All Projects → BlankerL → Dxy Covid 19 Data

BlankerL / Dxy Covid 19 Data

Licence: mit
2019新型冠状病毒疫情时间序列数据仓库 | COVID-19/2019-nCoV Infection Time Series Data Warehouse

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2019新型冠状病毒疫情时间序列数据仓库

简体中文 | English

本项目为2019新型冠状病毒(COVID-19/2019-nCoV)疫情状况的时间序列数据仓库,数据来源为丁香园

近期数位高校师生与我联系,希望用这些数据做科研之用。然而并不熟悉API的使用和JSON数据的处理,因此做了这个数据仓库,直接推送大部分统计软件可以直接打开的csv文件,希望能够减轻各位的负担。

数据由2019新型冠状病毒疫情实时爬虫获得。

每天0点,程序将准时执行,数据会被推送至Release中。

受限于服务器带宽压力,自2020年3月19日起,API接口/nCoV/api/overall/nCoV/api/area不再返回时间序列数据,时间序列数据可以在json文件夹下获取。如果您调用接口时使用了latest=0参数,则需要修改请求,否则无需修改。

由于本人精力有限,不接受数据定制。如对数据有更多的要求,烦请自行处理。

数据说明

  1. 部分数据存在重复统计的情况,如Issue #21中所述,河南省部分市级数据存在"南阳(含邓州)"及"邓州"两条数据,因此在求和时"邓州"的数据会被重复计算一次。

数据异常

目前发现浙江省/湖北省部分时间序列数据存在数据异常,可能的原因是丁香园数据为人工录入,某些数据可能录入错误,比如某一次爬虫获取的浙江省治愈人数为537人,数分钟后被修改回正常人数。

本项目爬虫仅从丁香园公开的数据中获取并储存数据,并不会对异常值进行判断和处理,因此如果将本数据用作科研目的,请自己对数据进行清洗。同时,我已经在Issue中开放了异常数据反馈通道,可以直接在此问题中反馈潜在的异常数据,我会定期检查并处理。

更多功能

扩展插件

  1. 如果您希望使用R语言对数据进行分析,可以参考pzhaonet/ncovr项目,该项目整合通过GitHub数据仓库/API数据提取两种模式。

数据分析

  1. jianxu305/nCov2019_analysis
    功能:参考此处
  2. lyupin/Visualize-DXY-2019-nCov-Data
    功能:参考此处
  3. Avens666/COVID-19-2019-nCoV-Infection-Data-cleaning-
    功能:参考此处

祝大家一切都好。

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