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Final report
Final report is due sunday at midnight
Good Idea
Combine datasets for Boston property assessments
- Link to Boston Property Assessment data.
Tidy:
- Organize it longer instead of wider.
Spooky:
- 2017 is missing coordinates because they used GEO_ID or something instead. Impute coordinates using previous years.
- Check for consistencies in the columns (check data dictionaries)
Maps Demo
Create a simple interactive map demo in Shiny.
- Take a look at Leaflet for Shiny
- Bonus points if the map is of Boston
- Extra bonus points if it's a Shiny Choropleth Map
Map breaking -- stress test
Stress test the map for responsiveness. Add full data load
Docker container for app
Some people are having trouble installing the app. Create a way to build docker containers for this project. It may be useful to provide the instructor with a docker container because some of the mapping dependencies seem wonky.
Wiring up the filters to the map
Filters need to interact with the map
- Respond to clicks too
Modeling
After #3, extract useful information/columns for modeling purposes. Each tab within the shiny app is meant to be a model.
- Decide which models will be most helpful
- Discuss with everyone what was found
Data Preparation
Prepare data for model building. Give group feedback on Wednesday.
Statistical Reporting
Integrate statistical reporting to filters & map
Data Audit
Complete data audit for merged data from #2
Data Audit:
- Frequencies on each column unless there's a lot of values then do an aggregate
- Is Blank analysis on each column
- Note inconsistencies within the data
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