UN Global Water Data 2012-2022

Dataset Overview:
The "UN Global Water Data 2012-2022" dataset compiles global water access and sanitation metrics, highlighting changes over a decade.

Data Science Applications:
Useful for predictive modeling, geographic analysis, and trend visualization in water access and public health sectors. Further data will require cleaning to remove null columns etc .

Column Descriptors:

• DATAFLOW: Data collection framework
• REF_AREA: Geographic area covered
• INDICATOR: Specific metric measured
• SEX: Gender breakdown, if applicable
• TIME_PERIOD: Year of data collection
• OBS_VALUE: The observed value or measurement
• UNIT_MEASURE: Units of measurement used
• Additional columns include details on data sources, observation status, and methodological notes.

Ethically Collected Data:
Ensures adherence to ethical standards in data collection, respecting privacy and consent.

Acknowledgments:
Thanks to UNICEF Data Warehouse for providing this dataset. Explore more at UNICEF Data Explorer.

Also thank you to the Daily News archives for the dataset image used here article.