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Prodigy_DS_01

Population Analysis of India (1960 - 2020) ๐Ÿ“Š

  1. Data Loading and Cleaning:

    • The initial dataset (df1) contains information on the total population of various countries from 1960 to 2022.
    • Unnecessary columns like 'Country Code', 'Indicator Name', and 'Indicator Code' were dropped to create a cleaner dataset (df2).
  2. India's Population Overview:

    • The script confirms the presence of data for India using the isin function, indicating that India is indeed present in the dataset.
    • A subset of the dataset (cont) focusing on India's population over the years was extracted.
  3. Population Visualization:

    • The script generates a bar plot and a histogram to visualize India's population trend from 1960 to 2020.
    • The bar plot shows a steady increase in population over the years.
    • The histogram provides a distribution of population data, highlighting the most frequent population ranges.
  4. Conclusion:

    • The analysis reveals a consistent growth in India's population over the examined period.
    • The visualizations offer a clear representation of the population dynamics, showcasing the overall trend and distribution.
  5. Usage:

    • Users can utilize this script to analyze population data for different countries by modifying the country names in the isin and subsequent filtering steps.
    • The script can be a useful starting point for exploring and visualizing population trends using Pandas and Matplotlib.

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