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Weather Dataset README

Overview

This dataset contains weather data for Ankara, Turkey, from 2016-04-01 to 2022-04-01. The dataset is composed of weather-related measurements and information, such as temperature, precipitation, wind speed, and other relevant parameters.

Dataset Description

Each row in the dataset represents a single day's weather data. The columns in the dataset are as follows:

  • name (string): Name of the location (Ankara)
  • datetime (string): Date in the format "YYYY-MM-DD"
  • tempmax (float64): Maximum temperature in Celsius
  • tempmin (float64): Minimum temperature in Celsius
  • temp (float64): Average temperature in Celsius
  • feelslikemax (float64): Maximum "feels like" temperature in Celsius
  • feelslikemin (float64): Minimum "feels like" temperature in Celsius
  • feelslike (float64): Average "feels like" temperature in Celsius
  • dew (float64): Dew point temperature in Celsius
  • humidity (float64): Humidity percentage
  • precip (float64): Precipitation amount in millimeters
  • precipprob (int64): Precipitation probability percentage
  • precipcover (float64): Precipitation coverage percentage
  • preciptype (null): Precipitation type (should be null in the dataset, otherwise an error)
  • snow (float64): Snowfall amount in centimeters
  • snowdepth (float64): Snow depth in centimeters
  • windgust (float64): Maximum wind gust speed in kilometers per hour
  • windspeed (float64): Average wind speed in kilometers per hour
  • winddir (float64): Wind direction in degrees (0-360)
  • sealevelpressure (float64): Sea-level pressure in millibars
  • cloudcover (float64): Cloud coverage percentage
  • visibility (float64): Visibility distance in kilometers
  • solarradiation (float64): Solar radiation in Watts per square meter
  • solarenergy (float64): Solar energy in kilojoules per square meter
  • uvindex (int64): UV index value
  • severerisk (float64): Severe weather risk percentage
  • sunrise (string): Sunrise time in the format "YYYY-MM-DDTHH:mm:ss"
  • sunset (string): Sunset time in the format "YYYY-MM-DDTHH:mm:ss"
  • moonphase (float64): Moon phase value (0 to 1)
  • conditions (string): General weather conditions
  • description (string): Detailed weather description
  • icon (string): Weather icon identifier
  • stations (string): Comma-separated list of weather station IDs

Notes

Please note that there are some errors in the dataset, such as non-null values in the "preciptype" column. Be sure to handle these cases appropriately when processing the data.