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https://github.com/amaboura/panama-papers-dataset-2016
Structured data about Panama papers collected from official ICIJ website
https://github.com/amaboura/panama-papers-dataset-2016
Last synced: about 2 months ago
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Structured data about Panama papers collected from official ICIJ website
- Host: GitHub
- URL: https://github.com/amaboura/panama-papers-dataset-2016
- Owner: amaboura
- License: gpl-3.0
- Archived: true
- Created: 2016-04-05T11:50:34.000Z (over 8 years ago)
- Default Branch: master
- Last Pushed: 2016-05-10T07:09:48.000Z (over 8 years ago)
- Last Synced: 2024-05-13T22:55:55.740Z (4 months ago)
- Language: Jupyter Notebook
- Size: 823 KB
- Stars: 695
- Watchers: 54
- Forks: 132
- Open Issues: 5
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# 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](https://offshoreleaks.icij.org/pages/database)
### How were the data collected ?
I wrote a detailed explanation [here](COLLECTION.md)
### 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](https://panamapapers.icij.org/the_power_players/)
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](https://panamapapers.icij.org/graphs/)
#### 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 ;)