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  1. downloaded the data file from kaggle
  2. since data has been web scraped, cleaning was needed with the help of pandas
    • drop empty columns
    • seperated location into state, city
    • replace -1 and other types of empty value with np.NaN value
    • change salary column from string value to int value for easier calculation
    • exported cleaned data file
  3. creating the graphical analysis with help of tableau

final tableau project page link: https://public.tableau.com/profile/leonhard.liu#!/vizhome/ironhack_project/Story1?publish=yes

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