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data-analytics-event="{"location":"navbar","action":"small_and_medium_teams","context":"solutions","tag":"link","label":"small_and_medium_teams_link_solutions_navbar"}" href="https://github.com/team"> Small and medium teams </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"startups","context":"solutions","tag":"link","label":"startups_link_solutions_navbar"}" href="https://github.com/enterprise/startups"> Startups </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"nonprofits","context":"solutions","tag":"link","label":"nonprofits_link_solutions_navbar"}" href="/solutions/industry/nonprofits"> Nonprofits </a></li> </ul> </div> <div class="border-bottom pb-3 pb-lg-0 border-lg-bottom-0"> <span class="d-block h4 color-fg-default my-1" id="solutions-by-use-case-heading">By use case</span> <ul class="list-style-none f5" aria-labelledby="solutions-by-use-case-heading"> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"devsecops","context":"solutions","tag":"link","label":"devsecops_link_solutions_navbar"}" href="/solutions/use-case/devsecops"> DevSecOps </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"devops","context":"solutions","tag":"link","label":"devops_link_solutions_navbar"}" href="/solutions/use-case/devops"> DevOps </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"ci_cd","context":"solutions","tag":"link","label":"ci_cd_link_solutions_navbar"}" href="/solutions/use-case/ci-cd"> 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<button type="button" class="HeaderMenu-link border-0 width-full width-lg-auto px-0 px-lg-2 py-lg-2 no-wrap d-flex flex-items-center flex-justify-between js-details-target" aria-expanded="false"> Resources <svg opacity="0.5" aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-chevron-down HeaderMenu-icon ml-1"> <path d="M12.78 5.22a.749.749 0 0 1 0 1.06l-4.25 4.25a.749.749 0 0 1-1.06 0L3.22 6.28a.749.749 0 1 1 1.06-1.06L8 8.939l3.72-3.719a.749.749 0 0 1 1.06 0Z"></path> </svg> </button> <div class="HeaderMenu-dropdown dropdown-menu rounded m-0 p-0 pt-2 pt-lg-4 position-relative position-lg-absolute left-0 left-lg-n3 pb-2 pb-lg-4 d-lg-flex flex-wrap dropdown-menu-wide"> <div class="HeaderMenu-column px-lg-4 border-lg-right mb-4 mb-lg-0 pr-lg-7"> <div class="border-bottom pb-3 pb-lg-0 border-lg-bottom-0"> <span class="d-block h4 color-fg-default my-1" id="resources-topics-heading">Topics</span> <ul 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position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"software_development","context":"resources","tag":"link","label":"software_development_link_resources_navbar"}" href="/resources/articles/software-development"> Software Development </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"view_all","context":"resources","tag":"link","label":"view_all_link_resources_navbar"}" href="/resources/articles"> View all </a></li> </ul> </div> </div> <div class="HeaderMenu-column px-lg-4"> <div class="border-bottom pb-3 pb-lg-0 border-lg-bottom-0 border-bottom-0"> <span class="d-block h4 color-fg-default my-1" id="resources-explore-heading">Explore</span> <ul class="list-style-none f5" aria-labelledby="resources-explore-heading"> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary Link--external" target="_blank" data-analytics-event="{"location":"navbar","action":"learning_pathways","context":"resources","tag":"link","label":"learning_pathways_link_resources_navbar"}" href="https://resources.github.com/learn/pathways"> Learning Pathways <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-link-external HeaderMenu-external-icon color-fg-subtle"> <path d="M3.75 2h3.5a.75.75 0 0 1 0 1.5h-3.5a.25.25 0 0 0-.25.25v8.5c0 .138.112.25.25.25h8.5a.25.25 0 0 0 .25-.25v-3.5a.75.75 0 0 1 1.5 0v3.5A1.75 1.75 0 0 1 12.25 14h-8.5A1.75 1.75 0 0 1 2 12.25v-8.5C2 2.784 2.784 2 3.75 2Zm6.854-1h4.146a.25.25 0 0 1 .25.25v4.146a.25.25 0 0 1-.427.177L13.03 4.03 9.28 7.78a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042l3.75-3.75-1.543-1.543A.25.25 0 0 1 10.604 1Z"></path> </svg> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary Link--external" target="_blank" data-analytics-event="{"location":"navbar","action":"events_amp_webinars","context":"resources","tag":"link","label":"events_amp_webinars_link_resources_navbar"}" href="https://resources.github.com"> Events & Webinars <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-link-external HeaderMenu-external-icon color-fg-subtle"> <path d="M3.75 2h3.5a.75.75 0 0 1 0 1.5h-3.5a.25.25 0 0 0-.25.25v8.5c0 .138.112.25.25.25h8.5a.25.25 0 0 0 .25-.25v-3.5a.75.75 0 0 1 1.5 0v3.5A1.75 1.75 0 0 1 12.25 14h-8.5A1.75 1.75 0 0 1 2 12.25v-8.5C2 2.784 2.784 2 3.75 2Zm6.854-1h4.146a.25.25 0 0 1 .25.25v4.146a.25.25 0 0 1-.427.177L13.03 4.03 9.28 7.78a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042l3.75-3.75-1.543-1.543A.25.25 0 0 1 10.604 1Z"></path> </svg> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"ebooks_amp_whitepapers","context":"resources","tag":"link","label":"ebooks_amp_whitepapers_link_resources_navbar"}" href="https://github.com/resources/whitepapers"> Ebooks & Whitepapers </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"customer_stories","context":"resources","tag":"link","label":"customer_stories_link_resources_navbar"}" href="https://github.com/customer-stories"> Customer Stories </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary Link--external" target="_blank" data-analytics-event="{"location":"navbar","action":"partners","context":"resources","tag":"link","label":"partners_link_resources_navbar"}" href="https://partner.github.com"> Partners <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-link-external HeaderMenu-external-icon color-fg-subtle"> <path d="M3.75 2h3.5a.75.75 0 0 1 0 1.5h-3.5a.25.25 0 0 0-.25.25v8.5c0 .138.112.25.25.25h8.5a.25.25 0 0 0 .25-.25v-3.5a.75.75 0 0 1 1.5 0v3.5A1.75 1.75 0 0 1 12.25 14h-8.5A1.75 1.75 0 0 1 2 12.25v-8.5C2 2.784 2.784 2 3.75 2Zm6.854-1h4.146a.25.25 0 0 1 .25.25v4.146a.25.25 0 0 1-.427.177L13.03 4.03 9.28 7.78a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042l3.75-3.75-1.543-1.543A.25.25 0 0 1 10.604 1Z"></path> </svg> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"executive_insights","context":"resources","tag":"link","label":"executive_insights_link_resources_navbar"}" href="https://github.com/solutions/executive-insights"> Executive Insights </a></li> </ul> </div> </div> </div> </li> <li class="HeaderMenu-item position-relative flex-wrap flex-justify-between flex-items-center d-block d-lg-flex flex-lg-nowrap flex-lg-items-center js-details-container js-header-menu-item"> <button type="button" class="HeaderMenu-link border-0 width-full width-lg-auto px-0 px-lg-2 py-lg-2 no-wrap d-flex flex-items-center flex-justify-between js-details-target" aria-expanded="false"> Open Source <svg opacity="0.5" aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-chevron-down HeaderMenu-icon ml-1"> <path d="M12.78 5.22a.749.749 0 0 1 0 1.06l-4.25 4.25a.749.749 0 0 1-1.06 0L3.22 6.28a.749.749 0 1 1 1.06-1.06L8 8.939l3.72-3.719a.749.749 0 0 1 1.06 0Z"></path> </svg> </button> <div class="HeaderMenu-dropdown dropdown-menu rounded m-0 p-0 pt-2 pt-lg-4 position-relative position-lg-absolute left-0 left-lg-n3 pb-2 pb-lg-4 px-lg-4"> <div class="HeaderMenu-column"> <div class="border-bottom pb-3 pb-lg-0 pb-lg-3 mb-3 mb-lg-0 mb-lg-3"> <ul class="list-style-none f5" > <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description" data-analytics-event="{"location":"navbar","action":"github_sponsors","context":"open_source","tag":"link","label":"github_sponsors_link_open_source_navbar"}" href="/sponsors"> <div> <div class="color-fg-default h4">GitHub Sponsors</div> Fund open source developers </div> </a></li> </ul> </div> <div class="border-bottom pb-3 pb-lg-0 pb-lg-3 mb-3 mb-lg-0 mb-lg-3"> <ul class="list-style-none f5" > <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description" data-analytics-event="{"location":"navbar","action":"the_readme_project","context":"open_source","tag":"link","label":"the_readme_project_link_open_source_navbar"}" href="https://github.com/readme"> <div> <div class="color-fg-default h4">The ReadME Project</div> GitHub community articles </div> </a></li> </ul> </div> <div class="border-bottom pb-3 pb-lg-0 border-bottom-0"> <span class="d-block h4 color-fg-default my-1" id="open-source-repositories-heading">Repositories</span> <ul class="list-style-none f5" aria-labelledby="open-source-repositories-heading"> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"topics","context":"open_source","tag":"link","label":"topics_link_open_source_navbar"}" href="https://github.com/topics"> Topics </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"trending","context":"open_source","tag":"link","label":"trending_link_open_source_navbar"}" href="https://github.com/trending"> Trending </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"collections","context":"open_source","tag":"link","label":"collections_link_open_source_navbar"}" href="https://github.com/collections"> Collections </a></li> </ul> </div> </div> </div> </li> <li class="HeaderMenu-item position-relative flex-wrap flex-justify-between flex-items-center d-block d-lg-flex flex-lg-nowrap flex-lg-items-center js-details-container js-header-menu-item"> <button type="button" class="HeaderMenu-link border-0 width-full width-lg-auto px-0 px-lg-2 py-lg-2 no-wrap d-flex flex-items-center flex-justify-between js-details-target" aria-expanded="false"> Enterprise <svg opacity="0.5" aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-chevron-down HeaderMenu-icon ml-1"> <path d="M12.78 5.22a.749.749 0 0 1 0 1.06l-4.25 4.25a.749.749 0 0 1-1.06 0L3.22 6.28a.749.749 0 1 1 1.06-1.06L8 8.939l3.72-3.719a.749.749 0 0 1 1.06 0Z"></path> </svg> </button> <div class="HeaderMenu-dropdown dropdown-menu rounded m-0 p-0 pt-2 pt-lg-4 position-relative position-lg-absolute left-0 left-lg-n3 pb-2 pb-lg-4 px-lg-4"> <div class="HeaderMenu-column"> <div class="border-bottom pb-3 pb-lg-0 pb-lg-3 mb-3 mb-lg-0 mb-lg-3"> <ul class="list-style-none f5" > <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description" data-analytics-event="{"location":"navbar","action":"enterprise_platform","context":"enterprise","tag":"link","label":"enterprise_platform_link_enterprise_navbar"}" href="/enterprise"> <svg aria-hidden="true" height="24" viewBox="0 0 24 24" version="1.1" width="24" data-view-component="true" class="octicon octicon-stack color-fg-subtle mr-3"> <path d="M11.063 1.456a1.749 1.749 0 0 1 1.874 0l8.383 5.316a1.751 1.751 0 0 1 0 2.956l-8.383 5.316a1.749 1.749 0 0 1-1.874 0L2.68 9.728a1.751 1.751 0 0 1 0-2.956Zm1.071 1.267a.25.25 0 0 0-.268 0L3.483 8.039a.25.25 0 0 0 0 .422l8.383 5.316a.25.25 0 0 0 .268 0l8.383-5.316a.25.25 0 0 0 0-.422Z"></path><path d="M1.867 12.324a.75.75 0 0 1 1.035-.232l8.964 5.685a.25.25 0 0 0 .268 0l8.964-5.685a.75.75 0 0 1 .804 1.267l-8.965 5.685a1.749 1.749 0 0 1-1.874 0l-8.965-5.685a.75.75 0 0 1-.231-1.035Z"></path><path d="M1.867 16.324a.75.75 0 0 1 1.035-.232l8.964 5.685a.25.25 0 0 0 .268 0l8.964-5.685a.75.75 0 0 1 .804 1.267l-8.965 5.685a1.749 1.749 0 0 1-1.874 0l-8.965-5.685a.75.75 0 0 1-.231-1.035Z"></path> </svg> <div> <div class="color-fg-default h4">Enterprise platform</div> AI-powered developer platform </div> </a></li> </ul> </div> <div class="border-bottom pb-3 pb-lg-0 border-bottom-0"> <span class="d-block h4 color-fg-default my-1" id="enterprise-available-add-ons-heading">Available add-ons</span> <ul class="list-style-none f5" aria-labelledby="enterprise-available-add-ons-heading"> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex 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2.093.584.235 1.077.546 1.474.952.85.869 1.132 2.037 1.132 3.368 0 .368-.014.733-.052 1.086.23.462.477 1.088.644 1.517 1.258.364 2.233 1.721 2.605 2.656a.832.832 0 0 1 .053.22v2.869a.641.641 0 0 1-.078.256ZM12.172 11h-.344a4.323 4.323 0 0 1-.355.508C10.703 12.455 9.555 13 7.965 13c-1.725 0-2.989-.359-3.782-1.259a2.005 2.005 0 0 1-.085-.104L4 11.741v6.585c1.435.779 4.514 2.179 8 2.179 3.486 0 6.565-1.4 8-2.179v-6.585l-.098-.104s-.033.045-.085.104c-.793.9-2.057 1.259-3.782 1.259-1.59 0-2.738-.545-3.508-1.492a4.323 4.323 0 0 1-.355-.508h-.016.016Zm.641-2.935c.136 1.057.403 1.913.878 2.497.442.544 1.134.938 2.344.938 1.573 0 2.292-.337 2.657-.751.384-.435.558-1.15.558-2.361 0-1.14-.243-1.847-.705-2.319-.477-.488-1.319-.862-2.824-1.025-1.487-.161-2.192.138-2.533.529-.269.307-.437.808-.438 1.578v.021c0 .265.021.562.063.893Zm-1.626 0c.042-.331.063-.628.063-.894v-.02c-.001-.77-.169-1.271-.438-1.578-.341-.391-1.046-.69-2.533-.529-1.505.163-2.347.537-2.824 1.025-.462.472-.705 1.179-.705 2.319 0 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data-menu-button-text> Shell <span>5</span> </span> </a> <a class="select-menu-item" role="menuitemradio" href="https://github.com/topics/data-wrangling?l=typescript" aria-checked="false"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check select-menu-item-icon"> <path d="M13.78 4.22a.75.75 0 0 1 0 1.06l-7.25 7.25a.75.75 0 0 1-1.06 0L2.22 9.28a.751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018L6 10.94l6.72-6.72a.75.75 0 0 1 1.06 0Z"></path> </svg> <span class="select-menu-item-text d-flex flex-justify-between" data-menu-button-text> TypeScript <span>5</span> </span> </a> <a class="select-menu-item" role="menuitemradio" href="https://github.com/topics/data-wrangling?l=go" aria-checked="false"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check select-menu-item-icon"> <path d="M13.78 4.22a.75.75 0 0 1 0 1.06l-7.25 7.25a.75.75 0 0 1-1.06 0L2.22 9.28a.751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018L6 10.94l6.72-6.72a.75.75 0 0 1 1.06 0Z"></path> </svg> <span class="select-menu-item-text d-flex flex-justify-between" data-menu-button-text> Go <span>4</span> </span> </a> <a class="select-menu-item" role="menuitemradio" href="https://github.com/topics/data-wrangling?l=java" aria-checked="false"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check select-menu-item-icon"> <path d="M13.78 4.22a.75.75 0 0 1 0 1.06l-7.25 7.25a.75.75 0 0 1-1.06 0L2.22 9.28a.751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018L6 10.94l6.72-6.72a.75.75 0 0 1 1.06 0Z"></path> </svg> <span class="select-menu-item-text d-flex flex-justify-between" data-menu-button-text> Java <span>4</span> </span> </a> <a class="select-menu-item" role="menuitemradio" href="https://github.com/topics/data-wrangling?l=julia" aria-checked="false"> <svg 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data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":9047,"originating_url":"https://github.com/topics/data-wrangling","user_id":null}}" data-hydro-click-hmac="0acf48fd8cd3d4462158a93a27b041745b173103c3b7653acdee81723d730dc5" title="Topic: reinforcement-learning" href="/topics/reinforcement-learning" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">reinforcement-learning</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":9290,"originating_url":"https://github.com/topics/data-wrangling","user_id":null}}" data-hydro-click-hmac="3cffc952a880b4576aca81a5680fc3ce19d01effec1c575532c6c0f64d2afeec" title="Topic: deep-learning" href="/topics/deep-learning" data-view-component="true" class="topic-tag 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class="topic-tag topic-tag-link Link f6 mb-2">analytics</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":13856,"originating_url":"https://github.com/topics/data-wrangling","user_id":null}}" data-hydro-click-hmac="b77d9dc3881f89f41a8413036a5d98fb172452a48964e1f2c19594167639af87" title="Topic: scikit-learn" href="/topics/scikit-learn" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">scikit-learn</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":24132,"originating_url":"https://github.com/topics/data-wrangling","user_id":null}}" data-hydro-click-hmac="9f247dc6d13a0cbf294c7e1338709de4438ef795198bcf2645fdd40726f59592" title="Topic: artificial-intelligence" 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data-hydro-click-hmac="f2013df7076f0cff990609024eeb4294c8fc0ac893a0a01e0cb3ead5d75b9297" title="Topic: data-wrangling" href="/topics/data-wrangling" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">data-wrangling</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":288965,"originating_url":"https://github.com/topics/data-wrangling","user_id":null}}" data-hydro-click-hmac="d0d4f170ba918cb387a82b3a234e79c9a3a175950c1a0f88cf677aa95fa6202d" title="Topic: online-course" href="/topics/online-course" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">online-course</a> </div> <div class="p-3"> <ul class="d-flex f6 list-style-none color-fg-muted"> <li class="mr-4"> Updated <relative-time datetime="2024-08-17T07:00:25Z" class="no-wrap">Aug 17, 2024</relative-time> </li> </ul> </div> </div> </article> <article 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data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">data-analysis</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":93835,"originating_url":"https://github.com/topics/data-wrangling","user_id":null}}" data-hydro-click-hmac="f2013df7076f0cff990609024eeb4294c8fc0ac893a0a01e0cb3ead5d75b9297" title="Topic: data-wrangling" href="/topics/data-wrangling" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">data-wrangling</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":119700,"originating_url":"https://github.com/topics/data-wrangling","user_id":null}}" data-hydro-click-hmac="8adeddcae214b7927d6a790de27eaac555643f5d30dc75bcabb9134f4c07cde4" title="Topic: dask" 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topic-tag-link Link f6 mb-2">data-visualization</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":61115,"originating_url":"https://github.com/topics/data-wrangling","user_id":null}}" data-hydro-click-hmac="e417a4f2a96c6fde6bbc20aa87a376536e1e2f5e23242c6eceb5a40c5467929c" title="Topic: data-analysis" href="/topics/data-analysis" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">data-analysis</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":93835,"originating_url":"https://github.com/topics/data-wrangling","user_id":null}}" data-hydro-click-hmac="f2013df7076f0cff990609024eeb4294c8fc0ac893a0a01e0cb3ead5d75b9297" title="Topic: data-wrangling" href="/topics/data-wrangling" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">data-wrangling</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":110800,"originating_url":"https://github.com/topics/data-wrangling","user_id":null}}" data-hydro-click-hmac="93b8933e87f8e4404d190ab23e7200927ef657b44166c2e8d57ee71180d7b5a5" title="Topic: data-management" href="/topics/data-management" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">data-management</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":119878,"originating_url":"https://github.com/topics/data-wrangling","user_id":null}}" data-hydro-click-hmac="2034e737c38c36ab10e0fc0270d91294942a9eace20d5b71088db6ac57e9136f" title="Topic: data-manipulation" href="/topics/data-manipulation" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">data-manipulation</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":189384,"originating_url":"https://github.com/topics/data-wrangling","user_id":null}}" data-hydro-click-hmac="c6b84b9dbf1cc107126548a9313fde2e7ba9dad4ab86285677104966c9253a85" title="Topic: data-cleaning" href="/topics/data-cleaning" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">data-cleaning</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":395977,"originating_url":"https://github.com/topics/data-wrangling","user_id":null}}" data-hydro-click-hmac="66bcdb375f4ce9cecb526c1cc6fc7ea5dbfc85b2250ea07fe6a68071fb2be670" title="Topic: data-munging" href="/topics/data-munging" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">data-munging</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":522571,"originating_url":"https://github.com/topics/data-wrangling","user_id":null}}" data-hydro-click-hmac="ca63c0cc9e0b9af9e5a695f5dcb6072b3bafff1023bb083075d32c5d292a44cb" title="Topic: data-cleansing" href="/topics/data-cleansing" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">data-cleansing</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":683866,"originating_url":"https://github.com/topics/data-wrangling","user_id":null}}" data-hydro-click-hmac="95ecabe5cadebe3a571c9696522cd86cd2aadd42dd3313fc588fc1009090ed8e" title="Topic: data-forge" href="/topics/data-forge" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">data-forge</a> </div> <div class="p-3"> <ul class="d-flex f6 list-style-none color-fg-muted"> <li class="mr-4"> Updated <relative-time datetime="2024-10-26T02:12:19Z" class="no-wrap">Oct 26, 2024</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #3178c6"></span> <span itemprop="programmingLanguage">TypeScript</span> </span> </li> </ul> </div> </div> </article> <article class="border rounded color-shadow-small color-bg-subtle my-4"> 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data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":2129,"originating_url":"https://github.com/topics/data-wrangling","user_id":null}}" data-hydro-click-hmac="6d908e891c03fea0c6c1fe044ccd91b97cd4f54a1fbc88ac488b2e995370aba5" title="Topic: data-science" href="/topics/data-science" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">data-science</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":2131,"originating_url":"https://github.com/topics/data-wrangling","user_id":null}}" data-hydro-click-hmac="970442cb96234108bbaf2702f04fe8332534370e6bd1930ca4aeafd7a4bbae24" title="Topic: data" href="/topics/data" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">data</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":2169,"originating_url":"https://github.com/topics/data-wrangling","user_id":null}}" data-hydro-click-hmac="8a34c374fe02c4139222d071778987e18c8539d6349cdded5ed2efc704b3508b" title="Topic: machine-learning" href="/topics/machine-learning" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">machine-learning</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":61115,"originating_url":"https://github.com/topics/data-wrangling","user_id":null}}" data-hydro-click-hmac="e417a4f2a96c6fde6bbc20aa87a376536e1e2f5e23242c6eceb5a40c5467929c" title="Topic: data-analysis" href="/topics/data-analysis" data-view-component="true" class="topic-tag topic-tag-link 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data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">data-preprocessing</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":180901,"originating_url":"https://github.com/topics/data-wrangling","user_id":null}}" data-hydro-click-hmac="494bd0b538e6ce39078d424af57a6343220e92fc331ebfb54797a3fea8abc928" title="Topic: data-preparation" href="/topics/data-preparation" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">data-preparation</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":189384,"originating_url":"https://github.com/topics/data-wrangling","user_id":null}}" data-hydro-click-hmac="c6b84b9dbf1cc107126548a9313fde2e7ba9dad4ab86285677104966c9253a85" title="Topic: 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class="topic-tag topic-tag-link Link f6 mb-2">statistical-inference</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":50204,"originating_url":"https://github.com/topics/data-wrangling","user_id":null}}" data-hydro-click-hmac="f54735da3b763f78f5f80a91b43cb9c33aaa00ca38837ffa36f5a860738c31a3" title="Topic: rstats" href="/topics/rstats" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">rstats</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":68947,"originating_url":"https://github.com/topics/data-wrangling","user_id":null}}" data-hydro-click-hmac="b2b6174e928f2857cd2808a028cd5560c5c82c00b4bda80f383713ddedba6b43" title="Topic: confidence-intervals" href="/topics/confidence-intervals" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">confidence-intervals</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":83634,"originating_url":"https://github.com/topics/data-wrangling","user_id":null}}" data-hydro-click-hmac="cdc25863f3e67bf864ec44abc724218e0faeff7658c3bc78e47542a994c87886" title="Topic: tidy" href="/topics/tidy" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">tidy</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":93835,"originating_url":"https://github.com/topics/data-wrangling","user_id":null}}" data-hydro-click-hmac="f2013df7076f0cff990609024eeb4294c8fc0ac893a0a01e0cb3ead5d75b9297" title="Topic: data-wrangling" href="/topics/data-wrangling" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">data-wrangling</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":94683,"originating_url":"https://github.com/topics/data-wrangling","user_id":null}}" data-hydro-click-hmac="19bbbb39741d1aa0e14397d2d934daafa086a6ec4f69345af58e9badc3393f04" title="Topic: bootstrap-method" href="/topics/bootstrap-method" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">bootstrap-method</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":172332,"originating_url":"https://github.com/topics/data-wrangling","user_id":null}}" data-hydro-click-hmac="eb324949569f8c40718ad71630beb62414dc8dba0fb6c0c4818dc67a1f3b1d58" title="Topic: regression-models" href="/topics/regression-models" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">regression-models</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":192927,"originating_url":"https://github.com/topics/data-wrangling","user_id":null}}" data-hydro-click-hmac="c8d0d4358df3b9bb55a6433d4894de915ff2c3eed3c5152d632651ef7b5d52aa" title="Topic: hypothesis-testing" href="/topics/hypothesis-testing" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">hypothesis-testing</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":365681,"originating_url":"https://github.com/topics/data-wrangling","user_id":null}}" data-hydro-click-hmac="5ebb3225298879e22fb34f0717166e883acc3d672d78b96cc3842fca3972aa78" title="Topic: infer" href="/topics/infer" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">infer</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":528773,"originating_url":"https://github.com/topics/data-wrangling","user_id":null}}" data-hydro-click-hmac="43d2c829880d2b27099cecb902612a572537c44e6e7f636a9bfa557f15c56500" title="Topic: permutation-test" href="/topics/permutation-test" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">permutation-test</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":1104085,"originating_url":"https://github.com/topics/data-wrangling","user_id":null}}" data-hydro-click-hmac="13076871b8bbf899aa29b1acadd1d6457b13a2cfe0a2d669eccf40908f1ada87" title="Topic: moderndive" href="/topics/moderndive" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">moderndive</a> </div> <div class="p-3"> <ul class="d-flex f6 list-style-none color-fg-muted"> <li class="mr-4"> Updated <relative-time datetime="2025-03-20T15:05:17Z" class="no-wrap">Mar 20, 2025</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #e34c26"></span> <span itemprop="programmingLanguage">HTML</span> </span> </li> </ul> </div> </div> </article> <article class="border rounded color-shadow-small 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class="topic-tag topic-tag-link Link f6 mb-2">data-wrangling</a> </div> <div class="p-3"> <ul class="d-flex f6 list-style-none color-fg-muted"> <li class="mr-4"> Updated <relative-time datetime="2025-01-23T03:09:55Z" class="no-wrap">Jan 23, 2025</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #DA5B0B"></span> <span itemprop="programmingLanguage">Jupyter Notebook</span> </span> </li> </ul> </div> </div> </article> <article class="border rounded color-shadow-small color-bg-subtle my-4"> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"REPOSITORY","click_visual_representation":"REPOSITORY_IMAGE","actor_id":null,"record_id":254398110,"originating_url":"https://github.com/topics/data-wrangling","user_id":null}}" data-hydro-click-hmac="3dab62e47d65e4e56ce736cd3ad2c5a5644e2670f49d7b757c51e5e9d452f353" data-turbo="false" style="max-height:275px" 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It also allows to run data cleaning scenarios using these algorithms. Desbordante has a console version and an easy-to-use web application.</p> </div> <div class="d-flex flex-wrap border-bottom color-border-muted px-3 pt-2 pb-2"> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":2129,"originating_url":"https://github.com/topics/data-wrangling","user_id":null}}" data-hydro-click-hmac="6d908e891c03fea0c6c1fe044ccd91b97cd4f54a1fbc88ac488b2e995370aba5" title="Topic: data-science" href="/topics/data-science" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">data-science</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":2289,"originating_url":"https://github.com/topics/data-wrangling","user_id":null}}" data-hydro-click-hmac="57cbaa0cbb746c9f9d2a6fb202182bb65fdcf08bd8dfef3c5d2ee42a326e7517" title="Topic: data-mining" href="/topics/data-mining" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">data-mining</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":13874,"originating_url":"https://github.com/topics/data-wrangling","user_id":null}}" data-hydro-click-hmac="3e6e16ff99472d788c4ae81e1a511543df98e3a678f421f2dee8dd2aac5995c4" title="Topic: exploratory-data-analysis" href="/topics/exploratory-data-analysis" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">exploratory-data-analysis</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":17819,"originating_url":"https://github.com/topics/data-wrangling","user_id":null}}" data-hydro-click-hmac="33e695450d46be1f5f614ea4b60456a3e81aea06c3337b5eff7e358b62ba09b1" title="Topic: tabular-data" href="/topics/tabular-data" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">tabular-data</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":23936,"originating_url":"https://github.com/topics/data-wrangling","user_id":null}}" data-hydro-click-hmac="c006aa6fef428b96c0c5bd34d1a921de6a19054ef27f5c90361e34ecdfc8fc37" title="Topic: feature-selection" href="/topics/feature-selection" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">feature-selection</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":34677,"originating_url":"https://github.com/topics/data-wrangling","user_id":null}}" data-hydro-click-hmac="52591c35e87b43fa5831a491a2798106dc251f027d91b76bc645dd96356fc99e" title="Topic: data-engineering" href="/topics/data-engineering" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">data-engineering</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":39240,"originating_url":"https://github.com/topics/data-wrangling","user_id":null}}" data-hydro-click-hmac="a0dd629da577059dd81a98b7aab73b59acfbf4ea03011218099379a8868fdaa9" title="Topic: feature-extraction" href="/topics/feature-extraction" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">feature-extraction</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":45089,"originating_url":"https://github.com/topics/data-wrangling","user_id":null}}" data-hydro-click-hmac="3aeb1ade76b6184db617896f5e84550d26031a66f68d2301fd6f80b538ed1dd2" title="Topic: data-analytics" href="/topics/data-analytics" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">data-analytics</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":60066,"originating_url":"https://github.com/topics/data-wrangling","user_id":null}}" data-hydro-click-hmac="ea0df3db36557c2338e44df756836e380bc9a5458adf638f6c4143bfb2fec670" title="Topic: knowledge-discovery" href="/topics/knowledge-discovery" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">knowledge-discovery</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":93835,"originating_url":"https://github.com/topics/data-wrangling","user_id":null}}" data-hydro-click-hmac="f2013df7076f0cff990609024eeb4294c8fc0ac893a0a01e0cb3ead5d75b9297" title="Topic: data-wrangling" href="/topics/data-wrangling" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">data-wrangling</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":119060,"originating_url":"https://github.com/topics/data-wrangling","user_id":null}}" data-hydro-click-hmac="31940adac3c494c965e75c5af0f83fec00580f908633434d8286ede9bbcae668" title="Topic: data-preprocessing" href="/topics/data-preprocessing" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">data-preprocessing</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":128300,"originating_url":"https://github.com/topics/data-wrangling","user_id":null}}" data-hydro-click-hmac="7f8646de1023d73f37a9b2f0c4453caf8e824027ca31e9787538977890fccf30" title="Topic: feature-engineering" href="/topics/feature-engineering" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">feature-engineering</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":135506,"originating_url":"https://github.com/topics/data-wrangling","user_id":null}}" data-hydro-click-hmac="0f5397d7f96358613f57a371a7d577369a3660e5fff8f8d0c32b5b74bbafc203" title="Topic: spreadsheets" href="/topics/spreadsheets" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">spreadsheets</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":150436,"originating_url":"https://github.com/topics/data-wrangling","user_id":null}}" data-hydro-click-hmac="aad10ba748d1feba1f5f991c2d319f0ef2dca07f897e9de052bb9880d1085ffd" title="Topic: data-exploration" href="/topics/data-exploration" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">data-exploration</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":180208,"originating_url":"https://github.com/topics/data-wrangling","user_id":null}}" data-hydro-click-hmac="fa43c82ae3d8f3b2fb74b1176626691c844981d9a4d0f7cc6acfab74a1767bdc" title="Topic: data-mining-algorithms" href="/topics/data-mining-algorithms" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">data-mining-algorithms</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":189384,"originating_url":"https://github.com/topics/data-wrangling","user_id":null}}" data-hydro-click-hmac="c6b84b9dbf1cc107126548a9313fde2e7ba9dad4ab86285677104966c9253a85" title="Topic: data-cleaning" href="/topics/data-cleaning" 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Slides contain all solutions.</p> </div> <div class="d-flex flex-wrap border-bottom color-border-muted px-3 pt-2 pb-2"> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":84,"originating_url":"https://github.com/topics/data-wrangling","user_id":null}}" data-hydro-click-hmac="991fb13deb2ab480100cc6651e8d9d74603f1a517be41c926f3c8779fb6fe8c4" title="Topic: python" href="/topics/python" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">python</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":22389,"originating_url":"https://github.com/topics/data-wrangling","user_id":null}}" data-hydro-click-hmac="7eaaeaada839831b57fcb4336aad45df8f7e115423719006330ca68d7aa0c9f9" title="Topic: pandas" href="/topics/pandas" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">pandas</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":22808,"originating_url":"https://github.com/topics/data-wrangling","user_id":null}}" data-hydro-click-hmac="7c0eebe39dbd09b160b1aecc625fa0523f8fcb6cea5008f8b7f20ca8658f2e06" title="Topic: data-visualization" href="/topics/data-visualization" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">data-visualization</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":61115,"originating_url":"https://github.com/topics/data-wrangling","user_id":null}}" data-hydro-click-hmac="e417a4f2a96c6fde6bbc20aa87a376536e1e2f5e23242c6eceb5a40c5467929c" title="Topic: data-analysis" href="/topics/data-analysis" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">data-analysis</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":93835,"originating_url":"https://github.com/topics/data-wrangling","user_id":null}}" data-hydro-click-hmac="f2013df7076f0cff990609024eeb4294c8fc0ac893a0a01e0cb3ead5d75b9297" title="Topic: data-wrangling" href="/topics/data-wrangling" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">data-wrangling</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":171652,"originating_url":"https://github.com/topics/data-wrangling","user_id":null}}" data-hydro-click-hmac="2bc79d52aa2672a7bda5f141abd6c5abd3ed70b06ef623db4e111db0ab23f74d" title="Topic: dataframes" href="/topics/dataframes" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">dataframes</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":401973,"originating_url":"https://github.com/topics/data-wrangling","user_id":null}}" data-hydro-click-hmac="d2fa71327173f691787fe63c6c42af620aaa3d7941ad47a702f4b6b09755db08" title="Topic: pandas-tutorial" href="/topics/pandas-tutorial" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">pandas-tutorial</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":508893,"originating_url":"https://github.com/topics/data-wrangling","user_id":null}}" data-hydro-click-hmac="29b871439760be03372d7e65e5587c1380ce7b167e6551b9f9c416af3fc84069" title="Topic: python-data-science" href="/topics/python-data-science" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">python-data-science</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":630633,"originating_url":"https://github.com/topics/data-wrangling","user_id":null}}" data-hydro-click-hmac="5f288bdee4b5e98fb8fe0096c5afff67af153f6fd64138e63096477c648455eb" title="Topic: python-data-analysis" href="/topics/python-data-analysis" data-view-component="true" 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data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":20662,"originating_url":"https://github.com/topics/data-wrangling","user_id":null}}" data-hydro-click-hmac="94298c18f644753b5277ee9a26bd9082328c774dd8bdb87422d28488eb8828ee" title="Topic: delimited-files" href="/topics/delimited-files" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">delimited-files</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":21057,"originating_url":"https://github.com/topics/data-wrangling","user_id":null}}" data-hydro-click-hmac="df835e8b7929b8ffdc6496741fd929ade06b0248720191a3e9e329e14536c641" title="Topic: data-transformation" href="/topics/data-transformation" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">data-transformation</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":21395,"originating_url":"https://github.com/topics/data-wrangling","user_id":null}}" data-hydro-click-hmac="3caf39c803fb7e62e32cd5dd4a344b396f1873e6ca8eeb97198bcf33906e56bc" title="Topic: awk" href="/topics/awk" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">awk</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":93835,"originating_url":"https://github.com/topics/data-wrangling","user_id":null}}" data-hydro-click-hmac="f2013df7076f0cff990609024eeb4294c8fc0ac893a0a01e0cb3ead5d75b9297" title="Topic: data-wrangling" href="/topics/data-wrangling" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">data-wrangling</a> </div> <div class="p-3"> <ul class="d-flex f6 list-style-none color-fg-muted"> <li class="mr-4"> Updated <relative-time datetime="2024-11-25T13:43:28Z" class="no-wrap">Nov 25, 2024</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #e4cc98"></span> <span itemprop="programmingLanguage">Tcl</span> </span> </li> </ul> </div> </div> </article> <!-- '"` --><!-- </textarea></xmp> --></option></form><form class="ajax-pagination-form js-ajax-pagination" data-turbo="false" action="https://github.com/topics/data-wrangling" accept-charset="UTF-8" method="get"> <input name="page" type="hidden" value="2"> <button type="submit" class="ajax-pagination-btn btn color-border-default f6 mt-0 width-full" data-disable-with="Loading more..." > Load more… </button> </form> </div> <div class="col-md-4 col-lg-3"> <div class="mb-6"> <h2 class="h4 mb-2"> Improve this page </h2> <p class="color-fg-muted"> Add a description, image, and links to the <span class="text-bold">data-wrangling</span> topic page so that developers can more easily learn about it. </p> <p> <a href="https://github.com/github/explore/tree/master/CONTRIBUTING.md?source=add-description-data-wrangling" data-ga-click="Explore, add description, text:add description" > Curate this topic <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-chevron-right ml-1"> <path d="M6.22 3.22a.75.75 0 0 1 1.06 0l4.25 4.25a.75.75 0 0 1 0 1.06l-4.25 4.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042L9.94 8 6.22 4.28a.75.75 0 0 1 0-1.06Z"></path> </svg> </a> </p> </div> <div class="mb-6"> <h2 class="h4 mb-2"> Add this topic to your repo </h2> <p class="color-fg-muted"> To associate your repository with the <span class="text-bold">data-wrangling</span> topic, visit your repo's landing page and select "manage topics." </p> <p> 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