Upgrade to Pro — share decks privately, control downloads, hide ads and more …

Using Machine Learning and Open Data to Report ...

Avatar for Irio Musskopf Irio Musskopf
May 11, 2018
Technology
0
340

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

Craft Conference 2018 in Budapest, Hungary.

Avatar for Irio Musskopf

Irio Musskopf

May 11, 2018
Tweet

More Decks by Irio Musskopf

See All by Irio Musskopf
Web scraping for data scientists
Avatar for Irio Musskopf irio
0
71
Por que functional programming é mais rápido?
Avatar for Irio Musskopf irio
0
66
No país das maravilhas
Avatar for Irio Musskopf irio
0
45
Desenvolvendo o mínimo com Ruby on Rails
Avatar for Irio Musskopf irio
0
130
Implementando pagamentos usando Moip
Avatar for Irio Musskopf irio
0
88
vim 101
Avatar for Irio Musskopf irio
1
220

Other Decks in Technology

See All in Technology
なぜテストマネージャの視点が 必要なのか？ 〜 一歩先へ進むために 〜
Avatar for Sammy(MoritaMasami) moritamasami
0
150
AI エージェントとはそもそも何か？ - 技術背景から Amazon Bedrock AgentCore での実装まで- / AI Agent Unicorn Day 2025
Avatar for Yoshitaka Haribara hariby
4
1.2k
AI開発ツールCreateがAnythingになったよ
Avatar for s sato tendasato
0
110
ヒューリスティック評価を用いたゲームQA実践事例
Avatar for gree_tech gree_tech
PRO
0
570
Kiroと学ぶコンテキストエンジニアリング
Avatar for Oikon oikon48
6
9.2k
Grafana Meetup Japan Vol. 6
Avatar for Taisei Ito kaedemalu
1
320
「魔法少女まどか☆マギカ Magia Exedra」の必殺技演出を徹底解剖！ -キャラクターの魅力を最大限にファンに届けるためのこだわり-
Avatar for gree_tech gree_tech
PRO
0
590
AWS環境のリソース調査を Claude Code で効率化 / aws investigate with cc devio2025
Avatar for MasahiroKawahara masahirokawahara
2
1.4k
AWSで始める実践Dagster入門
Avatar for キタガワ kitagawaz
0
390
エラーとアクセシビリティ
Avatar for Tajima Sachiko schktjm
0
1k
BPaaSにおける人と協働する前提のAIエージェント-AWS登壇資料
Avatar for KentaroFujii kentarofujii
0
120
研究開発と製品開発、両利きのロボティクス
Avatar for Yutaka Kondo youtalk
1
480

Featured

See All Featured
Visualizing Your Data: Incorporating Mongo into Loggly Infrastructure
Avatar for mongodb mongodb
48
9.7k
Done Done
Avatar for chrislema chrislema
185
16k
We Have a Design System, Now What?
Avatar for Morgane Peng morganepeng
53
7.8k
実際に使うSQLの書き方 徹底解説 / pgcon21j-tutorial
Avatar for soudai sone soudai
PRO
187
54k
Rebuilding a faster, lazier Slack
Avatar for samanthasiow samanthasiow
83
9.2k
Why Our Code Smells
Avatar for Brandon Keepers bkeepers
PRO
339
57k
Testing 201, or: Great Expectations
Avatar for Joseph Mastey jmmastey
45
7.6k
Responsive Adventures: Dirty Tricks From The Dark Corners of Front-End
Avatar for Vitaly Friedman smashingmag
252
21k
Being A Developer After 40
Avatar for Adrian Kosmaczewski akosma
90
590k
Producing Creativity
Avatar for Steve Smith orderedlist
PRO
347
40k
Designing Dashboards & Data Visualisations in Web Apps
Avatar for Des Traynor destraynor
231
53k
CoffeeScript is Beautiful & I Never Want to Write Plain JavaScript Again
Avatar for Sam Stephenson sstephenson
162
15k

Transcript

  1. OPERATION SERENATA DE AMOR

  2. LATEST PRESIDENTIAL ELECTIONS

  3. None
  4. None

  5. RESPONSIBILITY

  6. OPERATION SERENATA DE AMOR

  7. None

  8. CONGRESSIONAL SPENDING

  9. € 18,800

  10. END CORRUPTION

  11. END CORRUPTION € 12M

  12. None
  13. None
  14. None
  15. None
  16. None

  17. TELL OTHERS TELL OTHERS

  18. MARKETING

  19. None
  20. None

  21. HYPOTHESES

  22. - quotas - meal prices - time travelers - election

    expenses - irregular companies - alcohol - car rental prices
  23. None

  24. - quotas - meal prices - time travelers - election

    expenses - irregular companies - alcohol - car rental prices

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

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

  27. - quotas - meal prices - time travelers - election

    expenses - irregular companies - alcohol - car rental prices

  28. - quotas - meal prices - time travelers - election

    expenses - irregular companies - alcohol - car rental prices

  29. - quotas - meal prices - time travelers - election

    expenses - irregular companies - alcohol - car rental prices

  30. - quotas - meal prices - time travelers - election

    expenses - irregular companies - alcohol - car rental prices

  31. - quotas - meal prices - time travelers - election

    expenses - irregular companies - alcohol - car rental prices

  32. ARCHITECTURE

  33. None

  34. 3 MONTHS IN A WEEK

  35. 3 MONTHS IN A WEEK 629 REPORTS € 12,600 RETURNED

    BY 136 CONGRESSPEOPLE 216 CONGRESSPEOPLE € 800,600 QUESTIONED SINCE 2009

  36. beer in las vegas

  37. cheese sandwich € 51

  38. 13 kg in a single meal

  39. 13 meals in a single day

  40. 3 lunches. separated by 4031km

  41. expenses in brazil. while posting pictures in london

  42. A GOAT € 350

  43. None

  44. @ROSIEdaSERENATA

  45. None

  46. DIARIO.SERENATA.AI

  47. IT IS OPEN SOURCE

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