IS428 2017-18 T1 Assign Tan Zhi Chong

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Problem and Motivation

Mistford is a mid-size city is located to the southwest of a large nature preserve. The city has a small industrial area with four light-manufacturing endeavors. Mitch Vogel, a post-doc student studying ornithology at Mistford College, has found evidence suggesting that the number of nesting pairs of the Rose-Crested Blue Pipit, a popular local bird due to its attractive feathers and pleasant songs, is decreasing. The Pangera Ornithology Conservation Society is sponsoring Mitch on a research to uncover the possible causes of the decrease in the population of the Rose-Crested Blue Pit. With access to the following data:

  1. Sensor Data – Hourly readings of the chemical levels detected by the 9 monitors
  2. Meteorological Data – Wind Direction and Wind speed collected on 3 hours intervals
  3. Monitor Data – X and Y Coordinates of the 9 monitors

, Mitch has sought out help in analysing these datasets to find out the possible reasons for the drop in Rose-Crested Blue Pit.

Dataset Analysis & Transformation Process

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Issue 1:

  • There is only one location data provided, which shows the x and y coordinates of the 9 monitors. The data does not contain the coordinates of the factories.
  • Luckily, the coordinates of the factories can be found inside the data description file.

Solution 1:

  • Insert the coordinates of the factories into our location data.
  • Save the file separately as “Location Data”