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+
+A bunch of MDPI journals are incorrectly listed as 'longtail'.
+
+    fatcat-cli search container 'publisher:mdpi publisher_type:* !publisher_type:oa' --count
+    # 245
+
+Because this is 'extra' metadata, need a little python script to change the
+metadata (fatcat-cli doesn't have this feature yet):
+
+    import sys
+    import json
+
+    publisher_type = sys.argv[1].strip().lower()
+    #print(publisher_type, file=sys.stderr)
+
+    for line in sys.stdin:
+        if not line.strip():
+            continue
+        container = json.loads(line) 
+        container["extra"]["publisher_type"] = publisher_type
+        print(json.dumps(container))
+
+Run some cleanups:
+
+    export FATCAT_AUTH_WORKER_CLEANUP=[...]
+    export FATCAT_API_AUTH_TOKEN=$FATCAT_AUTH_WORKER_CLEANUP
+
+    fatcat-cli search container 'publisher:mdpi publisher_type:* !publisher_type:oa' --entity-json --limit 50 \
+        | jq 'select(.publisher_type != "oa")' -c \
+        | python3 ./container_publisher_type.py oa \
+        | fatcat-cli batch update container --description "Update container publisher_type"
+    # editgroup_oum6mnkl2rbn3jaua4a2gdlj5q
+
+Looks good, run the rest:
+
+    fatcat-cli search container 'publisher:mdpi publisher_type:* !publisher_type:oa' --entity-json --limit 300 \
+        | jq 'select(.publisher_type != "oa")' -c \
+        | python3 ./container_publisher_type.py oa \
+        | fatcat-cli batch update container --description "Update container publisher_type" --auto-accept
+
+Some more cleanup patterns:
+
+    fatcat-cli search container 'publisher:"Frontiers Media SA" publisher_type:* !publisher_type:oa' --count
+    # 84
+
+    fatcat-cli search container 'publisher:"Frontiers Media SA" publisher_type:* !publisher_type:oa' --entity-json --limit 300 \
+        | jq 'select(.publisher_type != "oa")' -c \
+        | python3 ./container_publisher_type.py oa \
+        | fatcat-cli batch update container --description "Update container publisher_type" --auto-accept
+
+    fatcat-cli search container 'publisher:"Walter de Gruyter" publisher_type:* !publisher_type:commercial !publisher_type:archive' --count
+    # 47
+
+    fatcat-cli search container 'publisher:"Walter de Gruyter" publisher_type:* !publisher_type:commercial !publisher_type:archive' --entity-json --limit 300 \
+        | jq 'select(.publisher_type != "commercial")' -c \
+        | python3 ./container_publisher_type.py commercial \
+        | fatcat-cli batch update container --description "Update container publisher_type" --auto-accept
+
+    fatcat-cli search container 'publisher:"springer" publisher_type:* !publisher_type:big5 !publisher_type:archive' --count
+    # 56
+
+    fatcat-cli search container 'publisher:"springer" publisher_type:* !publisher_type:big5 !publisher_type:archive' --entity-json --limit 300 \
+        | jq 'select(.publisher_type != "big5")' -c \
+        | python3 ./container_publisher_type.py big5 \
+        | fatcat-cli batch update container --description "Update container publisher_type" --auto-accept
+
+    fatcat-cli search container 'publisher:"elsevier" publisher_type:* !publisher_type:big5 !publisher_type:archive' --count
+    # 98
+
+    fatcat-cli search container 'publisher:"elsevier" publisher_type:* !publisher_type:big5 !publisher_type:archive' --entity-json --limit 300 \
+        | jq 'select(.publisher_type != "big5")' -c \
+        | python3 ./container_publisher_type.py big5 \
+        | fatcat-cli batch update container --description "Update container publisher_type" --auto-accept
+
+    fatcat-cli search container 'publisher:"wiley" publisher_type:* !publisher_type:big5 !publisher_type:archive' --count
+    # 37
+
+    fatcat-cli search container 'publisher:"wiley" publisher_type:* !publisher_type:big5 !publisher_type:archive' --entity-json --limit 300 \
+        | jq 'select(.publisher_type != "big5")' -c \
+        | python3 ./container_publisher_type.py big5 \
+        | fatcat-cli batch update container --description "Update container publisher_type" --auto-accept
+
+    fatcat-cli search container 'publisher:taylor publisher:francis publisher_type:* !publisher_type:big5 !publisher_type:archive' --count
+    # 558
+
+    fatcat-cli search container 'publisher:taylor publisher:francis publisher_type:* !publisher_type:big5 !publisher_type:archive' --entity-json --limit 300 \
+        | jq 'select(.publisher_type != "big5")' -c \
+        | python3 ./container_publisher_type.py big5 \
+        | fatcat-cli batch update container --description "Update container publisher_type" --auto-accept
+
+    fatcat-cli search container 'publisher:sage publisher_type:* !publisher_type:big5 !publisher_type:archive' --count
+    # 28
+
+    fatcat-cli search container 'publisher:sage publisher_type:* !publisher_type:big5 !publisher_type:archive' --entity-json --limit 300 \
+        | jq 'select(.publisher_type != "big5")' -c \
+        | python3 ./container_publisher_type.py big5 \
+        | fatcat-cli batch update container --description "Update container publisher_type" --auto-accept
+
+Overall, around a thousand containers updated. Changes to releases will not be
+reflected until they are re-indexed.