diff --git a/data-raw/jct_001_get_cr_data.R b/data-raw/jct_001_get_cr_data.R
index cf60fc3..435f2ae 100644
--- a/data-raw/jct_001_get_cr_data.R
+++ b/data-raw/jct_001_get_cr_data.R
@@ -29,7 +29,9 @@ jct_hybrid_jns <- jct_hybrid_jns_raw |>
     "2772-6967", "1097-3702", "2768-7228", "1869-3660", "2666-9587",
     "2589-8892", "2321-0656", "2642-3588", "2667-3681", "2590-0315",
     "1746-6202", "0943-4747", "2352-3727", "2748-1964", "2516-6042",
-    "2747-7460", "0012-9623", "2804-7214", "2694-0884", "2694-085X"))
+    "2747-7460", "0012-9623", "2804-7214", "2694-0884", "2694-085X")) |>
+    # Also remove wrong ta data link in JCT
+    dplyr::filter(esac_id != "eme2025ukb")
 
 # Upload to BQ
 jct_hybrid_jns_path <-
diff --git a/data/cc_articles.rda b/data/cc_articles.rda
index 99555ba..395629d 100644
Binary files a/data/cc_articles.rda and b/data/cc_articles.rda differ
diff --git a/data/cr_md.rda b/data/cr_md.rda
index 16b95e7..3f1a12d 100644
Binary files a/data/cr_md.rda and b/data/cr_md.rda differ
diff --git a/data/cr_upw.rda b/data/cr_upw.rda
index 2207c3d..8127cec 100644
Binary files a/data/cr_upw.rda and b/data/cr_upw.rda differ
diff --git a/data/jct_hybrid_jns.rda b/data/jct_hybrid_jns.rda
index 7c93915..84ee950 100644
Binary files a/data/jct_hybrid_jns.rda and b/data/jct_hybrid_jns.rda differ
diff --git a/data/jct_oalex_venues.rda b/data/jct_oalex_venues.rda
index cc2e00b..d0a438e 100644
Binary files a/data/jct_oalex_venues.rda and b/data/jct_oalex_venues.rda differ
diff --git a/data/jn_aff.rda b/data/jn_aff.rda
index a6925d5..770bb18 100644
Binary files a/data/jn_aff.rda and b/data/jn_aff.rda differ
diff --git a/data/jn_ind.rda b/data/jn_ind.rda
index 2b9fbd6..db127d2 100644
Binary files a/data/jn_ind.rda and b/data/jn_ind.rda differ
diff --git a/inst/sql/cc_upw_cr.sql b/inst/sql/cc_upw_cr.sql
index ebf0769..b952f6f 100644
--- a/inst/sql/cc_upw_cr.sql
+++ b/inst/sql/cc_upw_cr.sql
@@ -8,7 +8,7 @@ WITH
   SELECT
     DISTINCT oalex.doi
   FROM
-    `subugoe-collaborative.openalex.works` AS oalex
+    `subugoe-collaborative.openalex_walden.works` AS oalex
   WHERE
     open_access.oa_status = "hybrid" ),
   # 2. Germany OA evidence per source
diff --git a/inst/sql/cr_openalex_inst_full_raw.sql b/inst/sql/cr_openalex_inst_full_raw.sql
index e19b8ee..c656111 100644
--- a/inst/sql/cr_openalex_inst_full_raw.sql
+++ b/inst/sql/cr_openalex_inst_full_raw.sql
@@ -8,7 +8,7 @@ WITH first_aff AS (
       SELECT doi,
         author_position,
         institutions
-      FROM `subugoe-collaborative.openalex.works`,
+      FROM `subugoe-collaborative.openalex_walden.works`,
         UNNEST(authorships)
       WHERE author_position = "first"
     ),
diff --git a/inst/sql/jct_inst_enriched.sql b/inst/sql/jct_inst_enriched.sql
index b070763..79e5e9a 100644
--- a/inst/sql/jct_inst_enriched.sql
+++ b/inst/sql/jct_inst_enriched.sql
@@ -10,7 +10,7 @@ WITH
     LEFT JOIN
       `subugoe-collaborative.openalex.institutions` AS oalex_inst
     ON
-      jct_inst.ror_id = oalex_inst.ror
+      jct_inst.ror_id = oalex_inst.ids.ror
     LEFT JOIN
       UNNEST(oalex_inst.associated_institutions) AS inst
     ORDER BY
diff --git a/inst/sql/jct_oalex_venues.sql b/inst/sql/jct_oalex_venues.sql
index a7b6345..ade6b1e 100644
--- a/inst/sql/jct_oalex_venues.sql
+++ b/inst/sql/jct_oalex_venues.sql
@@ -22,7 +22,7 @@ WITH my_jns AS (
 oalex AS (
   SELECT homepage_url,
     issn_l
-  FROM `subugoe-collaborative.openalex.sources`
+  FROM `subugoe-collaborative.openalex_walden.sources`
   WHERE works_count > 10
     AND homepage_url IS NOT NULL
 )