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Serenata de Amor’s data science Jessica Temporal
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The Team 3
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4 Rosie
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So far 5 ● 5 implemented classifiers ● ~3k suspicious reimbursements found ● 629 reports made ● 216 congresspeople reported
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How we get the data? 6 ● Scrapping ● APIs ○ ReceitaWS ○ Camara
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I have the data, what do I do now? ● Develop a hypothesis ● Test it out ● Implement a classifier ● Report 7
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The irregular companies classifier
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import data 9
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data.format() 10
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data.head(5) 11
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12 pd.merge
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13 data.query()
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14 Classifier Hypothesis
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Fixtures ● Sample data 15
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Tests ● Test first, code later 16
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Show me the code ● The classifier 17
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What about Rosie? ● import Classifier 18
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5222
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It’s me, Jessica github.com/datasciencebr @jesstemporal apoia.se/serenata