2015-11-refugees-in-the-united-states
所属分类：数据挖掘/数据仓库
开发工具：Python
文件大小：2001KB
下载次数：0
上传日期：2015-11-23 21:36:55
上 传 者：
sh-1993
说明： 支持BuzzFeed新闻文章“美国难民的来源和进入图表”的数据和分析发布...
(Data and analysis supporting the BuzzFeed News article, "Where U.S. Refugees Come From — And Go — In Charts," published on November 19, 2015.)
文件列表:
LICENSE.txt (1101, 2015-11-24)
Makefile (557, 2015-11-24)
data (0, 2015-11-24)
data\WRAPS-arrivals-by-destination-2005-2015-clean.csv (4171046, 2015-11-24)
data\WRAPS-arrivals-by-destination-2005-2015.csv (22105648, 2015-11-24)
data\WRAPS-arrivals-by-religion-2005-2015-clean.csv (220110, 2015-11-24)
data\WRAPS-arrivals-by-religion-2005-2015.csv (1282057, 2015-11-24)
data\census-state-populations.csv (921, 2015-11-24)
notebooks (0, 2015-11-24)
notebooks\us-refugee-analysis.ipynb (385793, 2015-11-24)
requirements.txt (40, 2015-11-24)
scripts (0, 2015-11-24)
scripts\clean-wraps-destination.py (873, 2015-11-24)
scripts\clean-wraps-religion.py (802, 2015-11-24)
# U.S. Refugee Data and Analysis
This repository contains data and analysis supporting the BuzzFeed News article, "[Where U.S. Refugees Come From — And Go — In Charts](http://www.buzzfeed.com/jsvine/where-us-refugees-come-from-and-go-in-charts)," published on November 19, 2015.
## Data
The refugee data comes from the [Department of State's Refugee Processing Center](https://www.wrapsnet.org/)'s [data portal](http://www.wrapsnet.org/Reports/InteractiveReporting/tabid/393/Default.aspx). Specifically, it comes from the "Arrivals by Destination and Nationality" and "Arrivals by Nationality and Religion" reports, and was generated on November 18, 2015. The raw and cleaned files can be found in this repository's [`data` directory](data/).
To calculate per-capita arrivals by state, the analysis uses the [Census Bureau's 2014 population estimates](http://www.census.gov/popest/data/state/asrh/2014/index.html).
## Analysis and Charts
The code behind the analysis and charts was written in Python, and [can be found here](notebooks/us-refugee-analysis.ipynb).
To re-run the analysis yourself, you'll need to install the Python requirements listed in [`requirements.txt`](requirements.txt).
Alternatively, you can [run the analysis in your browser via Binder](http://mybinder.org/repo/BuzzFeedNews/2015-11-refugees-in-the-united-states) — no installation required.
## Questions / Feedback?
Email the author, Jeremy Singer-Vine, at jeremy.singer-vine@buzzfeed.com.
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