Baselight

Global GDP & Population Dataset(2023)- Ready To Go

A well-structured dataset combining GDP and population data for insights.

@kaggle.rizwanbinakbar_global_gdp_and_population_dataset2023_r_2b095660

About this Dataset

Global GDP & Population Dataset(2023)- Ready To Go

This dataset merges global GDP and population data for 2023 into a structured and analysis-ready format. The raw data originally contained inconsistencies like currency symbols, commas, and percentage signs, which have been carefully cleaned and formatted.
🛠 Data Cleaning Steps:

Merged GDP and Population data using the country name as the key.

Removed unnecessary characters (e.g., $, %, , from numeric columns).

Converted GDP figures from text (trillion/billion format) into absolute values.

Handled missing values to maintain data consistency.

Rearranged column order for better readability.

📂 Columns in the Dataset:

Country – Name of the country.

Population – Total population in 2023.

Area – Total land area (sq km).

Languages – Official languages spoken.

Currencies – National currencies used.

Region & Sub-region – Geographical classification.

Capital – Country's capital city.

GDP (2023) – Total nominal GDP in USD.

GDP per Capita – GDP divided by population.

GDP Growth – Percentage increase/decrease in GDP.

Share of World GDP – Country's contribution to global GDP.

💡 Why Use This Dataset?

This dataset is perfect for data visualization, economic analysis, and machine learning models. You can:
✅ Compare GDP & population across different regions.
✅ Analyze economic growth trends.
✅ Create stunning visualizations (bar charts, pie charts, choropleth maps).
✅ Build predictive models on economic indicators.
🔗 Credits & Source:

The original GDP and population data were collected from [reliable global sources] (add the actual sources here).

Cleaning and transformation were done using Python (Pandas, NumPy, Matplotlib/Seaborn for visual checks).

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