cspence001 / nyc_ppp_loan

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

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.

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Dashboard Application

• Utilizes in-script computation for industry chart and table displays, offering quantitative data review.
• Interactive Map Display of loan recipients

application