{"id":5995,"date":"2017-06-21T18:24:56","date_gmt":"2017-06-21T16:24:56","guid":{"rendered":"http:\/\/ipisresearch.be\/?page_id=5995"},"modified":"2024-03-20T17:51:55","modified_gmt":"2024-03-20T16:51:55","slug":"open-data-faq-dictionary","status":"publish","type":"page","link":"https:\/\/ipisresearch.be\/fr\/home\/maps-data\/open-data\/open-data-faq-dictionary\/","title":{"rendered":"Open data FAQ &#038; dictionary"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"5995\" class=\"elementor elementor-5995\" data-elementor-post-type=\"page\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-777f90aa elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"777f90aa\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-1bc17caa\" data-id=\"1bc17caa\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1660cce elementor-widget elementor-widget-text-editor\" data-id=\"1660cce\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>This page lists some Frequently Asked Questions (FAQ) about the IPIS Open Data, and helps you understand the meaning of the different columns and values that occur in the data.\u00a0If you still have questions, don&rsquo;t hesitate to <a href=\"mailto:mapping@ipisresearch.be\">contact us<\/a>!<\/p><div class=\"wp-block-spacer\" style=\"height: 20px;\" aria-hidden=\"true\">\u00a0<\/div><h2 id=\"h-frequently-asked-questions\" class=\"wp-block-heading\">1. Frequently Asked Questions<\/h2><div class=\"wp-block-spacer\" style=\"height: 15px;\" aria-hidden=\"true\">\u00a0<\/div><h3>1.1. FAQ&rsquo;s about IPIS Open Data in general<\/h3><div class=\"wp-block-spacer\" style=\"height: 10px;\" aria-hidden=\"true\">\u00a0<\/div><h5>Which data does IPIS publish?<\/h5><p>IPIS publishes a selection of its datasets, which originate from our data collection campaigns. These datasets have been reviewed and processed. When collecting new data, we may install a delay of up to\u00a06 months between the publication of a report and the disclosure of the information as Open Data. We take care not to publish data on which we do not feel confident enough, or data that, if disclosed, could potentially endanger people on the ground.<\/p><p>Currently, the main dataset in the IPIS Open Data is about\u00a0<strong>artisanal mining sites in eastern DR Congo<\/strong>. Since 2009, surveyor teams visit mining sites in the field, meet with miners and complete predefined\u00a0mobile phone questionnaires. The data collected in the field cover a wide range of information including number of workers, techniques and procedures of extraction, tools and protective equipment, production figures, child labour, presence and interference by state and non-state armed actors, roadblocks near and at the mining sites, conflicts and violence, presence and activity of state services, cooperatives and legal status.<\/p><p>Since 2019, we also publish data about\u00a0<strong>artisanal mining sites in northwest Tanzania<\/strong>, <strong>Zimbabwe <\/strong>and <strong>Central African Republic<\/strong>.<\/p><p>You can find the IPIS reports in which IPIS data are analysed through our <a href=\"https:\/\/ipisresearch.be\/\/publication\/\" target=\"_blank\" rel=\"noreferrer noopener\">publications page<\/a>.<\/p><div class=\"wp-block-spacer\" style=\"height: 15px;\" aria-hidden=\"true\">\u00a0<\/div><h3 class=\"wp-block-heading\">1.2. FAQ&rsquo;s about IPIS DRC mining site data<\/h3><div class=\"wp-block-spacer\" style=\"height: 10px;\" aria-hidden=\"true\">\u00a0<\/div><h5>How does IPIS determine where to send teams?<\/h5><p>We ask several stakeholders to advise us on the areas and mining sites we will visit. These stakeholders include CAMI, BGR, IOM and USAID. We also use detailed maps from the Royal Museum for Central Africa in Tervuren, Belgium, and maps from the UN, to gather knowledge in the location of artisanal mining sites.<br \/>Additionally, we consult with researchers and state agents that know their region very well. They provide us with information such as the number of mines they expect to be in the selected area.<\/p><p>When planning which areas and mines to visit, we take two goals into account:<\/p><ul><li>To map as much mining sites as possible in eastern DRC, also in the remote areas.<\/li><li>To revisit the most important mining sites, or sites for which we know about recent major changes. Some examples of areas we try to revisit regularly are Kalehe, Shabunda and Misisi in South Kivu.<\/li><\/ul><p>Additionally, the donor of a mapping project may have specific requests as to which sites to focus on (e.g. only validated sites, production of certain mineral(s) only,&#8230;).<\/p><h5>How does the security on the ground influence which mines are visited?<\/h5><p>We take the security of our surveyors very seriously and constantly evaluate with them which areas are safe enough to be visited. In 2013-2014, we were not able to visit all of the planned mine sites because of security. In 2015, the situation was different and our methodology and field-communication systems were improved, leading to a wider coverage extent.<\/p><h5>To what extent is the sample of mines intended be, or likely to be, representative of the population of ASM mines in the Congo?<\/h5><p>We strive for our dataset to be as representative as possible of the small scale mining sector in eastern DRC.\u00a0For the following sub-cases, we would state:<\/p><ul><li>Representative for all ASM mines in Congo? \u2013 No. Eastern DRC has its specific context with armed actors playing an important part. Other regions in DRC with small scale mining activities that have their own set of characteristics. One example is the small scale diamond mines in the Kasa\u00ef provinces.<\/li><li>Representative for all mines in a particular province(s), such as North and South Kivu? \u2013 Yes. We do believe that our data is relatively complete and representative of these areas. Treating the statistics from our data per type of mineral improves their accuracy.<\/li><li>Representative for all mines of particular mineral (e.g. 3Ts or gold) \u2013 No. Each region in eastern DRC has its specific context. Only within the principal provinces covered by IPIS, the data is representative per mineral.<\/li><\/ul><div class=\"wp-block-spacer\" style=\"height: 50px;\" aria-hidden=\"true\">\u00a0<\/div><h2 class=\"wp-block-heading\">2. Open Data Dictionary<\/h2><p>To help you understand the columns and values in our Open Data tables, we&rsquo;re defining them in different open data dictionaries. If you still have questions, don&rsquo;t hesitate to <a href=\"mailto:mapping@ipisresearch.be\" target=\"_blank\" rel=\"noopener noreferrer\">contact us<\/a>!<\/p><h3 class=\"wp-block-heading\">Columns and values in the IPIS DRC mining site data<\/h3><p>The following concerns the table\u00a0<strong>cod_mines_curated_all_opendata_p_ipis<\/strong>.<\/p><p><a href=\"https:\/\/ipisresearch.be\/wp-content\/uploads\/2023\/12\/COD_Opendata_Dictionary_Minesenglish.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">Open data dictionary DRC English\u00a0<\/a><\/p><p><a href=\"https:\/\/ipisresearch.be\/wp-content\/uploads\/2023\/12\/COD_Opendata_Dictionary_Minesfrench.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">Open data dictionary DRC French<\/a><\/p><h3 class=\"wp-block-heading\">Columns and values in the IPIS Tanzania mining site data<\/h3><p>The following concerns the table <strong>tza_mines_curated_all_opendata_p_ipis<\/strong>.<\/p><p><a href=\"https:\/\/ipisresearch.be\/\/wp-content\/uploads\/2020\/01\/TZA_Opendata_Dictionary_Minesenglish.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">Open data dictionary Tanzania English<\/a><\/p><h3 class=\"wp-block-heading\">Columns and values in the IPIS Zimbabwe mining site data<\/h3><p>The following concerns the table <strong>zwe_mines_curated_all_opendata_p_ipis<\/strong>.<\/p><p><a href=\"https:\/\/ipisresearch.be\/\/wp-content\/uploads\/2020\/01\/ZWE_Opendata_Dictionary_Minesenglish.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">Open data dictionary Zimbabwe English<\/a><\/p><h3 class=\"wp-block-heading\">Columns and values in the IPIS Central African Republic mining site data<\/h3><p>The following concerns the table <strong>caf_mines_curated_all_opendata_p_ipis<\/strong><\/p><p><a href=\"https:\/\/ipisresearch.be\/\/wp-content\/uploads\/2020\/02\/CAF_Opendata_Dictionary_Minesfrench.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">Open data dictionary CAR French<\/a><\/p><p><a href=\"https:\/\/ipisresearch.be\/\/wp-content\/uploads\/2020\/03\/CAF_Opendata_Dictionary_Mines_English.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">Open data Dictionary CAR English<\/a><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>This page lists some Frequently Asked Questions (FAQ) about the IPIS Open Data, and helps you understand the meaning of the different columns and values that occur in the data.\u00a0If you still have questions, don&rsquo;t hesitate to contact us! \u00a0 1. Frequently Asked Questions \u00a0 1.1. FAQ&rsquo;s about IPIS Open Data in general \u00a0 Which [&hellip;]<\/p>\n","protected":false},"author":10,"featured_media":25321,"parent":5562,"menu_order":5,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"research-program":[7,4],"maps":[],"page_category":[],"class_list":["post-5995","page","type-page","status-publish","has-post-thumbnail","hentry","research-program-conflict-mapping","research-program-natural-resources"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v28.0 (Yoast SEO v28.1) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Open data FAQ &amp; dictionary - IPIS<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/ipisresearch.be\/home\/maps-data\/open-data\/open-data-faq-dictionary\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Open data FAQ &amp; dictionary\" \/>\n<meta property=\"og:description\" content=\"This page lists some Frequently Asked Questions (FAQ) about the IPIS Open Data, and helps you understand the meaning of the different columns and values that occur in the data.\u00a0If you still have questions, don&rsquo;t hesitate to contact us! \u00a0 1. 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