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Argentina’s Senate Expenses:
    Opening Public Data
    and Data Journalism
Argentina´s Senate Site (www.senado.gov.ar) – Senate
Expenses



           4
           1
           2
           3
www.senado.gov.ar
                           Site Description
The identified links are:
1. Procurement Tenders (1320 PDF’s)                   TOTAL : 33.657
2. Administrative decisions (14.205 PDF’s)            PDF’s
3. Accounting decisions (6.817 PDF’s)
4. Presidential Decrees (11.315 PDF’s)




                                             Feb 8, 2013
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.
3) Transforming Data - Run OCR  33.000 TXT documents
3) Transforming Data - OCR issues
“Noisy” or unevenly scaned documents produce unpredictable results….
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
5) Identifying Patterns and Entities




                                                        What
                                                          Who

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)
                              When                        Where
 How much
5) Identifying Patterns and Entities
   Security Agents expenses :



                                                            15
                                                 Santa Fe
                                                            Agents



                                                             6/18/2012-
                                                             6/21/2012




                                       $49,737



                                  OCR mistakes
6) Processing Data II :
         Detecting dates interval, destination, number of security agents, and ammount of money




{
Journalistic Case : Show Service Company - Direct Purchases
1) Getting Data


                  Application to download
                  + 33.000 Documents !!!
Senate’s
President Decree
Senate Administration Department E.g
Senate Accountant Department E.g.
Senate Expensed Structured
     Dataset in Excel
Sunday Print edition
  and Infography
Sunday Print Editon infography
TABLEAU: filters per amount & destiny
IMPACT: VP takes to TV a stack of
        decrees in print
IMPACT: Judge reopens investigation
         on VP’s expenses
Interactive Gantt with overlapped or
   inexesistent trips reimboursed
Print Edition
Senate Expenses TAG gathers
stories origitated in this database

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Senate expensesslideshare