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<docDscr>
  <citation>
    <titlStmt>
      <IDNo>ago-lura-siwtl-2026-v1</IDNo>
      <titl>Inquérito sobre Mobilidade e Trabalho das Mulheres em Luanda 2026</titl>
    </titlStmt>
    <prodStmt>
      <producer abbr="" affiliation="University of Cape Town " role="Metadata producer ">DataFirst </producer>
      <prodDate date="2026-07-06">2026-07-06</prodDate>
      <software version="v5">NADA</software>
    </prodStmt>
    <verStmt>
      <version>Version 1 </version>
    </verStmt>
  </citation>
</docDscr>
<stdyDscr>
  <citation>
    <titlStmt>
      <titl>Inquérito sobre Mobilidade e Trabalho das Mulheres em Luanda 2026</titl>
      <subTitl/>
      <altTitl/>
      <parTitl>Survey on Women's Mobility and Work in Luanda 2026</parTitl>
      <IDNo>ago-lura-siwtl-2026-v1</IDNo>
    </titlStmt>
    <rspStmt>
      <AuthEnty affiliation="">Laboratório Urbano de Angola/ Angolan Urban Laboratory (LURA)</AuthEnty>
      <othId role="" affiliation="" email="">
        <p>Instituto de Gestão e Planeamento Urbano de Luanda</p>
      </othId>
      <othId role="" affiliation="" email="">
        <p>Universidade Lusíada de Angola</p>
      </othId>
      <othId role="" affiliation="" email="">
        <p>Instituto Geográfico e Cadastral de Angola</p>
      </othId>
    </rspStmt>
    <prodStmt>
      <copyright/>
      <software version="beta" date="2026-07-06">MetadataEditor</software>
      <prodDate>2026</prodDate>
      <prodPlac>Luanda, Angola </prodPlac>
      <fundAg abbr="LURA " role="">Associação Laboratório Urbano de Angola</fundAg>
      <grantNo/>
    </prodStmt>
    <distStmt>
      <distrbtr abbr="" affiliation="University of Cape Town" URI="https://www.datafirst.uct.ac.za">DataFirst</distrbtr>
      <contact affiliation="" URI="https://www.support@data1st.org" email="support@data1st.org">DataFirst Support</contact>
      <depDate date="2026-07-03"/>
      <distDate date="2026-07-07"/>
    </distStmt>
    <serStmt>
      <serName/>
      <serInfo><![CDATA[]]></serInfo>
    </serStmt>
    <verStmt>
      <version date="2026-07-06">v1.1: Edited, anonymised data for public distribution</version>
      <verResp>DataFirst </verResp>
      <notes><![CDATA[]]></notes>
    </verStmt>
    <biblCit format=""><![CDATA[]]></biblCit>
    <notes><![CDATA[]]></notes>
  </citation>
  <studyAuthorization date="">
    <authorizationStatement><![CDATA[]]></authorizationStatement>
  </studyAuthorization>
  <stdyInfo>
    <studyBudget><![CDATA[]]></studyBudget>
    <subject>
                  
                  
    </subject>
    <abstract><![CDATA[Este conjunto de dados contém as respostas de 245 mulheres que exercem atividades no comércio informal em Luanda, Angola, recolhidas entre 21 e 25 de abril de 2026. As participantes são quitandeiras (n=133), zungueiras (n=87) e outras comerciantes informais (n=25), originárias de diversas províncias de Angola, com maioria proveniente de Luanda (n=121). O inquérito abrange características sociodemográficas, padrões de mobilidade diária, segurança pessoal, redes de apoio e guarda de filhos, e condições económicas e aspirações profissionais. As respondentes têm maioritariamente entre 20 e 40 anos (61%) e nível de escolaridade igual ou inferior ao ensino secundário (76%). O conjunto de dados é disponibilizado em dois ficheiros limpos, em inglês (swmwl-2026-en.csv) e em português (swmwl-2026-pt.csv), contendo cada um 245 linhas e 29 colunas.

This dataset contains responses from 245 women engaged in informal trade in Luanda, Angola, collected between 21 and 25 April 2026. Respondents were market stall vendors (quitandeiras, n=133), street hawkers (zungueiras, n=87), and others in informal activities (n=25), originating from across Angola with the majority from Luanda (n=121). The survey covers socio-demographic characteristics, daily mobility patterns, personal security, childcare and support networks, and economic conditions and aspirations. Respondents were predominantly aged 20-40 (61%) with secondary education or below (76%). The dataset is provided in two cleaned files, in English (swmwl-2026-en.csv) and Portuguese (swmwl-2026-pt.csv), each containing 245 rows and 29 columns.
]]></abstract>
    <sumDscr>
      <collDate date="2026-04-21" event="start" cycle=""/>
      <collDate date="2026-04-25" event="end" cycle=""/>
      <nation abbr="ago">Angola</nation>
      <geogCover>Geographic coverage is limited to women informal traders operating in Luanda, Angola</geogCover>
      <geogCoverNote/>
      <geogUnit/>
      <geoBndBox>
        <westBL>-17.93</westBL>
        <eastBL>24.08</eastBL>
        <southBL> -18.04</southBL>
        <northBL>-4.38</northBL>
      </geoBndBox>
      <anlyUnit><![CDATA[Individuals ]]></anlyUnit>
      <universe><![CDATA[All informal women traders in Luanda ]]></universe>
      <dataKind>Sample survey data [ssd]</dataKind>
    </sumDscr>
    <qualityStatement>
      <standardsCompliance>
        <complianceDescription/>
      </standardsCompliance>
      <otherQualityStatement/>
    </qualityStatement>
    <notes><![CDATA[]]></notes>
    <exPostEvaluation completionDate="" type="">
      <evaluationProcess/>
      <outcomes/>
    </exPostEvaluation>
  </stdyInfo>
  <method>
    <dataColl>
      <timeMeth>Cross-section [cross section]</timeMeth>
      <frequenc/>
      <sampProc><![CDATA[]]></sampProc>
      <sampleFrame>
        <sampleFrameName/>
        <custodian/>
        <universe/>
        <frameUnit isPrimary="">
          <unitType numberOfUnits=""/>
        </frameUnit>
        <updateProcedure/>
      </sampleFrame>
      <deviat/>
      <collMode>Face-to-face paper and pen interview [face-to-face]</collMode>
      <resInstru><![CDATA[]]></resInstru>
      <instrumentDevelopment type=""/>
      <collSitu><![CDATA[Consent was obtained verbally, following the script printed at the beginning of the questionnaire. Respondents were informed that participation was voluntary, anonymous, and that they could stop at any moment. No signatures were collected, in order to avoid gathering personal identifiers and to maintain full anonymity. ]]></collSitu>
      <actMin><![CDATA[]]></actMin>
      <ConOps><![CDATA[]]></ConOps>
      <weight><![CDATA[]]></weight>
      <cleanOps><![CDATA[This dataset was derived from a raw Google Forms export of 245 responses to a survey of women informal traders in Luanda, Angola. The original file contained 86 columns, including 57 uninformative scoring and feedback fields generated by the survey platform. DataFirst restructured the data to 29 variables representing the substantive survey questions, resolved duplicate question headers, and normalized embedded line breaks in open-text responses. Two cleaned versions were produced: a Portuguese file preserving the original responses and an English file with translated headers, categorical values, and free-text answers. Variables were renamed using consistent snake_case conventions, and Stata files were created with language-appropriate variable labels. The resulting dataset is analysis-ready and suitable for use in statistical software, with improved structure, documentation, and accessibility for both Portuguese- and English-speaking users]]></cleanOps>
    </dataColl>
    <notes><![CDATA[]]></notes>
    <anlyInfo>
      <respRate><![CDATA[]]></respRate>
      <EstSmpErr><![CDATA[]]></EstSmpErr>
      <dataAppr><![CDATA[]]></dataAppr>
    </anlyInfo>
    <stdyClas><![CDATA[]]></stdyClas>
  </method>
  <dataAccs>
    <setAvail>
      <accsPlac URI="https://www.datafirst.uct.ac.za/dataportal/index.php/catalog/?page=1&amp;ps=15">DataFirst data repository</accsPlac>
      <origArch/>
      <avlStatus/>
      <collSize/>
      <complete/>
      <fileQnty/>
      <notes><![CDATA[]]></notes>
    </setAvail>
    <useStmt>
      <restrctn/>
      <citReq><![CDATA[Laboratório Urbano de Angola/Angolan Urban Laboratory. Inquérito sobre Mobilidade e Trabalho das Mulheres em Luanda 2026/Survey on Women's Mobility and Work in Luanda  [dataset]. Version 1. Luanda: LURA [producer], 2022. Cape Town: DataFirst [distributor], 2026. DOI:  https://doi.org/10.25828/7ksn-r680]]></citReq>
      <deposReq><![CDATA[Researchers agree to cite the data in their publications using the recommended citation in this metadata record, including the DOI (unique dataset identifier)
Researchers agree to send DataFirst a link to any research publication based on the data ]]></deposReq>
      <conditions><![CDATA[Creative Commons CC-BY 4.0 attribution license]]></conditions>
      <disclaimer><![CDATA[]]></disclaimer>
    </useStmt>
    <notes><![CDATA[]]></notes>
  </dataAccs>
  <notes><![CDATA[]]></notes>
</stdyDscr>
<fileDscr ID="F1">
  <fileTxt>
    <fileName>siwtl-2026-en</fileName>
    <fileCont></fileCont>
    <dimensns>
      <caseQnty>245</caseQnty>
      <varQnty>29</varQnty>
    </dimensns>
    <dataChck></dataChck>
    <dataMsng></dataMsng>
    <verStmt>
      <version></version>
    </verStmt>
  </fileTxt>
  <notes></notes>
</fileDscr>
<fileDscr ID="F2">
  <fileTxt>
    <fileName>siwtl-2026-pt</fileName>
    <fileCont></fileCont>
    <dimensns>
      <caseQnty>245</caseQnty>
      <varQnty>29</varQnty>
    </dimensns>
    <dataChck></dataChck>
    <dataMsng></dataMsng>
    <verStmt>
      <version></version>
    </verStmt>
  </fileTxt>
  <notes></notes>
</fileDscr>
<dataDscr>
<var ID="V1" name="timestamp" files="F1" intrvl="contin">
  <varFormat type="character"/>
  <location width="-9"/>
  <labl>Timestamp</labl>
  <sumStat type="vald">245</sumStat>
</var>
<var ID="V2" name="consent" files="F1" intrvl="contin">
  <varFormat type="character"/>
  <location width="-9"/>
  <labl>Consent to participate</labl>
  <sumStat type="vald">245</sumStat>
</var>
<var ID="V3" name="age_approx" files="F1" intrvl="contin">
  <varFormat type="character"/>
  <location width="-9"/>
  <labl>Approximate age</labl>
  <sumStat type="vald">245</sumStat>
</var>
<var ID="V4" name="education" files="F1" intrvl="contin">
  <varFormat type="character"/>
  <location width="-9"/>
  <labl>Education level</labl>
  <sumStat type="vald">245</sumStat>
</var>
<var ID="V5" name="province_origin" files="F1" intrvl="contin">
  <varFormat type="character"/>
  <location width="-9"/>
  <labl>Province of origin</labl>
  <sumStat type="vald">245</sumStat>
</var>
<var ID="V6" name="activity_type" files="F1" intrvl="contin">
  <varFormat type="character"/>
  <location width="-9"/>
  <labl>Type of activity</labl>
  <sumStat type="vald">245</sumStat>
</var>
<var ID="V7" name="years_in_activity" files="F1" intrvl="contin">
  <varFormat type="character"/>
  <location width="-9"/>
  <labl>How long have you worked in this activity?</labl>
  <sumStat type="vald">245</sumStat>
</var>
<var ID="V8" name="wake_time" files="F1" intrvl="contin">
  <varFormat type="character"/>
  <location width="-9"/>
  <labl>What time do you wake up?</labl>
  <sumStat type="vald">245</sumStat>
</var>
<var ID="V9" name="leave_home_time" files="F1" intrvl="contin">
  <varFormat type="character"/>
  <location width="-9"/>
  <labl>What time do you leave home?</labl>
  <sumStat type="vald">245</sumStat>
</var>
<var ID="V10" name="transport_mode" files="F1" intrvl="contin">
  <varFormat type="character"/>
  <location width="-9"/>
  <labl>Transport used to reach workplace</labl>
  <sumStat type="vald">245</sumStat>
</var>
<var ID="V11" name="transport_spend_daily" files="F1" intrvl="contin">
  <varFormat type="character"/>
  <location width="-9"/>
  <labl>Daily transport spend</labl>
  <sumStat type="vald">245</sumStat>
</var>
<var ID="V12" name="travel_time" files="F1" intrvl="contin">
  <varFormat type="character"/>
  <location width="-9"/>
  <labl>Travel time to workplace</labl>
  <sumStat type="vald">245</sumStat>
</var>
<var ID="V13" name="carry_goods" files="F1" intrvl="contin">
  <varFormat type="character"/>
  <location width="-9"/>
  <labl>Do you carry goods with you?</labl>
  <sumStat type="vald">245</sumStat>
</var>
<var ID="V14" name="arrive_home_time" files="F1" intrvl="contin">
  <varFormat type="character"/>
  <location width="-9"/>
  <labl>What time do you arrive home after work?</labl>
  <sumStat type="vald">245</sumStat>
</var>
<var ID="V15" name="unsafe_situation" files="F1" intrvl="contin">
  <varFormat type="character"/>
  <location width="-9"/>
  <labl>Have you experienced an unsafe situation on the way?</labl>
  <sumStat type="vald">245</sumStat>
</var>
<var ID="V16" name="unsafe_time_of_day" files="F1" intrvl="contin">
  <varFormat type="character"/>
  <location width="-9"/>
  <labl>At what time of day do you feel most unsafe?</labl>
  <sumStat type="vald">245</sumStat>
</var>
<var ID="V17" name="risk_type" files="F1" intrvl="contin">
  <varFormat type="character"/>
  <location width="-9"/>
  <labl>Most frequent type of risk encountered</labl>
  <sumStat type="vald">245</sumStat>
</var>
<var ID="V18" name="has_helper" files="F1" intrvl="contin">
  <varFormat type="character"/>
  <location width="-9"/>
  <labl>Do you have someone who helps you with work or transport?</labl>
  <sumStat type="vald">245</sumStat>
</var>
<var ID="V19" name="helper_who" files="F1" intrvl="contin">
  <varFormat type="character"/>
  <location width="-9"/>
  <labl>If yes, who (helper)?</labl>
  <sumStat type="vald">245</sumStat>
</var>
<var ID="V20" name="has_children" files="F1" intrvl="contin">
  <varFormat type="character"/>
  <location width="-9"/>
  <labl>Do you have children?</labl>
  <sumStat type="vald">245</sumStat>
</var>
<var ID="V21" name="childcare_arranged" files="F1" intrvl="contin">
  <varFormat type="character"/>
  <location width="-9"/>
  <labl>If yes, does someone look after your children?</labl>
  <sumStat type="vald">245</sumStat>
</var>
<var ID="V22" name="childcare_who" files="F1" intrvl="contin">
  <varFormat type="character"/>
  <location width="-9"/>
  <labl>If yes, who (childcare)?</labl>
  <sumStat type="vald">245</sumStat>
</var>
<var ID="V23" name="workday_hindrance" files="F1" intrvl="contin">
  <varFormat type="character"/>
  <location width="-9"/>
  <labl>What most hinders your workday?</labl>
  <sumStat type="vald">245</sumStat>
</var>
<var ID="V24" name="earnings_daily" files="F1" intrvl="contin">
  <varFormat type="character"/>
  <location width="-9"/>
  <labl>Average daily earnings</labl>
  <sumStat type="vald">245</sumStat>
</var>
<var ID="V25" name="hours_daily" files="F1" intrvl="contin">
  <varFormat type="character"/>
  <location width="-9"/>
  <labl>Daily working hours</labl>
  <sumStat type="vald">245</sumStat>
</var>
<var ID="V26" name="desired_improvement" files="F1" intrvl="contin">
  <varFormat type="character"/>
  <location width="-9"/>
  <labl>What improvement to mobility or the market would you most like?</labl>
  <sumStat type="vald">245</sumStat>
</var>
<var ID="V27" name="wants_other_work" files="F1" intrvl="contin">
  <varFormat type="character"/>
  <location width="-9"/>
  <labl>Would you like a different type of work in the future?</labl>
  <sumStat type="vald">245</sumStat>
</var>
<var ID="V28" name="other_work_type" files="F1" intrvl="contin">
  <varFormat type="character"/>
  <location width="-9"/>
  <labl>If yes, what type of work?</labl>
  <sumStat type="vald">245</sumStat>
</var>
<var ID="V29" name="vision_5_years" files="F1" intrvl="contin">
  <varFormat type="character"/>
  <location width="-9"/>
  <labl>How do you imagine yourself in 5 years?</labl>
  <sumStat type="vald">245</sumStat>
</var>
<var ID="V30" name="timestamp" files="F2" intrvl="contin">
  <varFormat type="character"/>
  <location width="-9"/>
  <labl>Carimbo de data/hora</labl>
  <sumStat type="vald">245</sumStat>
</var>
<var ID="V31" name="consent" files="F2" intrvl="contin">
  <varFormat type="character"/>
  <location width="-9"/>
  <labl>Aceita continuar</labl>
  <sumStat type="vald">245</sumStat>
</var>
<var ID="V32" name="age_approx" files="F2" intrvl="contin">
  <varFormat type="character"/>
  <location width="-9"/>
  <labl>Idade aproximada</labl>
  <sumStat type="vald">245</sumStat>
</var>
<var ID="V33" name="education" files="F2" intrvl="contin">
  <varFormat type="character"/>
  <location width="-9"/>
  <labl>Qual é o seu nível de escolaridade?</labl>
  <sumStat type="vald">245</sumStat>
</var>
<var ID="V34" name="province_origin" files="F2" intrvl="contin">
  <varFormat type="character"/>
  <location width="-9"/>
  <labl>Qual é a sua província de origem?</labl>
  <sumStat type="vald">245</sumStat>
</var>
<var ID="V35" name="activity_type" files="F2" intrvl="contin">
  <varFormat type="character"/>
  <location width="-9"/>
  <labl>Tipo de atividade</labl>
  <sumStat type="vald">245</sumStat>
</var>
<var ID="V36" name="years_in_activity" files="F2" intrvl="contin">
  <varFormat type="character"/>
  <location width="-9"/>
  <labl>Há quanto tempo trabalha nesta atividade?</labl>
  <sumStat type="vald">245</sumStat>
</var>
<var ID="V37" name="wake_time" files="F2" intrvl="contin">
  <varFormat type="character"/>
  <location width="-9"/>
  <labl>A que horas acorda?</labl>
  <sumStat type="vald">245</sumStat>
</var>
<var ID="V38" name="leave_home_time" files="F2" intrvl="contin">
  <varFormat type="character"/>
  <location width="-9"/>
  <labl>A que horas sai de casa?</labl>
  <sumStat type="vald">245</sumStat>
</var>
<var ID="V39" name="transport_mode" files="F2" intrvl="contin">
  <varFormat type="character"/>
  <location width="-9"/>
  <labl>Que transporte usa para chegar ao local de trabalho?</labl>
  <sumStat type="vald">245</sumStat>
</var>
<var ID="V40" name="transport_spend_daily" files="F2" intrvl="contin">
  <varFormat type="character"/>
  <location width="-9"/>
  <labl>Quanto gasta por dia em transporte?</labl>
  <sumStat type="vald">245</sumStat>
</var>
<var ID="V41" name="travel_time" files="F2" intrvl="contin">
  <varFormat type="character"/>
  <location width="-9"/>
  <labl>Quanto tempo demora a chegar ao local de trabalho?</labl>
  <sumStat type="vald">245</sumStat>
</var>
<var ID="V42" name="carry_goods" files="F2" intrvl="contin">
  <varFormat type="character"/>
  <location width="-9"/>
  <labl>Transporta mercadoria consigo?</labl>
  <sumStat type="vald">245</sumStat>
</var>
<var ID="V43" name="arrive_home_time" files="F2" intrvl="contin">
  <varFormat type="character"/>
  <location width="-9"/>
  <labl>A que horas chega a casa depois do trabalho?</labl>
  <sumStat type="vald">245</sumStat>
</var>
<var ID="V44" name="unsafe_situation" files="F2" intrvl="contin">
  <varFormat type="character"/>
  <location width="-9"/>
  <labl>Já teve alguma situação de insegurança no caminho?</labl>
  <sumStat type="vald">245</sumStat>
</var>
<var ID="V45" name="unsafe_time_of_day" files="F2" intrvl="contin">
  <varFormat type="character"/>
  <location width="-9"/>
  <labl>Em que período do dia sente mais insegurança?</labl>
  <sumStat type="vald">245</sumStat>
</var>
<var ID="V46" name="risk_type" files="F2" intrvl="contin">
  <varFormat type="character"/>
  <location width="-9"/>
  <labl>Que tipo de risco encontra com mais frequência?</labl>
  <sumStat type="vald">245</sumStat>
</var>
<var ID="V47" name="has_helper" files="F2" intrvl="contin">
  <varFormat type="character"/>
  <location width="-9"/>
  <labl>Tem alguém que a ajuda no trabalho ou no transporte?</labl>
  <sumStat type="vald">245</sumStat>
</var>
<var ID="V48" name="helper_who" files="F2" intrvl="contin">
  <varFormat type="character"/>
  <location width="-9"/>
  <labl>Se sim, quem? (quem ajuda)</labl>
  <sumStat type="vald">245</sumStat>
</var>
<var ID="V49" name="has_children" files="F2" intrvl="contin">
  <varFormat type="character"/>
  <location width="-9"/>
  <labl>Tem filhos?</labl>
  <sumStat type="vald">245</sumStat>
</var>
<var ID="V50" name="childcare_arranged" files="F2" intrvl="contin">
  <varFormat type="character"/>
  <location width="-9"/>
  <labl>Se sim, tem alguém que fica com os seus filhos?</labl>
  <sumStat type="vald">245</sumStat>
</var>
<var ID="V51" name="childcare_who" files="F2" intrvl="contin">
  <varFormat type="character"/>
  <location width="-9"/>
  <labl>Se sim, quem? (quem fica com os filhos)</labl>
  <sumStat type="vald">245</sumStat>
</var>
<var ID="V52" name="workday_hindrance" files="F2" intrvl="contin">
  <varFormat type="character"/>
  <location width="-9"/>
  <labl>O que mais dificulta o seu dia de trabalho?</labl>
  <sumStat type="vald">245</sumStat>
</var>
<var ID="V53" name="earnings_daily" files="F2" intrvl="contin">
  <varFormat type="character"/>
  <location width="-9"/>
  <labl>Quanto ganha por dia, em média?</labl>
  <sumStat type="vald">245</sumStat>
</var>
<var ID="V54" name="hours_daily" files="F2" intrvl="contin">
  <varFormat type="character"/>
  <location width="-9"/>
  <labl>Quantas horas trabalha por dia?</labl>
  <sumStat type="vald">245</sumStat>
</var>
<var ID="V55" name="desired_improvement" files="F2" intrvl="contin">
  <varFormat type="character"/>
  <location width="-9"/>
  <labl>O que mais gostaria que melhorasse na mobilidade ou no mercado?</labl>
  <sumStat type="vald">245</sumStat>
</var>
<var ID="V56" name="wants_other_work" files="F2" intrvl="contin">
  <varFormat type="character"/>
  <location width="-9"/>
  <labl>Gostaria de ter outro tipo de trabalho no futuro?</labl>
  <sumStat type="vald">245</sumStat>
</var>
<var ID="V57" name="other_work_type" files="F2" intrvl="contin">
  <varFormat type="character"/>
  <location width="-9"/>
  <labl>Se sim, qual?</labl>
  <sumStat type="vald">245</sumStat>
</var>
<var ID="V58" name="vision_5_years" files="F2" intrvl="contin">
  <varFormat type="character"/>
  <location width="-9"/>
  <labl>Como se imagina daqui a 5 anos?</labl>
  <sumStat type="vald">245</sumStat>
</var>
</dataDscr></codeBook>
