356530-dd09-5b14-98f2-365d70bf4e5c.yml
+++ b/data/us/legislature/Susan-Wild-b5356530-dd09-5b14-98f2-365d70bf4e5c.yml
@@ -8,7 +8,7 @@ birth_date: 1957-06-07
 image: https://theunitedstates.io/images/congress/450x550/W000826.jpg
 party:
 - start_date: '2018-11-27'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2018-11-27'
@@ -27,7 +27,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: PA-7
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: PA-7
diff --git a/data/us/legislature/Susie-Lee-4333db3d-a55e-5d8e-b2ec-1041414ba2e6.yml b/data/us/legislature/Susie-Lee-4333db3d-a55e-5d8e-b2ec-1041414ba2e6.yml
index 1e6db56b7f..6b6f180c5c 100644
--- a/data/us/legislature/Susie-Lee-4333db3d-a55e-5d8e-b2ec-1041414ba2e6.yml
+++ b/data/us/legislature/Susie-Lee-4333db3d-a55e-5d8e-b2ec-1041414ba2e6.yml
@@ -7,7 +7,7 @@ birth_date: 1966-11-07
 image: https://theunitedstates.io/images/congress/450x550/L000590.jpg
 party:
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2019-01-03'
@@ -21,7 +21,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NV-3
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NV-3
diff --git a/data/us/legislature/Suzan-K-DelBene-799d9723-1f90-5558-b8c6-6f293c7eaddd.yml b/data/us/legislature/Suzan-K-DelBene-799d9723-1f90-5558-b8c6-6f293c7eaddd.yml
index 1356c3162e..77d29ce0ef 100644
--- a/data/us/legislature/Suzan-K-DelBene-799d9723-1f90-5558-b8c6-6f293c7eaddd.yml
+++ b/data/us/legislature/Suzan-K-DelBene-799d9723-1f90-5558-b8c6-6f293c7eaddd.yml
@@ -8,7 +8,7 @@ birth_date: 1962-02-17
 image: https://theunitedstates.io/images/congress/450x550/D000617.jpg
 party:
 - start_date: '2012-11-13'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2012-11-13'
@@ -42,7 +42,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: WA-1
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: WA-1
diff --git a/data/us/legislature/Suzanne-Bonamici-90d40f72-ffae-544d-86bb-b41605730fee.yml b/data/us/legislature/Suzanne-Bonamici-90d40f72-ffae-544d-86bb-b41605730fee.yml
index 00d9bb2076..aa2c490297 100644
--- a/data/us/legislature/Suzanne-Bonamici-90d40f72-ffae-544d-86bb-b41605730fee.yml
+++ b/data/us/legislature/Suzanne-Bonamici-90d40f72-ffae-544d-86bb-b41605730fee.yml
@@ -7,7 +7,7 @@ birth_date: 1954-10-14
 image: https://theunitedstates.io/images/congress/450x550/B001278.jpg
 party:
 - start_date: '2012-02-07'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2012-02-07'
@@ -41,7 +41,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: OR-1
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: OR-1
diff --git a/data/us/legislature/Sydney-Kamlager-Dove-1608d897-8cf1-5902-9e45-fbd0bbd72cca.yml b/data/us/legislature/Sydney-Kamlager-Dove-1608d897-8cf1-5902-9e45-fbd0bbd72cca.yml
index e6cdd037f4..42e7f30ec5 100644
--- a/data/us/legislature/Sydney-Kamlager-Dove-1608d897-8cf1-5902-9e45-fbd0bbd72cca.yml
+++ b/data/us/legislature/Sydney-Kamlager-Dove-1608d897-8cf1-5902-9e45-fbd0bbd72cca.yml
@@ -8,11 +8,11 @@ birth_date: 1972-07-20
 image: https://theunitedstates.io/images/congress/450x550/K000400.jpg
 party:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-37
diff --git a/data/us/legislature/Sylvia-R-Garcia-168e0e9e-0d4c-57d2-99a6-8fc99be594be.yml b/data/us/legislature/Sylvia-R-Garcia-168e0e9e-0d4c-57d2-99a6-8fc99be594be.yml
index 16d67d6cd9..71136fd360 100644
--- a/data/us/legislature/Sylvia-R-Garcia-168e0e9e-0d4c-57d2-99a6-8fc99be594be.yml
+++ b/data/us/legislature/Sylvia-R-Garcia-168e0e9e-0d4c-57d2-99a6-8fc99be594be.yml
@@ -8,7 +8,7 @@ birth_date: 1950-09-06
 image: https://theunitedstates.io/images/congress/450x550/G000587.jpg
 party:
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2019-01-03'
@@ -22,7 +22,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: TX-29
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: TX-29
diff --git a/data/us/legislature/Tammy-Baldwin-d7c97bc3-b7cb-585b-b9e3-def97fcb9db6.yml b/data/us/legislature/Tammy-Baldwin-d7c97bc3-b7cb-585b-b9e3-def97fcb9db6.yml
index b98f494e2f..9cde43843a 100644
--- a/data/us/legislature/Tammy-Baldwin-d7c97bc3-b7cb-585b-b9e3-def97fcb9db6.yml
+++ b/data/us/legislature/Tammy-Baldwin-d7c97bc3-b7cb-585b-b9e3-def97fcb9db6.yml
@@ -7,7 +7,7 @@ birth_date: 1962-02-11
 image: https://theunitedstates.io/images/congress/450x550/B001230.jpg
 party:
 - start_date: '1999-01-06'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '1999-01-06'
@@ -51,7 +51,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: Wisconsin
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: upper
   jurisdiction: ocd-jurisdiction/country:us/government
   district: Wisconsin
diff --git a/data/us/legislature/Ted-Cruz-c4d35f64-f25b-5888-9fcb-f3cb97df500e.yml b/data/us/legislature/Ted-Cruz-c4d35f64-f25b-5888-9fcb-f3cb97df500e.yml
index c5eb01ec37..cc94a4c787 100644
--- a/data/us/legislature/Ted-Cruz-c4d35f64-f25b-5888-9fcb-f3cb97df500e.yml
+++ b/data/us/legislature/Ted-Cruz-c4d35f64-f25b-5888-9fcb-f3cb97df500e.yml
@@ -7,7 +7,7 @@ birth_date: 1970-12-22
 image: https://theunitedstates.io/images/congress/450x550/C001098.jpg
 party:
 - start_date: '2013-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2013-01-03'
@@ -16,7 +16,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: Texas
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: upper
   jurisdiction: ocd-jurisdiction/country:us/government
   district: Texas
diff --git a/data/us/legislature/Ted-Lieu-b472f29c-b960-5cea-b5fb-0e9d4d6d10a4.yml b/data/us/legislature/Ted-Lieu-b472f29c-b960-5cea-b5fb-0e9d4d6d10a4.yml
index a9d6c0f206..4b1257255b 100644
--- a/data/us/legislature/Ted-Lieu-b472f29c-b960-5cea-b5fb-0e9d4d6d10a4.yml
+++ b/data/us/legislature/Ted-Lieu-b472f29c-b960-5cea-b5fb-0e9d4d6d10a4.yml
@@ -7,7 +7,7 @@ birth_date: 1969-03-29
 image: https://theunitedstates.io/images/congress/450x550/L000582.jpg
 party:
 - start_date: '2015-01-06'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2015-01-06'
@@ -31,7 +31,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-33
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-36
diff --git a/data/us/legislature/Teresa-Leger-Fernandez-1548bb05-ef78-5582-9058-fd92d3c9c61c.yml b/data/us/legislature/Teresa-Leger-Fernandez-1548bb05-ef78-5582-9058-fd92d3c9c61c.yml
index 3c90685b6e..bfc678ab4b 100644
--- a/data/us/legislature/Teresa-Leger-Fernandez-1548bb05-ef78-5582-9058-fd92d3c9c61c.yml
+++ b/data/us/legislature/Teresa-Leger-Fernandez-1548bb05-ef78-5582-9058-fd92d3c9c61c.yml
@@ -7,7 +7,7 @@ birth_date: 1959-07-01
 image: https://theunitedstates.io/images/congress/450x550/L000273.jpg
 party:
 - start_date: '2021-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2021-01-03'
@@ -16,7 +16,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NM-3
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NM-3
diff --git a/data/us/legislature/Terri-A-Sewell-f747c3f1-7247-5c91-9870-901ec617e884.yml b/data/us/legislature/Terri-A-Sewell-f747c3f1-7247-5c91-9870-901ec617e884.yml
index 13c5c2e77d..e02514018e 100644
--- a/data/us/legislature/Terri-A-Sewell-f747c3f1-7247-5c91-9870-901ec617e884.yml
+++ b/data/us/legislature/Terri-A-Sewell-f747c3f1-7247-5c91-9870-901ec617e884.yml
@@ -8,7 +8,7 @@ birth_date: 1965-01-01
 image: https://theunitedstates.io/images/congress/450x550/S001185.jpg
 party:
 - start_date: '2011-01-05'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2011-01-05'
@@ -42,7 +42,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: AL-7
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: AL-7
diff --git a/data/us/legislature/Thomas-H-Kean-Jr-1cbf8801-61cd-5f46-93c1-0d02f110035a.yml b/data/us/legislature/Thomas-H-Kean-Jr-1cbf8801-61cd-5f46-93c1-0d02f110035a.yml
index 2a54ec7542..be38f96c5c 100644
--- a/data/us/legislature/Thomas-H-Kean-Jr-1cbf8801-61cd-5f46-93c1-0d02f110035a.yml
+++ b/data/us/legislature/Thomas-H-Kean-Jr-1cbf8801-61cd-5f46-93c1-0d02f110035a.yml
@@ -8,11 +8,11 @@ birth_date: 1968-09-05
 image: https://theunitedstates.io/images/congress/450x550/K000398.jpg
 party:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NJ-7
diff --git a/data/us/legislature/Thomas-Massie-7d1234be-d22a-5374-8022-59a795f0f3f4.yml b/data/us/legislature/Thomas-Massie-7d1234be-d22a-5374-8022-59a795f0f3f4.yml
index bab1edf385..7f014bc338 100644
--- a/data/us/legislature/Thomas-Massie-7d1234be-d22a-5374-8022-59a795f0f3f4.yml
+++ b/data/us/legislature/Thomas-Massie-7d1234be-d22a-5374-8022-59a795f0f3f4.yml
@@ -7,7 +7,7 @@ birth_date: 1971-01-13
 image: https://theunitedstates.io/images/congress/450x550/M001184.jpg
 party:
 - start_date: '2012-11-13'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2012-11-13'
@@ -41,7 +41,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: KY-4
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: KY-4
diff --git a/data/us/legislature/Thomas-P-Tiffany-5048bd11-acf0-5775-a75f-5f085fc8bc11.yml b/data/us/legislature/Thomas-P-Tiffany-5048bd11-acf0-5775-a75f-5f085fc8bc11.yml
index 98ce63a946..e819602135 100644
--- a/data/us/legislature/Thomas-P-Tiffany-5048bd11-acf0-5775-a75f-5f085fc8bc11.yml
+++ b/data/us/legislature/Thomas-P-Tiffany-5048bd11-acf0-5775-a75f-5f085fc8bc11.yml
@@ -8,7 +8,7 @@ birth_date: 1957-12-30
 image: https://theunitedstates.io/images/congress/450x550/T000165.jpg
 party:
 - start_date: '2020-05-19'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2020-05-19'
@@ -22,7 +22,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: WI-7
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: WI-7
diff --git a/data/us/legislature/Thomas-R-Carper-762f36c5-6766-5708-9066-d1d6340500d3.yml b/data/us/legislature/Thomas-R-Carper-762f36c5-6766-5708-9066-d1d6340500d3.yml
index d8b729174f..c5cd105862 100644
--- a/data/us/legislature/Thomas-R-Carper-762f36c5-6766-5708-9066-d1d6340500d3.yml
+++ b/data/us/legislature/Thomas-R-Carper-762f36c5-6766-5708-9066-d1d6340500d3.yml
@@ -8,7 +8,7 @@ birth_date: 1947-01-23
 image: https://theunitedstates.io/images/congress/450x550/C000174.jpg
 party:
 - start_date: '1983-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '1983-01-03'
@@ -52,7 +52,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: Delaware
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: upper
   jurisdiction: ocd-jurisdiction/country:us/government
   district: Delaware
diff --git a/data/us/legislature/Thomas-R-Suozzi-4182b897-5c2e-5dff-a87c-aa7911e81a3d.yml b/data/us/legislature/Thomas-R-Suozzi-4182b897-5c2e-5dff-a87c-aa7911e81a3d.yml
index f0f1b963d6..6c448375d5 100644
--- a/data/us/legislature/Thomas-R-Suozzi-4182b897-5c2e-5dff-a87c-aa7911e81a3d.yml
+++ b/data/us/legislature/Thomas-R-Suozzi-4182b897-5c2e-5dff-a87c-aa7911e81a3d.yml
@@ -8,7 +8,7 @@ birth_date: 1962-08-31
 image: https://theunitedstates.io/images/congress/450x550/S001201.jpg
 party:
 - start_date: '2017-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2017-01-03'
@@ -27,7 +27,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NY-3
 - start_date: '2024-02-13'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NY-3
diff --git a/data/us/legislature/Tim-Burchett-06b83e26-fe35-526d-86fb-7a6d80b20d1a.yml b/data/us/legislature/Tim-Burchett-06b83e26-fe35-526d-86fb-7a6d80b20d1a.yml
index 7281d5a718..b3d3e6fb04 100644
--- a/data/us/legislature/Tim-Burchett-06b83e26-fe35-526d-86fb-7a6d80b20d1a.yml
+++ b/data/us/legislature/Tim-Burchett-06b83e26-fe35-526d-86fb-7a6d80b20d1a.yml
@@ -7,7 +7,7 @@ birth_date: 1964-08-25
 image: https://theunitedstates.io/images/congress/450x550/B001309.jpg
 party:
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2019-01-03'
@@ -21,7 +21,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: TN-2
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: TN-2
diff --git a/data/us/legislature/Tim-Kaine-4d537f5f-04fd-578a-a8d2-61dd4972e758.yml b/data/us/legislature/Tim-Kaine-4d537f5f-04fd-578a-a8d2-61dd4972e758.yml
index b6e90a2710..7762e4efc2 100644
--- a/data/us/legislature/Tim-Kaine-4d537f5f-04fd-578a-a8d2-61dd4972e758.yml
+++ b/data/us/legislature/Tim-Kaine-4d537f5f-04fd-578a-a8d2-61dd4972e758.yml
@@ -7,7 +7,7 @@ birth_date: 1958-02-26
 image: https://theunitedstates.io/images/congress/450x550/K000384.jpg
 party:
 - start_date: '2013-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2013-01-03'
@@ -16,7 +16,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: Virginia
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: upper
   jurisdiction: ocd-jurisdiction/country:us/government
   district: Virginia
diff --git a/data/us/legislature/Tim-Walberg-9e622be4-95d2-5bf7-a99f-543d45400e82.yml b/data/us/legislature/Tim-Walberg-9e622be4-95d2-5bf7-a99f-543d45400e82.yml
index fcdeac895b..1a43595a93 100644
--- a/data/us/legislature/Tim-Walberg-9e622be4-95d2-5bf7-a99f-543d45400e82.yml
+++ b/data/us/legislature/Tim-Walberg-9e622be4-95d2-5bf7-a99f-543d45400e82.yml
@@ -7,7 +7,7 @@ birth_date: 1951-04-12
 image: https://theunitedstates.io/images/congress/450x550/W000798.jpg
 party:
 - start_date: '2007-01-04'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2007-01-04'
@@ -46,7 +46,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MI-7
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MI-5
diff --git a/data/us/legislature/Timothy-M-Kennedy-7d860788-e85f-5f23-a7dc-133364f9d4e9.yml b/data/us/legislature/Timothy-M-Kennedy-7d860788-e85f-5f23-a7dc-133364f9d4e9.yml
index 114e184f9d..560ab558b7 100644
--- a/data/us/legislature/Timothy-M-Kennedy-7d860788-e85f-5f23-a7dc-133364f9d4e9.yml
+++ b/data/us/legislature/Timothy-M-Kennedy-7d860788-e85f-5f23-a7dc-133364f9d4e9.yml
@@ -7,11 +7,11 @@ birth_date: 1976-10-20
 image: https://theunitedstates.io/images/congress/450x550/K000402.jpg
 party:
 - start_date: '2024-05-06'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2024-05-06'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NY-26
diff --git a/data/us/legislature/Tom-Cole-34706e89-9ed8-5078-b825-f310caf5a8f6.yml b/data/us/legislature/Tom-Cole-34706e89-9ed8-5078-b825-f310caf5a8f6.yml
index 4df42be944..de975e45b9 100644
--- a/data/us/legislature/Tom-Cole-34706e89-9ed8-5078-b825-f310caf5a8f6.yml
+++ b/data/us/legislature/Tom-Cole-34706e89-9ed8-5078-b825-f310caf5a8f6.yml
@@ -7,7 +7,7 @@ birth_date: 1949-04-28
 image: https://theunitedstates.io/images/congress/450x550/C001053.jpg
 party:
 - start_date: '2003-01-07'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2003-01-07'
@@ -61,7 +61,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: OK-4
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: OK-4
diff --git a/data/us/legislature/Tom-Emmer-08e42c4f-2c5e-5fe0-87cf-0e8de2bdb52d.yml b/data/us/legislature/Tom-Emmer-08e42c4f-2c5e-5fe0-87cf-0e8de2bdb52d.yml
index b087db589c..9415f19d68 100644
--- a/data/us/legislature/Tom-Emmer-08e42c4f-2c5e-5fe0-87cf-0e8de2bdb52d.yml
+++ b/data/us/legislature/Tom-Emmer-08e42c4f-2c5e-5fe0-87cf-0e8de2bdb52d.yml
@@ -7,7 +7,7 @@ birth_date: 1961-03-03
 image: https://theunitedstates.io/images/congress/450x550/E000294.jpg
 party:
 - start_date: '2015-01-06'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2015-01-06'
@@ -31,7 +31,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MN-6
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MN-6
diff --git a/data/us/legislature/Tom-McClintock-173a4f3f-e38f-569e-97b2-e0424195f16c.yml b/data/us/legislature/Tom-McClintock-173a4f3f-e38f-569e-97b2-e0424195f16c.yml
index e74435882e..2e46f31914 100644
--- a/data/us/legislature/Tom-McClintock-173a4f3f-e38f-569e-97b2-e0424195f16c.yml
+++ b/data/us/legislature/Tom-McClintock-173a4f3f-e38f-569e-97b2-e0424195f16c.yml
@@ -7,7 +7,7 @@ birth_date: 1956-07-10
 image: https://theunitedstates.io/images/congress/450x550/M001177.jpg
 party:
 - start_date: '2009-01-06'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2009-01-06'
@@ -46,7 +46,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-4
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-5
diff --git a/data/us/legislature/Tony-Crdenas-147fa8d0-050e-585a-b299-b82e84db0845.yml b/data/us/legislature/Tony-Crdenas-147fa8d0-050e-585a-b299-b82e84db0845.yml
index bd4d76f4aa..562d124355 100644
--- a/data/us/legislature/Tony-Crdenas-147fa8d0-050e-585a-b299-b82e84db0845.yml
+++ b/data/us/legislature/Tony-Crdenas-147fa8d0-050e-585a-b299-b82e84db0845.yml
@@ -7,7 +7,7 @@ birth_date: 1963-03-31
 image: https://theunitedstates.io/images/congress/450x550/C001097.jpg
 party:
 - start_date: '2013-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2013-01-03'
@@ -36,7 +36,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-29
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-29
diff --git a/data/us/legislature/Tony-Gonzales-7e086fc4-85ff-58af-a436-5f6fa7bfa527.yml b/data/us/legislature/Tony-Gonzales-7e086fc4-85ff-58af-a436-5f6fa7bfa527.yml
index 84fd616af6..cd0fd52500 100644
--- a/data/us/legislature/Tony-Gonzales-7e086fc4-85ff-58af-a436-5f6fa7bfa527.yml
+++ b/data/us/legislature/Tony-Gonzales-7e086fc4-85ff-58af-a436-5f6fa7bfa527.yml
@@ -8,7 +8,7 @@ birth_date: 1980-10-10
 image: https://theunitedstates.io/images/congress/450x550/G000594.jpg
 party:
 - start_date: '2021-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2021-01-03'
@@ -17,7 +17,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: TX-23
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: TX-23
diff --git a/data/us/legislature/Tracey-Mann-675e8a3b-ea68-55f8-aeb8-be287fe621bd.yml b/data/us/legislature/Tracey-Mann-675e8a3b-ea68-55f8-aeb8-be287fe621bd.yml
index 71d5ebff07..99c0412206 100644
--- a/data/us/legislature/Tracey-Mann-675e8a3b-ea68-55f8-aeb8-be287fe621bd.yml
+++ b/data/us/legislature/Tracey-Mann-675e8a3b-ea68-55f8-aeb8-be287fe621bd.yml
@@ -8,7 +8,7 @@ birth_date: 1976-12-17
 image: https://theunitedstates.io/images/congress/450x550/M000871.jpg
 party:
 - start_date: '2021-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2021-01-03'
@@ -17,7 +17,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: KS-1
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: KS-1
diff --git a/data/us/legislature/Trent-Kelly-c495bde9-29b3-5e71-ab0e-dedff0de9a84.yml b/data/us/legislature/Trent-Kelly-c495bde9-29b3-5e71-ab0e-dedff0de9a84.yml
index 5824a4c5e0..1a747884b8 100644
--- a/data/us/legislature/Trent-Kelly-c495bde9-29b3-5e71-ab0e-dedff0de9a84.yml
+++ b/data/us/legislature/Trent-Kelly-c495bde9-29b3-5e71-ab0e-dedff0de9a84.yml
@@ -7,7 +7,7 @@ birth_date: 1966-03-01
 image: https://theunitedstates.io/images/congress/450x550/K000388.jpg
 party:
 - start_date: '2015-06-09'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2015-06-09'
@@ -31,7 +31,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MS-1
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MS-1
diff --git a/data/us/legislature/Troy-A-Carter-5e3dc0b5-2afe-5b83-ab42-9352225b2235.yml b/data/us/legislature/Troy-A-Carter-5e3dc0b5-2afe-5b83-ab42-9352225b2235.yml
index 363379d34e..e8a9caca22 100644
--- a/data/us/legislature/Troy-A-Carter-5e3dc0b5-2afe-5b83-ab42-9352225b2235.yml
+++ b/data/us/legislature/Troy-A-Carter-5e3dc0b5-2afe-5b83-ab42-9352225b2235.yml
@@ -8,7 +8,7 @@ birth_date: 1963-10-26
 image: https://theunitedstates.io/images/congress/450x550/C001125.jpg
 party:
 - start_date: '2021-05-11'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2021-05-11'
@@ -17,7 +17,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: LA-2
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: LA-2
diff --git a/data/us/legislature/Troy-Balderson-7ba189b5-1c2a-5acd-8118-446326a8e02b.yml b/data/us/legislature/Troy-Balderson-7ba189b5-1c2a-5acd-8118-446326a8e02b.yml
index 00451df009..87c5af73da 100644
--- a/data/us/legislature/Troy-Balderson-7ba189b5-1c2a-5acd-8118-446326a8e02b.yml
+++ b/data/us/legislature/Troy-Balderson-7ba189b5-1c2a-5acd-8118-446326a8e02b.yml
@@ -7,7 +7,7 @@ birth_date: 1962-01-16
 image: https://theunitedstates.io/images/congress/450x550/B001306.jpg
 party:
 - start_date: '2018-09-05'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2018-09-05'
@@ -26,7 +26,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: OH-12
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: OH-12
diff --git a/data/us/legislature/Troy-E-Nehls-ec5c60e6-2666-535c-a95a-ec6ab9e02e3f.yml b/data/us/legislature/Troy-E-Nehls-ec5c60e6-2666-535c-a95a-ec6ab9e02e3f.yml
index 0ae849a0d8..b8e189dca3 100644
--- a/data/us/legislature/Troy-E-Nehls-ec5c60e6-2666-535c-a95a-ec6ab9e02e3f.yml
+++ b/data/us/legislature/Troy-E-Nehls-ec5c60e6-2666-535c-a95a-ec6ab9e02e3f.yml
@@ -8,7 +8,7 @@ birth_date: 1968-04-07
 image: https://theunitedstates.io/images/congress/450x550/N000026.jpg
 party:
 - start_date: '2021-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2021-01-03'
@@ -17,7 +17,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: TX-22
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: TX-22
diff --git a/data/us/legislature/Val-T-Hoyle-8d143b3d-646a-5199-95f5-497e17f386dd.yml b/data/us/legislature/Val-T-Hoyle-8d143b3d-646a-5199-95f5-497e17f386dd.yml
index eff7711204..020d6bb0a4 100644
--- a/data/us/legislature/Val-T-Hoyle-8d143b3d-646a-5199-95f5-497e17f386dd.yml
+++ b/data/us/legislature/Val-T-Hoyle-8d143b3d-646a-5199-95f5-497e17f386dd.yml
@@ -8,11 +8,11 @@ birth_date: 1964-02-14
 image: https://theunitedstates.io/images/congress/450x550/H001094.jpg
 party:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: OR-4
diff --git a/data/us/legislature/Valerie-P-Foushee-2b138e95-2a83-5c51-a3f4-397017c9210e.yml b/data/us/legislature/Valerie-P-Foushee-2b138e95-2a83-5c51-a3f4-397017c9210e.yml
index 51ab557ccc..0bb22d1ea1 100644
--- a/data/us/legislature/Valerie-P-Foushee-2b138e95-2a83-5c51-a3f4-397017c9210e.yml
+++ b/data/us/legislature/Valerie-P-Foushee-2b138e95-2a83-5c51-a3f4-397017c9210e.yml
@@ -8,11 +8,11 @@ birth_date: 1956-05-07
 image: https://theunitedstates.io/images/congress/450x550/F000477.jpg
 party:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NC-4
diff --git a/data/us/legislature/Vern-Buchanan-1e646f7b-600b-503f-9524-3ae95d00cd2d.yml b/data/us/legislature/Vern-Buchanan-1e646f7b-600b-503f-9524-3ae95d00cd2d.yml
index 81c28b0d24..5609ada54e 100644
--- a/data/us/legislature/Vern-Buchanan-1e646f7b-600b-503f-9524-3ae95d00cd2d.yml
+++ b/data/us/legislature/Vern-Buchanan-1e646f7b-600b-503f-9524-3ae95d00cd2d.yml
@@ -7,7 +7,7 @@ birth_date: 1951-05-08
 image: https://theunitedstates.io/images/congress/450x550/B001260.jpg
 party:
 - start_date: '2007-01-04'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2007-01-04'
@@ -51,7 +51,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: FL-16
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: FL-16
diff --git a/data/us/legislature/Veronica-Escobar-a656d2f5-2e90-535c-91d9-d27ad1150c03.yml b/data/us/legislature/Veronica-Escobar-a656d2f5-2e90-535c-91d9-d27ad1150c03.yml
index 52bb42e31e..a3a997817d 100644
--- a/data/us/legislature/Veronica-Escobar-a656d2f5-2e90-535c-91d9-d27ad1150c03.yml
+++ b/data/us/legislature/Veronica-Escobar-a656d2f5-2e90-535c-91d9-d27ad1150c03.yml
@@ -7,7 +7,7 @@ birth_date: 1969-09-15
 image: https://theunitedstates.io/images/congress/450x550/E000299.jpg
 party:
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2019-01-03'
@@ -21,7 +21,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: TX-16
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: TX-16
diff --git a/data/us/legislature/Vicente-Gonzalez-8b1ad439-078b-5e79-a845-64236b87f11f.yml b/data/us/legislature/Vicente-Gonzalez-8b1ad439-078b-5e79-a845-64236b87f11f.yml
index 9bf17ac45b..ccc60f66aa 100644
--- a/data/us/legislature/Vicente-Gonzalez-8b1ad439-078b-5e79-a845-64236b87f11f.yml
+++ b/data/us/legislature/Vicente-Gonzalez-8b1ad439-078b-5e79-a845-64236b87f11f.yml
@@ -7,7 +7,7 @@ birth_date: 1967-09-04
 image: https://theunitedstates.io/images/congress/450x550/G000581.jpg
 party:
 - start_date: '2017-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2017-01-03'
@@ -26,7 +26,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: TX-15
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: TX-34
diff --git a/data/us/legislature/Victoria-Spartz-bdb81964-c3cc-5f48-8854-7b9c88c23755.yml b/data/us/legislature/Victoria-Spartz-bdb81964-c3cc-5f48-8854-7b9c88c23755.yml
index ede4acb91b..149f18e219 100644
--- a/data/us/legislature/Victoria-Spartz-bdb81964-c3cc-5f48-8854-7b9c88c23755.yml
+++ b/data/us/legislature/Victoria-Spartz-bdb81964-c3cc-5f48-8854-7b9c88c23755.yml
@@ -7,7 +7,7 @@ birth_date: 1978-10-06
 image: https://theunitedstates.io/images/congress/450x550/S000929.jpg
 party:
 - start_date: '2021-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2021-01-03'
@@ -16,7 +16,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: IN-5
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: IN-5
diff --git a/data/us/legislature/Vince-Fong-2d6b7f7f-a241-5064-9812-9506beb2b76e.yml b/data/us/legislature/Vince-Fong-2d6b7f7f-a241-5064-9812-9506beb2b76e.yml
index 4827d5a33e..0bc5f3799c 100644
--- a/data/us/legislature/Vince-Fong-2d6b7f7f-a241-5064-9812-9506beb2b76e.yml
+++ b/data/us/legislature/Vince-Fong-2d6b7f7f-a241-5064-9812-9506beb2b76e.yml
@@ -7,11 +7,11 @@ birth_date: 1979-10-24
 image: https://theunitedstates.io/images/congress/450x550/F000480.jpg
 party:
 - start_date: '2024-06-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2024-06-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-20
diff --git a/data/us/legislature/Virginia-Foxx-b77761e4-93cb-5fbb-972e-5d591198df8f.yml b/data/us/legislature/Virginia-Foxx-b77761e4-93cb-5fbb-972e-5d591198df8f.yml
index 795d18f2bf..94ad7d4414 100644
--- a/data/us/legislature/Virginia-Foxx-b77761e4-93cb-5fbb-972e-5d591198df8f.yml
+++ b/data/us/legislature/Virginia-Foxx-b77761e4-93cb-5fbb-972e-5d591198df8f.yml
@@ -7,7 +7,7 @@ birth_date: 1943-06-29
 image: https://theunitedstates.io/images/congress/450x550/F000450.jpg
 party:
 - start_date: '2005-01-04'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2005-01-04'
@@ -56,7 +56,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NC-5
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NC-5
diff --git a/data/us/legislature/W-Gregory-Steube-5fdae4c2-ba21-56a4-ae8c-5e95a175a90a.yml b/data/us/legislature/W-Gregory-Steube-5fdae4c2-ba21-56a4-ae8c-5e95a175a90a.yml
index e2217d8a95..b9c4857343 100644
--- a/data/us/legislature/W-Gregory-Steube-5fdae4c2-ba21-56a4-ae8c-5e95a175a90a.yml
+++ b/data/us/legislature/W-Gregory-Steube-5fdae4c2-ba21-56a4-ae8c-5e95a175a90a.yml
@@ -8,7 +8,7 @@ birth_date: 1978-05-19
 image: https://theunitedstates.io/images/congress/450x550/S001214.jpg
 party:
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2019-01-03'
@@ -22,7 +22,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: FL-17
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: FL-17
diff --git a/data/us/legislature/Warren-Davidson-1eaeee77-2e74-51b9-a70f-30e16378f080.yml b/data/us/legislature/Warren-Davidson-1eaeee77-2e74-51b9-a70f-30e16378f080.yml
index 51f1bd0f17..f251514373 100644
--- a/data/us/legislature/Warren-Davidson-1eaeee77-2e74-51b9-a70f-30e16378f080.yml
+++ b/data/us/legislature/Warren-Davidson-1eaeee77-2e74-51b9-a70f-30e16378f080.yml
@@ -7,7 +7,7 @@ birth_date: 1970-03-01
 image: https://theunitedstates.io/images/congress/450x550/D000626.jpg
 party:
 - start_date: '2016-06-09'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2016-06-09'
@@ -31,7 +31,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: OH-8
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: OH-8
diff --git a/data/us/legislature/Wesley-Hunt-2cb7c1ce-a9a1-5644-bfb8-14508d2d5f87.yml b/data/us/legislature/Wesley-Hunt-2cb7c1ce-a9a1-5644-bfb8-14508d2d5f87.yml
index 9304e3f296..8d2d97fd49 100644
--- a/data/us/legislature/Wesley-Hunt-2cb7c1ce-a9a1-5644-bfb8-14508d2d5f87.yml
+++ b/data/us/legislature/Wesley-Hunt-2cb7c1ce-a9a1-5644-bfb8-14508d2d5f87.yml
@@ -8,11 +8,11 @@ birth_date: 1981-11-13
 image: https://theunitedstates.io/images/congress/450x550/H001095.jpg
 party:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: TX-38
diff --git a/data/us/legislature/Wiley-Nickel-9866e387-b0c1-5f4d-b5da-dbde28ac482a.yml b/data/us/legislature/Wiley-Nickel-9866e387-b0c1-5f4d-b5da-dbde28ac482a.yml
index a46988fcb3..1704e6555b 100644
--- a/data/us/legislature/Wiley-Nickel-9866e387-b0c1-5f4d-b5da-dbde28ac482a.yml
+++ b/data/us/legislature/Wiley-Nickel-9866e387-b0c1-5f4d-b5da-dbde28ac482a.yml
@@ -7,11 +7,11 @@ birth_date: 1975-11-23
 image: https://theunitedstates.io/images/congress/450x550/N000194.jpg
 party:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NC-13
diff --git a/data/us/legislature/William-R-Keating-ec0f62a4-5b85-5df2-888a-200166766b17.yml b/data/us/legislature/William-R-Keating-ec0f62a4-5b85-5df2-888a-200166766b17.yml
index a4b36b30e0..3433550254 100644
--- a/data/us/legislature/William-R-Keating-ec0f62a4-5b85-5df2-888a-200166766b17.yml
+++ b/data/us/legislature/William-R-Keating-ec0f62a4-5b85-5df2-888a-200166766b17.yml
@@ -8,7 +8,7 @@ birth_date: 1952-09-06
 image: https://theunitedstates.io/images/congress/450x550/K000375.jpg
 party:
 - start_date: '2011-01-05'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2011-01-05'
@@ -42,7 +42,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MA-9
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: MA-9
diff --git a/data/us/legislature/William-R-Timmons-IV-678a7e1c-3834-5536-937f-fdb30edca68e.yml b/data/us/legislature/William-R-Timmons-IV-678a7e1c-3834-5536-937f-fdb30edca68e.yml
index e50c229573..0dd3d98ddc 100644
--- a/data/us/legislature/William-R-Timmons-IV-678a7e1c-3834-5536-937f-fdb30edca68e.yml
+++ b/data/us/legislature/William-R-Timmons-IV-678a7e1c-3834-5536-937f-fdb30edca68e.yml
@@ -8,7 +8,7 @@ birth_date: 1984-04-30
 image: https://theunitedstates.io/images/congress/450x550/T000480.jpg
 party:
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2019-01-03'
@@ -22,7 +22,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: SC-4
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: SC-4
diff --git a/data/us/legislature/Yadira-Caraveo-4e28b856-d0c9-53f7-8dbd-bb9c6b99f145.yml b/data/us/legislature/Yadira-Caraveo-4e28b856-d0c9-53f7-8dbd-bb9c6b99f145.yml
index 1e2f4186ef..9524a22e77 100644
--- a/data/us/legislature/Yadira-Caraveo-4e28b856-d0c9-53f7-8dbd-bb9c6b99f145.yml
+++ b/data/us/legislature/Yadira-Caraveo-4e28b856-d0c9-53f7-8dbd-bb9c6b99f145.yml
@@ -8,11 +8,11 @@ birth_date: 1980-12-23
 image: https://theunitedstates.io/images/congress/450x550/C001134.jpg
 party:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CO-8
diff --git a/data/us/legislature/Young-Kim-34a22a9d-abf9-5e79-91f5-e4e08be6d2c9.yml b/data/us/legislature/Young-Kim-34a22a9d-abf9-5e79-91f5-e4e08be6d2c9.yml
index 197206df5b..dcf883f711 100644
--- a/data/us/legislature/Young-Kim-34a22a9d-abf9-5e79-91f5-e4e08be6d2c9.yml
+++ b/data/us/legislature/Young-Kim-34a22a9d-abf9-5e79-91f5-e4e08be6d2c9.yml
@@ -8,7 +8,7 @@ birth_date: 1962-10-18
 image: https://theunitedstates.io/images/congress/450x550/K000397.jpg
 party:
 - start_date: '2021-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2021-01-03'
@@ -17,7 +17,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-39
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-40
diff --git a/data/us/legislature/Yvette-D-Clarke-969d3e67-5686-5b4c-a8fe-5ec702a7343d.yml b/data/us/legislature/Yvette-D-Clarke-969d3e67-5686-5b4c-a8fe-5ec702a7343d.yml
index eb4c8edf4b..0f45276ad4 100644
--- a/data/us/legislature/Yvette-D-Clarke-969d3e67-5686-5b4c-a8fe-5ec702a7343d.yml
+++ b/data/us/legislature/Yvette-D-Clarke-969d3e67-5686-5b4c-a8fe-5ec702a7343d.yml
@@ -8,7 +8,7 @@ birth_date: 1964-11-21
 image: https://theunitedstates.io/images/congress/450x550/C001067.jpg
 party:
 - start_date: '2007-01-04'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2007-01-04'
@@ -52,7 +52,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NY-9
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: NY-9
diff --git a/data/us/legislature/Zachary-Nunn-144ba1b8-981f-58d8-b85d-c38fca7d524c.yml b/data/us/legislature/Zachary-Nunn-144ba1b8-981f-58d8-b85d-c38fca7d524c.yml
index 216599d761..b0f5e742ed 100644
--- a/data/us/legislature/Zachary-Nunn-144ba1b8-981f-58d8-b85d-c38fca7d524c.yml
+++ b/data/us/legislature/Zachary-Nunn-144ba1b8-981f-58d8-b85d-c38fca7d524c.yml
@@ -8,11 +8,11 @@ birth_date: 1979-05-04
 image: https://theunitedstates.io/images/congress/450x550/N000193.jpg
 party:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: IA-3
diff --git a/data/us/legislature/Zoe-Lofgren-80764021-2b87-5b48-8999-98943700dea8.yml b/data/us/legislature/Zoe-Lofgren-80764021-2b87-5b48-8999-98943700dea8.yml
index 6bbde6390b..4c1cfdea16 100644
--- a/data/us/legislature/Zoe-Lofgren-80764021-2b87-5b48-8999-98943700dea8.yml
+++ b/data/us/legislature/Zoe-Lofgren-80764021-2b87-5b48-8999-98943700dea8.yml
@@ -7,7 +7,7 @@ birth_date: 1947-12-21
 image: https://theunitedstates.io/images/congress/450x550/L000397.jpg
 party:
 - start_date: '1995-01-04'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '1995-01-04'
@@ -81,7 +81,7 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-19
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   type: lower
   jurisdiction: ocd-jurisdiction/country:us/government
   district: CA-18
diff --git a/data/us/retired/Bill-Johnson-37280554-1674-5b92-8eb1-1be9fe1e76ae.yml b/data/us/retired/Bill-Johnson-37280554-1674-5b92-8eb1-1be9fe1e76ae.yml
index 274e92ac6f..07e2ef946b 100644
--- a/data/us/retired/Bill-Johnson-37280554-1674-5b92-8eb1-1be9fe1e76ae.yml
+++ b/data/us/retired/Bill-Johnson-37280554-1674-5b92-8eb1-1be9fe1e76ae.yml
@@ -7,7 +7,7 @@ birth_date: 1954-11-10
 image: https://theunitedstates.io/images/congress/450x550/J000292.jpg
 party:
 - start_date: '2011-01-05'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2011-01-05'
diff --git a/data/us/retired/Brian-Higgins-1c58a989-8724-597e-8572-658594d14181.yml b/data/us/retired/Brian-Higgins-1c58a989-8724-597e-8572-658594d14181.yml
index f5268de707..c0b79c7d6f 100644
--- a/data/us/retired/Brian-Higgins-1c58a989-8724-597e-8572-658594d14181.yml
+++ b/data/us/retired/Brian-Higgins-1c58a989-8724-597e-8572-658594d14181.yml
@@ -8,7 +8,7 @@ birth_date: 1959-10-06
 image: https://theunitedstates.io/images/congress/450x550/H001038.jpg
 party:
 - start_date: '2005-01-04'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2005-01-04'
diff --git a/data/us/retired/Chris-Stewart-b6e7b90c-6380-561a-8416-ea7aed9fd8c5.yml b/data/us/retired/Chris-Stewart-b6e7b90c-6380-561a-8416-ea7aed9fd8c5.yml
index 67d91db5f8..c849aef61c 100644
--- a/data/us/retired/Chris-Stewart-b6e7b90c-6380-561a-8416-ea7aed9fd8c5.yml
+++ b/data/us/retired/Chris-Stewart-b6e7b90c-6380-561a-8416-ea7aed9fd8c5.yml
@@ -7,7 +7,7 @@ birth_date: 1960-07-15
 image: https://theunitedstates.io/images/congress/450x550/S001192.jpg
 party:
 - start_date: '2013-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2013-01-03'
diff --git a/data/us/retired/David-N-Cicilline-c1210b41-26d8-5768-9321-50a485c83e98.yml b/data/us/retired/David-N-Cicilline-c1210b41-26d8-5768-9321-50a485c83e98.yml
index 2ed8b2e5c7..e957202169 100644
--- a/data/us/retired/David-N-Cicilline-c1210b41-26d8-5768-9321-50a485c83e98.yml
+++ b/data/us/retired/David-N-Cicilline-c1210b41-26d8-5768-9321-50a485c83e98.yml
@@ -8,7 +8,7 @@ birth_date: 1961-07-15
 image: https://theunitedstates.io/images/congress/450x550/C001084.jpg
 party:
 - start_date: '2011-01-05'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '2011-01-05'
diff --git a/data/us/retired/Dianne-Feinstein-6fa57189-4425-55f4-85fe-54eab927bc27.yml b/data/us/retired/Dianne-Feinstein-6fa57189-4425-55f4-85fe-54eab927bc27.yml
index 08048b347e..f4c9a21cae 100644
--- a/data/us/retired/Dianne-Feinstein-6fa57189-4425-55f4-85fe-54eab927bc27.yml
+++ b/data/us/retired/Dianne-Feinstein-6fa57189-4425-55f4-85fe-54eab927bc27.yml
@@ -7,7 +7,7 @@ birth_date: 1933-06-22
 image: https://theunitedstates.io/images/congress/450x550/F000062.jpg
 party:
 - start_date: '1992-11-10'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '1992-11-10'
diff --git a/data/us/retired/George-Santos-225893fb-5b4a-5b98-a797-8bcf5a07792a.yml b/data/us/retired/George-Santos-225893fb-5b4a-5b98-a797-8bcf5a07792a.yml
index 342574b2f5..d2fafcd2df 100644
--- a/data/us/retired/George-Santos-225893fb-5b4a-5b98-a797-8bcf5a07792a.yml
+++ b/data/us/retired/George-Santos-225893fb-5b4a-5b98-a797-8bcf5a07792a.yml
@@ -8,7 +8,7 @@ birth_date: 1988-07-22
 image: https://theunitedstates.io/images/congress/450x550/S001222.jpg
 party:
 - start_date: '2023-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2023-01-03'
diff --git a/data/us/retired/Ken-Buck-ae816838-90af-512b-8a98-9389b05e9b6a.yml b/data/us/retired/Ken-Buck-ae816838-90af-512b-8a98-9389b05e9b6a.yml
index ac6dac5c56..d95efbf9f8 100644
--- a/data/us/retired/Ken-Buck-ae816838-90af-512b-8a98-9389b05e9b6a.yml
+++ b/data/us/retired/Ken-Buck-ae816838-90af-512b-8a98-9389b05e9b6a.yml
@@ -7,7 +7,7 @@ birth_date: 1959-02-16
 image: https://theunitedstates.io/images/congress/450x550/B001297.jpg
 party:
 - start_date: '2015-01-06'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2015-01-06'
diff --git a/data/us/retired/Kevin-McCarthy-d62b2724-dfc4-58c1-abd2-2a6ac89ec3bf.yml b/data/us/retired/Kevin-McCarthy-d62b2724-dfc4-58c1-abd2-2a6ac89ec3bf.yml
index 9d3e20aa27..e11c8bc9dc 100644
--- a/data/us/retired/Kevin-McCarthy-d62b2724-dfc4-58c1-abd2-2a6ac89ec3bf.yml
+++ b/data/us/retired/Kevin-McCarthy-d62b2724-dfc4-58c1-abd2-2a6ac89ec3bf.yml
@@ -7,7 +7,7 @@ birth_date: 1965-01-26
 image: https://theunitedstates.io/images/congress/450x550/M001165.jpg
 party:
 - start_date: '2007-01-04'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Republican
 roles:
 - start_date: '2007-01-04'
diff --git a/data/us/retired/Robert-Menendez-cf399eb8-e1d0-58b8-ac90-fd10441d660b.yml b/data/us/retired/Robert-Menendez-cf399eb8-e1d0-58b8-ac90-fd10441d660b.yml
index 90f66ffeba..6f3e015f15 100644
--- a/data/us/retired/Robert-Menendez-cf399eb8-e1d0-58b8-ac90-fd10441d660b.yml
+++ b/data/us/retired/Robert-Menendez-cf399eb8-e1d0-58b8-ac90-fd10441d660b.yml
@@ -7,7 +7,7 @@ birth_date: 1954-01-01
 image: https://theunitedstates.io/images/congress/450x550/M000639.jpg
 party:
 - start_date: '1993-01-05'
-  end_date: '2025-01-03'
+  end_date: '2024-11-05'
   name: Democratic
 roles:
 - start_date: '1993-01-05'