Korea Weather Data EDA (in progress)

  • Source of data is here

  • Information provided includes:

    • Temperature
    • precipitation
    • Wind
    • Atmospheric pressure
    • Humidity
    • Solar radiation
    • Sunlight
    • Snow
    • Cloud ...

Issue with font when displaying Korean character.

  • First, you need to install the font Malgun Gothic by installing file malgun.ttf to display Korean letter in matplotlib.

  • Run the following command to empty cache of matplotlib

    rm ~/.cache/matplotlib -rf
  • Restart the kernel of the notebook if you have already been active.

TODO

  • Plot graphs tools like matplotlib, seaborn...
  • Clean the data with pandas
  • Explore some insights about weather in Korea, especially in summer.
  • Upload the dataset on kaggle