COVID-19数据透明度（加州警长部门）
加州警长部门COVID-19数据透明度评分数据集，基于CPRA请求响应，评估警长部门透明度。
基本信息
资源简介
该数据集基于加州警长部门对COVID-19数据的透明度评分，数据来源于加州公共记录法（CPRA）请求的响应。数据已清洗、处理和聚合，用于评估警长部门在COVID-19数据方面的透明度。
下载信息
注册下载
Tips: 该数据集需要在对应的数据源网站注册通过后，才能进行数据下载，注册有对应要求，或者需要收费。
暂未开放公开下载
Tips: 该数据集属于公开下载，应该可以免费公开下载。
免登录有偿下载
Tips: 该数据集 Qianfanghub 可以协助提供有偿下载服务，注意，服务不针对数据相关产权，只是技术服务费。
提供高速下载与技术交付服务（收技术服务费，非数据销售）
暂未开放千方医数集，医疗数据集部分，是为社区服务的公开医疗数据集搜索引擎，并不存储或者下载原始的任何数据。 如果您有其他医疗数据需求，可以和客服联系，或者下工单。我们有强大的三甲医疗机构帮助您提供个性化的医疗数据定制、采集、标注服务。
使用方式
数据集获取
git clone https://github.com/covidincustody/data-transparency-cpra.git
curl -L -o repo.zip https://github.com/covidincustody/data-transparency-cpra/archive/refs/heads/main.zip
unzip repo.zip
源站 README 摘录（使用方式）
Background
This program scores the transparency of sheriff’‘s departments in California based on the COVID-19 data provided in response to our California Public Records Act (CPRA) requests. Please note that this does NOT score sheriff’‘s departments’’ transparency pertaining to the COVID-19 data collection effort lead by the Board of State and Community Corrections (BSCC). For this scoring and corresponding visualizations, please see the covidincustody/data-transparency-bscc repository.
The first component of this program scores transparency based on the COVID-19 data shared by sheriff’'s departments in California in response to our CPRA requests. The data has been cleaned, processed and aggregated, and is available here: https://docs.google.com/spreadsheets/d/1q9zoEN_nI_oBAxO8k_9kd5612gCaMHSfViU-1WKVSKY/edit#gid=0. Details on the CPRA requests for information on COVID-19 cases, vaccinations, deaths and compliance with public health orders can be found here: https://drive.google.com/drive/folders/1VQr_BHHzCEwUH93qSXlsF3V2k1r6wAxi and https://www.documentcloud.org/app?q=%2Borganization%3Acovid-in-custody-project-41520 (county folders visible when you create a DocumentCloud account).
The second component of this program generates visualizations of the transparency scores by data category: COVID-19 cases, vaccinations, etc.
Instructions
Download repository and modify the run.py file to reflect the appropriate read and write paths.
The read path will be the local version the county jail dataset referenced above: https://docs.google.com/spreadsheets/d/1q9zoEN_nI_oBAxO8k_9kd5612gCaMHSfViU-1WKVSKY/edit#gid=0 (ensure that the local file contains no banners and that the first row contains the column headers). The write path will be a local path specified by the user where the transparency scores will be written in Excel format.
For simplest execution, use the Anaconda Environment (https://www.anaconda.com/products/distribution) which has the necessary modules or packages pre-installed. Navigate to either data-transparency-cpra/transparency-scores or data-transparency-cpra/visualizations and execute program as python run.py in the Anaconda terminal. Alternatively, a user can execute the modified run.py file in any Python IDE (Spyder, PyCharm, etc.) launched through the Anaconda Environment.
Please contact info@covidincustody.org with any question
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))
精度瓶颈？数据缺失？
当前公开数据无法满足您的算法精度？千方提供针对 新型冠状病毒肺炎 的高质量、多模态真实临床数据定制解决方案。
