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ev_station_readme.md
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# EV Station dataset from Fintraffic
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## Overview
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- 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.
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- The data has 3848 entries, with features after cleaning include:
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+ station_id: id of the station
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+ station_name: name of the station
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+ latitude, longitude: coordinates
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+ city: city name
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+ operator_name: name of the business owner of the station
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+ total_evses: number of electric vehicle supply equipment (evse), or charging posts, in each station
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+ total_connectors: number of connectors in each station (each post can have multiple connectors, but only 1 car/post)
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+ max_power_kw: the highest capacity connector that that station has in terms of kW
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+ total_dc_connectors: total DC connectors
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+ total_ac_connectors: total AC connectors
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+ 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.
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- After cleaning all of the features have little to no null values.
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## Analysis
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Done on the merged dataset.
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