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diff --git a/extra/extid_map/README.md b/extra/extid_map/README.md new file mode 100644 index 00000000..d972ae25 --- /dev/null +++ b/extra/extid_map/README.md @@ -0,0 +1,109 @@ + +Process for generating a sqlite3 database file mapping between: + +- DOI +- Wikidata QID +- CORE database id +- PubMed Central id +- PubMed id + +This fast/indexed local database file, which is about a gigabyte compressed, is +useful for optimizing some fatcat 'release' entity imports and operations. + +There is an example database at <https://archive.org/details/ia_journal_pid_map_munge_20180908> + +## Data Sources + +EuropePMC mapping (more works than the USA PubMedCentral mapping) +- <ftp://ftp.ebi.ac.uk/pub/databases/pmc/DOI/PMID_PMCID_DOI.csv.gz> +- <https://archive.org/details/europepmc-id-map-2018-08-31> + +Wikicite data snapshot +- <https://archive.org/details/wikicite-biblio-data-20180903> + +CORE dataset +- <https://core.ac.uk/services#api> +- <https://archive.org/download/core_oa_metadata_20180301> + +## Wikidata Extract + +Early query: + + zcat wikidata-20180806-publications.ndjson.gz.crdownload | rg '"P356"' | jq '{qid: .id, doi: .claims.P356[0]}' -c | pv -l | head + +Polished: + + zcat wikidata-20180903-publications.ndjson.gz | rg '"P356"' | jq '[(.claims.P356[0] | ascii_downcase), .id] | @tsv' -cr | pv -l > doi_wikidata.20180903.tsv + + # 13.6M 0:26:13 [8.65k/s] + +Hrm, got this but seemed to continue: + + jq: error (at <stdin>:455616): explode input must be a string + +## CORE Extract + + xzcat core_json/*.json.xz | jq -rc 'select(.doi != null) | [(.doi | ascii_downcase), .coreId] | @tsv' | pv -l > doi_core.20180301.tsv + + # bnewbold@bnewbold-dev$ wc -l doi_core.20180301.tsv + # 28210779 doi_core.20180301.tsv + +## PMCID/PMID + +In a nice CSV format, no extract needed. + + bnewbold@bnewbold-dev$ zcat PMID_PMCID_DOI.csv.gz | rg doi.org | wc -l + 19441168 + +## sqlite schema + + CREATE TABLE ids (doi text not null, core int, pmid int, pmcid text, wikidata text); + CREATE UNIQUE INDEX ids_doi on ids (doi); + +Run CORE import first (largest mapping, thus fewest exception/update paths), +then pubmed, then wikidata. + +## Run import + + cat doi_core.20180301.tsv | ./load_core.py release_ids.db + => read 28210000, wrote 28210000 + => overnight? but seemed to run fast + + zcat doi_wikidata.20180903.tsv.gz | ./load_wikidata.py release_ids.db + => uhoh, seems very slow. lots of IOWAIT. switching to host with SSD + => wow, like 5-10x faster at least. sigh. + => ran in a few hours + + zcat PMID_PMCID_DOI.csv.gz | ./load_pmc.py release_ids.db + => read 29692000, wrote 19441136 + + + sqlite> select count(*) from ids; + 24831337 + + # only 2.3 million works have all IDs + sqlite> select count(*) from ids where wikidata not null and core not null and pmid not null; + 2314700 + + # almost (but not all) PubMedCentral items are PubMed items + sqlite> select count(*) from ids where pmid not null; + 19328761 + sqlite> select count(*) from ids where pmcid not null; + 3739951 + sqlite> select count(*) from ids where pmcid not null and pmid not null; + 3682486 + + # wikidata DOIs seem to mostly come from pmid mapping + sqlite> select count(*) from ids where wikidata not null; + 13608497 + sqlite> select count(*) from ids where pmid not null and wikidata not null; + 13179156 + + # core IDs are more independent (?) + sqlite> select count(*) from ids where core not null; + 7903910 + sqlite> select count(*) from ids where core not null and wikidata not null; + 2372369 + sqlite> select count(*) from ids where core not null and pmid not null; + 2783344 + |