diff --git a/scripts/cpi/dvc.lock b/scripts/cpi/dvc.lock
index 1525824a..bcc86f3e 100644
--- a/scripts/cpi/dvc.lock
+++ b/scripts/cpi/dvc.lock
@@ -52,7 +52,7 @@ stages:
       size: 8605
     - path: working/upstream/metadata.csv
       hash: md5
-      md5: 0a4ec3182c92e88a897711ff9f023660
+      md5: 7220abd216b61fcd044ad7cf7de00bef
       size: 160
     - path: working/upstream/mm23-codes.csv
       hash: md5
diff --git a/scripts/labour-market/dvc.lock b/scripts/labour-market/dvc.lock
index ea43f4f0..7df1b0c2 100644
--- a/scripts/labour-market/dvc.lock
+++ b/scripts/labour-market/dvc.lock
@@ -34,7 +34,7 @@ stages:
       nfiles: 6
     - path: ../../working/upstream/metadata.csv
       hash: md5
-      md5: 0a4ec3182c92e88a897711ff9f023660
+      md5: 7220abd216b61fcd044ad7cf7de00bef
       size: 160
     - path: config.py
       hash: md5
diff --git a/scripts/neet/dvc.lock b/scripts/neet/dvc.lock
index adbf51f5..fe1d8e56 100644
--- a/scripts/neet/dvc.lock
+++ b/scripts/neet/dvc.lock
@@ -16,7 +16,7 @@ stages:
     deps:
     - path: ../../working/upstream/metadata.csv
       hash: md5
-      md5: 0a4ec3182c92e88a897711ff9f023660
+      md5: 7220abd216b61fcd044ad7cf7de00bef
       size: 160
     - path: ../../working/upstream/neet.csv
       hash: md5
diff --git a/scripts/vacancies/dvc.lock b/scripts/vacancies/dvc.lock
index b2ba20bc..62ca56b9 100644
--- a/scripts/vacancies/dvc.lock
+++ b/scripts/vacancies/dvc.lock
@@ -17,7 +17,7 @@ stages:
       size: 5836
     - path: working/upstream/metadata.csv
       hash: md5
-      md5: 0a4ec3182c92e88a897711ff9f023660
+      md5: 7220abd216b61fcd044ad7cf7de00bef
       size: 160
     - path: working/upstream/vacancies-growth-by-sector.csv
       hash: md5
diff --git a/working/output/labour-market-prepare.ipynb b/working/output/labour-market-prepare.ipynb
index b9f0775e..0f7493b1 100644
--- a/working/output/labour-market-prepare.ipynb
+++ b/working/output/labour-market-prepare.ipynb
@@ -3,19 +3,19 @@
   {
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-   "id": "406f7743",
+   "id": "7862669a",
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@@ -33,19 +33,19 @@
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@@ -58,13 +58,13 @@
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@@ -76,19 +76,19 @@
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@@ -103,13 +103,13 @@
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@@ -121,19 +121,19 @@
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@@ -721,13 +721,13 @@
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@@ -739,19 +739,19 @@
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@@ -787,19 +787,19 @@
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@@ -1276,13 +1276,13 @@
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@@ -1294,19 +1294,19 @@
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@@ -1327,19 +1327,19 @@
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@@ -1374,13 +1374,13 @@
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-   "id": "4fd4ec94",
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@@ -1409,14 +1409,14 @@
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+   "duration": 1.822168,
+   "end_time": "2023-12-06T07:45:39.707240",
    "environment_variables": {},
    "exception": null,
    "input_path": "prepare.ipynb",
    "output_path": "../../working/output/labour-market-prepare.ipynb",
    "parameters": {},
-   "start_time": "2023-11-22T07:45:52.740392",
+   "start_time": "2023-12-06T07:45:37.885072",
    "version": "2.4.0"
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diff --git a/working/output/neet-transform.ipynb b/working/output/neet-transform.ipynb
index e8def0fe..c70ad055 100644
--- a/working/output/neet-transform.ipynb
+++ b/working/output/neet-transform.ipynb
@@ -3,19 +3,19 @@
   {
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-   "id": "a7185058",
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+     "iopub.execute_input": "2023-12-06T07:45:36.820737Z",
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@@ -34,19 +34,19 @@
   {
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-   "id": "fcbee066",
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+     "iopub.execute_input": "2023-12-06T07:45:37.052713Z",
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@@ -59,19 +59,19 @@
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+     "iopub.execute_input": "2023-12-06T07:45:37.062459Z",
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@@ -89,19 +89,19 @@
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@@ -114,19 +114,19 @@
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@@ -145,19 +145,19 @@
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@@ -170,19 +170,19 @@
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@@ -197,19 +197,19 @@
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@@ -223,19 +223,19 @@
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@@ -381,13 +381,13 @@
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diff --git a/working/upstream/census-employment-status.dvc b/working/upstream/census-employment-status.dvc
index 4df297b4..32e008cf 100644
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diff --git a/working/upstream/neet.csv.dvc b/working/upstream/neet.csv.dvc
index de934ad2..48ed3b2c 100644
--- a/working/upstream/neet.csv.dvc
+++ b/working/upstream/neet.csv.dvc
@@ -1,10 +1,10 @@
-md5: 9cf50fd668c13d799da489458405af67
+md5: 78468765fbce1c8ddab2f5833cca2643
 frozen: true
 deps:
 - path: data/processed/neet.csv
   repo:
     url: https://github.com/open-innovations/yff-data-pipelines
-    rev_lock: c87bbfc2eb4d99b645ad06bb7bbb1117be839698
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diff --git a/working/upstream/unem-codes.csv.dvc b/working/upstream/unem-codes.csv.dvc
index bafed530..73751183 100644
--- a/working/upstream/unem-codes.csv.dvc
+++ b/working/upstream/unem-codes.csv.dvc
@@ -1,10 +1,10 @@
-md5: 920ce784109f9306370e13a53ef62b4d
+md5: d8065fbb68e18d7dcfb1d5104a267dc0
 frozen: true
 deps:
 - path: data/metadata/codes/unem-codes.csv
   repo:
     url: https://github.com/open-innovations/yff-data-pipelines
-    rev_lock: c87bbfc2eb4d99b645ad06bb7bbb1117be839698
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diff --git a/working/upstream/unem.csv.dvc b/working/upstream/unem.csv.dvc
index 6649f806..2f8635df 100644
--- a/working/upstream/unem.csv.dvc
+++ b/working/upstream/unem.csv.dvc
@@ -1,10 +1,10 @@
-md5: 977ae2dcff7505d8a7867b2afa8a68f1
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 frozen: true
 deps:
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   repo:
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-    rev_lock: c87bbfc2eb4d99b645ad06bb7bbb1117be839698
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diff --git a/working/upstream/vacancies-growth-by-sector.csv.dvc b/working/upstream/vacancies-growth-by-sector.csv.dvc
index 5f60ce97..01ba8916 100644
--- a/working/upstream/vacancies-growth-by-sector.csv.dvc
+++ b/working/upstream/vacancies-growth-by-sector.csv.dvc
@@ -1,10 +1,10 @@
-md5: f7feb3348e9306cf2b2373ef55b9a2cb
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 frozen: true
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   repo:
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