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Social Network Analysis Data Dashboards

Authors
  • avatar
    Name
    Darren Sholes
    Twitter

I provided technical expertise to the Director of Learning at Root Change, a non-profit working to leverage social network analysis (SNA) to strengthen social infrastructure in the development sector.

I built python and javascript tools to turn relationship data into comprehensive KPIs and visualizations. The tools are used by Root Change employees via Jupyter Notebooks, and generate "static" HTML reports using jinja2, avoiding hosting requirements.

Plots were made interactive using plotly and d3.

Interactive network maps were generated using networkx, pandas, numpy and d3:

map2

KPIs such as Net Promoter Score were visualized with plotly:

survey1