--- license: cc0-1.0 language: - multilingual tags: - crossref - affiliations data_files: - split: author path: data/author-*.parquet - split: editor path: data/editor-*.parquet - split: translator path: data/translator-*.parquet - split: chair path: data/chair-*.parquet - split: institution path: data/institution-*.parquet - split: project_investigator path: data/project_investigator-*.parquet - split: project_lead_investigator path: data/project_lead_investigator-*.parquet - split: project_co_lead_investigator path: data/project_co_lead_investigator-*.parquet - split: all path: data/all-*.parquet - split: normalized path: - data/normalized-00000-of-00034.parquet - data/normalized-00001-of-00034.parquet - data/normalized-00002-of-00034.parquet - data/normalized-00003-of-00034.parquet - data/normalized-00004-of-00034.parquet - data/normalized-00005-of-00034.parquet - data/normalized-00006-of-00034.parquet - data/normalized-00007-of-00034.parquet - data/normalized-00008-of-00034.parquet - data/normalized-00009-of-00034.parquet - data/normalized-00010-of-00034.parquet - data/normalized-00011-of-00034.parquet - data/normalized-00012-of-00034.parquet - data/normalized-00013-of-00034.parquet - data/normalized-00014-of-00034.parquet - data/normalized-00015-of-00034.parquet - data/normalized-00016-of-00034.parquet - data/normalized-00017-of-00034.parquet - data/normalized-00018-of-00034.parquet - data/normalized-00019-of-00034.parquet - data/normalized-00020-of-00034.parquet - data/normalized-00021-of-00034.parquet - data/normalized-00022-of-00034.parquet - data/normalized-00023-of-00034.parquet - data/normalized-00024-of-00034.parquet - data/normalized-00025-of-00034.parquet - data/normalized-00026-of-00034.parquet - data/normalized-00027-of-00034.parquet - data/normalized-00028-of-00034.parquet - data/normalized-00029-of-00034.parquet - data/normalized-00030-of-00034.parquet - data/normalized-00031-of-00034.parquet - data/normalized-00032-of-00034.parquet - data/normalized-00033-of-00034.parquet --- # Crossref unique affiliations Exact organization strings extracted from Crossref snapshot `2026-07`. For the nine exact-string splits, no trimming, case folding, or Unicode normalization is performed. Repeated leaf occurrences are counted, and empty decoded strings alone are excluded. ## Normalized split The `normalized` split groups the exact strings in `all` after applying this normalization contract: 1. Transliterate Unicode text to ASCII with Unidecode. 2. Convert letters to lowercase. 3. Remove punctuation while preserving internal whitespace. 4. Trim surrounding whitespace. Rows that become empty are excluded and counted in `normalization_metadata.json`. Each output row contains the normalized string, the contributing Crossref sources in registry order, the summed occurrence count, and the number of distinct raw affiliations that collapsed into it.