EGH404: Portfolio - Data Analysis - Engineering Assignment Help

Assignment Task:

Part 1: Data Preparation (25%)
• Import the dataset into Matlab
• Determine minimum, maximum, and average for columns 2, 3, 4, 5 and 6
• Provide a box and whiskers plot for column 5 and 6
• Create a scatter plot to look for a correlation between column 4 and 6
• Create a histogram for sensor value A using 10 bins of equal size

Part 2: Data Analysis (50%)
The dataset contains 10 values per location. For each of the 153,709 locations:
• Determine the average number of people and plot the average for the top 100 locations with the most people on average
• Determine the minimum and maximum temperature and plot the both values for the top 100 locations of the maximum temperature For the entire data set, is there:
• A correlation between temperature and rainfall? Provide a plot and written answer (3 sentences max, let the plot do the talking)
• A correlation between Sensor value B and the number of people? Provide a plot and written answer (3 sentences max, let the plot do the talking)
What is the expected temperature when rainfall is between 15 and 50mm based on the dataset provided?

Part 3: Spatial Analysis (25%)
• Import the dataset into QGIS
• Create a map that color-codes the locations based on sensor value A
• Create a map that color-codes the locations based on minimal rainfall and uses marker sizes based on the maximum number of people in the location
• Create a heat map for the maximum sensor value B values per location

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