{"id":15605,"date":"2023-10-24T03:00:53","date_gmt":"2023-10-24T10:00:53","guid":{"rendered":"https:\/\/softwareengineeringdaily.com\/?p=15605"},"modified":"2023-11-08T20:31:30","modified_gmt":"2023-11-09T04:31:30","slug":"streamlit-with-amanda-kelly","status":"publish","type":"post","link":"https:\/\/softwareengineeringdaily.com\/2023\/10\/24\/streamlit-with-amanda-kelly\/","title":{"rendered":"Streamlit with Amanda Kelly"},"content":{"rendered":"<p><iframe title=\"YouTube video player\" src=\"https:\/\/www.youtube.com\/embed\/ULhCnxKxzoc?si=F3l5PVrjdjd6hGBy\" width=\"560\" height=\"315\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/p>\n<p><a href=\"https:\/\/i0.wp.com\/softwareengineeringdaily.com\/wp-content\/uploads\/2023\/10\/Rectangle-3.png\"><img fetchpriority=\"high\" decoding=\"async\" data-attachment-id=\"15610\" data-permalink=\"https:\/\/softwareengineeringdaily.com\/2023\/10\/24\/streamlit-with-amanda-kelly\/rectangle-3\/\" data-orig-file=\"https:\/\/i0.wp.com\/softwareengineeringdaily.com\/wp-content\/uploads\/2023\/10\/Rectangle-3.png?fit=218%2C258&amp;ssl=1\" data-orig-size=\"218,258\" data-comments-opened=\"0\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"Rectangle 3\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/i0.wp.com\/softwareengineeringdaily.com\/wp-content\/uploads\/2023\/10\/Rectangle-3.png?fit=218%2C258&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/softwareengineeringdaily.com\/wp-content\/uploads\/2023\/10\/Rectangle-3.png?fit=218%2C258&amp;ssl=1\" class=\"size-full wp-image-15610 alignright\" src=\"https:\/\/i0.wp.com\/softwareengineeringdaily.com\/wp-content\/uploads\/2023\/10\/Rectangle-3.png?resize=218%2C258&#038;ssl=1\" alt=\"\" width=\"218\" height=\"258\" data-recalc-dims=\"1\" \/><\/a><\/p>\n<div>The importance of data teams is undeniable. Most companies today use data to drive decision-making on anything from software feature development to product strategy, hiring and marketing. In some companies data is the product, which can make data teams even more vital. But there&#8217;s a common problem &#8211; analyzing data is hard and time consuming. Lots of people have questions they want to answer with data, but data teams often don&#8217;t have the resources to move quickly. This can create a pernicious effect where organizations stop asking questions about their own data.<\/div>\n<p>&nbsp;<\/p>\n<div><a href=\"https:\/\/twitter.com\/cutlasskelly\">Amanda Kelly<\/a> thinks a lot about data and the dynamics of data teams inside organizations. She&#8217;s worked at Google X, and on self-driving cars and cybersecurity. Her experiences on data teams inspired her to co-found Streamlit, which is an open source Python library that gives primitives to assemble a data app for rapid data visualization and interaction. Her goal was to accelerate the iteration loop to go from a question to a data-driven answer. Amanda is currently the COO of <a href=\"https:\/\/streamlit.io\/\">Streamlit<\/a> and a Product Director at Snowflake, and she joins us today to talk all about data and how she&#8217;s building Streamlit.<\/div>\n<div><\/div>\n<p>&nbsp;<\/p>\n<div><span style=\"font-weight: 400;\"><a href=\"https:\/\/i0.wp.com\/softwareengineeringdaily.com\/wp-content\/uploads\/2023\/10\/Rectangle-3-2.png\"><img decoding=\"async\" data-attachment-id=\"15613\" data-permalink=\"https:\/\/softwareengineeringdaily.com\/2023\/10\/24\/streamlit-with-amanda-kelly\/rectangle-3-3\/\" data-orig-file=\"https:\/\/i0.wp.com\/softwareengineeringdaily.com\/wp-content\/uploads\/2023\/10\/Rectangle-3-2.png?fit=218%2C258&amp;ssl=1\" data-orig-size=\"218,258\" data-comments-opened=\"0\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"Rectangle 3\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/i0.wp.com\/softwareengineeringdaily.com\/wp-content\/uploads\/2023\/10\/Rectangle-3-2.png?fit=218%2C258&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/softwareengineeringdaily.com\/wp-content\/uploads\/2023\/10\/Rectangle-3-2.png?fit=218%2C258&amp;ssl=1\" class=\"size-full wp-image-15613 alignleft\" src=\"https:\/\/i0.wp.com\/softwareengineeringdaily.com\/wp-content\/uploads\/2023\/10\/Rectangle-3-2.png?resize=218%2C258&#038;ssl=1\" alt=\"\" width=\"218\" height=\"258\" data-recalc-dims=\"1\" \/><\/a>Sean&#8217;s been an academic, startup founder, and Googler. He has published works covering a wide range of topics from information visualization to quantum computing. Currently, Sean is Head of Marketing and Developer Relations at <a href=\"https:\/\/www.skyflow.com\/\">Skyflow<\/a> and host of the podcast Partially Redacted, a podcast about privacy and security engineering. You can connect with Sean on Twitter <a href=\"https:\/\/twitter.com\/seanfalconer\">@seanfalconer.<\/a><\/span><\/div>\n<div><\/div>\n<p>&nbsp;<\/p>\n<p><a href=\"http:\/\/softwareengineeringdaily.com\/wp-content\/uploads\/2023\/10\/streamlit.txt\">Please click here to view this show\u2019s transcript.<\/a><\/p>\n<p>Sponsorship inquiries: <a href=\"https:\/\/cms.megaphone.fm\/organizations\/619b680e-d813-11ea-9750-e7ecac406436\/podcasts\/e60108fe-e328-11ea-b2b6-1348249f900a\/episodes\/3913370a-bc44-11ed-ace6-8b1f96d82bba\/sponsor@softwareengineeringdaily.com\" target=\"_blank\" rel=\"noopener noreferrer\">sponsor@softwareengineeringdaily.com<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>The importance of data teams is undeniable. Most companies today use data to drive decision-making on anything from software feature development to product strategy, hiring and marketing. In some companies data is the product, which can make data teams even more vital. But there&#8217;s a common problem &#8211; analyzing data is hard and time consuming.<\/p>\n","protected":false},"author":3,"featured_media":15609,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_exactmetrics_skip_tracking":false,"_exactmetrics_sitenote_active":false,"_exactmetrics_sitenote_note":"","_exactmetrics_sitenote_category":0,"jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","enabled":false}}},"categories":[1363,1081,2143,14,5760],"tags":[5834,888,422,282,236,2463,5835],"class_list":["post-15605","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-all-episodes","category-data","category-exclusive-content","category-podcast","category-sean-falconer","tag-amanda-kelly","tag-data","tag-data-visualization","tag-open-source","tag-python","tag-snowflake","tag-streamlit"],"jetpack_publicize_connections":[],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v22.8 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Streamlit with Amanda Kelly - Software Engineering Daily<\/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:\/\/softwareengineeringdaily.com\/2023\/10\/24\/streamlit-with-amanda-kelly\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Streamlit with Amanda Kelly - Software Engineering Daily\" \/>\n<meta property=\"og:description\" content=\"The importance of data teams is undeniable. 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