Senate expensesslideshare
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Transcript of Senate expensesslideshare
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Argentina’s Senate Expenses:Opening Public Data and Data Journalism
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Site Descriptionwww.senado.gov.ar
The identified links are:
1. Procurement Tenders (1320 PDF’s)
2. Administrative decisions (14.205 PDF’s)
3. Accounting decisions (6.817 PDF’s)
4. Presidential Decrees (11.315 PDF’s)
TOTAL : 33.657
PDF’s
Feb 8, 2013
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2) Processing Data - PDF’s Password Protected - Password Removal
Files are PDF´s generated from paper scanned documents….
But….. Password Protected PDF’s (against copy and printing).
So, before executing OCR process, we need to remove the Password
Protection.
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3) Transforming Data - Run OCR 33.000 TXT documents
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3) Transforming Data - OCR issues“Noisy” or unevenly scaned documents produce unpredictable results….
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4) Processing Data I:Insert 33.000 TXT files in Excel worksheet, identifying entities, (persons and Companies),
amounts (money or bodyguards) and customizable Keywords) Analyze applying Filtering
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Travel Expenses requested by the President of the Senate (Vicepresident of
Argentina), Mr. Amado Boudou, for 4 Security Agents for his trip to the United
States of America from 10/04/2012 to 10/05/2012.
$ 154.864,90 (~USD 35.000)
Who
When
What
Where
5) Identifying Patterns and Entities
How much
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Security Agents expenses :
15
Agents
$49,737
6/18/2012-
6/21/2012
OCR mistakes
5) Identifying Patterns and Entities
Santa Fe
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{
6) Processing Data II :Detecting dates interval, destination, number of security agents, and ammount of money
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Journalistic Case : Show Service Company - Direct Purchases
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1) Getting Data
Application to download
+ 33.000 Documents !!!
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Senate’sPresident Decree
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Senate Administration Department E.g
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Senate Accountant Department E.g.
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Senate Expensed StructuredDataset in Excel
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Sunday Print editionand Infography
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Sunday Print Editon infography
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TABLEAU: filters per amount & destiny
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IMPACT: VP takes to TV a stack of decrees in print
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IMPACT: Judge reopens investigationon VP’s expenses
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Interactive Gantt with overlapped orinexesistent trips reimboursed
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Print Edition
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Senate Expenses TAG gathersstories origitated in this database