diff --git a/data/metadata.dvc b/data/metadata.dvc
index d0d4b65..b07577a 100644
--- a/data/metadata.dvc
+++ b/data/metadata.dvc
@@ -1,14 +1,14 @@
-md5: bc0ed9a43f1c231857d741baa694643e
+md5: d9812f38c873e179a33a67b53014b1fa
 frozen: true
 deps:
 - path: data/metadata/processed/
   repo:
     url: git@github.com:bradford-2025/open-data-pipelines
     rev: main
-    rev_lock: 35196385bd5cf7d7584e8920c50586cedef7e484
+    rev_lock: b0f695ad02784ba8402c34832c170340cd2b77e4
 outs:
-- md5: b11ec794c63f6a4cc9b1878ff284a95c.dir
-  size: 9763
+- md5: ec250e8a3f8cc440f5f94453609fa556.dir
+  size: 9776
   nfiles: 7
   hash: md5
   path: metadata
diff --git a/data/published.dvc b/data/published.dvc
index 6996bd8..0651274 100644
--- a/data/published.dvc
+++ b/data/published.dvc
@@ -1,14 +1,14 @@
-md5: cbf16209cda9a7965df8667e54bc62c5
+md5: 57587c92e659da9e05a6dac1f9b9d6bd
 frozen: true
 deps:
 - path: data/processed/
   repo:
     url: git@github.com:bradford-2025/open-data-pipelines
     rev: main
-    rev_lock: 35196385bd5cf7d7584e8920c50586cedef7e484
+    rev_lock: b0f695ad02784ba8402c34832c170340cd2b77e4
 outs:
-- md5: 67a12cc3f07e5a9333a89fed32f3a446.dir
-  size: 296677
+- md5: 9e64fe0cb17bf59a94099fce5915bc84.dir
+  size: 297600
   nfiles: 7
   hash: md5
   path: published
diff --git a/pipelines/dvc.lock b/pipelines/dvc.lock
index 77532d0..0eda3fb 100644
--- a/pipelines/dvc.lock
+++ b/pipelines/dvc.lock
@@ -5,12 +5,12 @@ stages:
     deps:
     - path: ../data/published/volunteers/checkpoints.csv
       hash: md5
-      md5: f31eec5355c913684e01844623c34c8c
-      size: 12499
+      md5: 95201c3b52f3cf9d360e62f150c05316
+      size: 13327
     - path: ../data/published/volunteers/shifts.csv
       hash: md5
-      md5: bfefdafc4e47cca85057c162d57bcf9f
-      size: 11603
+      md5: 37d54ed78ae0175bb7318006a07c3625
+      size: 11697
     - path: volunteers.ipynb
       hash: md5
       md5: 0b9f5a87d2b838d01a6d8d624ea36399
@@ -18,44 +18,44 @@ stages:
     outs:
     - path: ../src/themes/volunteers/_data/people/by_demographic_age_range.csv
       hash: md5
-      md5: 826f1fde8c6702c3c3e44f7eec3cf49d
+      md5: 596ad72785e58a9e33a08edc6ed6f3de
       size: 196
     - path: ../src/themes/volunteers/_data/people/by_geo_TOTAL.csv
       hash: md5
-      md5: 0898790758d36347ccb92c73759666f8
+      md5: beb14847a05cbe2376c10544c1715cf2
       size: 54
     - path: ../src/themes/volunteers/_data/people/by_geo_oslaua.csv
       hash: md5
-      md5: 6f56bf450ee5f637534d26b1c3023a0b
+      md5: 8f226b7c7d1b21fc42a698f0ad739249
       size: 788
     - path: ../src/themes/volunteers/_data/people/by_geo_osward.csv
       hash: md5
-      md5: e0bb33e832a12f921b78a92a31f762a4
-      size: 642
+      md5: cfece8e47cc7dcf2fcf52c5bb8d7751e
+      size: 643
     - path: ../src/themes/volunteers/_data/people/by_geo_postcode_area.csv
       hash: md5
-      md5: 1301ff8ab9eee69e3604b5902f8a2259
+      md5: f55f0a62afeb675d0be23f03198e3086
       size: 490
     - path: ../src/themes/volunteers/_data/people/checkpoints_weekly.csv
       hash: md5
-      md5: 0bedcf9cd769ee994302811a7d41afb6
-      size: 695
+      md5: 93a62d24aed926438e0f862fcb0b17e9
+      size: 759
     - path: ../src/themes/volunteers/_data/shifts/attended_by_week.csv
       hash: md5
-      md5: 0f50cbaa6249e0fc39ae1977f1e4f603
-      size: 513
+      md5: 36cc331a2687f5da39d526cbaf054521
+      size: 536
     - path: ../src/themes/volunteers/_data/shifts/attended_cumulative_by_week.csv
       hash: md5
-      md5: c8e162f1a210284eb2a69035a7da6609
-      size: 584
+      md5: 8d6598d538dd4fc2f86944624b28dd99
+      size: 613
     - path: ../src/themes/volunteers/_data/shifts/hours_by_week.csv
       hash: md5
-      md5: ba95b1831474be252475fc8cf2c59988
-      size: 715
+      md5: 260e53b18950e5a911b9f692c916c48d
+      size: 748
     - path: ../src/themes/volunteers/_data/shifts/hours_cumulative_by_week.csv
       hash: md5
-      md5: b2eae1e1f92492b71c1208be0324c6da
-      size: 838
+      md5: d865a0c2f658e9a74998c6ee755f9600
+      size: 881
   ticketing:
     cmd: papermill --no-log-output ticketing.ipynb output/ticketing.ipynb
     deps:
@@ -69,14 +69,14 @@ stages:
       size: 201556
     - path: ticketing.ipynb
       hash: md5
-      md5: 02e1015f00ad22ca65f684c6c4b3e1da
-      size: 4546
+      md5: 3dd76a547dcfa0a92dce725b736ea28f
+      size: 4811
     outs:
     - path: ../src/themes/ticketing/_data/operational
       hash: md5
-      md5: 1eee0b5c8ec6b57bcbc8f0aef21bdb78.dir
-      size: 5820
-      nfiles: 4
+      md5: 8a84d77db62e926de9b0f55873b44945.dir
+      size: 6113
+      nfiles: 5
   huq:
     cmd: papermill --no-log-output huq.ipynb output/huq.ipynb
     deps: