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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. 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