IS428 2018-19 T1 Assign Cliff Halim Tirtamaya

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Problem & Motivation

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Dataset Analysis & Transformation Process

Official Air Quality (EEA Data)

The EEA Dataset comprises of air quality data for Sofia in separate spread sheets according to years.

  1. Need to combine datasets
  2. Similar headings
  3. Use Command Prompt copy function

Link: http://www.tomnash.eu/how-to-combine-multiple-csv-files-into-one-using-cmd/

  1. Daily Air data and Metadata are left-joined to Daily Air data on Air Quality Station - the unique identifier for each of the 6 stations.
  2. Changed DateTime Begin and End dimensions to Date & Time type of dimension

Link of Google Map of Sofia: https://www.google.com.sg/maps/place/Sofia+City+Province,+Bulgaria/@42.6860472,23.3214962,10.96z/data=!4m5!3m4!1s0x40aa868332a0a5a3:0x300a01269bf4d70!8m2!3d42.7570109!4d23.4504683


Dataset Import Structure & Process

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Interactive Visualization

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Home Dashboard

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Main Tasks

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Task 1: Spatio-temporal Analysis of Official Air Quality

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Task 2: Spatio-temporal Analysis of Citizen Science Air Quality Measurements

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Task 3: External Factors

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References

In the completion of the analysis, the following references have been extremely useful: