Code and data from my SWIB20 presentation Watch here: https://www.youtube.com/watch?v=OvcBBRZ_sUM
You are probably most intrested in the data that goes beyond that presented in the slides, the long tails, etc. Best way to view this data is from the PDF presentation, each viz has a link to the data source which has more data. But here are those links:
1 Year of ingest history: https://github.com/thisismattmiller/swib-2020-resources/blob/main/aggregate_data/report_hisogram.csv
Label Changes: https://github.com/thisismattmiller/swib-2020-resources/blob/main/aggregate_data/label_changes.json
Label Vandalism: https://github.com/thisismattmiller/swib-2020-resources/blob/main/aggregate_data/label_changes_possible_vandalism.json
Instace Of for Wikidata Items: https://github.com/thisismattmiller/swib-2020-resources/blob/main/aggregate_data/wiki_instance_of.json
RDF Type for LC authoritites: https://github.com/thisismattmiller/swib-2020-resources/blob/main/aggregate_data/lc_type_of.json
Site links for Wiki items: https://github.com/thisismattmiller/swib-2020-resources/blob/main/aggregate_data/wiki_site_links.json
Identifier links for wiki items: https://github.com/thisismattmiller/swib-2020-resources/blob/main/aggregate_data/wiki_identifier_links.json
Properties for Wiki items: https://github.com/thisismattmiller/swib-2020-resources/blob/main/aggregate_data/wiki_claims_count.json
LC Variant Labels: https://github.com/thisismattmiller/swib-2020-resources/blob/main/aggregate_data/lc_number_of_variant_labels.json
Wiki Variant Labels: https://github.com/thisismattmiller/swib-2020-resources/blob/main/aggregate_data/wiki_label_count.json
The data used to create all the information in the presentation is a subset of id.loc.gov and Wikidata. It is available as bulk new line deliminted json files:
All LC Authorties used: https://thisismattmiller.s3.amazonaws.com/swib2020/lc_entities.ndjson.gz
All Wiki Entities used: https://thisismattmiller.s3.amazonaws.com/swib2020/wikidata_entities.ndjson.gz
LC Resource Subject of: https://thisismattmiller.s3.amazonaws.com/swib2020/lc_resources_subject_of.ndjson.gz
LC Resource Contributor to: https://thisismattmiller.s3.amazonaws.com/swib2020/lc_resources_contributor_to.ndjson.gz
Download, ungzip and place them some where
The scripts in the get_data_scripts directory download the data and build the above bulk files, so no need to run these. The script in the build_data_scripts builds the data used in the presentation, to use these just modify where the bulk files are now located on your computer in the vairables at the top of the script.