# EV Station dataset from Fintraffic
## Overview
- Dataset from Fintraffic contains the information regarding most current ev charging stations in Finland, which then was later merged with another similar dataset from Google to create a final ev station infrastructure dataset for analysis.
- The data has 3848 entries, with features after cleaning include:
  + station_id: id of the station 
  + station_name: name of the station
  + latitude, longitude: coordinates
  + city: city name
  + operator_name: name of the business owner of the station
  + total_evses: number of electric vehicle supply equipment (evse), or charging posts, in each station
  + total_connectors: number of connectors in each station (each post can have multiple connectors, but only 1 car/post)
  + max_power_kw: the highest capacity connector that that station has in terms of kW
  + total_dc_connectors: total DC connectors
  + total_ac_connectors: total AC connectors
  + highest_power_type: the highest capacity connector that that station has in terms of type, which consists of AC slow/medium/fast, DC slow/fats/ultra fast level 1/ultra fast level 2. 
- After cleaning, all of the features have little to no null values.

## Analysis
Done on the merged dataset.