Dark Mode
Five-Year Weather and Air Quality Trends for Bangalore
Data Science and Analytics
Tags and Keywords
Trusted By
"No reviews yet"
Free
About
Gain insights into Bangalore's atmospheric conditions and air quality trends from 2018 to 2023. This dataset aggregates key meteorological parameters and Air Quality Index (AQI) metrics to facilitate environmental analysis in one of India's major urban hubs. It serves as a valuable resource for examining the correlation between weather patterns—such as temperature, wind speed, and humidity—and particulate matter concentrations. The data is primed for predictive modelling and climate research, offering a granular view of the city's changing environment over a five-year period.
Columns
- T: Average annual temperature.
- TM: Annual average maximum temperature.
- Tm: Average annual minimum temperature.
- SLP: Sea Level Pressure.
- H: Humidity percentage.
- VV: Visibility (Visual range).
- V: Annual average wind speed.
- VM: Maximum wind speed.
- PM 2.5: Air Quality Index (Dependent variable representing particulate matter).
Distribution
- Format: CSV
- Size: 62.1 kB
- Structure: 9 columns; 1,096 valid records.
Usage
- Machine Learning: Ideal for training models (e.g., XGBoost, AutoML) to predict AQI levels based on weather parameters.
- Urban Planning: Assists in monitoring environmental health and planning urban sustainability initiatives.
- Climate Research: Enables the study of seasonal weather trends and their impact on pollution in Asian cities.
- Business Intelligence: Useful for sectors sensitive to weather conditions and air quality.
Coverage
- Geographic: Bangalore, India.
- Time Range: 2018 – 2023.
- Update Frequency: Annually.
License
CC0: Public Domain
Who Can Use It
- Data Scientists: For developing regression models and predictive analytics.
- Meteorologists: To analyse local weather patterns and atmospheric pressure changes.
- Environmental Researchers: For tracking pollution trends and assessing air quality interventions.
- Civic Authorities: To inform public health policies regarding air quality.
Dataset Name Suggestions
- Bangalore AQI & Weather Metrics (2018-2023)
- Bangalore Atmospheric Data: Pollution & Climate
- Five-Year Weather and Air Quality Trends for Bangalore
Attributes
Original Data Source: Five-Year Weather and Air Quality Trends for Bangalore
QUALITYLoading...