| # 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. | |