This section includes any additional information that you want to mention about the tool, including:
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- Potential next steps for the tool (i.e. what you would implement if you had more time)
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- Any limitations of the current implementation of the tool
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- Motivation for design/architecture decisions
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### Data
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Information about UKCH, preprocessing, etc...
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#### Data enrichment
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The original UKCH data did not provide niether sanctioned nor pep information. Hence, the data were enriched with the additional information from the publicly available external datasets. We have scraped [UN sanctions](https://www.un.org/securitycouncil/content/un-sc-consolidated-list), [Russian and Belorussian PEPs](https://rupep.org/en/persons_list/) and [all politicians dataset](https://raw.githubusercontent.com/everypolitician/everypolitician-data/master/countries.json). The scrapers, parsers and README can be found in [sanctions_and_peps](https://github.com/sahanmar/451/tree/main/sanctions_and_peps) directory.
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In the final version of the app, UN and All politicians were used.
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### Limitations
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* Limited to cliques of ??? hop distance owing to space limitation