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https://github.com/carlaiau/flatten-the-curve
COVID-19: By the numbers. Presenting country comparisons and adjustable cumulative graphs. Looking for another developer to keep this up to date
https://github.com/carlaiau/flatten-the-curve
covid covid-19 gatsbyjs graphql jamstack new-zealand react
Last synced: 3 months ago
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COVID-19: By the numbers. Presenting country comparisons and adjustable cumulative graphs. Looking for another developer to keep this up to date
- Host: GitHub
- URL: https://github.com/carlaiau/flatten-the-curve
- Owner: carlaiau
- Created: 2020-03-16T05:20:27.000Z (almost 5 years ago)
- Default Branch: master
- Last Pushed: 2022-12-10T21:58:38.000Z (about 2 years ago)
- Last Synced: 2023-03-06T23:10:35.873Z (almost 2 years ago)
- Topics: covid, covid-19, gatsbyjs, graphql, jamstack, new-zealand, react
- Language: JavaScript
- Homepage: https://5ef17a0632b0000008f04a5f--happy-mahavira-dd5860.netlify.app/
- Size: 12.2 MB
- Stars: 18
- Watchers: 1
- Forks: 4
- Open Issues: 10
-
Metadata Files:
- Readme: readme.md
Awesome Lists containing this project
README
# Flatten the Curve
This is a work in progress GatsbyJS application for using time-series data from
- https://github.com/CSSEGISandData/COVID-19
- https://covidtracking.com/api
- https://www.health.govt.nz/our-work/diseases-and-conditions/covid-19-novel-coronavirus/covid-19-current-situation/covid-19-current-cases/covid-19-current-cases-details
This site was initially aimed at motivating non technical or non scientific users to start taking the COVID-19 threat seriously, especially if they're in a country that currently has a low case load.
The ability to compare your own countries current case level and see how another country's infection has spread from a similar level seems to "click" for a lot of people, and therefore motivate change.
Since the inital launch the site has had over 10,000 visits. I am now seeing that 40% of the traffic is repeat meaning the initial goals of the project may switch into providing data hungry people better ways of viewing data, and a comprehensive area where we collate multiple segmented datasets into one.
~~I understand that the comparisons/projections are not the best way of looking at the outbreaks and could lead to incorrect outcomes, so I am actively working on getting data reformulated into culmulative confirmed / death so they can be used on the log graphs that are commonly seen.~~
Because the site is statically generated we have **zero** infrastructure costs, and netlify provide all COVID related projects with free hosting too! This is just a conversion of our time into potentially saved lifes by avoiding healthcare system overload.
### Availability
I am working full time on this 2 days a week
### What I'm Working On
- Advanced-countries: Obtain Italy, Spain, French data
- Advanced-countries: Implement Regional Overview graph and table seen on New Zealand page to other advacned country pages
- Advanced-countries: Implement the date slider. Allowing a user to transition to a historical period in time and see how everything was going
- ~~US Index Page: Table and State Level data obtained from http://covidtracking.com/~~
- ~~Insure that the componentry for this is easily extendable to other countries with more granular data, such as **Canada** and **Australia** from the **JHU** dataset~~
- ~~Turn huge `index.js` file into components, so state changes of specific components don't effect global scope and trigger a full app re-render.~~
- ~~Split site into multiple pages, with each country page (similar to current index) available at `c/new-zealand` or `c/australia`~~
- ~~Show well performing comparisons to give people hope~~ (Can now sort by worst or best)
- ~~Global State (without redux). The graphQL query on evey route is stupid~~
- ~~Add real data to the start of projection graphs~~
- ~~Create two new **Graph Components** that showcases:~~
- ~~Cumulative number of deaths, by number of days since 10th deaths~~
- ~~Culumlative number of cases, by number of days since 100th case~~
- ~~Allow This component to be passed in array of countries so that user can choose to compare their country to any other countries.~~
- ~~Create Index Page that showcases the top outbreaks in the world, using the above Graph component, and table of results~~
- ~~Incorporate fancy styling for home page tool tip, and link to countries from tool tip~~
- ~~Ability for site to function offline~~
- ~~Incorporate table of regions on country page (In current us-index branch).~~
- 'connect' this table to a comparison graph.
- Flip / Flop country overview graph to cumulative view.
- Allow adding other countries to country overview cumulative graph if applicable.
- ~~Allow cumulative graphs to have dynamic constraints such as:~~
- ~~**Confirmed:**: 50th, 100th, 500th, 1000th~~
- ~~**Deaths**: 10th, 50th, 100th~~
- Backend: Write logic to pull Taiwan and Hong Kong out of China
### Nice To Haves
- Allow filtering of countries by meta data: *population, GDP, climate*
- Context about each country, such as when restrictions were enforced
# Get Involved / Support
Open to all collaboration. I specifically need:
- Help with content and communicating ideas concisely
- UI/UX
- Cleaner / Refactorisation of code. Everything is hacked together at the moment
# How To
If you want to play with the "stack" it is pretty simple assuming that you have node and npm installed.
## Processing the data
The node data processing script may be useful for someone.
```
cd processing
npm install
sh run.sh
```
Countries that show multiple provinces in the John Hopkins data are merged together and country population data is appended from `/processing/data/population_world_bank.csv`
This will create `countries.json` and `cumulative.json` files in `client/data` the formats are:
### Countries.json
```
[
{
"country_name": "Spain",
"time_series": [
...,
{
"date": "2020-03-18T11:00:00.000Z",
"confirmed": 17963,
"deaths": 830,
"recovered": 1107,
"confirmed_per_mil": 384.45117064557473,
"deaths_per_mil": 17.763985505529533,
"recovered_per_mil": 23.692448138097824
},
{
"date": "2020-03-19T11:00:00.000Z",
"confirmed": 20410,
"deaths": 1043,
"recovered": 1588,
"confirmed_per_mil": 436.82282429862386,
"deaths_per_mil": 22.32269503887627,
"recovered_per_mil": 33.98699877443482
},
{
"date": "2020-03-20T11:00:00.000Z",
"confirmed": 25374,
"deaths": 1375,
"recovered": 2125,
"confirmed_per_mil": 543.0642990569957,
"deaths_per_mil": 29.428289241088084,
"recovered_per_mil": 45.48008337259067
},
{
"date": "2020-03-21T11:00:00.000Z",
"confirmed": 28768,
"deaths": 1772,
"recovered": 2575,
"confirmed_per_mil": 615.7040181000887,
"deaths_per_mil": 37.925038934696786,
"recovered_per_mil": 55.111159851492225
}
],
"highest_confirmed": 28768,
"highest_deaths": 1772,
"highest_recovered": 2575,
"population": 46723749
},
]
```
### Cumulative.json
```
[
{
"highest_confirmed": 28768,
"population": 46723749,
"country_name": "Spain",
"confirmed": [
...,
{
"num_day": 18,
"date": "2020-03-19T11:00:00.000Z",
"confirmed": 20410
},
{
"num_day": 19,
"date": "2020-03-20T11:00:00.000Z",
"confirmed": 25374
},
{
"num_day": 20,
"date": "2020-03-21T11:00:00.000Z",
"confirmed": 28768
}
],
"deaths": [
...,
{
"num_day": 13,
"date": "2020-03-19T11:00:00.000Z",
"deaths": 1043
},
{
"num_day": 14,
"date": "2020-03-20T11:00:00.000Z",
"deaths": 1375
},
{
"num_day": 15,
"date": "2020-03-21T11:00:00.000Z",
"deaths": 1772
}
]
}
```
## Client
Built in gatsby, pretty hacky react.
To run local development:
```
cd client
npm install
npm run develop
```
Gatsby will automatically load the countries data into GraphQL based on the above two files