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This is part of the ingestion process for [OpenAleph](https://openaleph.org) but can be used standalone or in other applications as well.\n\n`ftm-analyze` outsources the \"analyze\" pipeline from [ingest-file](https://openaleph.org/docs/lib/ingest-file/).\n\n## Features\n\n- Detect language\n- Detect country based on location names\n- Named Entity Extraction (via [spacy](https://spacy.io/)) and schema prediction\n- Convert `Mention` entities into their resolved counterparts if they are known (via [juditha](https://github.com/dataresearchcenter/juditha))\n- Extract email, phonenumbers, ibans (with [schwifty](https://schwifty.readthedocs.io/en/latest/))\n- Annotate extracted patterns and names for full text search\n\n## Installation\n\n    pip install ftm-analyze\n\n## Quickstart\n\n    ftm-analyze analyze -i s3://data/entities.ftm.json\n\n## Documentation\n\nhttps://docs.investigraph.dev/lib/ftm-analyze\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fopenaleph%2Fftm-analyze","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fopenaleph%2Fftm-analyze","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fopenaleph%2Fftm-analyze/lists"}