# AIA Pokemon forecast — Data

来源：https://www.kaggle.com/competitions/aia-hs3-ml/data

采集时间：2026-10-20T04:32:25Z

## File description ##
- train.csv - the training set
- test.csv - the test set
- sampleSubmission.csv - a sample submission file in the correct format

## 資料包括之欄位如下: ##
- appearedTimeOfDay - time of the day of a sighting (night, evening, afternoon, morning)
- appearedHour/appearedMinute - local hour/minute of a sighting (numeric)
- terrainType - terrain where pokemon appeared described with help of GLCF Modis Land Cover (numeric)
- closeToWater - did pokemon appear close (100m or less) to water (Boolean, same source as above)
- city - the city of a sighting (nominal)
- continent (not always parsed right) - the continent of a sighting (nominal)
- weather - weather type during a sighting (Foggy Clear, PartlyCloudy, MostlyCloudy, Overcast, Rain, BreezyandOvercast, LightRain, Drizzle, BreezyandPartlyCloudy, HeavyRain, BreezyandMostlyCloudy, Breezy, Windy, WindyandFoggy, Humid, Dry, WindyandPartlyCloudy, DryandMostlyCloudy, DryandPartlyCloudy, DrizzleandBreezy, LightRainandBreezy, HumidandPartlyCloudy, HumidandOvercast, RainandWindy)
- temperature - temperature in celsius at the location of a sighting (numeric)
- windSpeed - speed of the wind in km/h at the location of a sighting (numeric)
- windBearing - wind direction (numeric)
- pressure - atmospheric pressure in bar at the location of a sighting (numeric)
- weatherIcon - a compact representation of the weather at the location of a sighting (fog, clear-night, partly-cloudy-night, partly-cloudy-day, cloudy, clear-day, rain, wind)
- population density - what is the population density per square km of a sighting (numeric, Source)
- urban-rural - how urban is location where pokemon appeared (Boolean, built on Population density, <200 for rural, >=200 and <400 for midUrban, >=400 and <800 for subUrban, >800 for urban)
- gymDistanceKm, pokestopDistanceKm - how far is the nearest gym/pokestop in km from a sighting? (numeric, extracted from this dataset)
- gymIn100m-pokestopIn5000m - is there a gym/pokestop in 100/200/etc meters? (Boolean)
- cooc 1-cooc 151 - co-occurrence with any other pokemon (pokemon ids range between 1 and 151) within 100m distance and within the last 24 hours (Boolean) [List of Pokémon by National Pokédex number](https://bulbapedia.bulbagarden.net/wiki/List_of_Pok%C3%A9mon_by_National_Pok%C3%A9dex_number)
- class - says which pokemon it is, to be predicted.