CodeForPhilly / paws-data-pipeline

PAWS Data Pipeline Project
MIT License
16 stars 9 forks source link

The Philadelphia Animal Welfare Society (PAWS)

As the city's largest animal rescue partner and no-kill animal shelter, the Philadelphia Animal Welfare Society (PAWS) is working to make Philadelphia a place where every healthy and treatable pet is guaranteed a home. Since inception over 10 years ago, PAWS has rescued and placed 27,000+ animals in adoptive and foster homes, and has worked to prevent pet homelessness by providing 86,000+ low-cost spay/neuter services and affordable vet care to 227,000+ clinic patients. PAWS is funded 100% through donations, with 91 cents of every dollar collected going directly to the animals. Therefore, PAWS' rescue work (including 3 shelters and all rescue and animal care programs), administration and development efforts are coordinated by only about 70 staff members complemented by over 1500 volunteers.

The Data Pipeline

Through all of its operational and service activities, PAWS accumulates data regarding donations, adoptions, fosters, volunteers, merchandise sales, event attendees (to name a few), each in their own system and/or manual tally. This vital data that can drive insights remains siloed and is usually difficult to extract, manipulate, and analyze.

This project provides PAWS with an easy-to-use and easy-to-support tool to extract constituent data from multiple source systems, standardize extracted data, match constituents across data sources,
load relevant data into Salesforce, and run an automation in Salesforce to produce an RFM score. Through these processes, the PAWS data pipeline has laid the groundwork for facilitating an up-to-date 360-degree view of PAWS constituents, and flexible ongoing data analysis and insights discovery.

Uses

Code of Conduct

This is a Code for Philly project operating under their code of conduct.

Links

Slack Channel
Wiki