# Multi-source Employee Data

| **Save engineering resources**         | Our Multi-source Employee dataset is cleaned, enriched, and ready to use.    |
| -------------------------------------- | ---------------------------------------------------------------------------- |
| **Comprehensive multi-source dataset** | Multiple sources are integrated to provide a complete employee profile.      |
| **Optimized file sizes and formats**   | Use JSONL or Parquet format and smaller file sizes for faster download.      |
| **Leverage historical data**           | Track changes in employee metrics over time with aggregated historical data. |

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## Summary

| Feature            | Details                    |
| ------------------ | -------------------------- |
| Available via      | Flat files/API             |
| Delivery frequency | Weekly, monthly, quarterly |
| Available formats  | JSONL, Parquet             |
| Scraping since     | 2016-07                    |

## Related links

<table data-view="cards"><thead><tr><th></th></tr></thead><tbody><tr><td><a href="multi-source-employee-data/dictionary-multi-source-employee-data">Dictionary: Multi-Source Employee Data</a></td></tr><tr><td><a href="multi-source-employee-data/sample-multi-source-employee-data">Sample: Multi-Source Employee Data</a></td></tr><tr><td><a href="../employee-api/multi-source-employee-api">Multi-source Employee API</a></td></tr></tbody></table>