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Using Machine Learning and Open Data to Report 216 Brazilian Congresspeople for Corruption

Using Machine Learning and Open Data to Report 216 Brazilian Congresspeople for Corruption

Craft Conference 2018 in Budapest, Hungary.

Irio Musskopf

May 11, 2018
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Transcript

  1. OPERATION
    SERENATA
    DE AMOR

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  2. LATEST PRESIDENTIAL
    ELECTIONS

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  3. View Slide

  4. View Slide

  5. RESPONSIBILITY

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  6. OPERATION
    SERENATA
    DE AMOR

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  7. View Slide

  8. CONGRESSIONAL
    SPENDING

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  9. € 18,800

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  10. END
    CORRUPTION

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  11. END
    CORRUPTION
    € 12M

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  12. View Slide

  13. View Slide

  14. View Slide

  15. View Slide

  16. View Slide

  17. TELL OTHERS
    TELL OTHERS

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  18. MARKETING

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  19. View Slide

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  21. HYPOTHESES

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  22. - quotas
    - meal prices
    - time travelers
    - election expenses
    - irregular companies
    - alcohol
    - car rental prices

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  23. View Slide

  24. - quotas
    - meal prices
    - time travelers
    - election expenses
    - irregular companies
    - alcohol
    - car rental prices

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  25. 0
    45
    90
    135
    180
    Tempo
    Preço
    (R$)
    ALIMENTAÇÃO
    mediana

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  26. 0
    45
    90
    135
    180
    Tempo
    Preço
    (R$)
    ALIMENTAÇÃO
    mediana

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  27. - quotas
    - meal prices
    - time travelers
    - election expenses
    - irregular companies
    - alcohol
    - car rental prices

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  28. - quotas
    - meal prices
    - time travelers
    - election expenses
    - irregular companies
    - alcohol
    - car rental prices

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  29. - quotas
    - meal prices
    - time travelers
    - election expenses
    - irregular companies
    - alcohol
    - car rental prices

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  30. - quotas
    - meal prices
    - time travelers
    - election expenses
    - irregular companies
    - alcohol
    - car rental prices

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  31. - quotas
    - meal prices
    - time travelers
    - election expenses
    - irregular companies
    - alcohol
    - car rental prices

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  32. ARCHITECTURE

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  33. View Slide

  34. 3 MONTHS IN A WEEK

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  35. 3 MONTHS IN A WEEK
    629
    REPORTS
    € 12,600
    RETURNED BY 136 CONGRESSPEOPLE
    216
    CONGRESSPEOPLE
    € 800,600
    QUESTIONED SINCE 2009

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  36. beer in las vegas

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  37. cheese sandwich
    € 51

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  38. 13 kg in a single meal

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  39. 13 meals in a single day

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  40. 3 lunches.
    separated by 4031km

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  41. expenses in brazil.
    while posting pictures
    in london

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  42. A GOAT
    € 350

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  43. View Slide

  44. @ROSIEdaSERENATA

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  45. View Slide

  46. DIARIO.SERENATA.AI

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  47. IT IS OPEN
    SOURCE

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  48. @IRIO
    DATASCIENCEBR.COM
    SERENATADEAMOR.ORG/EN

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