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Detailed analysis of deadly Australian Bushfires, their locations, number of fires, impact caused by the fires and climate & greenhouse gases role in causing the fires, presented in the form of a web based flask app.

CSS 0.04% JavaScript 0.22% HTML 47.03% Python 0.23% Jupyter Notebook 52.47% Dockerfile 0.01%
python3 javascript flask flask-sqlalchemy plotlyjs html css bootstrap sql mysql-database

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project_australian_bushfires_webapp's Issues

Manipulate/Clean Large Data for Global Fire Map

I am in the process of finding a way to to load large chunk data into a pandas data frame. This requires chunking the data set into several pieces. In order to create the data frame, memory usage needs to be calculated.

Global Bushfires Locations Data

Find global bushfire locations data and add it to the data folder. The data must be from Jan 2015 till Feb 2020 and must have latitudes and longitudes for the fire locations.

Fire Counts Data

Find a data source for Australian Fire counts and add the data files to the data folder in the repo.

Australian Bushfire Locations data

Find Australian bushfire locations data and add it to the data folder. The data must be from Jan 2015 till Feb 2020 and must have latitudes and longitudes for the fire locations.

Reload Data Table in MySQL with additional months

Before continuing on with the routes, templates, and .js file, I will go back and iterate through 4 cleaned csv files. The iterated data in the to_my_sql.py file will contain updated date ranges.

Writing several large data files to SQL

Working with the data has required careful handling to reduce memory usage. My remaining project work will be designed around this theme.

This issue will track my progress through chunking 2018 + 2017 data and writing it to MySQL.

Bushfire Impacts Data

Find all the data that can be represented as 'IMPACTS of BUSHFIRE' in Australia. The impacts could be on human, wildlife, economic, psychological etc. The data could be in the form of csv, API or can be scraped.

Kangaroo Island/National Parks Data

Find all bushfire data (fires, animals, firefighters, anything that would make sense to add to our KI template) related to Kangaroo Island or other National Parks. The data could be in the form of csv files or can be scraped.

Climate Data

Find Australia's climate data that can be correlated to the Australian bushfires and can be shown on graph as a reason contributing towards the bushfires.

Create Master Template

Create the master template that will be used by everyone when building their individual templates (web page for each route). This master template should have the navbar with all the route names and should be reviewed and approved by all group member.

Project Proposal Documentation

Create a one page project proposal document and submit before official project start date. The document will clearly describe the scope of the project.

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