Predict Air Quality Index for Delhi

Parameters Used -

• Temperature

• Wind speed

• Relative Humidity

• Traffic index

• Air quality of previous day

• Industrial parameters such as power plant emissions

Algorithm Used -

• Support Vector Machine (SVM)
• Naive Bayes
• Other NN algo's

Variation of PM 2.5 values over the last 3 years (Jan 2013 - Dec 2015)

Data Sources

• Data for PM 2.5 provided by US Embassy in Delhi
• Meteorologiacal Data
• Traffic Data provided by CRRI
• PM 2.5 Ratings

PM 2.5	Condition	Rating
0-30	Good	1
31-60	Satisfactory	2
61-90	Moderately Polluted	3
91-120	Poor	4
121-250	Very Poor	5
250+	Severe	6