Austin_Survey_for_MDCOR_Analyses

The city of Austin has administered a community survey for the 2015, 2016, 2017, 2018 and 2019 years (https://data.austintexas.gov/City-Government/Community-Survey/s2py-ceb7), to “assess satisfaction with the delivery of the major City Services and to help determine priorities for the community as part of the City’s ongoing planning process.” To directly access this dataset from the city of Austin’s website, you can follow this link https://cutt.ly/VNqq5Kd. Although we downloaded the dataset analyzed in this study from the former link, given that the city of Austin is interested in continuing administering this survey, there is a chance that the data we used for this analysis and the data hosted in the city of Austin’s website may differ in the following years. Accordingly, to ensure the replication of our findings, we recommend researchers to download and analyze the dataset we employed in our analyses, which can be accessed at the following link https://github.com/democratizing-data-science/MDCOR/blob/main/Community_Survey.csv. Replication Features or Variables The community survey data has 10,684 rows and 251 columns. Of these columns, our analyses will rely on the following three indicators that are taken verbatim from the survey: “ID”, “Q25 - If there was one thing you could share with the Mayor regarding the City of Austin (any comment, suggestion, etc.), what would it be?", and “Do you own or rent your home?”

奥斯汀市（City of Austin）于2015、2016、2017、2018及2019年开展了社区调查（Community Survey），官方原始数据集可通过链接https://data.austintexas.gov/City-Government/Community-Survey/s2py-ceb7 获取，本次调查的核心目标为"评估市民对市政府主要公共服务供给的满意度，并协助确定社区发展优先事项，作为市政府持续规划流程的组成部分"。研究人员亦可通过短链接https://cutt.ly/VNqq5Kd 直接从奥斯汀市政府官网获取该数据集。需说明的是，本研究分析所用数据集源自前述官方链接，但鉴于奥斯汀市政府将持续推进该调查项目，后续年份的公开数据与本研究使用的数据集或存在差异。为确保研究结果可复现，我们建议研究者采用本研究分析所使用的数据集，该数据集可通过链接https://github.com/democratizing-data-science/MDCOR/blob/main/Community_Survey.csv 获取。

复现特征与变量
本社区调查数据集共包含10684条记录与251个字段。本次分析仅直接采用其中三个引自原始问卷的指标，分别为："ID"、"Q25 - 若您可就奥斯汀市政府向市长分享一件事（任何评论、建议等），您会分享什么？"以及"您拥有还是租住房屋？"