ISSS608 2018-19 T1 Assign HyderAli Task 2 Insights
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To investigate the citizen air quality data, we consolidate the Citizen Science Air Quality data for years in both 2017 and 2018. Next, we proceed to decode the geohashes into latitude/longitude pairs with the consolidated data consisting of 3,610,146 measurements.
Characterize the sensors' coverage, performance and operation. Are they well distributed over the entire city? Are they all working properly all the times? Can you detect any unexpected behaviours of the sensors through analyzing the readings they capture? Limit your response to no more than 4 images and 600 words.
Air Pollution Levels in Sofia City: From 2013 to 2018
Now turn your attention to the air pollution measurements themselves. Which part of the city shows relatively higher readings than others? Are these differences dependent? Limit your response to no more than 6 images and 800 words.