hackforla / hackforla/data-science

COVID 19 impact project

Open
#110 17 comments 0 reactions 0 assignees View on GitHub
complexity: missing epic feature: guide In Progress milestone: missing project duration: one time project: 311 Data ready for product role: data analysis size: epic size: missing To Update !
Dominant language
Jupyter Notebook
Stars
33
Forks
22
PR merge metrics
No merged PRs in 30d

Description

### Dependency
Access to clean 311 data from 311-data-org team
Project one sheet (can continue issue w/o completion of one sheet template)

### Overview
Investigate methods for mapping COVID-19 data for LA County to the 311-data tool and assess additional data that can be mapped using the 311-data tool

### Action Items
- [x] Find available data sources and add to Resources section below
- [x] Determine is this is one-time or ongoing project (and assign appropriate label)
- [x] Write one-sheet
- [x] Define stakeholder (Access the data and 311 teams used for educational puposes)
- [x] Summarize project including value add
- [x] Define project 6 month roadmap
- [x] Detail history (if any)
- [x] Define tools to be used to visualize combined data
- [ ] Create issues for the following
- [ ] EDA Tasks
- [ ] Combine data from years into one data set and see differences
- [ ] Data Dictionary
- [ ] Data Cleaning
- [ ] Identify data sets with COVID-19 data linked to location or GPS coordinates
- [ ] Assess statistically significant changes in 311-reports by area due to quarantine actions
- [ ] Assess differential impact on communities related to request type and request volume
- [ ] Generate web document/Jupyter notebook report
- [ ] Assess with frontend/backend feasibility and value of adding visualizations to main tool

### Resources
http://publichealth.lacounty.gov/media/Coronavirus/locations.htm
https://occovid19.ochealthinfo.com/coronavirus-in-oc
https://csungis.maps.arcgis.com/apps/webappviewer/index.html
https://github.com/CSSEGISandData/COVID-19/tree/master/csse_covid_19_data/csse_covid_19_time_series
https://covidtracking.com/data
https://data.lacity.org/browse?q=covid&sortBy=relevance
https://geohub.lacity.org/search?q=covid%2019
https://huggingface.co/311-data

#### Data needed from 311 project
all data from three years before covid shutdown and all data during
will not need an ongoing pipeline but probably we be revised to update it the shutdowns ever end.
We have got Data during Covid lockdowns from March 2020 till June 2021 but we don't have the data from prior to lockdown.

Contributor guide

Open the contributing guide

Assessment

This issue has not been assessed yet.

Get new issues in your inbox

A short digest of beginner-friendly GitHub issues.