katopz / nl-covid

😷 Side project in response to covid-19

nl-covid

😷 Side project in response to covid-19

Purpose

• To provide, collect and reflect about covid-19 in Data Science perspective.
• This is a POC for learning purpose, not ready for production. Please see TODO list below.

Data Studio

• https://datastudio.google.com/s/o8bfzfFBkek

How to

1. Go to Data Studio select JSON connector 👉 https://datastudio.google.com/data?search=json

2. Add data source from 👉 https://covid19.th-stat.com/api/open/timeline

3. Choose metric, dimension

4. Share report 👉 https://datastudio.google.com/s/o8bfzfFBkek

BigQuery

• https://console.cloud.google.com/bigquery?project=nl-covid&p=nl-covid&d=covid19&page=dataset

SELECT
  *,
  ROUND(100 * deaths/confirmed, 2) AS death_percent
FROM
  `nl-covid.covid19.trend`
ORDER BY
  date DESC

Dev

cd firebase/functions
# See : https://cloud.google.com/docs/authentication/getting-started
export GOOGLE_APPLICATION_CREDENTIALS=.credential.json
npm run serve
npm run dev

TODO

• Merge data instead of manually delete.
• Present to Data Studio.
• Auto fetch data with Cloud Schedule via Cloud Function.
• Made prediction with BigQuery ML.

Credit

• https://covid19.workpointnews.com/
• https://github.com/COVID19-TCDG/datasets