<?xml version="1.0" encoding="UTF-8"?>
<codeBook version="1.2.2" ID="BRA_2008_MTFDMG_v01_M" xml-lang="en" xmlns="http://www.icpsr.umich.edu/DDI" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.icpsr.umich.edu/DDI http://www.icpsr.umich.edu/DDI/Version1-2-2.xsd">
<docDscr>
  <citation>
    <titlStmt>
      <IDNo>DDI_BRA_2008_MTFDMG_v01_M</IDNo>
    </titlStmt>
    <prodStmt>
      <producer abbr="DECDG" affiliation="World Bank" role="Documentation of the DDI">Development Data Group</producer>
      <prodDate date="2013-02-28">2013-02-28</prodDate>
      <software version="v5">NADA</software>
    </prodStmt>
    <verStmt>
      <version>v01 (February 2013)</version>
    </verStmt>
  </citation>
</docDscr>
<stdyDscr>
  <citation>
    <titlStmt>
      <titl>Municipal Tax and Formalization Data for Minas Gerais 2008-2012</titl>
      <subTitl/>
      <altTitl>MTFDMG 2008-12</altTitl>
      <parTitl/>
      <IDNo>BRA_2008_MTFDMG_v01_M</IDNo>
    </titlStmt>
    <rspStmt>
      <AuthEnty affiliation="World Bank">David McKenzie</AuthEnty>
      <AuthEnty affiliation="World Bank">Miriam Bruhn</AuthEnty>
    </rspStmt>
    <prodStmt>
      <copyright/>
      <software version="5.0" date="2021-12-25">NADA</software>
      <fundAg abbr="" role="">World Bank</fundAg>
      <grantNo/>
    </prodStmt>
    <distStmt>
      <contact affiliation="World Bank" URI="" email="dmckenzie@worldbank.org ">David McKenzie</contact>
      <contact affiliation="World Bank" URI="http://microdata.worldbank.org" email="microdata@worldbank.org">World Bank Microdata Library</contact>
      <depDate date=""/>
      <distDate date=""/>
    </distStmt>
    <serStmt>
      <serName>Administrative Records, Other [ad/oth]</serName>
      <serInfo/>
    </serStmt>
    <verStmt>
      <version date="">- v01: Edited, anonymous dataset for public distribution.</version>
      <verResp/>
      <notes/>
    </verStmt>
    <biblCit format=""/>
    <notes/>
  </citation>
  <stdyInfo>
    <studyBudget/>
    <subject>
    </subject>
    <abstract>From 2008 to 2012 researchers from the World Bank conducted an impact evaluation study in the state of Minas Gerais, Brazil, to evaluate the effect of Minas Fácil Expresso program. This program was designed to extend a business simplification process already present in the most populous municipalities in the state to its remaining municipalities. This was intended as a quick and low-cost way to integrate the remaining municipalities, with the goals of facilitating the opening of businesses in these municipalities, reducing informality, and increasing state and municipal tax collection.

Researchers used administrative data provided by the Junta Comercial de Minas Gerais (JUCEMG), the Minas Gerais Chamber of Commerce.

There are 853 municipalities in Minas Gerais. Thirty-one of these, including Belo Horizonte, the state capital, have a physical Minas Facil office and are generally much larger in size. The dataset consists of the monthly formalization and tax data by municipality for the remaining 822 municipalities, along with the details of which of these received a Minas Fácil Expresso office.</abstract>
    <sumDscr>
      <collDate date="2008-01" event="start" cycle=""/>
      <collDate date="2012-08" event="end" cycle=""/>
      <nation abbr="">Brazil</nation>
      <geogCover>The state of Minas Gerais</geogCover>
      <geogUnit/>
      <anlyUnit>- firms;
- municipalities.</anlyUnit>
      <universe/>
      <dataKind>Administrative records data [adm]</dataKind>
    </sumDscr>
    <!-- qualityStatement - ddi2.5 - complex type
     
     This structure consists of two parts, standardsCompliance and otherQualityStatements. 
     In standardsCompliance list all specific standards complied with during the execution of this 
     study. Note the standard name and producer and how the study complied with the standard. 
     Enter any additional quality statements in otherQualityStatements.
     
     -->
    <qualityStatement>
      <standardsCompliance>
        <standard>
          <standardName/>
          <producer/>
        </standard>
        <complianceDescription/>
      </standardsCompliance>
      <otherQualityStatement/>
    </qualityStatement>
    <notes>The scope of the study includes:
- number of firms formally registered in a municipality,
- municipal tax payments,
- availability of Minas Fácil Expresso office in a municipality.</notes>
    <!-- exPostEvaluation ddi2.5
      Use this section to describe evaluation procedures not address in data evaluation processes. 
      These may include issues such as timing of the study, sequencing issues, cost/budget issues, 
      relevance, instituional or legal arrangments etc. of the study. 
      
      The completionDate attribute holds the date the evaluation was completed. 
      The type attribute is an optional type to identify the type of evaluation with or without 
      the use of a controlled vocabulary.
    -->
    <exPostEvaluation completionDate="" type="">
      <evaluationProcess/>
      <outcomes/>
    </exPostEvaluation>
  </stdyInfo>
  <method>
    <dataColl>
      <timeMeth/>
      <!-- collectorTraining - DDI2.5
        
        Collector Training

        Describes the training provided to data collectors including internviewer training, process testing, 
        compliance with standards etc. This is repeatable for language and to capture different aspects of the 
        training process. The type attribute allows specification of the type of training being described.
        
        -->
      <collectorTraining type=""/>
      <frequenc/>
      <sampProc/>
      <sampleFrame>
        <sampleFrameName/>
        <custodian/>
        <universe/>
        <frameUnit isPrimary="">
          <unitType numberOfUnits=""/>
        </frameUnit>
        <updateProcedure/>
      </sampleFrame>
      <deviat/>
      <collMode>Other [oth]</collMode>
      <resInstru/>
      <!-- instrumentDevelopment - DDI2.5             
        Describe any development work on the data collection instrument. Type attribute allows for the optional use of a defined development type with or without use of a controlled vocabulary.
        -->
      <instrumentDevelopment type=""/>
      <collSitu>Researchers used three forms of administrative data, all provided by the Junta Comercial de Minas Gerais (JUCEMG), the Minas Gerais Chamber of Commerce. The first is a list of the municipalities in which the express office was planned to be implemented, and of the municipalities in which it was actually implemented along with the implementation dates. The second is monthly data from January 2008 until August 2012 on the number of firms registering as formal entities in each municipality. This includes registration of firms under all registration categories except as individual microenterpreneurs (MEIs). In particular, it includes firms who register for SIMPLES, the type of registration which is the focus of the one-stop shop. The third type of administrative data is the monthly total municipal tax payments received in each municipality from January 2008 to October 2012. The tax paid is the Imposto Sobre Serviços de Qualquer Natureza (ISS) - a tax on all firms in the service sector, which is paid as part of the SIMPLES payment whereby a firm makes a single payment that covers a range of different government taxes.</collSitu>
      <actMin/>
      <ConOps/>
      <weight/>
      <cleanOps/>
    </dataColl>
    <notes/>
    <anlyInfo>
      <respRate/>
      <EstSmpErr/>
      <dataAppr/>
    </anlyInfo>
    <stdyClas/>
    <dataProcessing type=""/>
    <codingInstructions relatedProcesses="" type="">
      <txt/>
      <command formalLanguage=""/>
    </codingInstructions>
  </method>
  <dataAccs>
    <setAvail>
      <accsPlac URI=""/>
      <origArch/>
      <avlStatus/>
      <collSize/>
      <complete/>
      <fileQnty/>
      <notes/>
    </setAvail>
    <useStmt>
      <restrctn/>
      <citReq>Use of the dataset must be acknowledged using a citation which would include:
- the identification of the Primary Investigator,
- the title of the survey (including country, acronym and year of implementation),
- the survey reference number,
- the source and date of download.

Example: 

David McKenzie, World Bank, Miriam Bruhn, World Bank. Municipal Tax and Formalization Data for Minas Gerais (MTFDMG) 2008 - 2012, Ref. BRA_2008_MTFDMG_v01_M. Dataset downloaded from [url] on [date].</citReq>
      <deposReq/>
      <conditions/>
      <disclaimer>The user of the data acknowledges that the original collector of the data, the authorized distributor of the data, and the relevant funding agency bear no responsibility for use of the data or for interpretations or inferences based upon such uses.</disclaimer>
    </useStmt>
    <notes/>
  </dataAccs>
  <notes/>
</stdyDscr>
<fileDscr ID="F2">
  <fileTxt>
    <fileName>ReplicationDataMinasExpresso_labeled</fileName>
    <fileCont>Cross-sectional dataset on 822 municipalities in the state of Minas Gerais, Brazil</fileCont>
    <dimensns>
      <caseQnty>853</caseQnty>
      <varQnty>124</varQnty>
    </dimensns>
    <dataChck></dataChck>
    <dataMsng></dataMsng>
    <verStmt>
      <version></version>
    </verStmt>
  </fileTxt>
  <notes></notes>
</fileDscr>
<dataDscr>
<var ID="V125" name="municipalid" files="F2" intrvl="contin">
  <labl>Municipal Id</labl>
  <imputation>Municipal Id</imputation>
  <security>Municipal Id</security>
  <embargo>Municipal Id</embargo>
  <respUnit>Municipal Id</respUnit>
  <sumStat type="vald">853</sumStat>
  <sumStat type="invd"/>
  <sumStat type="min">980564</sumStat>
  <sumStat type="max">985731</sumStat>
  <sumStat type="mean">984183.883</sumStat>
  <sumStat type="stdev">1375.754</sumStat>
  <varFormat type="numeric"/>
</var>
<var ID="V126" name="tax25" files="F2" intrvl="contin">
  <labl>Municipal tax collection in January 2010</labl>
  <imputation>Municipal tax collection in January 2010</imputation>
  <security>Municipal tax collection in January 2010</security>
  <embargo>Municipal tax collection in January 2010</embargo>
  <respUnit>Municipal tax collection in January 2010</respUnit>
  <sumStat type="vald">853</sumStat>
  <sumStat type="invd"/>
  <sumStat type="min"/>
  <sumStat type="max">4332528.77</sumStat>
  <sumStat type="mean">18612.018</sumStat>
  <sumStat type="stdev">159961.606</sumStat>
  <varFormat type="numeric"/>
</var>
<var ID="V127" name="tax26" files="F2" intrvl="contin">
  <labl>Municipal tax collection in Feb. 2010</labl>
  <imputation>Municipal tax collection in Feb. 2010</imputation>
  <security>Municipal tax collection in Feb. 2010</security>
  <embargo>Municipal tax collection in Feb. 2010</embargo>
  <respUnit>Municipal tax collection in Feb. 2010</respUnit>
  <sumStat type="vald">853</sumStat>
  <sumStat type="invd"/>
  <sumStat type="min"/>
  <sumStat type="max">3366442.29</sumStat>
  <sumStat type="mean">15236.655</sumStat>
  <sumStat type="stdev">125601.922</sumStat>
  <varFormat type="numeric"/>
</var>
<var ID="V128" name="tax27" files="F2" intrvl="contin">
  <labl>Municipal tax collection in March 2010</labl>
  <imputation>Municipal tax collection in March 2010</imputation>
  <security>Municipal tax collection in March 2010</security>
  <embargo>Municipal tax collection in March 2010</embargo>
  <respUnit>Municipal tax collection in March 2010</respUnit>
  <sumStat type="vald">853</sumStat>
  <sumStat type="invd"/>
  <sumStat type="min"/>
  <sumStat type="max">3732092.44</sumStat>
  <sumStat type="mean">16986.782</sumStat>
  <sumStat type="stdev">138826.919</sumStat>
  <varFormat type="numeric"/>
</var>
<var ID="V129" name="tax28" files="F2" intrvl="contin">
  <labl>Municipal tax collection in April 2010</labl>
  <imputation>Municipal tax collection in April 2010</imputation>
  <security>Municipal tax collection in April 2010</security>
  <embargo>Municipal tax collection in April 2010</embargo>
  <respUnit>Municipal tax collection in April 2010</respUnit>
  <sumStat type="vald">853</sumStat>
  <sumStat type="invd"/>
  <sumStat type="min"/>
  <sumStat type="max">4230878.33</sumStat>
  <sumStat type="mean">18784.905</sumStat>
  <sumStat type="stdev">157336.686</sumStat>
  <varFormat type="numeric"/>
</var>
<var ID="V130" name="tax29" files="F2" intrvl="contin">
  <labl>Municipal tax collection in May 2010</labl>
  <imputation>Municipal tax collection in May 2010</imputation>
  <security>Municipal tax collection in May 2010</security>
  <embargo>Municipal tax collection in May 2010</embargo>
  <respUnit>Municipal tax collection in May 2010</respUnit>
  <sumStat type="vald">853</sumStat>
  <sumStat type="invd"/>
  <sumStat type="min"/>
  <sumStat type="max">3937805.76</sumStat>
  <sumStat type="mean">16600.489</sumStat>
  <sumStat type="stdev">144772.371</sumStat>
  <varFormat type="numeric"/>
</var>
<var ID="V131" name="tax30" files="F2" intrvl="contin">
  <labl>Municipal tax collection in June 2010</labl>
  <imputation>Municipal tax collection in June 2010</imputation>
  <security>Municipal tax collection in June 2010</security>
  <embargo>Municipal tax collection in June 2010</embargo>
  <respUnit>Municipal tax collection in June 2010</respUnit>
  <sumStat type="vald">853</sumStat>
  <sumStat type="invd"/>
  <sumStat type="min"/>
  <sumStat type="max">4981697.75</sumStat>
  <sumStat type="mean">22521.361</sumStat>
  <sumStat type="stdev">185424.008</sumStat>
  <varFormat type="numeric"/>
</var>
<var ID="V132" name="tax31" files="F2" intrvl="contin">
  <labl>Municipal tax collection in July 2010</labl>
  <imputation>Municipal tax collection in July 2010</imputation>
  <security>Municipal tax collection in July 2010</security>
  <embargo>Municipal tax collection in July 2010</embargo>
  <respUnit>Municipal tax collection in July 2010</respUnit>
  <sumStat type="vald">853</sumStat>
  <sumStat type="invd"/>
  <sumStat type="min"/>
  <sumStat type="max">5050200.26</sumStat>
  <sumStat type="mean">23370.419</sumStat>
  <sumStat type="stdev">188755.902</sumStat>
  <varFormat type="numeric"/>
</var>
<var ID="V133" name="tax32" files="F2" intrvl="contin">
  <labl>Municipal tax collection in Aug. 2010</labl>
  <imputation>Municipal tax collection in Aug. 2010</imputation>
  <security>Municipal tax collection in Aug. 2010</security>
  <embargo>Municipal tax collection in Aug. 2010</embargo>
  <respUnit>Municipal tax collection in Aug. 2010</respUnit>
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  <sumStat type="invd"/>
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  <sumStat type="max">4993341.9</sumStat>
  <sumStat type="mean">22136.86</sumStat>
  <sumStat type="stdev">184539.693</sumStat>
  <varFormat type="numeric"/>
</var>
<var ID="V134" name="tax33" files="F2" intrvl="contin">
  <labl>Municipal tax collection in Sept. 2010</labl>
  <imputation>Municipal tax collection in Sept. 2010</imputation>
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  <embargo>Municipal tax collection in Sept. 2010</embargo>
  <respUnit>Municipal tax collection in Sept. 2010</respUnit>
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  <sumStat type="stdev">190835.253</sumStat>
  <varFormat type="numeric"/>
</var>
<var ID="V135" name="tax34" files="F2" intrvl="contin">
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  <embargo>Municipal tax collection in Oct. 2010</embargo>
  <respUnit>Municipal tax collection in Oct. 2010</respUnit>
  <sumStat type="vald">853</sumStat>
  <sumStat type="invd"/>
  <sumStat type="min"/>
  <sumStat type="max">5471987.95</sumStat>
  <sumStat type="mean">24138.89</sumStat>
  <sumStat type="stdev">202772.729</sumStat>
  <varFormat type="numeric"/>
</var>
<var ID="V136" name="tax35" files="F2" intrvl="contin">
  <labl>Municipal tax collection in Nov. 2010</labl>
  <imputation>Municipal tax collection in Nov. 2010</imputation>
  <security>Municipal tax collection in Nov. 2010</security>
  <embargo>Municipal tax collection in Nov. 2010</embargo>
  <respUnit>Municipal tax collection in Nov. 2010</respUnit>
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  <sumStat type="invd"/>
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  <varFormat type="numeric"/>
</var>
<var ID="V137" name="tax36" files="F2" intrvl="contin">
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  <imputation>Municipal tax collection in Dec. 2010</imputation>
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  <embargo>Municipal tax collection in Dec. 2010</embargo>
  <respUnit>Municipal tax collection in Dec. 2010</respUnit>
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  <varFormat type="numeric"/>
</var>
<var ID="V138" name="tax13" files="F2" intrvl="contin">
  <labl>Municipal tax collection in January 2009</labl>
  <imputation>Municipal tax collection in January 2009</imputation>
  <security>Municipal tax collection in January 2009</security>
  <embargo>Municipal tax collection in January 2009</embargo>
  <respUnit>Municipal tax collection in January 2009</respUnit>
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<var ID="V139" name="tax14" files="F2" intrvl="contin">
  <labl>Municipal tax collection in Feb. 2009</labl>
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  <embargo>Municipal tax collection in Feb. 2009</embargo>
  <respUnit>Municipal tax collection in Feb. 2009</respUnit>
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<var ID="V140" name="tax15" files="F2" intrvl="contin">
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  <respUnit>Municipal tax collection in March 2009</respUnit>
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</var>
<var ID="V141" name="tax16" files="F2" intrvl="contin">
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  <security>Municipal tax collection in April 2009</security>
  <embargo>Municipal tax collection in April 2009</embargo>
  <respUnit>Municipal tax collection in April 2009</respUnit>
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<var ID="V142" name="tax17" files="F2" intrvl="contin">
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  <respUnit>Municipal tax collection in May 2009</respUnit>
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  <varFormat type="numeric"/>
</var>
<var ID="V143" name="tax18" files="F2" intrvl="contin">
  <labl>Municipal tax collection in June 2009</labl>
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  <security>Municipal tax collection in June 2009</security>
  <embargo>Municipal tax collection in June 2009</embargo>
  <respUnit>Municipal tax collection in June 2009</respUnit>
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  <varFormat type="numeric"/>
</var>
<var ID="V144" name="tax19" files="F2" intrvl="contin">
  <labl>Municipal tax collection in July 2009</labl>
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  <respUnit>Municipal tax collection in July 2009</respUnit>
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<var ID="V145" name="tax20" files="F2" intrvl="contin">
  <labl>Municipal tax collection in Aug. 2009</labl>
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<var ID="V146" name="tax21" files="F2" intrvl="contin">
  <labl>Municipal tax collection in Sept. 2009</labl>
  <imputation>Municipal tax collection in Sept. 2009</imputation>
  <security>Municipal tax collection in Sept. 2009</security>
  <embargo>Municipal tax collection in Sept. 2009</embargo>
  <respUnit>Municipal tax collection in Sept. 2009</respUnit>
  <sumStat type="vald">853</sumStat>
  <sumStat type="invd"/>
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  <varFormat type="numeric"/>
</var>
<var ID="V147" name="tax22" files="F2" intrvl="contin">
  <labl>Municipal tax collection in October 2009</labl>
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  <security>Municipal tax collection in October 2009</security>
  <embargo>Municipal tax collection in October 2009</embargo>
  <respUnit>Municipal tax collection in October 2009</respUnit>
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  <sumStat type="invd"/>
  <sumStat type="min"/>
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  <sumStat type="mean">16356.989</sumStat>
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  <varFormat type="numeric"/>
</var>
<var ID="V148" name="tax23" files="F2" intrvl="contin">
  <labl>Municipal tax collection in Nov. 2009</labl>
  <imputation>Municipal tax collection in Nov. 2009</imputation>
  <security>Municipal tax collection in Nov. 2009</security>
  <embargo>Municipal tax collection in Nov. 2009</embargo>
  <respUnit>Municipal tax collection in Nov. 2009</respUnit>
  <sumStat type="vald">853</sumStat>
  <sumStat type="invd"/>
  <sumStat type="min"/>
  <sumStat type="max">3977258.78</sumStat>
  <sumStat type="mean">16789.939</sumStat>
  <sumStat type="stdev">146476.005</sumStat>
  <varFormat type="numeric"/>
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<var ID="V149" name="tax24" files="F2" intrvl="contin">
  <labl>Municipal tax collection in Dec. 2009</labl>
  <imputation>Municipal tax collection in Dec. 2009</imputation>
  <security>Municipal tax collection in Dec. 2009</security>
  <embargo>Municipal tax collection in Dec. 2009</embargo>
  <respUnit>Municipal tax collection in Dec. 2009</respUnit>
  <sumStat type="vald">853</sumStat>
  <sumStat type="invd"/>
  <sumStat type="min"/>
  <sumStat type="max">3904035.03</sumStat>
  <sumStat type="mean">17116.542</sumStat>
  <sumStat type="stdev">144951.253</sumStat>
  <varFormat type="numeric"/>
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<var ID="V150" name="tax1" files="F2" intrvl="contin">
  <labl>Municipal tax collection in January 2008</labl>
  <imputation>Municipal tax collection in January 2008</imputation>
  <security>Municipal tax collection in January 2008</security>
  <embargo>Municipal tax collection in January 2008</embargo>
  <respUnit>Municipal tax collection in January 2008</respUnit>
  <sumStat type="vald">853</sumStat>
  <sumStat type="invd"/>
  <sumStat type="min"/>
  <sumStat type="max">2609830.99</sumStat>
  <sumStat type="mean">11485.557</sumStat>
  <sumStat type="stdev">96733.033</sumStat>
  <varFormat type="numeric"/>
</var>
<var ID="V151" name="tax2" files="F2" intrvl="contin">
  <labl>Municipal tax collection in Feb.2008</labl>
  <imputation>Municipal tax collection in Feb.2008</imputation>
  <security>Municipal tax collection in Feb.2008</security>
  <embargo>Municipal tax collection in Feb.2008</embargo>
  <respUnit>Municipal tax collection in Feb.2008</respUnit>
  <sumStat type="vald">853</sumStat>
  <sumStat type="invd"/>
  <sumStat type="min"/>
  <sumStat type="max">2428117.08</sumStat>
  <sumStat type="mean">10455.92</sumStat>
  <sumStat type="stdev">90028.56</sumStat>
  <varFormat type="numeric"/>
</var>
<var ID="V152" name="tax3" files="F2" intrvl="contin">
  <labl>Municipal tax collection in March 2008</labl>
  <imputation>Municipal tax collection in March 2008</imputation>
  <security>Municipal tax collection in March 2008</security>
  <embargo>Municipal tax collection in March 2008</embargo>
  <respUnit>Municipal tax collection in March 2008</respUnit>
  <sumStat type="vald">853</sumStat>
  <sumStat type="invd"/>
  <sumStat type="min"/>
  <sumStat type="max">2757764.12</sumStat>
  <sumStat type="mean">11972.139</sumStat>
  <sumStat type="stdev">102397.033</sumStat>
  <varFormat type="numeric"/>
</var>
<var ID="V153" name="tax4" files="F2" intrvl="contin">
  <labl>Municipal tax collection in April 2008</labl>
  <imputation>Municipal tax collection in April 2008</imputation>
  <security>Municipal tax collection in April 2008</security>
  <embargo>Municipal tax collection in April 2008</embargo>
  <respUnit>Municipal tax collection in April 2008</respUnit>
  <sumStat type="vald">853</sumStat>
  <sumStat type="invd"/>
  <sumStat type="min"/>
  <sumStat type="max">2404208.45</sumStat>
  <sumStat type="mean">10211.383</sumStat>
  <sumStat type="stdev">88579.09</sumStat>
  <varFormat type="numeric"/>
</var>
<var ID="V154" name="tax5" files="F2" intrvl="contin">
  <labl>Municipal tax collection in May 2008</labl>
  <imputation>Municipal tax collection in May 2008</imputation>
  <security>Municipal tax collection in May 2008</security>
  <embargo>Municipal tax collection in May 2008</embargo>
  <respUnit>Municipal tax collection in May 2008</respUnit>
  <sumStat type="vald">853</sumStat>
  <sumStat type="invd"/>
  <sumStat type="min"/>
  <sumStat type="max">3271494.68</sumStat>
  <sumStat type="mean">14395.596</sumStat>
  <sumStat type="stdev">121875.823</sumStat>
  <varFormat type="numeric"/>
</var>
<var ID="V155" name="tax6" files="F2" intrvl="contin">
  <labl>Municipal tax collection in June 2008</labl>
  <imputation>Municipal tax collection in June 2008</imputation>
  <security>Municipal tax collection in June 2008</security>
  <embargo>Municipal tax collection in June 2008</embargo>
  <respUnit>Municipal tax collection in June 2008</respUnit>
  <sumStat type="vald">853</sumStat>
  <sumStat type="invd"/>
  <sumStat type="min"/>
  <sumStat type="max">2957161.6</sumStat>
  <sumStat type="mean">12990.769</sumStat>
  <sumStat type="stdev">109676.997</sumStat>
  <varFormat type="numeric"/>
</var>
<var ID="V156" name="tax7" files="F2" intrvl="contin">
  <labl>Municipal tax collection in July 2008</labl>
  <imputation>Municipal tax collection in July 2008</imputation>
  <security>Municipal tax collection in July 2008</security>
  <embargo>Municipal tax collection in July 2008</embargo>
  <respUnit>Municipal tax collection in July 2008</respUnit>
  <sumStat type="vald">853</sumStat>
  <sumStat type="invd"/>
  <sumStat type="min"/>
  <sumStat type="max">3136016.49</sumStat>
  <sumStat type="mean">13744.742</sumStat>
  <sumStat type="stdev">116416.732</sumStat>
  <varFormat type="numeric"/>
</var>
<var ID="V157" name="tax8" files="F2" intrvl="contin">
  <labl>Municipal tax collection in Aug. 2008</labl>
  <imputation>Municipal tax collection in Aug. 2008</imputation>
  <security>Municipal tax collection in Aug. 2008</security>
  <embargo>Municipal tax collection in Aug. 2008</embargo>
  <respUnit>Municipal tax collection in Aug. 2008</respUnit>
  <sumStat type="vald">853</sumStat>
  <sumStat type="invd"/>
  <sumStat type="min"/>
  <sumStat type="max">3290918.8</sumStat>
  <sumStat type="mean">14538.695</sumStat>
  <sumStat type="stdev">122089.674</sumStat>
  <varFormat type="numeric"/>
</var>
<var ID="V158" name="tax9" files="F2" intrvl="contin">
  <labl>Municipal tax collection in Sept. 2008</labl>
  <imputation>Municipal tax collection in Sept. 2008</imputation>
  <security>Municipal tax collection in Sept. 2008</security>
  <embargo>Municipal tax collection in Sept. 2008</embargo>
  <respUnit>Municipal tax collection in Sept. 2008</respUnit>
  <sumStat type="vald">853</sumStat>
  <sumStat type="invd"/>
  <sumStat type="min"/>
  <sumStat type="max">3325049.23</sumStat>
  <sumStat type="mean">14766.41</sumStat>
  <sumStat type="stdev">123437.051</sumStat>
  <varFormat type="numeric"/>
</var>
<var ID="V159" name="tax10" files="F2" intrvl="contin">
  <labl>Municipal tax collection in October 2008</labl>
  <imputation>Municipal tax collection in October 2008</imputation>
  <security>Municipal tax collection in October 2008</security>
  <embargo>Municipal tax collection in October 2008</embargo>
  <respUnit>Municipal tax collection in October 2008</respUnit>
  <sumStat type="vald">853</sumStat>
  <sumStat type="invd"/>
  <sumStat type="min"/>
  <sumStat type="max">3436164.01</sumStat>
  <sumStat type="mean">15253.281</sumStat>
  <sumStat type="stdev">127152.271</sumStat>
  <varFormat type="numeric"/>
</var>
<var ID="V160" name="tax11" files="F2" intrvl="contin">
  <labl>Municipal tax collection in Nov. 2008</labl>
  <imputation>Municipal tax collection in Nov. 2008</imputation>
  <security>Municipal tax collection in Nov. 2008</security>
  <embargo>Municipal tax collection in Nov. 2008</embargo>
  <respUnit>Municipal tax collection in Nov. 2008</respUnit>
  <sumStat type="vald">853</sumStat>
  <sumStat type="invd"/>
  <sumStat type="min"/>
  <sumStat type="max">3506856.48</sumStat>
  <sumStat type="mean">15058.693</sumStat>
  <sumStat type="stdev">129277.7</sumStat>
  <varFormat type="numeric"/>
</var>
<var ID="V161" name="tax12" files="F2" intrvl="contin">
  <labl>Municipal tax collection in Dec. 2008</labl>
  <imputation>Municipal tax collection in Dec. 2008</imputation>
  <security>Municipal tax collection in Dec. 2008</security>
  <embargo>Municipal tax collection in Dec. 2008</embargo>
  <respUnit>Municipal tax collection in Dec. 2008</respUnit>
  <sumStat type="vald">853</sumStat>
  <sumStat type="invd"/>
  <sumStat type="min"/>
  <sumStat type="max">3384919.18</sumStat>
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  <sumStat type="stdev">124516.272</sumStat>
  <varFormat type="numeric"/>
</var>
<var ID="V162" name="tax49" files="F2" intrvl="contin">
  <labl>Municipal tax collection in January 2012</labl>
  <imputation>Municipal tax collection in January 2012</imputation>
  <security>Municipal tax collection in January 2012</security>
  <embargo>Municipal tax collection in January 2012</embargo>
  <respUnit>Municipal tax collection in January 2012</respUnit>
  <sumStat type="vald">853</sumStat>
  <sumStat type="invd"/>
  <sumStat type="min"/>
  <sumStat type="max">6377400.73</sumStat>
  <sumStat type="mean">29817.875</sumStat>
  <sumStat type="stdev">238334.271</sumStat>
  <varFormat type="numeric"/>
</var>
<var ID="V163" name="tax50" files="F2" intrvl="contin">
  <labl>Municipal tax collection in Feb. 2012</labl>
  <imputation>Municipal tax collection in Feb. 2012</imputation>
  <security>Municipal tax collection in Feb. 2012</security>
  <embargo>Municipal tax collection in Feb. 2012</embargo>
  <respUnit>Municipal tax collection in Feb. 2012</respUnit>
  <sumStat type="vald">853</sumStat>
  <sumStat type="invd"/>
  <sumStat type="min"/>
  <sumStat type="max">586932.65</sumStat>
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  <varFormat type="numeric"/>
</var>
<var ID="V164" name="tax51" files="F2" intrvl="contin">
  <labl>Municipal tax collection in March 2012</labl>
  <imputation>Municipal tax collection in March 2012</imputation>
  <security>Municipal tax collection in March 2012</security>
  <embargo>Municipal tax collection in March 2012</embargo>
  <respUnit>Municipal tax collection in March 2012</respUnit>
  <sumStat type="vald">853</sumStat>
  <sumStat type="invd"/>
  <sumStat type="min"/>
  <sumStat type="max">10131422.18</sumStat>
  <sumStat type="mean">46051.472</sumStat>
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  <varFormat type="numeric"/>
</var>
<var ID="V165" name="tax52" files="F2" intrvl="contin">
  <labl>Municipal tax collection in April 2012</labl>
  <imputation>Municipal tax collection in April 2012</imputation>
  <security>Municipal tax collection in April 2012</security>
  <embargo>Municipal tax collection in April 2012</embargo>
  <respUnit>Municipal tax collection in April 2012</respUnit>
  <sumStat type="vald">853</sumStat>
  <sumStat type="invd"/>
  <sumStat type="min"/>
  <sumStat type="max">6351943.82</sumStat>
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  <sumStat type="stdev">236710.077</sumStat>
  <varFormat type="numeric"/>
</var>
<var ID="V166" name="tax53" files="F2" intrvl="contin">
  <labl>Municipal tax collection in May 2012</labl>
  <imputation>Municipal tax collection in May 2012</imputation>
  <security>Municipal tax collection in May 2012</security>
  <embargo>Municipal tax collection in May 2012</embargo>
  <respUnit>Municipal tax collection in May 2012</respUnit>
  <sumStat type="vald">853</sumStat>
  <sumStat type="invd"/>
  <sumStat type="min"/>
  <sumStat type="max">6364402.89</sumStat>
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  <varFormat type="numeric"/>
</var>
<var ID="V167" name="tax54" files="F2" intrvl="contin">
  <labl>Municipal tax collection in June 2012</labl>
  <imputation>Municipal tax collection in June 2012</imputation>
  <security>Municipal tax collection in June 2012</security>
  <embargo>Municipal tax collection in June 2012</embargo>
  <respUnit>Municipal tax collection in June 2012</respUnit>
  <sumStat type="vald">853</sumStat>
  <sumStat type="invd"/>
  <sumStat type="min"/>
  <sumStat type="max">6805073.68</sumStat>
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  <varFormat type="numeric"/>
</var>
<var ID="V168" name="tax55" files="F2" intrvl="contin">
  <labl>Municipal tax collection in July 2012</labl>
  <imputation>Municipal tax collection in July 2012</imputation>
  <security>Municipal tax collection in July 2012</security>
  <embargo>Municipal tax collection in July 2012</embargo>
  <respUnit>Municipal tax collection in July 2012</respUnit>
  <sumStat type="vald">853</sumStat>
  <sumStat type="invd"/>
  <sumStat type="min"/>
  <sumStat type="max">6631762.73</sumStat>
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  <varFormat type="numeric"/>
</var>
<var ID="V169" name="tax56" files="F2" intrvl="contin">
  <labl>Municipal tax collection in Aug. 2012</labl>
  <imputation>Municipal tax collection in Aug. 2012</imputation>
  <security>Municipal tax collection in Aug. 2012</security>
  <embargo>Municipal tax collection in Aug. 2012</embargo>
  <respUnit>Municipal tax collection in Aug. 2012</respUnit>
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  <sumStat type="invd"/>
  <sumStat type="min"/>
  <sumStat type="max">6831341.99</sumStat>
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  <varFormat type="numeric"/>
</var>
<var ID="V170" name="tax57" files="F2" intrvl="contin">
  <labl>Municipal tax collection in Sept. 2012</labl>
  <imputation>Municipal tax collection in Sept. 2012</imputation>
  <security>Municipal tax collection in Sept. 2012</security>
  <embargo>Municipal tax collection in Sept. 2012</embargo>
  <respUnit>Municipal tax collection in Sept. 2012</respUnit>
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  <sumStat type="invd"/>
  <sumStat type="min"/>
  <sumStat type="max">7066892.29</sumStat>
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  <varFormat type="numeric"/>
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<var ID="V171" name="tax58" files="F2" intrvl="contin">
  <labl>Municipal tax collection in Oct. 2012</labl>
  <imputation>Municipal tax collection in Oct. 2012</imputation>
  <security>Municipal tax collection in Oct. 2012</security>
  <embargo>Municipal tax collection in Oct. 2012</embargo>
  <respUnit>Municipal tax collection in Oct. 2012</respUnit>
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  <sumStat type="invd"/>
  <sumStat type="min"/>
  <sumStat type="max">6833473.68</sumStat>
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  <varFormat type="numeric"/>
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<var ID="V172" name="tax37" files="F2" intrvl="contin">
  <labl>Municipal tax collection in January 2011</labl>
  <imputation>Municipal tax collection in January 2011</imputation>
  <security>Municipal tax collection in January 2011</security>
  <embargo>Municipal tax collection in January 2011</embargo>
  <respUnit>Municipal tax collection in January 2011</respUnit>
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  <sumStat type="max">5850430.99</sumStat>
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  <varFormat type="numeric"/>
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<var ID="V173" name="tax38" files="F2" intrvl="contin">
  <labl>Municipal tax collection in Feb. 2011</labl>
  <imputation>Municipal tax collection in Feb. 2011</imputation>
  <security>Municipal tax collection in Feb. 2011</security>
  <embargo>Municipal tax collection in Feb. 2011</embargo>
  <respUnit>Municipal tax collection in Feb. 2011</respUnit>
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<var ID="V174" name="tax39" files="F2" intrvl="contin">
  <labl>Municipal tax collection in March 2011</labl>
  <imputation>Municipal tax collection in March 2011</imputation>
  <security>Municipal tax collection in March 2011</security>
  <embargo>Municipal tax collection in March 2011</embargo>
  <respUnit>Municipal tax collection in March 2011</respUnit>
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  <sumStat type="min"/>
  <sumStat type="max">4825988.3</sumStat>
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<var ID="V175" name="tax40" files="F2" intrvl="contin">
  <labl>Municipal tax collection in April 2011</labl>
  <imputation>Municipal tax collection in April 2011</imputation>
  <security>Municipal tax collection in April 2011</security>
  <embargo>Municipal tax collection in April 2011</embargo>
  <respUnit>Municipal tax collection in April 2011</respUnit>
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  <sumStat type="max">5082271.9</sumStat>
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<var ID="V176" name="tax41" files="F2" intrvl="contin">
  <labl>Municipal tax collection in May 2011</labl>
  <imputation>Municipal tax collection in May 2011</imputation>
  <security>Municipal tax collection in May 2011</security>
  <embargo>Municipal tax collection in May 2011</embargo>
  <respUnit>Municipal tax collection in May 2011</respUnit>
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<var ID="V177" name="tax42" files="F2" intrvl="contin">
  <labl>Municipal tax collection in June 2011</labl>
  <imputation>Municipal tax collection in June 2011</imputation>
  <security>Municipal tax collection in June 2011</security>
  <embargo>Municipal tax collection in June 2011</embargo>
  <respUnit>Municipal tax collection in June 2011</respUnit>
  <sumStat type="vald">853</sumStat>
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  <varFormat type="numeric"/>
</var>
<var ID="V178" name="tax43" files="F2" intrvl="contin">
  <labl>Municipal tax collection in July 2011</labl>
  <imputation>Municipal tax collection in July 2011</imputation>
  <security>Municipal tax collection in July 2011</security>
  <embargo>Municipal tax collection in July 2011</embargo>
  <respUnit>Municipal tax collection in July 2011</respUnit>
  <sumStat type="vald">853</sumStat>
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  <sumStat type="max">5829920.78</sumStat>
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  <varFormat type="numeric"/>
</var>
<var ID="V179" name="tax44" files="F2" intrvl="contin">
  <labl>Municipal tax collection in Aug. 2011</labl>
  <imputation>Municipal tax collection in Aug. 2011</imputation>
  <security>Municipal tax collection in Aug. 2011</security>
  <embargo>Municipal tax collection in Aug. 2011</embargo>
  <respUnit>Municipal tax collection in Aug. 2011</respUnit>
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  <sumStat type="min"/>
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  <varFormat type="numeric"/>
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<var ID="V180" name="tax45" files="F2" intrvl="contin">
  <labl>Municipal tax collection in Sept. 2011</labl>
  <imputation>Municipal tax collection in Sept. 2011</imputation>
  <security>Municipal tax collection in Sept. 2011</security>
  <embargo>Municipal tax collection in Sept. 2011</embargo>
  <respUnit>Municipal tax collection in Sept. 2011</respUnit>
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  <sumStat type="max">6083219.14</sumStat>
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<var ID="V181" name="tax46" files="F2" intrvl="contin">
  <labl>Municipal tax collection in October 2011</labl>
  <imputation>Municipal tax collection in October 2011</imputation>
  <security>Municipal tax collection in October 2011</security>
  <embargo>Municipal tax collection in October 2011</embargo>
  <respUnit>Municipal tax collection in October 2011</respUnit>
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  <sumStat type="invd"/>
  <sumStat type="min"/>
  <sumStat type="max">6083482.42</sumStat>
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  <varFormat type="numeric"/>
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<var ID="V182" name="tax47" files="F2" intrvl="contin">
  <labl>Municipal tax collection in Nov. 2011</labl>
  <imputation>Municipal tax collection in Nov. 2011</imputation>
  <security>Municipal tax collection in Nov. 2011</security>
  <embargo>Municipal tax collection in Nov. 2011</embargo>
  <respUnit>Municipal tax collection in Nov. 2011</respUnit>
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  <sumStat type="min"/>
  <sumStat type="max">6129187.79</sumStat>
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  <varFormat type="numeric"/>
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<var ID="V183" name="tax48" files="F2" intrvl="contin">
  <labl>Municipal tax collection in Dec. 2011</labl>
  <imputation>Municipal tax collection in Dec. 2011</imputation>
  <security>Municipal tax collection in Dec. 2011</security>
  <embargo>Municipal tax collection in Dec. 2011</embargo>
  <respUnit>Municipal tax collection in Dec. 2011</respUnit>
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  <sumStat type="max">6341311.23</sumStat>
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  <labl>Planned Implementation Municipalities</labl>
  <imputation>Planned Implementation Municipalities</imputation>
  <security>Planned Implementation Municipalities</security>
  <embargo>Planned Implementation Municipalities</embargo>
  <respUnit>Planned Implementation Municipalities</respUnit>
  <sumStat type="vald">822</sumStat>
  <sumStat type="invd">31</sumStat>
  <catgry>
    <catStat type="vald"/>
  </catgry>
  <catgry>
    <catValu>1</catValu>
    <catStat type="invd"/>
  </catgry>
  <catgry>
    <catValu>Sysmiss</catValu>
  </catgry>
  <varFormat type="numeric"/>
</var>
<var ID="V185" name="populao_2010" files="F2" intrvl="contin">
  <labl>Population in 2010</labl>
  <imputation>Population in 2010</imputation>
  <security>Population in 2010</security>
  <embargo>Population in 2010</embargo>
  <respUnit>Population in 2010</respUnit>
  <sumStat type="vald">822</sumStat>
  <sumStat type="invd">31</sumStat>
  <sumStat type="min">862</sumStat>
  <sumStat type="max">585256</sumStat>
  <sumStat type="mean">14771.28</sumStat>
  <sumStat type="stdev">28572.233</sumStat>
  <varFormat type="numeric"/>
</var>
<var ID="V186" name="gdp" files="F2" intrvl="contin">
  <labl>2008 municipal GDP</labl>
  <imputation>2008 municipal GDP</imputation>
  <security>2008 municipal GDP</security>
  <embargo>2008 municipal GDP</embargo>
  <respUnit>2008 municipal GDP</respUnit>
  <sumStat type="vald">822</sumStat>
  <sumStat type="invd">31</sumStat>
  <sumStat type="min">8798.796</sumStat>
  <sumStat type="max">14869758.977</sumStat>
  <sumStat type="mean">167102.49</sumStat>
  <sumStat type="stdev">586889.941</sumStat>
  <varFormat type="numeric"/>
</var>
<var ID="V187" name="participation_of_industry_in_gdp" files="F2" intrvl="contin">
  <labl>Share of industry in municipal GDP</labl>
  <imputation>Share of industry in municipal GDP</imputation>
  <security>Share of industry in municipal GDP</security>
  <embargo>Share of industry in municipal GDP</embargo>
  <respUnit>Share of industry in municipal GDP</respUnit>
  <sumStat type="vald">822</sumStat>
  <sumStat type="invd">31</sumStat>
  <sumStat type="min">2.525</sumStat>
  <sumStat type="max">88.585</sumStat>
  <sumStat type="mean">15.733</sumStat>
  <sumStat type="stdev">14.606</sumStat>
  <varFormat type="numeric"/>
</var>
<var ID="V188" name="gdp_per_capita_growth_2003_2008" files="F2" intrvl="contin">
  <labl>Municipal GDP growth 2003 to 2008</labl>
  <imputation>Municipal GDP growth 2003 to 2008</imputation>
  <security>Municipal GDP growth 2003 to 2008</security>
  <embargo>Municipal GDP growth 2003 to 2008</embargo>
  <respUnit>Municipal GDP growth 2003 to 2008</respUnit>
  <sumStat type="vald">822</sumStat>
  <sumStat type="invd">31</sumStat>
  <sumStat type="min">88.462</sumStat>
  <sumStat type="max">1939.939</sumStat>
  <sumStat type="mean">181.768</sumStat>
  <sumStat type="stdev">96.425</sumStat>
  <varFormat type="numeric"/>
</var>
<var ID="V189" name="gdp_growth_2003_2008" files="F2" intrvl="contin">
  <labl>Growth in Municipal GDP 2003 to 2008</labl>
  <imputation>Growth in Municipal GDP 2003 to 2008</imputation>
  <security>Growth in Municipal GDP 2003 to 2008</security>
  <embargo>Growth in Municipal GDP 2003 to 2008</embargo>
  <respUnit>Growth in Municipal GDP 2003 to 2008</respUnit>
  <sumStat type="vald">822</sumStat>
  <sumStat type="invd">31</sumStat>
  <sumStat type="min">0.944</sumStat>
  <sumStat type="max">21.516</sumStat>
  <sumStat type="mean">1.901</sumStat>
  <sumStat type="stdev">1.066</sumStat>
  <varFormat type="numeric"/>
</var>
<var ID="V190" name="datadaimplantao" files="F2" intrvl="discrete">
  <labl>Data da implantação</labl>
  <imputation>Data da implantação</imputation>
  <security>Data da implantação</security>
  <embargo>Data da implantação</embargo>
  <respUnit>Data da implantação</respUnit>
  <sumStat type="vald">40</sumStat>
  <sumStat type="invd"/>
  <catgry>
    <catValu>1/19/2012</catValu>
    <catStat type="vald"/>
  </catgry>
  <catgry>
    <catValu>1/23/2012</catValu>
    <catStat type="invd"/>
  </catgry>
  <catgry>
    <catValu>1/24/2012</catValu>
  </catgry>
  <catgry>
    <catValu>10/5/2011</catValu>
  </catgry>
  <catgry>
    <catValu>10/7/2011</catValu>
  </catgry>
  <catgry>
    <catValu>11/16/2011</catValu>
  </catgry>
  <catgry>
    <catValu>11/30/2011</catValu>
  </catgry>
  <catgry>
    <catValu>12/12/2011</catValu>
  </catgry>
  <catgry>
    <catValu>12/20/2011</catValu>
  </catgry>
  <catgry>
    <catValu>12/26/2011</catValu>
  </catgry>
  <catgry>
    <catValu>12/7/2011</catValu>
  </catgry>
  <catgry>
    <catValu>2/13/2012</catValu>
  </catgry>
  <catgry>
    <catValu>2/15/2012</catValu>
  </catgry>
  <catgry>
    <catValu>2/16/2012</catValu>
  </catgry>
  <catgry>
    <catValu>2/17/2012</catValu>
  </catgry>
  <catgry>
    <catValu>2/29/2012</catValu>
  </catgry>
  <catgry>
    <catValu>3/15/2012</catValu>
  </catgry>
  <catgry>
    <catValu>3/20/2012</catValu>
  </catgry>
  <catgry>
    <catValu>9/19/2011</catValu>
  </catgry>
  <varFormat type="character"/>
</var>
<var ID="V191" name="actualtreat" files="F2" intrvl="discrete">
  <labl>Indicator of Whether Municipality was</labl>
  <imputation>Indicator of Whether Municipality was</imputation>
  <security>Indicator of Whether Municipality was</security>
  <embargo>Indicator of Whether Municipality was</embargo>
  <respUnit>Indicator of Whether Municipality was</respUnit>
  <sumStat type="vald">822</sumStat>
  <sumStat type="invd">31</sumStat>
  <catgry>
    <catStat type="vald"/>
  </catgry>
  <catgry>
    <catValu>1</catValu>
    <catStat type="invd"/>
  </catgry>
  <catgry>
    <catValu>Sysmiss</catValu>
  </catgry>
  <varFormat type="numeric"/>
</var>
<var ID="V192" name="formalized1" files="F2" intrvl="contin">
  <labl># firms registering in municipality in January 2008</labl>
  <imputation># firms registering in municipality in January 2008</imputation>
  <security># firms registering in municipality in January 2008</security>
  <embargo># firms registering in municipality in January 2008</embargo>
  <respUnit># firms registering in municipality in January 2008</respUnit>
  <sumStat type="vald">822</sumStat>
  <sumStat type="invd">31</sumStat>
  <sumStat type="min"/>
  <sumStat type="max">137</sumStat>
  <sumStat type="mean">2.751</sumStat>
  <sumStat type="stdev">6.475</sumStat>
  <varFormat type="numeric"/>
</var>
<var ID="V193" name="formalized2" files="F2" intrvl="contin">
  <labl># firms registering in municipality in February 2008</labl>
  <imputation># firms registering in municipality in February 2008</imputation>
  <security># firms registering in municipality in February 2008</security>
  <embargo># firms registering in municipality in February 2008</embargo>
  <respUnit># firms registering in municipality in February 2008</respUnit>
  <sumStat type="vald">822</sumStat>
  <sumStat type="invd">31</sumStat>
  <sumStat type="min"/>
  <sumStat type="max">147</sumStat>
  <sumStat type="mean">2.765</sumStat>
  <sumStat type="stdev">6.846</sumStat>
  <varFormat type="numeric"/>
</var>
<var ID="V194" name="formalized3" files="F2" intrvl="contin">
  <labl># firms registering in municipality in March 2008</labl>
  <imputation># firms registering in municipality in March 2008</imputation>
  <security># firms registering in municipality in March 2008</security>
  <embargo># firms registering in municipality in March 2008</embargo>
  <respUnit># firms registering in municipality in March 2008</respUnit>
  <sumStat type="vald">822</sumStat>
  <sumStat type="invd">31</sumStat>
  <sumStat type="min"/>
  <sumStat type="max">130</sumStat>
  <sumStat type="mean">2.745</sumStat>
  <sumStat type="stdev">6.341</sumStat>
  <varFormat type="numeric"/>
</var>
<var ID="V195" name="formalized4" files="F2" intrvl="contin">
  <labl># firms registering in municipality in April 2008</labl>
  <imputation># firms registering in municipality in April 2008</imputation>
  <security># firms registering in municipality in April 2008</security>
  <embargo># firms registering in municipality in April 2008</embargo>
  <respUnit># firms registering in municipality in April 2008</respUnit>
  <sumStat type="vald">822</sumStat>
  <sumStat type="invd">31</sumStat>
  <sumStat type="min"/>
  <sumStat type="max">182</sumStat>
  <sumStat type="mean">3.26</sumStat>
  <sumStat type="stdev">8.181</sumStat>
  <varFormat type="numeric"/>
</var>
<var ID="V196" name="formalized5" files="F2" intrvl="contin">
  <labl># firms registering in municipality in May 2008</labl>
  <imputation># firms registering in municipality in May 2008</imputation>
  <security># firms registering in municipality in May 2008</security>
  <embargo># firms registering in municipality in May 2008</embargo>
  <respUnit># firms registering in municipality in May 2008</respUnit>
  <sumStat type="vald">822</sumStat>
  <sumStat type="invd">31</sumStat>
  <sumStat type="min"/>
  <sumStat type="max">136</sumStat>
  <sumStat type="mean">2.442</sumStat>
  <sumStat type="stdev">6.27</sumStat>
  <varFormat type="numeric"/>
</var>
<var ID="V197" name="formalized6" files="F2" intrvl="contin">
  <labl># firms registering in municipality in June 2008</labl>
  <imputation># firms registering in municipality in June 2008</imputation>
  <security># firms registering in municipality in June 2008</security>
  <embargo># firms registering in municipality in June 2008</embargo>
  <respUnit># firms registering in municipality in June 2008</respUnit>
  <sumStat type="vald">822</sumStat>
  <sumStat type="invd">31</sumStat>
  <sumStat type="min"/>
  <sumStat type="max">160</sumStat>
  <sumStat type="mean">2.507</sumStat>
  <sumStat type="stdev">6.896</sumStat>
  <varFormat type="numeric"/>
</var>
<var ID="V198" name="formalized7" files="F2" intrvl="contin">
  <labl># firms registering in municipality in July 2008</labl>
  <imputation># firms registering in municipality in July 2008</imputation>
  <security># firms registering in municipality in July 2008</security>
  <embargo># firms registering in municipality in July 2008</embargo>
  <respUnit># firms registering in municipality in July 2008</respUnit>
  <sumStat type="vald">822</sumStat>
  <sumStat type="invd">31</sumStat>
  <sumStat type="min"/>
  <sumStat type="max">143</sumStat>
  <sumStat type="mean">2.682</sumStat>
  <sumStat type="stdev">6.602</sumStat>
  <varFormat type="numeric"/>
</var>
<var ID="V199" name="formalized8" files="F2" intrvl="contin">
  <labl># firms registering in municipality in August 2008</labl>
  <imputation># firms registering in municipality in August 2008</imputation>
  <security># firms registering in municipality in August 2008</security>
  <embargo># firms registering in municipality in August 2008</embargo>
  <respUnit># firms registering in municipality in August 2008</respUnit>
  <sumStat type="vald">822</sumStat>
  <sumStat type="invd">31</sumStat>
  <sumStat type="min"/>
  <sumStat type="max">159</sumStat>
  <sumStat type="mean">2.855</sumStat>
  <sumStat type="stdev">7.228</sumStat>
  <varFormat type="numeric"/>
</var>
<var ID="V200" name="formalized9" files="F2" intrvl="contin">
  <labl># firms registering in municipality in Sept. 2008</labl>
  <imputation># firms registering in municipality in Sept. 2008</imputation>
  <security># firms registering in municipality in Sept. 2008</security>
  <embargo># firms registering in municipality in Sept. 2008</embargo>
  <respUnit># firms registering in municipality in Sept. 2008</respUnit>
  <sumStat type="vald">822</sumStat>
  <sumStat type="invd">31</sumStat>
  <sumStat type="min"/>
  <sumStat type="max">183</sumStat>
  <sumStat type="mean">3.009</sumStat>
  <sumStat type="stdev">8.052</sumStat>
  <varFormat type="numeric"/>
</var>
<var ID="V201" name="formalized10" files="F2" intrvl="contin">
  <labl># firms registering in municipality in October 2008</labl>
  <imputation># firms registering in municipality in October 2008</imputation>
  <security># firms registering in municipality in October 2008</security>
  <embargo># firms registering in municipality in October 2008</embargo>
  <respUnit># firms registering in municipality in October 2008</respUnit>
  <sumStat type="vald">822</sumStat>
  <sumStat type="invd">31</sumStat>
  <sumStat type="min"/>
  <sumStat type="max">215</sumStat>
  <sumStat type="mean">2.991</sumStat>
  <sumStat type="stdev">8.871</sumStat>
  <varFormat type="numeric"/>
</var>
<var ID="V202" name="formalized11" files="F2" intrvl="contin">
  <labl># firms registering in municipality in Nov.2008</labl>
  <imputation># firms registering in municipality in Nov.2008</imputation>
  <security># firms registering in municipality in Nov.2008</security>
  <embargo># firms registering in municipality in Nov.2008</embargo>
  <respUnit># firms registering in municipality in Nov.2008</respUnit>
  <sumStat type="vald">822</sumStat>
  <sumStat type="invd">31</sumStat>
  <sumStat type="min"/>
  <sumStat type="max">183</sumStat>
  <sumStat type="mean">2.749</sumStat>
  <sumStat type="stdev">7.707</sumStat>
  <varFormat type="numeric"/>
</var>
<var ID="V203" name="formalized12" files="F2" intrvl="contin">
  <labl># firms registering in municipality in Dec. 2008</labl>
  <imputation># firms registering in municipality in Dec. 2008</imputation>
  <security># firms registering in municipality in Dec. 2008</security>
  <embargo># firms registering in municipality in Dec. 2008</embargo>
  <respUnit># firms registering in municipality in Dec. 2008</respUnit>
  <sumStat type="vald">822</sumStat>
  <sumStat type="invd">31</sumStat>
  <sumStat type="min"/>
  <sumStat type="max">127</sumStat>
  <sumStat type="mean">2.308</sumStat>
  <sumStat type="stdev">5.749</sumStat>
  <varFormat type="numeric"/>
</var>
<var ID="V204" name="formalized13" files="F2" intrvl="contin">
  <labl># firms registering in municipality in January 2009</labl>
  <imputation># firms registering in municipality in January 2009</imputation>
  <security># firms registering in municipality in January 2009</security>
  <embargo># firms registering in municipality in January 2009</embargo>
  <respUnit># firms registering in municipality in January 2009</respUnit>
  <sumStat type="vald">822</sumStat>
  <sumStat type="invd">31</sumStat>
  <sumStat type="min"/>
  <sumStat type="max">95</sumStat>
  <sumStat type="mean">2.09</sumStat>
  <sumStat type="stdev">4.605</sumStat>
  <varFormat type="numeric"/>
</var>
<var ID="V205" name="formalized14" files="F2" intrvl="contin">
  <labl># firms registering in municipality in Feb.2009</labl>
  <imputation># firms registering in municipality in Feb.2009</imputation>
  <security># firms registering in municipality in Feb.2009</security>
  <embargo># firms registering in municipality in Feb.2009</embargo>
  <respUnit># firms registering in municipality in Feb.2009</respUnit>
  <sumStat type="vald">822</sumStat>
  <sumStat type="invd">31</sumStat>
  <sumStat type="min"/>
  <sumStat type="max">111</sumStat>
  <sumStat type="mean">3.077</sumStat>
  <sumStat type="stdev">5.836</sumStat>
  <varFormat type="numeric"/>
</var>
<var ID="V206" name="formalized15" files="F2" intrvl="contin">
  <labl># firms registering in municipality in March 2009</labl>
  <imputation># firms registering in municipality in March 2009</imputation>
  <security># firms registering in municipality in March 2009</security>
  <embargo># firms registering in municipality in March 2009</embargo>
  <respUnit># firms registering in municipality in March 2009</respUnit>
  <sumStat type="vald">822</sumStat>
  <sumStat type="invd">31</sumStat>
  <sumStat type="min"/>
  <sumStat type="max">161</sumStat>
  <sumStat type="mean">3.717</sumStat>
  <sumStat type="stdev">7.873</sumStat>
  <varFormat type="numeric"/>
</var>
<var ID="V207" name="formalized16" files="F2" intrvl="contin">
  <labl># firms registering in municipality in April 2009</labl>
  <imputation># firms registering in municipality in April 2009</imputation>
  <security># firms registering in municipality in April 2009</security>
  <embargo># firms registering in municipality in April 2009</embargo>
  <respUnit># firms registering in municipality in April 2009</respUnit>
  <sumStat type="vald">822</sumStat>
  <sumStat type="invd">31</sumStat>
  <sumStat type="min"/>
  <sumStat type="max">114</sumStat>
  <sumStat type="mean">2.754</sumStat>
  <sumStat type="stdev">5.657</sumStat>
  <varFormat type="numeric"/>
</var>
<var ID="V208" name="formalized17" files="F2" intrvl="contin">
  <labl># firms registering in municipality in May 2009</labl>
  <imputation># firms registering in municipality in May 2009</imputation>
  <security># firms registering in municipality in May 2009</security>
  <embargo># firms registering in municipality in May 2009</embargo>
  <respUnit># firms registering in municipality in May 2009</respUnit>
  <sumStat type="vald">822</sumStat>
  <sumStat type="invd">31</sumStat>
  <sumStat type="min"/>
  <sumStat type="max">144</sumStat>
  <sumStat type="mean">3.266</sumStat>
  <sumStat type="stdev">6.984</sumStat>
  <varFormat type="numeric"/>
</var>
<var ID="V209" name="formalized18" files="F2" intrvl="contin">
  <labl># firms registering in municipality in June 2009</labl>
  <imputation># firms registering in municipality in June 2009</imputation>
  <security># firms registering in municipality in June 2009</security>
  <embargo># firms registering in municipality in June 2009</embargo>
  <respUnit># firms registering in municipality in June 2009</respUnit>
  <sumStat type="vald">822</sumStat>
  <sumStat type="invd">31</sumStat>
  <sumStat type="min"/>
  <sumStat type="max">178</sumStat>
  <sumStat type="mean">3.116</sumStat>
  <sumStat type="stdev">7.846</sumStat>
  <varFormat type="numeric"/>
</var>
<var ID="V210" name="formalized19" files="F2" intrvl="contin">
  <labl># firms registering in municipality in July 2009</labl>
  <imputation># firms registering in municipality in July 2009</imputation>
  <security># firms registering in municipality in July 2009</security>
  <embargo># firms registering in municipality in July 2009</embargo>
  <respUnit># firms registering in municipality in July 2009</respUnit>
  <sumStat type="vald">822</sumStat>
  <sumStat type="invd">31</sumStat>
  <sumStat type="min"/>
  <sumStat type="max">156</sumStat>
  <sumStat type="mean">3.158</sumStat>
  <sumStat type="stdev">7.223</sumStat>
  <varFormat type="numeric"/>
</var>
<var ID="V211" name="formalized20" files="F2" intrvl="contin">
  <labl># firms registering in municipality in Aug. 2009</labl>
  <imputation># firms registering in municipality in Aug. 2009</imputation>
  <security># firms registering in municipality in Aug. 2009</security>
  <embargo># firms registering in municipality in Aug. 2009</embargo>
  <respUnit># firms registering in municipality in Aug. 2009</respUnit>
  <sumStat type="vald">822</sumStat>
  <sumStat type="invd">31</sumStat>
  <sumStat type="min"/>
  <sumStat type="max">200</sumStat>
  <sumStat type="mean">3.328</sumStat>
  <sumStat type="stdev">8.566</sumStat>
  <varFormat type="numeric"/>
</var>
<var ID="V212" name="formalized21" files="F2" intrvl="contin">
  <labl># firms registering in municipality in Sept.2009</labl>
  <imputation># firms registering in municipality in Sept.2009</imputation>
  <security># firms registering in municipality in Sept.2009</security>
  <embargo># firms registering in municipality in Sept.2009</embargo>
  <respUnit># firms registering in municipality in Sept.2009</respUnit>
  <sumStat type="vald">822</sumStat>
  <sumStat type="invd">31</sumStat>
  <sumStat type="min"/>
  <sumStat type="max">190</sumStat>
  <sumStat type="mean">3.495</sumStat>
  <sumStat type="stdev">8.641</sumStat>
  <varFormat type="numeric"/>
</var>
<var ID="V213" name="formalized22" files="F2" intrvl="contin">
  <labl># firms registering in municipality in October 2009</labl>
  <imputation># firms registering in municipality in October 2009</imputation>
  <security># firms registering in municipality in October 2009</security>
  <embargo># firms registering in municipality in October 2009</embargo>
  <respUnit># firms registering in municipality in October 2009</respUnit>
  <sumStat type="vald">822</sumStat>
  <sumStat type="invd">31</sumStat>
  <sumStat type="min"/>
  <sumStat type="max">166</sumStat>
  <sumStat type="mean">3.038</sumStat>
  <sumStat type="stdev">7.73</sumStat>
  <varFormat type="numeric"/>
</var>
<var ID="V214" name="formalized23" files="F2" intrvl="contin">
  <labl># firms registering in municipality in Nov.2009</labl>
  <imputation># firms registering in municipality in Nov.2009</imputation>
  <security># firms registering in municipality in Nov.2009</security>
  <embargo># firms registering in municipality in Nov.2009</embargo>
  <respUnit># firms registering in municipality in Nov.2009</respUnit>
  <sumStat type="vald">822</sumStat>
  <sumStat type="invd">31</sumStat>
  <sumStat type="min"/>
  <sumStat type="max">174</sumStat>
  <sumStat type="mean">2.83</sumStat>
  <sumStat type="stdev">7.401</sumStat>
  <varFormat type="numeric"/>
</var>
<var ID="V215" name="formalized24" files="F2" intrvl="contin">
  <labl># firms registering in municipality in Dec. 2009</labl>
  <imputation># firms registering in municipality in Dec. 2009</imputation>
  <security># firms registering in municipality in Dec. 2009</security>
  <embargo># firms registering in municipality in Dec. 2009</embargo>
  <respUnit># firms registering in municipality in Dec. 2009</respUnit>
  <sumStat type="vald">822</sumStat>
  <sumStat type="invd">31</sumStat>
  <sumStat type="min"/>
  <sumStat type="max">157</sumStat>
  <sumStat type="mean">2.686</sumStat>
  <sumStat type="stdev">6.946</sumStat>
  <varFormat type="numeric"/>
</var>
<var ID="V216" name="formalized25" files="F2" intrvl="contin">
  <labl># firms registering in municipality in Jan. 2010</labl>
  <imputation># firms registering in municipality in Jan. 2010</imputation>
  <security># firms registering in municipality in Jan. 2010</security>
  <embargo># firms registering in municipality in Jan. 2010</embargo>
  <respUnit># firms registering in municipality in Jan. 2010</respUnit>
  <sumStat type="vald">822</sumStat>
  <sumStat type="invd">31</sumStat>
  <sumStat type="min"/>
  <sumStat type="max">132</sumStat>
  <sumStat type="mean">2.574</sumStat>
  <sumStat type="stdev">5.986</sumStat>
  <varFormat type="numeric"/>
</var>
<var ID="V217" name="formalized26" files="F2" intrvl="contin">
  <labl># firms registering in municipality in Feb.2010</labl>
  <imputation># firms registering in municipality in Feb.2010</imputation>
  <security># firms registering in municipality in Feb.2010</security>
  <embargo># firms registering in municipality in Feb.2010</embargo>
  <respUnit># firms registering in municipality in Feb.2010</respUnit>
  <sumStat type="vald">822</sumStat>
  <sumStat type="invd">31</sumStat>
  <sumStat type="min"/>
  <sumStat type="max">128</sumStat>
  <sumStat type="mean">2.186</sumStat>
  <sumStat type="stdev">5.621</sumStat>
  <varFormat type="numeric"/>
</var>
<var ID="V218" name="formalized27" files="F2" intrvl="contin">
  <labl># firms registering in municipality in March 2010</labl>
  <imputation># firms registering in municipality in March 2010</imputation>
  <security># firms registering in municipality in March 2010</security>
  <embargo># firms registering in municipality in March 2010</embargo>
  <respUnit># firms registering in municipality in March 2010</respUnit>
  <sumStat type="vald">822</sumStat>
  <sumStat type="invd">31</sumStat>
  <sumStat type="min"/>
  <sumStat type="max">176</sumStat>
  <sumStat type="mean">3.257</sumStat>
  <sumStat type="stdev">7.928</sumStat>
  <varFormat type="numeric"/>
</var>
<var ID="V219" name="formalized28" files="F2" intrvl="contin">
  <labl># firms registering in municipality in April 2010</labl>
  <imputation># firms registering in municipality in April 2010</imputation>
  <security># firms registering in municipality in April 2010</security>
  <embargo># firms registering in municipality in April 2010</embargo>
  <respUnit># firms registering in municipality in April 2010</respUnit>
  <sumStat type="vald">822</sumStat>
  <sumStat type="invd">31</sumStat>
  <sumStat type="min"/>
  <sumStat type="max">136</sumStat>
  <sumStat type="mean">2.835</sumStat>
  <sumStat type="stdev">6.511</sumStat>
  <varFormat type="numeric"/>
</var>
<var ID="V220" name="formalized29" files="F2" intrvl="contin">
  <labl># firms registering in municipality in May 2010</labl>
  <imputation># firms registering in municipality in May 2010</imputation>
  <security># firms registering in municipality in May 2010</security>
  <embargo># firms registering in municipality in May 2010</embargo>
  <respUnit># firms registering in municipality in May 2010</respUnit>
  <sumStat type="vald">822</sumStat>
  <sumStat type="invd">31</sumStat>
  <sumStat type="min"/>
  <sumStat type="max">175</sumStat>
  <sumStat type="mean">3.241</sumStat>
  <sumStat type="stdev">8.085</sumStat>
  <varFormat type="numeric"/>
</var>
<var ID="V221" name="formalized30" files="F2" intrvl="contin">
  <labl># firms registering in municipality in June 2010</labl>
  <imputation># firms registering in municipality in June 2010</imputation>
  <security># firms registering in municipality in June 2010</security>
  <embargo># firms registering in municipality in June 2010</embargo>
  <respUnit># firms registering in municipality in June 2010</respUnit>
  <sumStat type="vald">822</sumStat>
  <sumStat type="invd">31</sumStat>
  <sumStat type="min"/>
  <sumStat type="max">171</sumStat>
  <sumStat type="mean">2.912</sumStat>
  <sumStat type="stdev">7.508</sumStat>
  <varFormat type="numeric"/>
</var>
<var ID="V222" name="formalized31" files="F2" intrvl="contin">
  <labl># firms registering in municipality in July 2010</labl>
  <imputation># firms registering in municipality in July 2010</imputation>
  <security># firms registering in municipality in July 2010</security>
  <embargo># firms registering in municipality in July 2010</embargo>
  <respUnit># firms registering in municipality in July 2010</respUnit>
  <sumStat type="vald">822</sumStat>
  <sumStat type="invd">31</sumStat>
  <sumStat type="min"/>
  <sumStat type="max">183</sumStat>
  <sumStat type="mean">3.195</sumStat>
  <sumStat type="stdev">8.243</sumStat>
  <varFormat type="numeric"/>
</var>
<var ID="V223" name="formalized32" files="F2" intrvl="contin">
  <labl># firms registering in municipality in Aug. 2010</labl>
  <imputation># firms registering in municipality in Aug. 2010</imputation>
  <security># firms registering in municipality in Aug. 2010</security>
  <embargo># firms registering in municipality in Aug. 2010</embargo>
  <respUnit># firms registering in municipality in Aug. 2010</respUnit>
  <sumStat type="vald">822</sumStat>
  <sumStat type="invd">31</sumStat>
  <sumStat type="min"/>
  <sumStat type="max">184</sumStat>
  <sumStat type="mean">3.208</sumStat>
  <sumStat type="stdev">8.271</sumStat>
  <varFormat type="numeric"/>
</var>
<var ID="V224" name="formalized33" files="F2" intrvl="contin">
  <labl># firms registering in municipality in Sept. 2010</labl>
  <imputation># firms registering in municipality in Sept. 2010</imputation>
  <security># firms registering in municipality in Sept. 2010</security>
  <embargo># firms registering in municipality in Sept. 2010</embargo>
  <respUnit># firms registering in municipality in Sept. 2010</respUnit>
  <sumStat type="vald">822</sumStat>
  <sumStat type="invd">31</sumStat>
  <sumStat type="min"/>
  <sumStat type="max">174</sumStat>
  <sumStat type="mean">2.814</sumStat>
  <sumStat type="stdev">7.539</sumStat>
  <varFormat type="numeric"/>
</var>
<var ID="V225" name="formalized34" files="F2" intrvl="contin">
  <labl># firms registering in municipality in October 2010</labl>
  <imputation># firms registering in municipality in October 2010</imputation>
  <security># firms registering in municipality in October 2010</security>
  <embargo># firms registering in municipality in October 2010</embargo>
  <respUnit># firms registering in municipality in October 2010</respUnit>
  <sumStat type="vald">822</sumStat>
  <sumStat type="invd">31</sumStat>
  <sumStat type="min"/>
  <sumStat type="max">140</sumStat>
  <sumStat type="mean">2.549</sumStat>
  <sumStat type="stdev">6.439</sumStat>
  <varFormat type="numeric"/>
</var>
<var ID="V226" name="formalized35" files="F2" intrvl="contin">
  <labl># firms registering in municipality in Nov. 2010</labl>
  <imputation># firms registering in municipality in Nov. 2010</imputation>
  <security># firms registering in municipality in Nov. 2010</security>
  <embargo># firms registering in municipality in Nov. 2010</embargo>
  <respUnit># firms registering in municipality in Nov. 2010</respUnit>
  <sumStat type="vald">822</sumStat>
  <sumStat type="invd">31</sumStat>
  <sumStat type="min"/>
  <sumStat type="max">162</sumStat>
  <sumStat type="mean">2.69</sumStat>
  <sumStat type="stdev">7.303</sumStat>
  <varFormat type="numeric"/>
</var>
<var ID="V227" name="formalized36" files="F2" intrvl="contin">
  <labl># firms registering in municipality in Dec. 2010</labl>
  <imputation># firms registering in municipality in Dec. 2010</imputation>
  <security># firms registering in municipality in Dec. 2010</security>
  <embargo># firms registering in municipality in Dec. 2010</embargo>
  <respUnit># firms registering in municipality in Dec. 2010</respUnit>
  <sumStat type="vald">822</sumStat>
  <sumStat type="invd">31</sumStat>
  <sumStat type="min"/>
  <sumStat type="max">181</sumStat>
  <sumStat type="mean">2.844</sumStat>
  <sumStat type="stdev">7.609</sumStat>
  <varFormat type="numeric"/>
</var>
<var ID="V228" name="formalized37" files="F2" intrvl="contin">
  <labl># firms registering in municipality in January 2011</labl>
  <imputation># firms registering in municipality in January 2011</imputation>
  <security># firms registering in municipality in January 2011</security>
  <embargo># firms registering in municipality in January 2011</embargo>
  <respUnit># firms registering in municipality in January 2011</respUnit>
  <sumStat type="vald">822</sumStat>
  <sumStat type="invd">31</sumStat>
  <sumStat type="min"/>
  <sumStat type="max">146</sumStat>
  <sumStat type="mean">2.35</sumStat>
  <sumStat type="stdev">6.246</sumStat>
  <varFormat type="numeric"/>
</var>
<var ID="V229" name="formalized38" files="F2" intrvl="contin">
  <labl># firms registering in municipality in Feb. 2011</labl>
  <imputation># firms registering in municipality in Feb. 2011</imputation>
  <security># firms registering in municipality in Feb. 2011</security>
  <embargo># firms registering in municipality in Feb. 2011</embargo>
  <respUnit># firms registering in municipality in Feb. 2011</respUnit>
  <sumStat type="vald">822</sumStat>
  <sumStat type="invd">31</sumStat>
  <sumStat type="min"/>
  <sumStat type="max">166</sumStat>
  <sumStat type="mean">2.998</sumStat>
  <sumStat type="stdev">7.458</sumStat>
  <varFormat type="numeric"/>
</var>
<var ID="V230" name="formalized39" files="F2" intrvl="contin">
  <labl># firms registering in municipality in March 2011</labl>
  <imputation># firms registering in municipality in March 2011</imputation>
  <security># firms registering in municipality in March 2011</security>
  <embargo># firms registering in municipality in March 2011</embargo>
  <respUnit># firms registering in municipality in March 2011</respUnit>
  <sumStat type="vald">822</sumStat>
  <sumStat type="invd">31</sumStat>
  <sumStat type="min"/>
  <sumStat type="max">179</sumStat>
  <sumStat type="mean">2.918</sumStat>
  <sumStat type="stdev">7.793</sumStat>
  <varFormat type="numeric"/>
</var>
<var ID="V231" name="formalized40" files="F2" intrvl="contin">
  <labl># firms registering in municipality in April 2011</labl>
  <imputation># firms registering in municipality in April 2011</imputation>
  <security># firms registering in municipality in April 2011</security>
  <embargo># firms registering in municipality in April 2011</embargo>
  <respUnit># firms registering in municipality in April 2011</respUnit>
  <sumStat type="vald">822</sumStat>
  <sumStat type="invd">31</sumStat>
  <sumStat type="min"/>
  <sumStat type="max">148</sumStat>
  <sumStat type="mean">2.609</sumStat>
  <sumStat type="stdev">6.671</sumStat>
  <varFormat type="numeric"/>
</var>
<var ID="V232" name="formalized41" files="F2" intrvl="contin">
  <labl># firms registering in municipality in May 2011</labl>
  <imputation># firms registering in municipality in May 2011</imputation>
  <security># firms registering in municipality in May 2011</security>
  <embargo># firms registering in municipality in May 2011</embargo>
  <respUnit># firms registering in municipality in May 2011</respUnit>
  <sumStat type="vald">822</sumStat>
  <sumStat type="invd">31</sumStat>
  <sumStat type="min"/>
  <sumStat type="max">190</sumStat>
  <sumStat type="mean">3.195</sumStat>
  <sumStat type="stdev">8.482</sumStat>
  <varFormat type="numeric"/>
</var>
<var ID="V233" name="formalized42" files="F2" intrvl="contin">
  <labl># firms registering in municipality in June 2011</labl>
  <imputation># firms registering in municipality in June 2011</imputation>
  <security># firms registering in municipality in June 2011</security>
  <embargo># firms registering in municipality in June 2011</embargo>
  <respUnit># firms registering in municipality in June 2011</respUnit>
  <sumStat type="vald">822</sumStat>
  <sumStat type="invd">31</sumStat>
  <sumStat type="min"/>
  <sumStat type="max">181</sumStat>
  <sumStat type="mean">2.955</sumStat>
  <sumStat type="stdev">8.089</sumStat>
  <varFormat type="numeric"/>
</var>
<var ID="V234" name="formalized43" files="F2" intrvl="contin">
  <labl># firms registering in municipality in July 2011</labl>
  <imputation># firms registering in municipality in July 2011</imputation>
  <security># firms registering in municipality in July 2011</security>
  <embargo># firms registering in municipality in July 2011</embargo>
  <respUnit># firms registering in municipality in July 2011</respUnit>
  <sumStat type="vald">822</sumStat>
  <sumStat type="invd">31</sumStat>
  <sumStat type="min"/>
  <sumStat type="max">167</sumStat>
  <sumStat type="mean">2.836</sumStat>
  <sumStat type="stdev">7.467</sumStat>
  <varFormat type="numeric"/>
</var>
<var ID="V235" name="formalized44" files="F2" intrvl="contin">
  <labl># firms registering in municipality in Aug. 2011</labl>
  <imputation># firms registering in municipality in Aug. 2011</imputation>
  <security># firms registering in municipality in Aug. 2011</security>
  <embargo># firms registering in municipality in Aug. 2011</embargo>
  <respUnit># firms registering in municipality in Aug. 2011</respUnit>
  <sumStat type="vald">822</sumStat>
  <sumStat type="invd">31</sumStat>
  <sumStat type="min"/>
  <sumStat type="max">235</sumStat>
  <sumStat type="mean">3.53</sumStat>
  <sumStat type="stdev">9.929</sumStat>
  <varFormat type="numeric"/>
</var>
<var ID="V236" name="formalized45" files="F2" intrvl="contin">
  <labl># firms registering in municipality in Sept. 2011</labl>
  <imputation># firms registering in municipality in Sept. 2011</imputation>
  <security># firms registering in municipality in Sept. 2011</security>
  <embargo># firms registering in municipality in Sept. 2011</embargo>
  <respUnit># firms registering in municipality in Sept. 2011</respUnit>
  <sumStat type="vald">822</sumStat>
  <sumStat type="invd">31</sumStat>
  <sumStat type="min"/>
  <sumStat type="max">101</sumStat>
  <sumStat type="mean">1.387</sumStat>
  <sumStat type="stdev">4.259</sumStat>
  <varFormat type="numeric"/>
</var>
<var ID="V237" name="formalized46" files="F2" intrvl="contin">
  <labl># firms registering in municipality in October 2011</labl>
  <imputation># firms registering in municipality in October 2011</imputation>
  <security># firms registering in municipality in October 2011</security>
  <embargo># firms registering in municipality in October 2011</embargo>
  <respUnit># firms registering in municipality in October 2011</respUnit>
  <sumStat type="vald">822</sumStat>
  <sumStat type="invd">31</sumStat>
  <sumStat type="min"/>
  <sumStat type="max">180</sumStat>
  <sumStat type="mean">2.663</sumStat>
  <sumStat type="stdev">7.666</sumStat>
  <varFormat type="numeric"/>
</var>
<var ID="V238" name="formalized47" files="F2" intrvl="contin">
  <labl># firms registering in municipality in Nov. 2011</labl>
  <imputation># firms registering in municipality in Nov. 2011</imputation>
  <security># firms registering in municipality in Nov. 2011</security>
  <embargo># firms registering in municipality in Nov. 2011</embargo>
  <respUnit># firms registering in municipality in Nov. 2011</respUnit>
  <sumStat type="vald">822</sumStat>
  <sumStat type="invd">31</sumStat>
  <sumStat type="min"/>
  <sumStat type="max">78</sumStat>
  <sumStat type="mean">2.613</sumStat>
  <sumStat type="stdev">5.295</sumStat>
  <varFormat type="numeric"/>
</var>
<var ID="V239" name="formalized48" files="F2" intrvl="contin">
  <labl># firms registering in municipality in Dec. 2011</labl>
  <imputation># firms registering in municipality in Dec. 2011</imputation>
  <security># firms registering in municipality in Dec. 2011</security>
  <embargo># firms registering in municipality in Dec. 2011</embargo>
  <respUnit># firms registering in municipality in Dec. 2011</respUnit>
  <sumStat type="vald">822</sumStat>
  <sumStat type="invd">31</sumStat>
  <sumStat type="min"/>
  <sumStat type="max">109</sumStat>
  <sumStat type="mean">2.282</sumStat>
  <sumStat type="stdev">5.314</sumStat>
  <varFormat type="numeric"/>
</var>
<var ID="V240" name="formalized49" files="F2" intrvl="contin">
  <labl># firms registering in municipality in January 2012</labl>
  <imputation># firms registering in municipality in January 2012</imputation>
  <security># firms registering in municipality in January 2012</security>
  <embargo># firms registering in municipality in January 2012</embargo>
  <respUnit># firms registering in municipality in January 2012</respUnit>
  <sumStat type="vald">822</sumStat>
  <sumStat type="invd">31</sumStat>
  <sumStat type="min"/>
  <sumStat type="max">127</sumStat>
  <sumStat type="mean">2.235</sumStat>
  <sumStat type="stdev">5.871</sumStat>
  <varFormat type="numeric"/>
</var>
<var ID="V241" name="formalized50" files="F2" intrvl="contin">
  <labl># firms registering in municipality in Feb. 2012</labl>
  <imputation># firms registering in municipality in Feb. 2012</imputation>
  <security># firms registering in municipality in Feb. 2012</security>
  <embargo># firms registering in municipality in Feb. 2012</embargo>
  <respUnit># firms registering in municipality in Feb. 2012</respUnit>
  <sumStat type="vald">822</sumStat>
  <sumStat type="invd">31</sumStat>
  <sumStat type="min"/>
  <sumStat type="max">128</sumStat>
  <sumStat type="mean">2.336</sumStat>
  <sumStat type="stdev">5.937</sumStat>
  <varFormat type="numeric"/>
</var>
<var ID="V242" name="formalized51" files="F2" intrvl="contin">
  <labl># firms registering in municipality in March 2012</labl>
  <imputation># firms registering in municipality in March 2012</imputation>
  <security># firms registering in municipality in March 2012</security>
  <embargo># firms registering in municipality in March 2012</embargo>
  <respUnit># firms registering in municipality in March 2012</respUnit>
  <sumStat type="vald">822</sumStat>
  <sumStat type="invd">31</sumStat>
  <sumStat type="min"/>
  <sumStat type="max">127</sumStat>
  <sumStat type="mean">2.805</sumStat>
  <sumStat type="stdev">6.287</sumStat>
  <varFormat type="numeric"/>
</var>
<var ID="V243" name="formalized52" files="F2" intrvl="contin">
  <labl># firms registering in municipality in April 2012</labl>
  <imputation># firms registering in municipality in April 2012</imputation>
  <security># firms registering in municipality in April 2012</security>
  <embargo># firms registering in municipality in April 2012</embargo>
  <respUnit># firms registering in municipality in April 2012</respUnit>
  <sumStat type="vald">822</sumStat>
  <sumStat type="invd">31</sumStat>
  <sumStat type="min"/>
  <sumStat type="max">129</sumStat>
  <sumStat type="mean">2.339</sumStat>
  <sumStat type="stdev">5.928</sumStat>
  <varFormat type="numeric"/>
</var>
<var ID="V244" name="formalized53" files="F2" intrvl="contin">
  <labl># firms registering in municipality in May 2012</labl>
  <imputation># firms registering in municipality in May 2012</imputation>
  <security># firms registering in municipality in May 2012</security>
  <embargo># firms registering in municipality in May 2012</embargo>
  <respUnit># firms registering in municipality in May 2012</respUnit>
  <sumStat type="vald">822</sumStat>
  <sumStat type="invd">31</sumStat>
  <sumStat type="min"/>
  <sumStat type="max">150</sumStat>
  <sumStat type="mean">2.921</sumStat>
  <sumStat type="stdev">7.152</sumStat>
  <varFormat type="numeric"/>
</var>
<var ID="V245" name="formalized54" files="F2" intrvl="contin">
  <labl># firms registering in municipality in June 2012</labl>
  <imputation># firms registering in municipality in June 2012</imputation>
  <security># firms registering in municipality in June 2012</security>
  <embargo># firms registering in municipality in June 2012</embargo>
  <respUnit># firms registering in municipality in June 2012</respUnit>
  <sumStat type="vald">822</sumStat>
  <sumStat type="invd">31</sumStat>
  <sumStat type="min"/>
  <sumStat type="max">152</sumStat>
  <sumStat type="mean">2.453</sumStat>
  <sumStat type="stdev">6.632</sumStat>
  <varFormat type="numeric"/>
</var>
<var ID="V246" name="formalized55" files="F2" intrvl="contin">
  <labl># firms registering in municipality in July 2012</labl>
  <imputation># firms registering in municipality in July 2012</imputation>
  <security># firms registering in municipality in July 2012</security>
  <embargo># firms registering in municipality in July 2012</embargo>
  <respUnit># firms registering in municipality in July 2012</respUnit>
  <sumStat type="vald">822</sumStat>
  <sumStat type="invd">31</sumStat>
  <sumStat type="min"/>
  <sumStat type="max">162</sumStat>
  <sumStat type="mean">2.71</sumStat>
  <sumStat type="stdev">7.228</sumStat>
  <varFormat type="numeric"/>
</var>
<var ID="V247" name="formalized56" files="F2" intrvl="contin">
  <labl># firms registered in municipality in Aug. 2012</labl>
  <imputation># firms registered in municipality in Aug. 2012</imputation>
  <security># firms registered in municipality in Aug. 2012</security>
  <embargo># firms registered in municipality in Aug. 2012</embargo>
  <respUnit># firms registered in municipality in Aug. 2012</respUnit>
  <sumStat type="vald">822</sumStat>
  <sumStat type="invd">31</sumStat>
  <sumStat type="min"/>
  <sumStat type="max">129</sumStat>
  <sumStat type="mean">2.601</sumStat>
  <sumStat type="stdev">6.352</sumStat>
  <varFormat type="numeric"/>
</var>
<var ID="V248" name="gdppercapita" files="F2" dcml="2" intrvl="contin">
  <labl>Municipal GDP per capita</labl>
  <imputation>Municipal GDP per capita</imputation>
  <security>Municipal GDP per capita</security>
  <embargo>Municipal GDP per capita</embargo>
  <respUnit>Municipal GDP per capita</respUnit>
  <sumStat type="vald">822</sumStat>
  <sumStat type="invd">31</sumStat>
  <sumStat type="min">2696.497</sumStat>
  <sumStat type="max">180572.063</sumStat>
  <sumStat type="mean">9541.399</sumStat>
  <sumStat type="stdev">11008.799</sumStat>
  <varFormat type="numeric"/>
</var>
</dataDscr></codeBook>
