EV Charging Data Platform

Proof of Concept for Data Ingestion and Standardization

1. Data Consolidation Pipeline

Simulates the ingestion and transformation of different data sources (weekly sessions, monthly usage, and station status) into a single, unified dataset. This process ensures consistent formatting and a clean schema for downstream applications.

Click to start the process.

2. Export Standardized Data

A single, consolidated CSV file is generated from the standardized dataset, ready for direct use in mapping and business intelligence tools.

3. ArcGIS Visualization (Mock)

This section demonstrates the potential of visualizing the standardized data. The mock map below would allow for:

  • Displaying charging station locations with status (Active, Under Maintenance, Offline).
  • Creating layers for usage metrics like sessions and kWh delivered, symbolized by size or color.
  • Using a time-slider to filter and compare historical data from Jan 2024 to Jul 2024.
This area represents an embedded ArcGIS map visualization.