数据集获取

git clone https://github.com/CEEDS-DEMM/COVID-Pro-Dataset.git

curl -L -o repo.zip https://github.com/CEEDS-DEMM/COVID-Pro-Dataset/archive/refs/heads/master.zip
unzip repo.zip

源站 README 摘录（使用方式）

COVID-Pro Dataset

&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<img src=“https://lh3.googleusercontent.com/proxy/MOdgHLTGTJxc4Hk0zCryH1PEkK4Ln9f8i4vSoHI2pTLpZmcq3LAXMfGtKADo8izDDLy66VX4nndn3JHXzeJrCGMeDzjlUHOHmN2o” width=“125” height=“125” />&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<img src=“https://ceeds.unimi.it/wp-content/uploads/2020/02/cropped-LogoDark.png” width=“200” height=“125” />&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<img src=“https://sites.unimi.it/rondi/jpg/logounimi.jpg” width=“135” height=“135” />
The following data were used for the Dashboard “COVID-Pro: a province-based analysis for Italy” developed by the DEMM (Department of Economics, Management and Quantitative Methods) of UNIMI.
This dashboard was developed by L. Ferrari, G. Gerardi, G. Manzi, A. Micheletti, F. Nicolussi and S. Salini.
We thank the students R. Baby, A. Iordache, A. Singh and N. Verardo for their contribution during the internship.
The official data repository of the Italian Ministry of Health and the Civil Protection Agency does not provide Covid-19 data on the daily number of deaths at a provincial level. However, by scraping the daily press conferences and Covid-19 bulletins provided by 13 regions out of 20, we were able to have provincial data on daily deaths due to the covid-19 for a vast majority of the Italian provinces. The Aosta province and theprovinces of Bolzano/Bozen and Trento are included in the Italian Ministry of Health regional data as they are either coincident with the region (Aosta) or autonomous provinces and considered as regions, therefore they have data on provincial deaths.
In the following table, for each Italian region we provide the main source where we scraped these data. The list of provinces with Covid-19 provincial deaths are: Agrigento, Alessandria, Ancona, Aosta, Arezzo, Ascoli Piceno, Asti, Bari, Barletta-Andria-Trani, Biella, Bologna

数据加载示例（表格/文本类）

import pandas as pd, glob, os

files = (glob.glob(os.path.join(path, "**", "*.csv"), recursive=True)
       + glob.glob(os.path.join(path, "**", "*.tsv"), recursive=True)
       + glob.glob(os.path.join(path, "**", "*.xlsx"), recursive=True))
print("数据文件:", files)
df = pd.read_csv(files[0])
print(df.shape); print(df.columns.tolist()); print(df.head(3))

完整仓库：github.com/CEEDS-DEMM/COVID-Pro-Dataset