People Data Labs

People Data Labs is a data provider that offers several data APIs for person enrichment & search, company enrichment & search, and IP enrichment.

This example showcases how Hamilton can help you write modular data transformations.

Dataflow visualization generated directly from the Hamilton code.

Content

  • notebook.ipynb is a step-by-step introduction to Hamilton. Start there.
  • analysis.py contains data transformations used by run.py. They're the same as the ones defined in notebook.ipynb.
  • run.py contains code to execute the analysis.

Set up

  1. Create a virtual environment and activate it

    python -m venv venv && . venv/bin/active

  2. Install requirements

    pip install -r requirements.txt

  3. Download the data with this command (it should take ~3mins)

    python download_data.py

  4. Visit the notebook or execute the script

    python run.py

Resources