{"id":12110,"date":"2022-01-31T13:28:40","date_gmt":"2022-01-31T12:28:40","guid":{"rendered":"https:\/\/flaven.fr\/?post_type=bf_videos_manager&#038;p=12110"},"modified":"2022-02-01T12:06:59","modified_gmt":"2022-02-01T11:06:59","slug":"part-2-exploratory-data-analysis-or-eda-in-data-science-made-easy-with-sweetviz-pandas-profiling-and-streamlit","status":"publish","type":"bf_videos_manager","link":"https:\/\/flaven.fr\/videos\/part-2-exploratory-data-analysis-or-eda-in-data-science-made-easy-with-sweetviz-pandas-profiling-and-streamlit\/","title":{"rendered":"Part 2 Exploratory Data Analysis or EDA in Data Science made easy with SWEETVIZ, PANDAS PROFILING and Streamlit"},"content":{"rendered":"<p><b>QUICK DESCRIPTION<\/b><br \/>\nA quick presentation in videos on Exploratory Data Analysis or EDA in Data Science made easy with SWEETVIZ, PANDAS PROFILING and Streamlit for the Github repo below.<\/p>\n<p><b>All the files are available on my GitHub account <a href=\"https:\/\/github.com\/bflaven\/BlogArticlesExamples\/tree\/master\/streamlit-sweetviz-pandas-profiling-eda-made-easy\" target=\"_blank\" rel=\"noopener\">https:\/\/github.com\/bflaven\/BlogArticlesExamples\/tree\/master\/streamlit-sweetviz-pandas-profiling-eda-made-easy<\/a><\/b><\/p>\n<p><b>PART_5 (streamlit_eda_made_easy_sweetviz_3)<\/b><br \/>\nAll my knowledge came from an article. Again, I strongly invite you to read this article that is the best I have found on the web. I have just extended some elements from this article by giving some information and migrate the all stuff presented into Streamlit framework. A great article on Sweetviz. More on <a href=\"https:\/\/coderzcolumn.com\/tutorials\/data-science\/sweetviz-automate-exploratory-data-analysis-eda\" target=\"_blank\" rel=\"noopener\">https:\/\/coderzcolumn.com\/tutorials\/data-science\/sweetviz-automate-exploratory-data-analysis-eda<\/a><\/p>\n<ul>\n<li><b>Streamlit<\/b>: Streamlit turns data scripts into shareable web apps in minutes. All in Python. All for free. No front\u2011end experience required. More on <a href=\"https:\/\/streamlit.io\/\" target=\"_blank\" rel=\"noopener\">https:\/\/streamlit.io\/<\/a><\/li>\n<li><b>SWEETVIZ<\/b>: A dataviz librairie in Python. More on <a href=\"https:\/\/libraries.io\/pypi\/sweetviz\" target=\"_blank\" rel=\"noopener\">https:\/\/libraries.io\/pypi\/sweetviz<\/a><\/li>\n<li><b>Pandas Profiling<\/b>: A dataviz librairie in Python. More on <a href=\"https:\/\/pypi.org\/project\/pandas-profiling\/\" target=\"_blank\" rel=\"noopener\">https:\/\/pypi.org\/project\/pandas-profiling\/<\/a><\/li>\n<li><b>Sweetviz: Automate Exploratory Data Analysis (EDA)<\/b> A great article on Sweetviz. More on <a href=\"https:\/\/coderzcolumn.com\/tutorials\/data-science\/sweetviz-automate-exploratory-data-analysis-eda\" target=\"_blank\" rel=\"noopener\">https:\/\/coderzcolumn.com\/tutorials\/data-science\/sweetviz-automate-exploratory-data-analysis-eda<\/a><\/li>\n<li><b>Toy datasets<\/b>: Toy Datasets from Scikit. More on <a href=\"https:\/\/scikit-learn.org\/stable\/datasets\/toy_dataset.html\" target=\"_blank\" rel=\"noopener\">https:\/\/scikit-learn.org\/stable\/datasets\/toy_dataset.html<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>QUICK DESCRIPTION A quick presentation in videos on Exploratory Data Analysis or EDA in Data Science made easy with SWEETVIZ, PANDAS PROFILING and Streamlit for&hellip; <\/p>\n<p class=\"text-center\"><a href=\"https:\/\/flaven.fr\/videos\/part-2-exploratory-data-analysis-or-eda-in-data-science-made-easy-with-sweetviz-pandas-profiling-and-streamlit\/\" class=\"more-link\">Continue reading &rarr; <span class=\"screen-reader-text\">Part 2 Exploratory Data Analysis or EDA in Data Science made easy with SWEETVIZ, PANDAS PROFILING and Streamlit<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":11806,"comment_status":"open","ping_status":"closed","template":"","bf_videos_manager_tag":[2707,2866,2870,2719,2711,2864,2871,2867,2801,2755,2754,2683,2840,2846,2806,2868,2842,2865],"bf_videos_manager_cat":[2681,2682,2678,2679,2680],"class_list":["post-12110","bf_videos_manager","type-bf_videos_manager","status-publish","has-post-thumbnail","hentry","bf_videos_manager_tag-agile","bf_videos_manager_tag-application","bf_videos_manager_tag-automate","bf_videos_manager_tag-automation","bf_videos_manager_tag-bulk","bf_videos_manager_tag-dashboard","bf_videos_manager_tag-data-science","bf_videos_manager_tag-eda","bf_videos_manager_tag-jupyter-notebook","bf_videos_manager_tag-learning","bf_videos_manager_tag-learning-by-doing","bf_videos_manager_tag-p-o","bf_videos_manager_tag-po","bf_videos_manager_tag-poc","bf_videos_manager_tag-streamlit","bf_videos_manager_tag-sweetviz","bf_videos_manager_tag-tooling","bf_videos_manager_tag-webtool","bf_videos_manager_cat-development","bf_videos_manager_cat-experiences","bf_videos_manager_cat-python","bf_videos_manager_cat-tutorials","bf_videos_manager_cat-videos"],"jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/flaven.fr\/happy-api\/wp\/v2\/bf_videos_manager\/12110","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/flaven.fr\/happy-api\/wp\/v2\/bf_videos_manager"}],"about":[{"href":"https:\/\/flaven.fr\/happy-api\/wp\/v2\/types\/bf_videos_manager"}],"author":[{"embeddable":true,"href":"https:\/\/flaven.fr\/happy-api\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/flaven.fr\/happy-api\/wp\/v2\/comments?post=12110"}],"version-history":[{"count":5,"href":"https:\/\/flaven.fr\/happy-api\/wp\/v2\/bf_videos_manager\/12110\/revisions"}],"predecessor-version":[{"id":12121,"href":"https:\/\/flaven.fr\/happy-api\/wp\/v2\/bf_videos_manager\/12110\/revisions\/12121"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/flaven.fr\/happy-api\/wp\/v2\/media\/11806"}],"wp:attachment":[{"href":"https:\/\/flaven.fr\/happy-api\/wp\/v2\/media?parent=12110"}],"wp:term":[{"taxonomy":"bf_videos_manager_tag","embeddable":true,"href":"https:\/\/flaven.fr\/happy-api\/wp\/v2\/bf_videos_manager_tag?post=12110"},{"taxonomy":"bf_videos_manager_cat","embeddable":true,"href":"https:\/\/flaven.fr\/happy-api\/wp\/v2\/bf_videos_manager_cat?post=12110"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}