Nonprofit Managers and Boards Members

Project description…

Importance of nonprofit sector leaders and stewards… individuals are unit of analysis.

• Managerial roles
• Key employees and highly-paid professionals
• Board composition
• Compensation practices

Data Overview

Details on IRS 990 e-file data from AWS.

Raw Data Problems

Challenges include:

Unstructured text

cfo, executive director - no longer director, president local # 18, foundation mana, director of park planning & development, director, scout execut, controller, dir & president, senior vp, operations manager, manager/ceo, chief executive officer, director, business man, executive di, executive director, executive di, executive director as of 10/25/2016 3, program director, executive di, business agent, executive director, field representative - new and golf course superintendent

Poorly-Structured Codes

Data Refinement

• Transformation of unstructured titles into a coherent taxonomy
• Job titles parsed into roles (hierarchy) and responsibilities (domains )
• Raw name text parsed into structured fields
• First, middle and last names disambiguated
• Gender coding
• Synthetic IDs

Open Data

Resulting dataset is provided free of charge under a CC license.