The accuracy of weather predictions greatly impacts various industries such as agriculture, aviation, and energy. With the advancements in technology, the availability of weather data has increased significantly, providing opportunities for machine learning algorithms to make more accurate predictions. In this article, we will explore the 10 best datasets for weather prediction in 2023.
Dataset Name | Type of Data | Size | Download Link | Description |
---|---|---|---|---|
Weather Time Series | Weather Data | 14,336 Samples | https://github.com/MathDR/Weather-Time-Series-Data-Set | The Weather Time Series dataset contains information on weather patterns, including features like temperature, wind speed, and more. |
Hourly Weather Surface | Weather Data | 67,584 Samples | https://github.com/MathDR/Hourly-Weather-Surface-Data-Set | The Hourly Weather Surface dataset contains information on weather patterns, including features like temperature, wind speed, and more. |
Global Historical Climatology Network | Weather Data | 9,064,205 Samples | https://www.ncdc.noaa.gov/cdo-web/search?datasetid=GHCND | The Global Historical Climatology Network dataset contains information on weather patterns, including features like temperature, precipitation, and more. |
Climate Data Online | Weather Data | Unknown | https://www.ncei.noaa.gov/data/climate-data-online/ | The Climate Data Online dataset contains information on weather patterns, including features like temperature, precipitation, and more. |
National Centers for Environmental Information | Weather Data | Unknown | https://www.ncei.noaa.gov/ | The National Centers for Environmental Information dataset contains information on weather patterns, including features like temperature, precipitation, and more. |
Climate Data Library | Weather Data | Unknown | https://www.ncei.noaa.gov/data/climate-data-library/ | The Climate Data Library dataset contains information on weather patterns, including features like temperature, precipitation, and more. |
Energy and Power Outlook | Energy and Weather Data | Unknown | https://www.eia.gov/outlooks/aeo/data/browser/#/topic/0?currentview=table | The Energy and Power Outlook dataset contains information on energy and weather patterns, including features like temperature, wind speed, and more. |
European Centre for Medium-Range Weather Forecasts | Weather Data | Unknown | https://www.ecmwf.int/en/forecasts/datasets | The European Centre for Medium-Range Weather Forecasts dataset contains information on weather patterns, including features like temperature, wind speed, and more. |
World Climate Data | Weather Data | Unknown | https://worldclim.org/data | The World Climate Data dataset contains information on weather patterns, including features like temperature, precipitation, and more. |
OpenWeatherMap | Weather Data | Unknown | https://openweathermap.org/data | The OpenWeatherMap dataset contains information on weather patterns, including features like temperature, wind speed, and more. |