Public Data APIs - Temperature Values - Computer Science Assignment Help

Assignment Task :

1. This problem involves pulling data from public data APIs, deriving results from the data and outputting the computed results as a JSON file. You will utilize the APIs from MetaWeather For details on how to use their APIs to get weather data, please refer to the site’s documentation and the jupyter notebook that was covered in class. Write Python code to perform the following: 

i. Pull daily weather data for San Francisco for the month of February (2/1/2020 – 2/29/2020). Filter out all the forecast weather data (i.e. only include data that has the “applicable_date” on the same day as the “created” field). For example, the following shows the partial data (only created, applicable_date and the_temp are shown) for 2/27/2020. Only the rows with “created” on 2020-02-27 should be kept (shown in red) and all the others should be filtered out.

ii. Compute the maximum, minimum and average temperature for each day in February from the temperatures extracted in the previous step. For example, for 2/27, you will compute the maximum, minimum and average temperature using the 8 temperature values (in the red bold rows above) for that day. 

iii. Write out the maximum, minimum and average temperatures by day to a JSON file (temp_stats.json) and it should look like this

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