https://github.com/easonlai/eda_for_hk_covid19

This is a code sample of Exploratory Data Analysis (EDA) for COVID-19 cases in Hong Kong. Data is obtained from official data.gov.hk.
https://github.com/easonlai/eda_for_hk_covid19

covid-19 covid19-data data-analytics data-science data-visualization eda matplotlib omicron pandas python python3 seaborn

Last synced: 14 days ago
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This is a code sample of Exploratory Data Analysis (EDA) for COVID-19 cases in Hong Kong. Data is obtained from official data.gov.hk.

• Host: GitHub
• URL: https://github.com/easonlai/eda_for_hk_covid19
• Owner: easonlai
• Created: 2022-01-09T15:16:47.000Z (about 3 years ago)
• Default Branch: main
• Last Pushed: 2022-01-11T05:55:43.000Z (about 3 years ago)
• Last Synced: 2024-11-10T23:39:02.512Z (2 months ago)
• Topics: covid-19, covid19-data, data-analytics, data-science, data-visualization, eda, matplotlib, omicron, pandas, python, python3, seaborn
• Language: Jupyter Notebook
• Homepage:
• Size: 1.38 MB
• Stars: 0
• Watchers: 1
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Exploratory Data Analysis (EDA) for COVID-19 cases in Hong Kong

Around half a year ago, I shared a code repository about [Data Analysis of COVID-19 cases in Hong Kong](https://github.com/easonlai/covid19_hk_analysis) to demonstrate data analytics with Python packages ([Pandas](https://pandas.pydata.org/), [Matplotlib](https://matplotlib.org/), and [Seaborn](https://seaborn.pydata.org/)). Time is going fast. That's around May 2020, and it's the beginning of the wave 4 COVID-19 outbreak in Hong Kong. In a previous analysis, interesting patterns are being figured out from the statistical analysis.

So sad that another new wave of COVID-19 is rising in Hong Kong again, a variation of COVID-19, Omicron. With half a year more data, I have created a new EDA (Exploratory Data Analysis) and trying to figure out the new interesting patterns from statistical analysis.

I hope you enjoy this sample of EDA for COVID-19 cases in Hong Kong as an analytics reference. God bless our Hong Kong, keep hygiene, and stay safe.

This is a code sample of Exploratory Data Analysis (EDA) for COVID-19 cases in Hong Kong. Data is obtained from the official [data.gov.hk](https://data.gov.hk/en-data/dataset/hk-dh-chpsebcddr-novel-infectious-agent).

* [Details of probable/confirmed cases of COVID-19 infection in Hong Kong (English)](https://data.gov.hk/en-data/dataset/hk-dh-chpsebcddr-novel-infectious-agent/resource/37778860-e9ae-4a16-9e0e-2781fb2f0f49)

* [Latest situation of reported cases of COVID-19 in Hong Kong (English)](https://data.gov.hk/en-data/dataset/hk-dh-chpsebcddr-novel-infectious-agent/resource/cf686639-cf97-4403-ab03-f6b45f68a429)

![alt text](https://github.com/easonlai/eda_for_hk_covid19/blob/main/git-images/git-image-1.png)

**Contents**

* eda_for_hk_covid19_jan_2022.ipynb <-- Latest EDA in Jan 2022.

* eda_for_hk_covid19_may_2021.ipynb <-- Previous EDA in May 2021.

* .\data\ <-- Data sources obtained from data.gov.hk.