Before diving into analysis, you must parse the JSON format to identify key fields. Typically, these include:
Ideal for loading and cleaning JSON data into a structured DataFrame.
Latitude and longitude coordinates or ZIP codes for spatial mapping. NYC311Calls.json
The city department responsible for the resolution (e.g., NYPD or DSNY). 2. Tools for Analysis
Certain neighborhoods may show higher frequencies of specific issues, like sanitation or infrastructure repairs. Before diving into analysis, you must parse the
Analyzing the "Closed Date" relative to the "Created Date" can provide a snapshot of agency response efficiency. 4. Why This Matters
To process NYC311Calls.json , developers often use a mix of programming and visualization tools: The city department responsible for the resolution (e
The specific nature of the request (e.g., "Illegal Parking" or "Rodent"). Created Date: Timestamp for when the call was logged.