{"id":170,"date":"2022-11-18T19:59:04","date_gmt":"2022-11-18T19:59:04","guid":{"rendered":"https:\/\/rememberology.net\/analytics\/about\/"},"modified":"2024-01-27T22:28:28","modified_gmt":"2024-01-27T22:28:28","slug":"bellabeat_fitbit","status":"publish","type":"page","link":"https:\/\/rememberology.net\/analytics\/bellabeat_fitbit\/","title":{"rendered":"Bellabeat Case Study"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"170\" class=\"elementor elementor-170\" data-elementor-post-type=\"page\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-1a0580c5 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"1a0580c5\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-5f97c846\" data-id=\"5f97c846\" data-element_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-3f47e306 elementor-widget elementor-widget-image\" data-id=\"3f47e306\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"601\" height=\"601\" src=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/HT-10TM-SL-011-1.jpg\" class=\"attachment-full size-full wp-image-234\" alt=\"\" srcset=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/HT-10TM-SL-011-1.jpg 601w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/HT-10TM-SL-011-1-300x300.jpg 300w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/HT-10TM-SL-011-1-150x150.jpg 150w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/HT-10TM-SL-011-1-64x64.jpg 64w\" sizes=\"(max-width: 601px) 100vw, 601px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c606a9e elementor-widget elementor-widget-spacer\" data-id=\"c606a9e\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\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<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-418484b0\" data-id=\"418484b0\" data-element_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-2fc6025c elementor-widget elementor-widget-heading\" data-id=\"2fc6025c\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Bellabeat Case Study:<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ce771d6 elementor-widget elementor-widget-text-editor\" data-id=\"ce771d6\" data-element_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<h3>Extrapolating Trends in Fitbit Usage to Guide the Marketing Strategy.\u00a0<\/h3>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6e25630 elementor-widget elementor-widget-text-editor\" data-id=\"6e25630\" data-element_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><strong>&#8211; A data analysis project by <span style=\"color: #b005b0;\">Hiba Shawa.<\/span><\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-32e4e6e7 elementor-widget elementor-widget-text-editor\" data-id=\"32e4e6e7\" data-element_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<ul><li>Bellabeat is a high-tech manufacturer of health-focused products for women.<\/li><li>One of it\u2019s products, Time, is a wellness watch that combines the timeless look of a classic timepiece with smart technology.<\/li><li>\u201cTime\u201d tracks user activity, sleep, and stress.<\/li><li>The Time watch connects to the Bellabeat app to provide users with insights into their daily wellness.<\/li><li>Marketing is a key pillar in the growth of this company.<\/li><li><strong>In this project I will be analyzing a similar health tracking watch to find trends\u2026<\/strong><\/li><\/ul>\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-7a666d3 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7a666d3\" data-element_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-9ed9679\" data-id=\"9ed9679\" data-element_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-dc38ac1 elementor-widget elementor-widget-spacer\" data-id=\"dc38ac1\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-cabbf45 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"cabbf45\" data-element_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-inner-column elementor-element elementor-element-cc34433\" data-id=\"cc34433\" data-element_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-63e12061 elementor-position-left elementor-vertical-align-middle elementor-view-default elementor-mobile-position-top elementor-widget elementor-widget-icon-box\" data-id=\"63e12061\" data-element_type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-chart-line\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tThe aim of this project was to determine how consumers use non-Bellabeats smart devices (ie. FitBit activity trackers), and use these insights to drive its marketing strategy.\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\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\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-1b20f608 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"1b20f608\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-5d3776e0\" data-id=\"5d3776e0\" data-element_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-130bd1db elementor-widget elementor-widget-heading\" data-id=\"130bd1db\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">An overview of Fitbit data<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-35200ae8 elementor-widget elementor-widget-heading\" data-id=\"35200ae8\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/www.kaggle.com\/datasets\/arashnic\/fitbit\">Fitbit Fitness Tracker Data was obtained from Kaggle.com<br>\n<br>Title: \u201cPattern recognition with tracker data: : Improve Your Overall Health\u201d\nhttps:\/\/www.kaggle.com\/datasets\/arashnic\/fitbit\n\n<\/a><\/h5>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-5779a61 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"5779a61\" data-element_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-50 elementor-inner-column elementor-element elementor-element-3512918\" data-id=\"3512918\" data-element_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-ecc0c23 elementor-widget elementor-widget-text-editor\" data-id=\"ecc0c23\" data-element_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><strong>About dataset &#8211; From Kaggle.com:<\/strong><\/p><ul><li>\u201cThis dataset generated by respondents to a distributed survey via Amazon Mechanical Turk <strong>between 03.12.2016-05.12.2016.<\/strong><\/li><li><strong>Thirty<\/strong> eligible Fitbit users consented to the submission of <strong>personal tracker data,<\/strong> including minute-level output for <strong>physical activity, heart rate, and sleep<\/strong> <strong>monitoring.<\/strong><\/li><li>Individual reports can be parsed by export session ID (column A) or timestamp (column B). Variation between output represents use of different types of Fitbit trackers and individual tracking behaviors \/ preferences. \u201c<\/li><\/ul><p>FitBit Fitness Tracker Data (CC0: Public Domain, dataset made available through Mobius): License: CC0 1.0 Universal (CC0 1.0).<br \/>Public Domain Dedication \u00a0: <a href=\"https:\/\/creativecommons.org\/publicdomain\/zero\/1.0\/\">https:\/\/creativecommons.org\/publicdomain\/zero\/1.0\/<\/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<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-8af799d\" data-id=\"8af799d\" data-element_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-33932f5 elementor-widget elementor-widget-image\" data-id=\"33932f5\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"556\" height=\"265\" src=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/snap-of-data.webp\" class=\"attachment-large size-large wp-image-323\" alt=\"\" srcset=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/snap-of-data.webp 556w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/snap-of-data-300x143.webp 300w\" sizes=\"(max-width: 556px) 100vw, 556px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-016c7ec elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"016c7ec\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-018c3de elementor-widget elementor-widget-image\" data-id=\"018c3de\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"892\" height=\"444\" src=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/snap-of-data-2.webp\" class=\"attachment-large size-large wp-image-329\" alt=\"\" srcset=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/snap-of-data-2.webp 892w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/snap-of-data-2-300x149.webp 300w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/snap-of-data-2-768x382.webp 768w\" sizes=\"(max-width: 892px) 100vw, 892px\" \/>\t\t\t\t\t\t\t\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\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-8945d87 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"8945d87\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-31bc664\" data-id=\"31bc664\" data-element_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-a682e83 elementor-widget elementor-widget-heading\" data-id=\"a682e83\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Which Fitbit data fits Bellabeat?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-f32452a elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"f32452a\" data-element_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-50 elementor-inner-column elementor-element elementor-element-682e793\" data-id=\"682e793\" data-element_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-5138e95 elementor-widget elementor-widget-image\" data-id=\"5138e95\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"703\" src=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/table-1024x703.webp\" class=\"attachment-large size-large wp-image-330\" alt=\"\" srcset=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/table-1024x703.webp 1024w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/table-300x206.webp 300w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/table-768x527.webp 768w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/table.webp 1351w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\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<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-05768b3\" data-id=\"05768b3\" data-element_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-194f662 e-transform e-transform e-transform elementor-widget elementor-widget-image\" data-id=\"194f662\" data-element_type=\"widget\" data-settings=\"{&quot;_transform_translateX_effect_hover&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:-89,&quot;sizes&quot;:[]},&quot;_transform_translateY_effect_hover&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:-38,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_hover&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:1.7,&quot;sizes&quot;:[]},&quot;_transform_scale_effect&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_translateX_effect_hover_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_translateX_effect_hover_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_translateY_effect_hover_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_translateY_effect_hover_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_hover_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_hover_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"449\" src=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/data-validation-1.png\" class=\"attachment-large size-large wp-image-443\" alt=\"\" srcset=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/data-validation-1.png 600w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/data-validation-1-300x225.png 300w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-91e7c2b elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"91e7c2b\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-42f4336 e-transform e-transform elementor-widget elementor-widget-image\" data-id=\"42f4336\" data-element_type=\"widget\" data-settings=\"{&quot;_transform_translateX_effect_hover&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:-89,&quot;sizes&quot;:[]},&quot;_transform_translateY_effect_hover&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:-38,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_hover&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:1.7,&quot;sizes&quot;:[]},&quot;_transform_translateX_effect_hover_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_translateX_effect_hover_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_translateY_effect_hover_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_translateY_effect_hover_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_hover_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_hover_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"671\" height=\"728\" src=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/conditional-formating-1.png\" class=\"attachment-large size-large wp-image-442\" alt=\"\" srcset=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/conditional-formating-1.png 671w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/conditional-formating-1-277x300.png 277w\" sizes=\"(max-width: 671px) 100vw, 671px\" \/>\t\t\t\t\t\t\t\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\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-498e722 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"498e722\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-0f33a0d\" data-id=\"0f33a0d\" data-element_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-67a0224 elementor-widget elementor-widget-heading\" data-id=\"67a0224\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Cleaning up the data<br>+ my notes:<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0c9aa6c elementor-widget elementor-widget-heading\" data-id=\"0c9aa6c\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/www.kaggle.com\/datasets\/arashnic\/fitbit\">The data was cleaned of duplicates, nulls and other common errors.<br>Fields where transformed to their correct formatting, including dates.\n<\/a><\/h5>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-3cc09dc elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3cc09dc\" data-element_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-50 elementor-inner-column elementor-element elementor-element-b2b7708\" data-id=\"b2b7708\" data-element_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-a4c3277 elementor-widget elementor-widget-text-editor\" data-id=\"a4c3277\" data-element_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><b>What I Noted During <\/b><b>C<\/b><b>leaning:<\/b><\/p><ul><li><b><i>Number <\/i><\/b><b><i>of entries is vastly different amongst <\/i><\/b><b><i>participants<\/i><\/b><\/li><li>There is no information about specific models used. (to compare functions, battery life\u2026)<\/li><li><b><i>No information about <\/i><\/b><b><i>age or gender<\/i><\/b> (Bellabeat is targeted towards women)<\/li><li><b><i>Not enough metadata description for the attributes<\/i><\/b>.<\/li><li>Example: what is \u201csedentary active\u201d?<\/li><li>Does \u201csedentary minutes\u201d include sleep minutes? Do they overlap?<\/li><li>Dates: 12\/04\/2016 &#8211; 12\/05\/2016 (dd\/mm\/yyyy): <b><i>There is discontinuity in entries for some IDs<\/i><\/b><\/li><\/ul>\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<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-8632841\" data-id=\"8632841\" data-element_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-57fc0f9 elementor-widget elementor-widget-image\" data-id=\"57fc0f9\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"461\" height=\"326\" src=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/data-type.webp\" class=\"attachment-large size-large wp-image-454\" alt=\"\" srcset=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/data-type.webp 461w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/data-type-300x212.webp 300w\" sizes=\"(max-width: 461px) 100vw, 461px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a7d60e0 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"a7d60e0\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-95bca13 e-transform e-transform elementor-widget elementor-widget-image\" data-id=\"95bca13\" data-element_type=\"widget\" data-settings=\"{&quot;_transform_translateX_effect_hover&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:-89,&quot;sizes&quot;:[]},&quot;_transform_translateY_effect_hover&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:-38,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_hover&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:1.7,&quot;sizes&quot;:[]},&quot;_transform_translateX_effect_hover_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_translateX_effect_hover_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_translateY_effect_hover_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_translateY_effect_hover_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_hover_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_hover_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1002\" height=\"232\" src=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/length.webp\" class=\"attachment-large size-large wp-image-459\" alt=\"\" srcset=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/length.webp 1002w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/length-300x69.webp 300w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/length-768x178.webp 768w\" sizes=\"(max-width: 1002px) 100vw, 1002px\" \/>\t\t\t\t\t\t\t\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 class=\"elementor-element elementor-element-e14d410 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"e14d410\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-4d1e511 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4d1e511\" data-element_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-50 elementor-inner-column elementor-element elementor-element-1accacd\" data-id=\"1accacd\" data-element_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-16d911a elementor-widget elementor-widget-text-editor\" data-id=\"16d911a\" data-element_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<div><p><b>Notes <\/b><b>about Activity Data:<\/b><\/p><\/div><ul><li>Count of unique IDs= 33 -&gt; <b><i>There are 3 extra participants? <\/i><\/b>was there a mistake in entry?<\/li><li>Check ID length: all are 10 chr long<\/li><li>Min date: 4\/12\/2016<\/li><li>Max date: 5\/12\/2016<\/li><li>number of days in study description= 30 -&gt; <b><i>some participants had 31 entries?\u00a0 <\/i><\/b><\/li><li>No IDs had more than 1 entry\/day<\/li><li>There were some entries with zero total steps and zero activity<\/li><\/ul>\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<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-30f0f6c\" data-id=\"30f0f6c\" data-element_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-0f843e0 e-transform e-transform elementor-widget elementor-widget-image\" data-id=\"0f843e0\" data-element_type=\"widget\" data-settings=\"{&quot;_transform_translateX_effect_hover&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:-89,&quot;sizes&quot;:[]},&quot;_transform_translateY_effect_hover&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:-38,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_hover&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:1.7,&quot;sizes&quot;:[]},&quot;_transform_translateX_effect_hover_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_translateX_effect_hover_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_translateY_effect_hover_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_translateY_effect_hover_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_hover_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_hover_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1002\" height=\"232\" src=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/length.webp\" class=\"attachment-large size-large wp-image-459\" alt=\"\" srcset=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/length.webp 1002w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/length-300x69.webp 300w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/length-768x178.webp 768w\" sizes=\"(max-width: 1002px) 100vw, 1002px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5a3230c elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"5a3230c\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b7f3180 elementor-widget elementor-widget-image\" data-id=\"b7f3180\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"322\" height=\"100\" src=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/days.webp\" class=\"attachment-large size-large wp-image-456\" alt=\"\" srcset=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/days.webp 322w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/days-300x93.webp 300w\" sizes=\"(max-width: 322px) 100vw, 322px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c771543 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"c771543\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-406cf1a e-transform e-transform elementor-widget elementor-widget-image\" data-id=\"406cf1a\" data-element_type=\"widget\" data-settings=\"{&quot;_transform_translateX_effect_hover&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:-89,&quot;sizes&quot;:[]},&quot;_transform_translateY_effect_hover&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:-38,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_hover&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:1.7,&quot;sizes&quot;:[]},&quot;_transform_translateX_effect_hover_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_translateX_effect_hover_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_translateY_effect_hover_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_translateY_effect_hover_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_hover_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_hover_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"911\" height=\"67\" src=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/countunique-activity.webp\" class=\"attachment-large size-large wp-image-470\" alt=\"\" srcset=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/countunique-activity.webp 911w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/countunique-activity-300x22.webp 300w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/countunique-activity-768x56.webp 768w\" sizes=\"(max-width: 911px) 100vw, 911px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-034f8dd e-transform e-transform elementor-widget elementor-widget-image\" data-id=\"034f8dd\" data-element_type=\"widget\" data-settings=\"{&quot;_transform_translateX_effect_hover&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:-89,&quot;sizes&quot;:[]},&quot;_transform_translateY_effect_hover&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:-38,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_hover&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:1.7,&quot;sizes&quot;:[]},&quot;_transform_translateX_effect_hover_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_translateX_effect_hover_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_translateY_effect_hover_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_translateY_effect_hover_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_hover_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_hover_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"871\" height=\"702\" src=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/count-of-entries-activity-1.webp\" class=\"attachment-large size-large wp-image-475\" alt=\"\" srcset=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/count-of-entries-activity-1.webp 871w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/count-of-entries-activity-1-300x242.webp 300w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/count-of-entries-activity-1-768x619.webp 768w\" sizes=\"(max-width: 871px) 100vw, 871px\" \/>\t\t\t\t\t\t\t\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 class=\"elementor-element elementor-element-d9eb094 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"d9eb094\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-47f772c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"47f772c\" data-element_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-50 elementor-inner-column elementor-element elementor-element-3ff38f1\" data-id=\"3ff38f1\" data-element_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-b991fe8 elementor-widget elementor-widget-text-editor\" data-id=\"b991fe8\" data-element_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><b>Notes about Sleep <\/b><b>Data:<\/b><\/p><ul><li>Number of Unique Ids: 24 &#8211;&gt; <b><i>There are 6 participants who have no records. <\/i><\/b><\/li><li>Filter to check length of IDs: all IDs are 10 characters long<\/li><li>Dates: 12\/04\/2016 &#8211; 12\/05\/2016 (dd\/mm\/yyyy) &#8211;&gt; <b><i>There is discontinuity in entries for some IDs<\/i><\/b><\/li><li><b>Does sedentary time include sleep time<\/b><b>? <\/b><b>How accurate is the device in differentiating between these two?<\/b><ul><li>Some IDs had the 1440 minutes divided between sedentary minutes, active minutes and sleep minutes.<\/li><li>Some had 1440 sedentary minutes <i>+ <\/i><i>&gt;400 sleep <\/i><i>minutes!\u00a0<\/i><\/li><\/ul><\/li><\/ul>\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<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-fbcb3f0\" data-id=\"fbcb3f0\" data-element_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-67d975c e-transform e-transform elementor-widget elementor-widget-image\" data-id=\"67d975c\" data-element_type=\"widget\" data-settings=\"{&quot;_transform_translateX_effect_hover&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:-89,&quot;sizes&quot;:[]},&quot;_transform_translateY_effect_hover&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:-38,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_hover&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:1.7,&quot;sizes&quot;:[]},&quot;_transform_translateX_effect_hover_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_translateX_effect_hover_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_translateY_effect_hover_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_translateY_effect_hover_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_hover_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_hover_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"847\" height=\"107\" src=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/countunique-sleep-.webp\" class=\"attachment-large size-large wp-image-468\" alt=\"\" srcset=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/countunique-sleep-.webp 847w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/countunique-sleep--300x38.webp 300w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/countunique-sleep--768x97.webp 768w\" sizes=\"(max-width: 847px) 100vw, 847px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-eaa61b6 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"eaa61b6\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-37c389a elementor-widget elementor-widget-image\" data-id=\"37c389a\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"542\" height=\"162\" src=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/count-sleep.webp\" class=\"attachment-large size-large wp-image-477\" alt=\"\" srcset=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/count-sleep.webp 542w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/count-sleep-300x90.webp 300w\" sizes=\"(max-width: 542px) 100vw, 542px\" \/>\t\t\t\t\t\t\t\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<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-f0a1233 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"f0a1233\" data-element_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-inner-column elementor-element elementor-element-e8cf2a2\" data-id=\"e8cf2a2\" data-element_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-240fef9 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"240fef9\" data-element_type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<i aria-hidden=\"true\" class=\"fas fa-long-arrow-alt-down\"><\/i>\t\t\t<\/div>\n\t\t<\/div>\n\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<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-5ad8007 elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"5ad8007\" data-element_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-50 elementor-inner-column elementor-element elementor-element-48d6800\" data-id=\"48d6800\" data-element_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-8da8d2b elementor-widget elementor-widget-text-editor\" data-id=\"8da8d2b\" data-element_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>Logical error: When calculated in RStudio, some users had:<\/p><p><b>A Total time of usage &gt;1440 minutes\u00a0 per day:\u00a0 <\/b><em>Note: One day= 1440 minutes<\/em><\/p><ul><li>could be due to overlap of sedentary and sleep minutes (recording minutes as both sedentary and sleep)?<\/li><\/ul><p>As a result:\u00a0 <i style=\"font-weight: inherit; color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; letter-spacing: var( --e-global-typography-text-letter-spacing ); text-transform: var( --e-global-typography-text-text-transform ); background-color: var( --e-global-color-c696dce );\">I couldn\u2019t use total time of usage in my analysis.<\/i><\/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<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-3d659a5\" data-id=\"3d659a5\" data-element_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-072f9cc elementor-widget elementor-widget-image\" data-id=\"072f9cc\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"361\" src=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/total-usage-1024x361.webp\" class=\"attachment-large size-large wp-image-332\" alt=\"\" srcset=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/total-usage-1024x361.webp 1024w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/total-usage-300x106.webp 300w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/total-usage-768x271.webp 768w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/total-usage.webp 1217w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\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<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-d5f992b elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"d5f992b\" data-element_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-50 elementor-inner-column elementor-element elementor-element-68086a1\" data-id=\"68086a1\" data-element_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-df4208c elementor-widget elementor-widget-text-editor\" data-id=\"df4208c\" data-element_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>Other users had a <b>Total time of usage = 1440 minutes:<\/b><\/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<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-00cce76\" data-id=\"00cce76\" data-element_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-6ca1b76 elementor-widget elementor-widget-image\" data-id=\"6ca1b76\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"357\" src=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/total-usage-2-1024x357.webp\" class=\"attachment-large size-large wp-image-331\" alt=\"\" srcset=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/total-usage-2-1024x357.webp 1024w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/total-usage-2-300x105.webp 300w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/total-usage-2-768x268.webp 768w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/total-usage-2.webp 1229w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\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 class=\"elementor-element elementor-element-57ec907 elementor-widget elementor-widget-spacer\" data-id=\"57ec907\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-d1de679 elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"d1de679\" data-element_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-50 elementor-inner-column elementor-element elementor-element-31bbc39\" data-id=\"31bbc39\" data-element_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-7ba7f93 elementor-widget elementor-widget-text-editor\" data-id=\"7ba7f93\" data-element_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><strong>3 IDs had more than 2 entries\/day<\/strong> (not duplicates) -&gt; this resulted in some IDs having 31 entries<\/p><p>2 IDs had:<\/p><ul><li><b>In one day<\/b>: an entry with 2 in TotalSleepRecords+ another entry with 1 in TotalSleepRecords.\u00a0 \u00a0 \u00a0 \u00a0 \u00a0<em style=\"font-size: 16px; color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; letter-spacing: var( --e-global-typography-text-letter-spacing ); text-transform: var( --e-global-typography-text-text-transform ); background-color: var( --e-global-color-c696dce );\">(Total minutes asleep is greater than allowed by sum of active and sedentary minutes)<\/em><\/li><\/ul>\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<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-455f2a9\" data-id=\"455f2a9\" data-element_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-827574e elementor-widget elementor-widget-image\" data-id=\"827574e\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"912\" height=\"82\" src=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/entries-error-1.webp\" class=\"attachment-large size-large wp-image-326\" alt=\"\" srcset=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/entries-error-1.webp 912w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/entries-error-1-300x27.webp 300w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/entries-error-1-768x69.webp 768w\" sizes=\"(max-width: 912px) 100vw, 912px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e6d74fe elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"e6d74fe\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-14a2fa0 elementor-widget elementor-widget-image\" data-id=\"14a2fa0\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"915\" height=\"92\" src=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/entries-error-2.webp\" class=\"attachment-large size-large wp-image-327\" alt=\"\" srcset=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/entries-error-2.webp 915w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/entries-error-2-300x30.webp 300w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/entries-error-2-768x77.webp 768w\" sizes=\"(max-width: 915px) 100vw, 915px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2c4c6bd elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"2c4c6bd\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5b9100b elementor-widget elementor-widget-image\" data-id=\"5b9100b\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"906\" height=\"89\" src=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/entries-error-3.webp\" class=\"attachment-large size-large wp-image-328\" alt=\"\" srcset=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/entries-error-3.webp 906w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/entries-error-3-300x29.webp 300w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/entries-error-3-768x75.webp 768w\" sizes=\"(max-width: 906px) 100vw, 906px\" \/>\t\t\t\t\t\t\t\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\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-28c3769 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"28c3769\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-1514a5b\" data-id=\"1514a5b\" data-element_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-c2ecabf elementor-widget elementor-widget-heading\" data-id=\"c2ecabf\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Fitbit: questions I asked<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-8f6ad1e elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"8f6ad1e\" data-element_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-50 elementor-inner-column elementor-element elementor-element-444ff08\" data-id=\"444ff08\" data-element_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-671325c elementor-widget elementor-widget-image\" data-id=\"671325c\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"1024\" src=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/magnify-g6e5c7243d_1280-1024x1024.png\" class=\"attachment-large size-large wp-image-290\" alt=\"\" srcset=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/magnify-g6e5c7243d_1280-1024x1024.png 1024w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/magnify-g6e5c7243d_1280-300x300.png 300w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/magnify-g6e5c7243d_1280-150x150.png 150w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/magnify-g6e5c7243d_1280-768x768.png 768w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/magnify-g6e5c7243d_1280-64x64.png 64w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/magnify-g6e5c7243d_1280.png 1280w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\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<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-c19635e\" data-id=\"c19635e\" data-element_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-c3446f1 elementor-widget elementor-widget-text-editor\" data-id=\"c3446f1\" data-element_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<hr \/><p>1) <b>What did participants like to use it for more?<\/b>\u00a0<span style=\"font-size: 16px; color: var( --e-global-color-text ); letter-spacing: 0px; background-color: var( --e-global-color-c696dce );\">Track activity, or track sleep?<\/span><\/p><p>2)\u00a0<b>Does usage differ with different days of the week?<\/b> Working days vs weekends?<\/p><p>3)\u00a0<b>Is there any difference in average sleep and activity between consistent and non-consistent users? <\/b>Is there a difference in a specific type of activity?<\/p><p>4)\u00a0<b>Is there any relationship between sleep and activity <\/b>that we can use in our marketing strategy?<\/p><ul><li><i>Eg<\/i><i>. By keeping track of your activity and making sure that you\u2019ve had your dose of highly active minutes, you can rest assured that you\u2019ll have some good rest at night! (and you can track that with the device itself!)<\/i><\/li><\/ul><p>5)\u00a0<b>How long did the participants wear it for? Is it tolerated well?<\/b> Could this tell us something about the comfort level? Or aesthetics?<\/p><ul><li>This couldn\u2019t be analyzed due to error in total time of use.<\/li><\/ul><p><b style=\"font-style: inherit; color: var( --e-global-color-text ); letter-spacing: 0px; background-color: var( --e-global-color-c696dce );\">We\u2019ll assume that the most consistent users are the ones who like the device and are interested in using it \u2013 <em>target group<\/em><\/b><em style=\"font-size: 16px; color: var( --e-global-color-text ); letter-spacing: 0px; background-color: var( --e-global-color-c696dce );\"><b>.<\/b><\/em><\/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\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-f189bb0 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"f189bb0\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-42277fc\" data-id=\"42277fc\" data-element_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-2b87413 elementor-widget elementor-widget-heading\" data-id=\"2b87413\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Did participants like to track activity? Or sleep?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ef06bd2 elementor-widget elementor-widget-spacer\" data-id=\"ef06bd2\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b9a139a elementor-widget elementor-widget-heading\" data-id=\"b9a139a\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/www.kaggle.com\/datasets\/arashnic\/fitbit\"><b>A) Count of Unique IDs<\/b>\n<br>\n<br>Dataset Metadata: number of participants is 30, but..\n\n<\/a><\/h5>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-a142926 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"a142926\" data-element_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-inner-column elementor-element elementor-element-3c62c24\" data-id=\"3c62c24\" data-element_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-6b119f4 elementor-widget elementor-widget-image\" data-id=\"6b119f4\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"591\" src=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/activity-vs-sleep-id-count-1024x591.webp\" class=\"attachment-large size-large wp-image-325\" alt=\"\" srcset=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/activity-vs-sleep-id-count-1024x591.webp 1024w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/activity-vs-sleep-id-count-300x173.webp 300w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/activity-vs-sleep-id-count-768x443.webp 768w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/activity-vs-sleep-id-count.webp 1367w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\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 class=\"elementor-element elementor-element-a700225 elementor-widget elementor-widget-spacer\" data-id=\"a700225\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-42b3e72 elementor-widget elementor-widget-heading\" data-id=\"42b3e72\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/www.kaggle.com\/datasets\/arashnic\/fitbit\"><b>B) What did participants track more consistently: Activity or Sleep? <\/b>\n<\/a><\/h5>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6bf1d45 elementor-widget elementor-widget-spacer\" data-id=\"6bf1d45\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4828c9c elementor-widget elementor-widget-image\" data-id=\"4828c9c\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"570\" src=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/activity-vs-sleep-consistent-1024x570.webp\" class=\"attachment-large size-large wp-image-324\" alt=\"\" srcset=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/activity-vs-sleep-consistent-1024x570.webp 1024w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/activity-vs-sleep-consistent-300x167.webp 300w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/activity-vs-sleep-consistent-768x428.webp 768w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/activity-vs-sleep-consistent.webp 1500w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-4228a20 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"4228a20\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-64e2385\" data-id=\"64e2385\" data-element_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-db97a7f elementor-widget elementor-widget-heading\" data-id=\"db97a7f\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Does usage differ with different days of the week? <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d8b6f4c elementor-widget elementor-widget-spacer\" data-id=\"d8b6f4c\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a7280ed elementor-widget elementor-widget-image\" data-id=\"a7280ed\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"330\" src=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/activity-weekday-1024x330.webp\" class=\"attachment-large size-large wp-image-311\" alt=\"\" srcset=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/activity-weekday-1024x330.webp 1024w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/activity-weekday-300x97.webp 300w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/activity-weekday-768x248.webp 768w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/activity-weekday.webp 1466w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9831bb1 elementor-widget elementor-widget-spacer\" data-id=\"9831bb1\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4029049 elementor-widget elementor-widget-image\" data-id=\"4029049\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"333\" src=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/sleep-weekday-1-1024x333.webp\" class=\"attachment-large size-large wp-image-319\" alt=\"\" srcset=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/sleep-weekday-1-1024x333.webp 1024w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/sleep-weekday-1-300x98.webp 300w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/sleep-weekday-1-768x250.webp 768w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/sleep-weekday-1.webp 1490w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-ad9e9c9 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"ad9e9c9\" data-element_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-inner-column elementor-element elementor-element-6962ec4\" data-id=\"6962ec4\" data-element_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-dfecd94 elementor-widget elementor-widget-spacer\" data-id=\"dfecd94\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-87149c1 elementor-widget elementor-widget-text-editor\" data-id=\"87149c1\" data-element_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><b><u>Analysis Process Example:<\/u> To summarize the average sleep minutes for each day of the week:<\/b><\/p><p>In Excel, I used a combination of <b><i>data validation list, pivot table, and VLOOKUP<\/i><\/b> as seen below:<\/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 class=\"elementor-element elementor-element-db42e0e elementor-widget elementor-widget-image\" data-id=\"db42e0e\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"230\" src=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/drop-down-sleep-day-with-vlookup-3-1024x230.webp\" class=\"attachment-large size-large wp-image-488\" alt=\"\" srcset=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/drop-down-sleep-day-with-vlookup-3-1024x230.webp 1024w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/drop-down-sleep-day-with-vlookup-3-300x67.webp 300w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/drop-down-sleep-day-with-vlookup-3-768x172.webp 768w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/drop-down-sleep-day-with-vlookup-3.webp 1256w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-22b4b26 elementor-widget elementor-widget-spacer\" data-id=\"22b4b26\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-74598ce elementor-widget elementor-widget-spacer\" data-id=\"74598ce\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-ddd8aa4 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"ddd8aa4\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-06f1d55\" data-id=\"06f1d55\" data-element_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-e12cc07 elementor-widget elementor-widget-heading\" data-id=\"e12cc07\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Is there any difference in average sleep and activity between consistent and non-consistent users?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-244e5d8 elementor-widget elementor-widget-spacer\" data-id=\"244e5d8\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-adc37d6 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"adc37d6\" data-element_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-50 elementor-inner-column elementor-element elementor-element-dc704be\" data-id=\"dc704be\" data-element_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-9180c2b elementor-widget elementor-widget-text-editor\" data-id=\"9180c2b\" data-element_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><strong>Define groups of participants according to consistency of usage:<\/strong><\/p><ul><li>Participants with<b> &lt; 22 entries<\/b> -&gt; <b>\u201cnon-consistent users\u201d<\/b><\/li><li>Participants with <b>&gt;= 22 entries<\/b> -&gt; <b>\u201cconsistent users<\/b><\/li><\/ul>\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<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-a4c661a\" data-id=\"a4c661a\" data-element_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-612bc2a elementor-widget elementor-widget-image\" data-id=\"612bc2a\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"434\" src=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/consistent-vs-non-consistent-icons-1024x434.webp\" class=\"attachment-large size-large wp-image-353\" alt=\"\" srcset=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/consistent-vs-non-consistent-icons-1024x434.webp 1024w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/consistent-vs-non-consistent-icons-300x127.webp 300w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/consistent-vs-non-consistent-icons-768x325.webp 768w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/consistent-vs-non-consistent-icons.webp 1032w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\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 class=\"elementor-element elementor-element-a05087a elementor-widget elementor-widget-spacer\" data-id=\"a05087a\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-024dc68 elementor-widget elementor-widget-heading\" data-id=\"024dc68\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/www.kaggle.com\/datasets\/arashnic\/fitbit\">Consistent Vs. Non-Consistent Users<br><b>A) Average Total Minutes Asleep: <\/b>\n<\/a><\/h5>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-85d2ea8 elementor-widget elementor-widget-spacer\" data-id=\"85d2ea8\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-99d22e7 elementor-widget elementor-widget-image\" data-id=\"99d22e7\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"619\" src=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/consistent-vs-non-consistent-avg-sleep-1024x619.webp\" class=\"attachment-large size-large wp-image-365\" alt=\"\" srcset=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/consistent-vs-non-consistent-avg-sleep-1024x619.webp 1024w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/consistent-vs-non-consistent-avg-sleep-300x181.webp 300w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/consistent-vs-non-consistent-avg-sleep-768x464.webp 768w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/consistent-vs-non-consistent-avg-sleep.webp 1528w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ca980fe elementor-widget elementor-widget-spacer\" data-id=\"ca980fe\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-db3b5b2 elementor-widget elementor-widget-text-editor\" data-id=\"db3b5b2\" data-element_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><b><u>Analysis Process Example:<\/u> To summarize the average sleep minutes for each group (consistent vs. non-consistent):<\/b><\/p><p>In Excel, I used a combination of <b><i>\u00a0pivot table, and AVERAGEIF<\/i><\/b>\u00a0as seen below:<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9c1053f elementor-widget elementor-widget-image\" data-id=\"9c1053f\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"248\" src=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/average-if-1-1024x248.webp\" class=\"attachment-large size-large wp-image-492\" alt=\"\" srcset=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/average-if-1-1024x248.webp 1024w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/average-if-1-300x73.webp 300w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/average-if-1-768x186.webp 768w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/average-if-1.webp 1348w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9d04b0c elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"9d04b0c\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d464fe1 elementor-widget elementor-widget-heading\" data-id=\"d464fe1\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/www.kaggle.com\/datasets\/arashnic\/fitbit\">Consistent Vs. Non-Consistent Users<br><b>B) Average Fairly Active + Very Active Minutes \n <\/b>\n<\/a><\/h5>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-18f7607 elementor-widget elementor-widget-spacer\" data-id=\"18f7607\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-20fc3e7 elementor-widget elementor-widget-image\" data-id=\"20fc3e7\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"616\" src=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/consistent-vs-non-consistent-avg-fairly-active-and-very-active-1024x616.webp\" class=\"attachment-large size-large wp-image-364\" alt=\"\" srcset=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/consistent-vs-non-consistent-avg-fairly-active-and-very-active-1024x616.webp 1024w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/consistent-vs-non-consistent-avg-fairly-active-and-very-active-300x180.webp 300w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/consistent-vs-non-consistent-avg-fairly-active-and-very-active-768x462.webp 768w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/consistent-vs-non-consistent-avg-fairly-active-and-very-active.webp 1450w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3e999c8 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"3e999c8\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-95b77b7 elementor-widget elementor-widget-heading\" data-id=\"95b77b7\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/www.kaggle.com\/datasets\/arashnic\/fitbit\">Consistent Vs. Non-Consistent Users<br><b>C) Average Very Active Minutes \n \n <\/b>\n<\/a><\/h5>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4df1049 elementor-widget elementor-widget-spacer\" data-id=\"4df1049\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-afeb750 elementor-widget elementor-widget-image\" data-id=\"afeb750\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"661\" src=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/consistent-vs-non-consistent-avg-very-active-1024x661.webp\" class=\"attachment-large size-large wp-image-366\" alt=\"\" srcset=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/consistent-vs-non-consistent-avg-very-active-1024x661.webp 1024w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/consistent-vs-non-consistent-avg-very-active-300x194.webp 300w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/consistent-vs-non-consistent-avg-very-active-768x496.webp 768w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/consistent-vs-non-consistent-avg-very-active.webp 1446w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-e83dfd5 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"e83dfd5\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-c34f27d\" data-id=\"c34f27d\" data-element_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-1d9e546 elementor-widget elementor-widget-heading\" data-id=\"1d9e546\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Relationship between the amount of activity and the amount of sleep<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2e98d9e elementor-widget elementor-widget-heading\" data-id=\"2e98d9e\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/www.kaggle.com\/datasets\/arashnic\/fitbit\"><i>Can we say: <br>\u201cYou can predict how well you\u2019ll sleep tonight by tracking your activity during the day\u201d<\/i>\n?<\/a><\/h5>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-30d3100 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"30d3100\" data-element_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-inner-column elementor-element elementor-element-6c26eb7\" data-id=\"6c26eb7\" data-element_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-328ad44 elementor-widget elementor-widget-image\" data-id=\"328ad44\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"457\" src=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/sleep-vs-activity-icons-1024x457.webp\" class=\"attachment-large size-large wp-image-382\" alt=\"\" srcset=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/sleep-vs-activity-icons-1024x457.webp 1024w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/sleep-vs-activity-icons-300x134.webp 300w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/sleep-vs-activity-icons-768x343.webp 768w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/sleep-vs-activity-icons.webp 1350w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-da0bec3 elementor-widget elementor-widget-spacer\" data-id=\"da0bec3\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a77e2c6 elementor-widget elementor-widget-heading\" data-id=\"a77e2c6\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/www.kaggle.com\/datasets\/arashnic\/fitbit\"><b>1) (Fairly + Very Active Minutes) Vs Sleep<\/b>\n<br>A) Analyzing (fairly active + very active) minutes <b>on individual days:<\/b>\n<\/a><\/h5>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5439e94 elementor-widget elementor-widget-text-editor\" data-id=\"5439e94\" data-element_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>RStudio: Process of merging activity data with sleep data by the common columns: &#8220;date&#8221; and &#8220;Id&#8221;.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-50a518e elementor-widget elementor-widget-image\" data-id=\"50a518e\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"389\" src=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/rstudio-fairlyveryactive-indiviual-1-1024x389.webp\" class=\"attachment-large size-large wp-image-539\" alt=\"\" srcset=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/rstudio-fairlyveryactive-indiviual-1-1024x389.webp 1024w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/rstudio-fairlyveryactive-indiviual-1-300x114.webp 300w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/rstudio-fairlyveryactive-indiviual-1-768x291.webp 768w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/rstudio-fairlyveryactive-indiviual-1.webp 1136w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-242e819 elementor-widget elementor-widget-spacer\" data-id=\"242e819\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7285bbb elementor-widget elementor-widget-text-editor\" data-id=\"7285bbb\" data-element_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>Result of merging:<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a965bef elementor-widget elementor-widget-image\" data-id=\"a965bef\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"623\" height=\"347\" src=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/rstudio-fairlyveryactive-indiviual-3-merge-result.webp\" class=\"attachment-large size-large wp-image-541\" alt=\"\" srcset=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/rstudio-fairlyveryactive-indiviual-3-merge-result.webp 623w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/rstudio-fairlyveryactive-indiviual-3-merge-result-300x167.webp 300w\" sizes=\"(max-width: 623px) 100vw, 623px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-eab04af elementor-widget elementor-widget-spacer\" data-id=\"eab04af\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-afbb813 elementor-widget elementor-widget-text-editor\" data-id=\"afbb813\" data-element_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>RStudio: Using ggplot2 package to visualize results:<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-215266c e-transform elementor-widget elementor-widget-image\" data-id=\"215266c\" data-element_type=\"widget\" data-settings=\"{&quot;_transform_scale_effect_hover&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:1.3,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_hover_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_hover_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"62\" src=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/rstudio-fairlyveryactive-indiviual-2-1024x62.webp\" class=\"attachment-large size-large wp-image-540\" alt=\"\" srcset=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/rstudio-fairlyveryactive-indiviual-2-1024x62.webp 1024w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/rstudio-fairlyveryactive-indiviual-2-300x18.webp 300w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/rstudio-fairlyveryactive-indiviual-2-768x46.webp 768w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/rstudio-fairlyveryactive-indiviual-2-1536x93.webp 1536w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/rstudio-fairlyveryactive-indiviual-2.webp 1540w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-33e646a elementor-widget elementor-widget-spacer\" data-id=\"33e646a\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2ba5705 elementor-widget elementor-widget-text-editor\" data-id=\"2ba5705\" data-element_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>Result and visualization of relationship between (sum of fairly and very active minutes) and sleep on individual days:<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ba4116a elementor-widget elementor-widget-image\" data-id=\"ba4116a\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"570\" src=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/graph-fairly-very-active-vs-sleep-1024x570.webp\" class=\"attachment-large size-large wp-image-393\" alt=\"\" srcset=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/graph-fairly-very-active-vs-sleep-1024x570.webp 1024w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/graph-fairly-very-active-vs-sleep-300x167.webp 300w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/graph-fairly-very-active-vs-sleep-768x428.webp 768w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/graph-fairly-very-active-vs-sleep.webp 1469w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3d0c05e elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"3d0c05e\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c6b74c2 elementor-widget elementor-widget-heading\" data-id=\"c6b74c2\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/www.kaggle.com\/datasets\/arashnic\/fitbit\"><b>1) (Fairly + Very Active Minutes) Vs Sleep<\/b>\n<br>B) Analyzing the <b>average<\/b> (fairly active + very active) minutes <b>vs average<\/b> sleep for <b>each user through the whole time period<\/b>: <\/a><\/h5>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6a31a08 elementor-widget elementor-widget-spacer\" data-id=\"6a31a08\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3da82d8 elementor-widget elementor-widget-text-editor\" data-id=\"3da82d8\" data-element_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>RStudio: Using group_by and summarise commands to create average data, and ggplot to visualize results.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-668f0e8 e-transform e-transform elementor-widget elementor-widget-image\" data-id=\"668f0e8\" data-element_type=\"widget\" data-settings=\"{&quot;_transform_scale_effect_hover&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:1.2,&quot;sizes&quot;:[]},&quot;_transform_scale_effect&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_hover_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_hover_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"126\" src=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/rstudio-fairlyveryactive-average-1-1024x126.webp\" class=\"attachment-large size-large wp-image-551\" alt=\"\" srcset=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/rstudio-fairlyveryactive-average-1-1024x126.webp 1024w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/rstudio-fairlyveryactive-average-1-300x37.webp 300w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/rstudio-fairlyveryactive-average-1-768x94.webp 768w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/rstudio-fairlyveryactive-average-1-1536x189.webp 1536w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/rstudio-fairlyveryactive-average-1.webp 1595w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-87c2f4f elementor-widget elementor-widget-spacer\" data-id=\"87c2f4f\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d03f350 elementor-widget elementor-widget-text-editor\" data-id=\"d03f350\" data-element_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><span style=\"font-size: 16px; font-style: normal; font-weight: 300;\">Result and visualization of relationship between average of (fairly &amp; very active minutes) and average sleep for each user through the whole time period:<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-babb1b8 elementor-widget elementor-widget-image\" data-id=\"babb1b8\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"496\" src=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/graph-fairly-very-active-vs-sleep-b-1024x496.webp\" class=\"attachment-large size-large wp-image-392\" alt=\"\" srcset=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/graph-fairly-very-active-vs-sleep-b-1024x496.webp 1024w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/graph-fairly-very-active-vs-sleep-b-300x145.webp 300w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/graph-fairly-very-active-vs-sleep-b-768x372.webp 768w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/graph-fairly-very-active-vs-sleep-b.webp 1469w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9da0e54 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"9da0e54\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ad0f1a8 elementor-widget elementor-widget-heading\" data-id=\"ad0f1a8\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/www.kaggle.com\/datasets\/arashnic\/fitbit\"><b>2) Fairly Active Minutes Vs Sleep\n<\/b>\n<br>A) Analyzing fairly active minutes vs sleep <b>on individual days:<\/b><\/a><\/h5>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a3194b4 elementor-widget elementor-widget-spacer\" data-id=\"a3194b4\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2796139 elementor-widget elementor-widget-text-editor\" data-id=\"2796139\" data-element_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>RStudio: Using merge to join activity data and sleep data, and ggplot to visualize results.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a298520 e-transform e-transform elementor-widget elementor-widget-image\" data-id=\"a298520\" data-element_type=\"widget\" data-settings=\"{&quot;_transform_scale_effect_hover&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:1.2,&quot;sizes&quot;:[]},&quot;_transform_scale_effect&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_hover_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_hover_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"265\" src=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/rstudio-fairly-active-vs-sleep-individual-1024x265.webp\" class=\"attachment-large size-large wp-image-536\" alt=\"\" srcset=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/rstudio-fairly-active-vs-sleep-individual-1024x265.webp 1024w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/rstudio-fairly-active-vs-sleep-individual-300x78.webp 300w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/rstudio-fairly-active-vs-sleep-individual-768x199.webp 768w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/rstudio-fairly-active-vs-sleep-individual-1536x398.webp 1536w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/rstudio-fairly-active-vs-sleep-individual.webp 1583w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3bcd771 elementor-widget elementor-widget-spacer\" data-id=\"3bcd771\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-261811c elementor-widget elementor-widget-text-editor\" data-id=\"261811c\" data-element_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><span style=\"font-size: 16px; font-style: normal; font-weight: 300;\">Result and visualization of relationship between fairly active minutes and sleep on individual days:<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-63ebfd5 elementor-widget elementor-widget-image\" data-id=\"63ebfd5\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"632\" src=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/graph-fairly-ative-v-sleep-A-1024x632.webp\" class=\"attachment-large size-large wp-image-391\" alt=\"\" srcset=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/graph-fairly-ative-v-sleep-A-1024x632.webp 1024w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/graph-fairly-ative-v-sleep-A-300x185.webp 300w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/graph-fairly-ative-v-sleep-A-768x474.webp 768w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/graph-fairly-ative-v-sleep-A.webp 1247w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6d2f3ee elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"6d2f3ee\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7998522 elementor-widget elementor-widget-heading\" data-id=\"7998522\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/www.kaggle.com\/datasets\/arashnic\/fitbit\"><b>2) Fairly Active Minutes Vs Sleep\n<\/b>\n<br>B) Analyzing the <b>average<\/b> fairly active minutes with <b>average<\/b> sleep for <b>each user through the whole period: <\/b><\/a><\/h5>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6b29d99 elementor-widget elementor-widget-spacer\" data-id=\"6b29d99\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ce974f1 elementor-widget elementor-widget-text-editor\" data-id=\"ce974f1\" data-element_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>RStudio: Using group_by and summarise commands to create average data, and ggplot to visualize results.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ecaec82 e-transform e-transform elementor-widget elementor-widget-image\" data-id=\"ecaec82\" data-element_type=\"widget\" data-settings=\"{&quot;_transform_scale_effect_hover&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:1.2,&quot;sizes&quot;:[]},&quot;_transform_scale_effect&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_hover_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_hover_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1572\" height=\"578\" src=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/rstudio-fairly-active-vs-sleep-average-1.webp\" class=\"attachment-2048x2048 size-2048x2048 wp-image-561\" alt=\"\" srcset=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/rstudio-fairly-active-vs-sleep-average-1.webp 1572w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/rstudio-fairly-active-vs-sleep-average-1-300x110.webp 300w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/rstudio-fairly-active-vs-sleep-average-1-1024x377.webp 1024w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/rstudio-fairly-active-vs-sleep-average-1-768x282.webp 768w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/rstudio-fairly-active-vs-sleep-average-1-1536x565.webp 1536w\" sizes=\"(max-width: 1572px) 100vw, 1572px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ed82277 elementor-widget elementor-widget-image\" data-id=\"ed82277\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"130\" src=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/rstudio-fairly-active-vs-sleep-average-2-1024x130.webp\" class=\"attachment-large size-large wp-image-532\" alt=\"\" srcset=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/rstudio-fairly-active-vs-sleep-average-2-1024x130.webp 1024w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/rstudio-fairly-active-vs-sleep-average-2-300x38.webp 300w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/rstudio-fairly-active-vs-sleep-average-2-768x98.webp 768w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/rstudio-fairly-active-vs-sleep-average-2-1536x196.webp 1536w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/rstudio-fairly-active-vs-sleep-average-2.webp 1547w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6ccb10b elementor-widget elementor-widget-image\" data-id=\"6ccb10b\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"436\" height=\"270\" src=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/rstudio-fairly-active-vs-sleep-average-table-result.webp\" class=\"attachment-large size-large wp-image-533\" alt=\"\" srcset=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/rstudio-fairly-active-vs-sleep-average-table-result.webp 436w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/rstudio-fairly-active-vs-sleep-average-table-result-300x186.webp 300w\" sizes=\"(max-width: 436px) 100vw, 436px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5b11026 elementor-widget elementor-widget-spacer\" data-id=\"5b11026\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2afa5d0 elementor-widget elementor-widget-text-editor\" data-id=\"2afa5d0\" data-element_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><span style=\"font-size: 16px; font-style: normal; font-weight: 300;\">Result and visualization of relationship between average of fairly active minutes and average sleep for each user through the whole time period:<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-37c663a elementor-widget elementor-widget-image\" data-id=\"37c663a\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"485\" src=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/fairly-active-vs-sleep-B-1024x485.webp\" class=\"attachment-large size-large wp-image-390\" alt=\"\" srcset=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/fairly-active-vs-sleep-B-1024x485.webp 1024w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/fairly-active-vs-sleep-B-300x142.webp 300w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/fairly-active-vs-sleep-B-768x363.webp 768w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/fairly-active-vs-sleep-B.webp 1473w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dafd701 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"dafd701\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a19ddfe elementor-widget elementor-widget-heading\" data-id=\"a19ddfe\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/www.kaggle.com\/datasets\/arashnic\/fitbit\"><b>3) Very Active Minutes Vs Sleep <\/b>\n<br>A) Analyzing very active minutes vs sleep <b>on individual days:<\/b><\/a><\/h5>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e45b636 elementor-widget elementor-widget-spacer\" data-id=\"e45b636\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ce5443e elementor-widget elementor-widget-image\" data-id=\"ce5443e\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"479\" src=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/very-active-minutes-vs-sleep-A-1024x479.webp\" class=\"attachment-large size-large wp-image-395\" alt=\"\" srcset=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/very-active-minutes-vs-sleep-A-1024x479.webp 1024w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/very-active-minutes-vs-sleep-A-300x140.webp 300w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/very-active-minutes-vs-sleep-A-768x359.webp 768w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/very-active-minutes-vs-sleep-A.webp 1411w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-396c5ce elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"396c5ce\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4ca39ae elementor-widget elementor-widget-heading\" data-id=\"4ca39ae\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/www.kaggle.com\/datasets\/arashnic\/fitbit\"><b>3) Very Active Minutes Vs Sleep <\/b>\n<br>B) Analyzing the <b>average<\/b> very active minutes, with <b>average <\/b>sleep for <b>each user through the whole period: <\/b><\/a><\/h5>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0fe2805 elementor-widget elementor-widget-spacer\" data-id=\"0fe2805\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2c7fce8 elementor-widget elementor-widget-image\" data-id=\"2c7fce8\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"477\" src=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/graph-very-active-vs-sleep-B-1024x477.webp\" class=\"attachment-large size-large wp-image-389\" alt=\"\" srcset=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/graph-very-active-vs-sleep-B-1024x477.webp 1024w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/graph-very-active-vs-sleep-B-300x140.webp 300w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/graph-very-active-vs-sleep-B-768x358.webp 768w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/12\/graph-very-active-vs-sleep-B.webp 1469w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\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\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-0381ab8 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"0381ab8\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-caa1b07\" data-id=\"caa1b07\" data-element_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-0015f19 elementor-widget elementor-widget-heading\" data-id=\"0015f19\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">What can we infer?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f0b366b elementor-widget elementor-widget-spacer\" data-id=\"f0b366b\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-19935c8 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"19935c8\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-wide\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-0a89d29\" data-id=\"0a89d29\" data-element_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-9fcda7f elementor-widget elementor-widget-heading\" data-id=\"9fcda7f\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">What we\u2019ve learned \n<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-08f1a87 elementor-widget elementor-widget-text-editor\" data-id=\"08f1a87\" data-element_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>1) Device was used more frequently and consistently to track activity rather than sleep.<\/p><p>2) Users tend to track sleep much more on weekends than weekdays.<\/p><p>3) There wasn\u2019t not much difference in activity tracking between weekdays and weekends.\u00a0<\/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<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-6d46a96\" data-id=\"6d46a96\" data-element_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-a8593d0 elementor-widget elementor-widget-heading\" data-id=\"a8593d0\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Possible Questions\n<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-41a31f6 elementor-widget elementor-widget-text-editor\" data-id=\"41a31f6\" data-element_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<ul><li>Are participants more interested in tracking activity than in tracking sleep?<ul><li style=\"text-align: left;\"><em>A person can guess hours of sleep but not count of steps<\/em><\/li><\/ul><\/li><li>The cause for less sleep tracking?<ul><li>Is the battery running out at the end of the day?.<\/li><li>Is it an an issue of comfort?<\/li><\/ul><\/li><li>Weekends: Better chance of charging for sleep tracking?<\/li><li>Weekends: Less worry of not getting good sleep due to comfort?<\/li><\/ul>\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<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-4fd2e80\" data-id=\"4fd2e80\" data-element_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-a39bee6 elementor-widget elementor-widget-heading\" data-id=\"a39bee6\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Recommended Actions<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-828e55d elementor-widget elementor-widget-text-editor\" data-id=\"828e55d\" data-element_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>1) Focus on battery life: it will last x days on a single charge of x hours.\u00a0\u00a0<span style=\"font-size: 18px; color: var( --e-global-color-text ); letter-spacing: 0px; background-color: var( --e-global-color-c696dce );\">(<\/span><i style=\"font-weight: inherit; color: var( --e-global-color-text ); letter-spacing: 0px; background-color: var( --e-global-color-c696dce );\">no need to worry about charging it in the middle of the day\/ before going to sleep<\/i><span style=\"font-size: 18px; color: var( --e-global-color-text ); letter-spacing: 0px; background-color: var( --e-global-color-c696dce );\">)<\/span><\/p><p>2) Focus on comfort level of the watch, or that it can be used while\u00a0 not worn?<\/p><p>3) Focus on tracking activity for this product, and focus on sleep when promoting other more suitable products.<\/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 class=\"elementor-element elementor-element-7f06406 elementor-widget elementor-widget-spacer\" data-id=\"7f06406\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6372b72e elementor-section-full_width elementor-section-content-middle elementor-hidden-desktop elementor-hidden-tablet elementor-hidden-mobile elementor-section-height-default elementor-section-height-default\" data-id=\"6372b72e\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-6e3c46c7\" data-id=\"6e3c46c7\" data-element_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-3fb6fa06 gallery-spacing-custom elementor-widget elementor-widget-image-gallery\" data-id=\"3fb6fa06\" data-element_type=\"widget\" data-widget_type=\"image-gallery.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-image-gallery\">\n\t\t\t<div id='gallery-1' class='gallery galleryid-170 gallery-columns-3 gallery-size-full'><figure class='gallery-item'>\n\t\t\t<div class='gallery-icon landscape'>\n\t\t\t\t<a data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-slideshow=\"3fb6fa06\" data-elementor-lightbox-title=\"526x526_01.jpg\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6MjAsInVybCI6Imh0dHBzOlwvXC9yZW1lbWJlcm9sb2d5Lm5ldFwvYW5hbHl0aWNzXC93cC1jb250ZW50XC91cGxvYWRzXC9zaXRlc1wvNVwvMjAyMlwvMTFcLzUyNng1MjZfMDEuanBnIiwic2xpZGVzaG93IjoiM2ZiNmZhMDYifQ%3D%3D\" href='https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/11\/526x526_01.jpg'><img loading=\"lazy\" decoding=\"async\" width=\"526\" height=\"526\" src=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/11\/526x526_01.jpg\" class=\"attachment-full size-full\" alt=\"\" srcset=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/11\/526x526_01.jpg 526w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/11\/526x526_01-300x300.jpg 300w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/11\/526x526_01-150x150.jpg 150w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/11\/526x526_01-64x64.jpg 64w\" sizes=\"(max-width: 526px) 100vw, 526px\" \/><\/a>\n\t\t\t<\/div><\/figure><figure class='gallery-item'>\n\t\t\t<div class='gallery-icon landscape'>\n\t\t\t\t<a data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-slideshow=\"3fb6fa06\" data-elementor-lightbox-title=\"526x526_02.jpg\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6MjEsInVybCI6Imh0dHBzOlwvXC9yZW1lbWJlcm9sb2d5Lm5ldFwvYW5hbHl0aWNzXC93cC1jb250ZW50XC91cGxvYWRzXC9zaXRlc1wvNVwvMjAyMlwvMTFcLzUyNng1MjZfMDIuanBnIiwic2xpZGVzaG93IjoiM2ZiNmZhMDYifQ%3D%3D\" href='https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/11\/526x526_02.jpg'><img loading=\"lazy\" decoding=\"async\" width=\"526\" height=\"526\" src=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/11\/526x526_02.jpg\" class=\"attachment-full size-full\" alt=\"\" srcset=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/11\/526x526_02.jpg 526w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/11\/526x526_02-300x300.jpg 300w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/11\/526x526_02-150x150.jpg 150w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/11\/526x526_02-64x64.jpg 64w\" sizes=\"(max-width: 526px) 100vw, 526px\" \/><\/a>\n\t\t\t<\/div><\/figure><figure class='gallery-item'>\n\t\t\t<div class='gallery-icon landscape'>\n\t\t\t\t<a data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-slideshow=\"3fb6fa06\" data-elementor-lightbox-title=\"526x526.jpg\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6MjIsInVybCI6Imh0dHBzOlwvXC9yZW1lbWJlcm9sb2d5Lm5ldFwvYW5hbHl0aWNzXC93cC1jb250ZW50XC91cGxvYWRzXC9zaXRlc1wvNVwvMjAyMlwvMTFcLzUyNng1MjYuanBnIiwic2xpZGVzaG93IjoiM2ZiNmZhMDYifQ%3D%3D\" href='https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/11\/526x526.jpg'><img loading=\"lazy\" decoding=\"async\" width=\"526\" height=\"526\" src=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/11\/526x526.jpg\" class=\"attachment-full size-full\" alt=\"\" srcset=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/11\/526x526.jpg 526w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/11\/526x526-300x300.jpg 300w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/11\/526x526-150x150.jpg 150w, https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/11\/526x526-64x64.jpg 64w\" sizes=\"(max-width: 526px) 100vw, 526px\" \/><\/a>\n\t\t\t<\/div><\/figure>\n\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5cc020fd elementor-widget elementor-widget-heading\" data-id=\"5cc020fd\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">As Featured In<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1e9db2dc elementor-widget elementor-widget-heading\" data-id=\"1e9db2dc\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">This is a space to showcase any publications your work has been featured in<\/h5>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6a6f3ca4 elementor-widget elementor-widget-image-carousel\" data-id=\"6a6f3ca4\" data-element_type=\"widget\" data-settings=\"{&quot;slides_to_show&quot;:&quot;6&quot;,&quot;slides_to_show_tablet&quot;:&quot;3&quot;,&quot;navigation&quot;:&quot;none&quot;,&quot;pause_on_hover&quot;:&quot;no&quot;,&quot;pause_on_interaction&quot;:&quot;no&quot;,&quot;image_spacing_custom&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;55&quot;,&quot;sizes&quot;:[]},&quot;slides_to_scroll_tablet&quot;:&quot;1&quot;,&quot;slides_to_show_mobile&quot;:&quot;1&quot;,&quot;autoplay&quot;:&quot;yes&quot;,&quot;autoplay_speed&quot;:5000,&quot;infinite&quot;:&quot;yes&quot;,&quot;speed&quot;:500,&quot;image_spacing_custom_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"image-carousel.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-image-carousel-wrapper swiper\" role=\"region\" aria-roledescription=\"carousel\" aria-label=\"Image Carousel\" dir=\"ltr\">\n\t\t\t<div class=\"elementor-image-carousel swiper-wrapper\" aria-live=\"off\">\n\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"1 of 5\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/11\/Partners-Logo_5-13122021.svg\" alt=\"Partners-Logo_5-13122021.svg\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"2 of 5\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/rememberology.net\/analytics\/wp-content\/uploads\/sites\/5\/2022\/11\/Partners-Logo_2-13122021.svg\" alt=\"Partners-Logo_2-13122021.svg\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"3 of 5\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" 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\/><\/figure><\/div>\t\t\t<\/div>\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t<\/div>\n\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-432ace7c elementor-section-full_width elementor-section-content-middle elementor-reverse-mobile elementor-section-height-default elementor-section-height-default\" data-id=\"432ace7c\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-1a36cebc\" data-id=\"1a36cebc\" data-element_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-1f05a793 elementor-widget elementor-widget-heading\" data-id=\"1f05a793\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Thank you for taking the time to view my work!\u200b<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-100f2721 elementor-widget elementor-widget-text-editor\" data-id=\"100f2721\" data-element_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>For enquiries, please contact me on: shawahiba@gmail.com<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7945fc4f elementor-invisible elementor-widget elementor-widget-button\" data-id=\"7945fc4f\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInDown&quot;}\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/rememberology.net\/analytics\/contact\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Get in touch<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\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<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-6066b78c\" data-id=\"6066b78c\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\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>Bellabeat Case Study: Extrapolating Trends in Fitbit Usage to Guide the Marketing Strategy.\u00a0 &#8211; A data analysis project by Hiba Shawa. Bellabeat is a high-tech manufacturer of health-focused products for women. One of it\u2019s products, Time, is a wellness watch that combines the timeless look of a classic timepiece with smart technology. \u201cTime\u201d tracks user [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"elementor_header_footer","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"class_list":["post-170","page","type-page","status-publish","hentry"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/rememberology.net\/analytics\/wp-json\/wp\/v2\/pages\/170","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/rememberology.net\/analytics\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/rememberology.net\/analytics\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/rememberology.net\/analytics\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/rememberology.net\/analytics\/wp-json\/wp\/v2\/comments?post=170"}],"version-history":[{"count":211,"href":"https:\/\/rememberology.net\/analytics\/wp-json\/wp\/v2\/pages\/170\/revisions"}],"predecessor-version":[{"id":610,"href":"https:\/\/rememberology.net\/analytics\/wp-json\/wp\/v2\/pages\/170\/revisions\/610"}],"wp:attachment":[{"href":"https:\/\/rememberology.net\/analytics\/wp-json\/wp\/v2\/media?parent=170"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}