panama-papers-dataset-2016

Structured data about Panama papers collected from official ICIJ website

Github星跟踪图

Panama Papers Dataset 2016

Structured data about Panama papers collected from the official ICIJ website

Update: The full dataset that has been released by ICIJ recently is available here

How were the data collected ?

I wrote a detailed explanation here

Dataset structure

├── de.csv
├── en.csv
├── es.csv
├── fr.csv
├── pt.csv
└── viz-data
    ├── 014fe3bc.json
    ├── 02664021.json
    ├── 034793d9.json
    ├── 08cc5165.json
    ├── 0a1122ef.json
    ├── 0a3cf4fd.json
    ├── 0dae973f.json
	 ...
	 ...
	 ...
	├── fb706ef9.json
    ├── fb7f4be3.json
    └── ff9bbc4d.json
└── csv-viz-data
    ├── 014fe3bc-nodes.csv
    ├── 014fe3bc-edges.csv
    ├── 02664021-nodes.csv
     ...
     ...
     ...
    ├── fb7f4be3-edges.csv
    ├── ff9bbc4d-nodes.csv
    └── ff9bbc4d-edges.csv
└── iPython NB
    ├── Panama Project.ipynb

Explore the data

the main data provided by ICIJ can be found in CSV file, that is available in 4 languages

Main files

The CSV file is broken down to the following columns

story-title
story-subtitle
story-image-if-linked-person
story-narrative
story-category-code
story-priority
story-region-codes
story-country-1-code
story-country-1-name
story-country-2-code
story-country-2-name
story-document-1-title
data-person-1-name
data-person-1-description-if-politician
data-person-1-relationship,
data-person-1-image
data-person-1-viz-publish
data-person-1-comment

Visualization data

ICIJ report provided a set of visualizations that you can browser through this link

Data content for these visualizations is a graph structure, each graph is encoded to a JSON file, named after the data-person-1-viz-publish attribute found in the main CSV file.

Visualization nodes and edges csv data

The JSON data is normalized and the nodes and edges data is given in different csvs.

iPython Notebook

An iPyhton notebook to load and normalize the json data and play around with it.

Disclaimer

I have nothing to do with ICIJ, This is just a small project i started to see if i can get the published data, and do some cool stuff with it.

Credit

All the data are coming from the official ICIJ website

Contribute

This is a data dump, CSV and JSON files are not organized and cleaned, feel free to send a PR if you want to do that ;)

主要指标

概览
名称与所有者michelpereira/awesome-games-of-coding
主编程语言
编程语言Jupyter Notebook (语言数: 0)
平台
许可证Creative Commons Zero v1.0 Universal
所有者活动
创建于2017-02-04 07:03:01
推送于2025-06-03 19:50:26
最后一次提交
发布数0
用户参与
星数2k
关注者数63
派生数93
提交数133
已启用问题?
问题数16
打开的问题数2
拉请求数43
打开的拉请求数0
关闭的拉请求数9
项目设置
已启用Wiki?
已存档?
是复刻?
已锁定?
是镜像?
是私有?