/nyc_ppp_loan

Analyze PPP loan data for NYC businesses during COVID-19. Explore industry breakdowns and job retention efforts. Visualize with interactive dashboard.

Primary LanguageJupyter NotebookGNU General Public License v3.0GPL-3.0

nyc_ppp_loan

NYC PPP Loan Project

Explore PPP loan data for NYC businesses. Analyze 17,550 recipients of loans ≥ $150K (as of July 6, 2020). Visualize industry breakdowns and job retention efforts during the COVID-19 pandemic.

proposal
process presentation
Dataset Details
  • Obtained from data.BetaNYC via Treasury Department and SBA, it quantifies industry breakdowns, job retention, and loan totals.
source data
Techniques Used
  • CSV extraction and transformation of industry codes using NAICS reference numbers.
  • Geocoding to convert business addresses into map coordinates.
notebook
Dashboard Application
  • Utilizes in-script computation for industry chart and table displays, offering quantitative data review.
  • Interactive Map Display of loan recipients
application