{"doc_desc":{"version_statement":{"version":"Version 1 "},"prod_date":"2026-07-06","producers":[{"name":"DataFirst ","abbr":"DF ","affiliation":"University of Cape Town ","role":"Metadata producer "}],"idno":"ago-lura-siwtl-2026-v1","title":"Inqu\u00e9rito sobre Mobilidade e Trabalho das Mulheres em Luanda 2026"},"study_desc":{"title_statement":{"idno":"ago-lura-siwtl-2026-v1","title":"Inqu\u00e9rito sobre Mobilidade e Trabalho das Mulheres em Luanda 2026","translated_title":"Survey on Women's Mobility and Work in Luanda 2026"},"version_statement":{"version":"v1.1: Edited, anonymised data for public distribution","version_date":"2026-07-06","version_resp":"DataFirst "},"authoring_entity":[{"name":"Laborat\u00f3rio Urbano de Angola\/ Angolan Urban Laboratory (LURA)"}],"production_statement":{"prod_date":"2026","prod_place":"Luanda, Angola ","funding_agencies":[{"name":"Associa\u00e7\u00e3o Laborat\u00f3rio Urbano de Angola","abbr":"LURA "}]},"study_info":{"data_kind":"Sample survey data [ssd]","abstract":"Este conjunto de dados cont\u00e9m as respostas de 245 mulheres que exercem atividades no com\u00e9rcio informal em Luanda, Angola, recolhidas entre 21 e 25 de abril de 2026. As participantes s\u00e3o quitandeiras (n=133), zungueiras (n=87) e outras comerciantes informais (n=25), origin\u00e1rias de diversas prov\u00edncias de Angola, com maioria proveniente de Luanda (n=121). O inqu\u00e9rito abrange caracter\u00edsticas sociodemogr\u00e1ficas, padr\u00f5es de mobilidade di\u00e1ria, seguran\u00e7a pessoal, redes de apoio e guarda de filhos, e condi\u00e7\u00f5es econ\u00f3micas e aspira\u00e7\u00f5es profissionais. As respondentes t\u00eam maioritariamente entre 20 e 40 anos (61%) e n\u00edvel de escolaridade igual ou inferior ao ensino secund\u00e1rio (76%). O conjunto de dados \u00e9 disponibilizado em dois ficheiros limpos, em ingl\u00eas (swmwl-2026-en.csv) e em portugu\u00eas (swmwl-2026-pt.csv), contendo cada um 245 linhas e 29 colunas.\n\nThis 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.\n","analysis_unit":"Individuals ","universe":"All informal women traders in Luanda ","nation":[{"abbreviation":"ago","name":"Angola"}],"bbox":[{"west":"-17.93","south":" -18.04","east":"24.08","north":"-4.38"}],"geog_coverage":"Geographic coverage is limited to women informal traders operating in Luanda, Angola","coll_dates":[{"start":"2026-04-21","end":"2026-04-25"}]},"method":{"data_collection":{"time_method":"Cross-section [cross section]","coll_mode":"Face-to-face paper and pen interview [face-to-face]","coll_situation":"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. ","cleaning_operations":"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"}},"data_access":{"dataset_availability":{"access_place":"DataFirst data repository","access_place_url":"https:\/\/www.datafirst.uct.ac.za\/dataportal\/index.php\/catalog\/?page=1&ps=15"},"dataset_use":{"deposit_req":"Researchers agree to cite the data in their publications using the recommended citation in this metadata record, including the DOI (unique dataset identifier)\nResearchers agree to send DataFirst a link to any research publication based on the data ","cit_req":"Laborat\u00f3rio Urbano de Angola\/Angolan Urban Laboratory. Inqu\u00e9rito 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","conditions":"Creative Commons CC-BY 4.0 attribution license"}},"distribution_statement":{"contact":[{"name":"DataFirst Support","email":"support@data1st.org","uri":"https:\/\/www.support@data1st.org"}],"distributors":[{"name":"DataFirst","affiliation":"University of Cape Town","uri":"https:\/\/www.datafirst.uct.ac.za"}],"deposit_date":"2026-07-03","distribution_date":"2026-07-07"},"oth_id":[{"name":"Instituto de Gest\u00e3o e Planeamento Urbano de Luanda"},{"name":"Universidade Lus\u00edada de Angola"},{"name":"Instituto Geogr\u00e1fico e Cadastral de Angola"}]},"schematype":"survey"}