{"id":14916,"date":"2019-07-15T22:03:39","date_gmt":"2019-07-16T02:03:39","guid":{"rendered":"http:\/\/bangla.salearningschool.com\/recent-posts\/?p=14916"},"modified":"2019-07-30T19:14:41","modified_gmt":"2019-07-30T23:14:41","slug":"how-different-canadian-regions-provinces-compare-for-health-status-indicators","status":"publish","type":"post","link":"http:\/\/bangla.sitestree.com\/?p=14916","title":{"rendered":"How different Canadian Regions\/Provinces compare for Health Status Indicators?"},"content":{"rendered":"<p><a href=\"https:\/\/i0.wp.com\/bangla.salearningschool.com\/wp-content\/uploads\/2019\/07\/Screen-Shot-2019-07-15-at-9.53.26-PM-1.png\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" class=\"size-medium wp-image-14919 aligncenter\" src=\"https:\/\/i0.wp.com\/bangla.salearningschool.com\/wp-content\/uploads\/2019\/07\/Screen-Shot-2019-07-15-at-9.53.26-PM-1-300x271.png?resize=300%2C271\" alt=\"\" width=\"300\" height=\"271\" srcset=\"https:\/\/i0.wp.com\/bangla.sitestree.com\/wp-content\/uploads\/2019\/07\/Screen-Shot-2019-07-15-at-9.53.26-PM-1.png?resize=300%2C271 300w, https:\/\/i0.wp.com\/bangla.sitestree.com\/wp-content\/uploads\/2019\/07\/Screen-Shot-2019-07-15-at-9.53.26-PM-1.png?w=565 565w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a><\/p>\n<p>As my code found using a dataset (on Health System Performance) from CIHI, Canada.<\/p>\n<p>Available Data Averaged for 2013 to 2017<\/p>\n<p>Health Status Indicators:<\/p>\n<pre>['Cancer Mortality (F)',<\/pre>\n<pre style=\"box-sizing: border-box; overflow: auto; font-size: 14px; padding: 1px 0px; margin-top: 0px; margin-bottom: 0px; line-height: inherit; color: #000000; word-break: break-all; border: 0px; border-radius: 0px; white-space: pre-wrap; vertical-align: baseline;\">'Cancer Mortality (M)',\n'Heart Disease Mortality',<\/pre>\n<pre style=\"box-sizing: border-box; overflow: auto; font-size: 14px; padding: 1px 0px; margin-top: 0px; margin-bottom: 0px; line-height: inherit; color: #000000; word-break: break-all; border: 0px; border-radius: 0px; white-space: pre-wrap; vertical-align: baseline;\">'Infant Mortality',\n'Life Expectancy at Birth (F)',<\/pre>\n<pre style=\"box-sizing: border-box; overflow: auto; font-size: 14px; padding: 1px 0px; margin-top: 0px; margin-bottom: 0px; line-height: inherit; color: #000000; word-break: break-all; border: 0px; border-radius: 0px; white-space: pre-wrap; vertical-align: baseline;\">'Life Expectancy at Birth (M)',\n'Perceived Health Status',<\/pre>\n<pre style=\"box-sizing: border-box; overflow: auto; font-size: 14px; padding: 1px 0px; margin-top: 0px; margin-bottom: 0px; line-height: inherit; color: #000000; word-break: break-all; border: 0px; border-radius: 0px; white-space: pre-wrap; vertical-align: baseline;\">'Stroke Mortality',<\/pre>\n<pre style=\"box-sizing: border-box; overflow: auto; font-size: 14px; padding: 1px 0px; margin-top: 0px; margin-bottom: 0px; line-height: inherit; color: #000000; word-break: break-all; border: 0px; border-radius: 0px; white-space: pre-wrap; vertical-align: baseline;\">'Suicide (F)',\n'Suicide (M)',<\/pre>\n<pre style=\"box-sizing: border-box; overflow: auto; font-size: 14px; padding: 1px 0px; margin-top: 0px; margin-bottom: 0px; line-height: inherit; color: #000000; word-break: break-all; border: 0px; border-radius: 0px; white-space: pre-wrap; vertical-align: baseline;\">'Transport Accident Mortality (F)',\n'Transport Accident Mortality (M)'],\n<\/pre>\n<p><a href=\"https:\/\/i0.wp.com\/bangla.salearningschool.com\/wp-content\/uploads\/2019\/07\/Screen-Shot-2019-07-15-at-9.53.26-PM.png\" rel=\"attachment wp-att-14917\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-14917\" title=\"screen-shot-2019-07-15-at-9-53-26-pm-png\" src=\"https:\/\/i0.wp.com\/bangla.salearningschool.com\/wp-content\/uploads\/2019\/07\/Screen-Shot-2019-07-15-at-9.53.26-PM.png?resize=750%2C750\" alt=\"\" width=\"750\" height=\"750\" srcset=\"https:\/\/i0.wp.com\/bangla.sitestree.com\/wp-content\/uploads\/2019\/07\/Screen-Shot-2019-07-15-at-9.53.26-PM.png?resize=150%2C150 150w, https:\/\/i0.wp.com\/bangla.sitestree.com\/wp-content\/uploads\/2019\/07\/Screen-Shot-2019-07-15-at-9.53.26-PM.png?resize=50%2C50 50w\" sizes=\"auto, (max-width: 750px) 100vw, 750px\" \/><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>As my code found using a dataset (on Health System Performance) from CIHI, Canada. Available Data Averaged for 2013 to 2017 Health Status Indicators: [&#8216;Cancer Mortality (F)&#8217;, &#8216;Cancer Mortality (M)&#8217;, &#8216;Heart Disease Mortality&#8217;, &#8216;Infant Mortality&#8217;, &#8216;Life Expectancy at Birth (F)&#8217;, &#8216;Life Expectancy at Birth (M)&#8217;, &#8216;Perceived Health Status&#8217;, &#8216;Stroke Mortality&#8217;, &#8216;Suicide (F)&#8217;, &#8216;Suicide (M)&#8217;, &#8216;Transport &hellip; <\/p>\n<p><a class=\"more-link btn\" href=\"http:\/\/bangla.sitestree.com\/?p=14916\">Continue reading<\/a><\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[1898,1894,182],"tags":[],"class_list":["post-14916","post","type-post","status-publish","format-standard","hentry","category-health-status","category-health-system-performance","category---blog","item-wrap"],"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"jetpack-related-posts":[{"id":15096,"url":"http:\/\/bangla.sitestree.com\/?p=15096","url_meta":{"origin":14916,"position":0},"title":"Health Status Indicators: Health System Performance","author":"Sayed","date":"July 23, 2019","format":false,"excerpt":"Health Status Indicators: Health System Performance Health Status Measurements Indicators: Dataset from CIHI, Canada Cancer Mortality (F)', 'Cancer Mortality (M)', 'Heart Disease Mortality', 'Infant Mortality', 'Life Expectancy at Birth (F)', 'Life Expectancy at Birth (M)', 'Perceived Health Status', 'Stroke Mortality', 'Suicide (F)', 'Suicide (M)', 'Transport Accident Mortality (F)', 'Transport Accident\u2026","rel":"","context":"In &quot;Health Status&quot;","block_context":{"text":"Health Status","link":"http:\/\/bangla.sitestree.com\/?cat=1898"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":19920,"url":"http:\/\/bangla.sitestree.com\/?p=19920","url_meta":{"origin":14916,"position":1},"title":"health_status_visualizations, Health System Performance, Canada and Others","author":"Sayed","date":"February 7, 2021","format":false,"excerpt":"Justetc Social Services (non-profit)Jan 31\u00a0\u00b7\u00a04\u00a0min read import pandas as pdimport matplotlib.pyplot as plt%matplotlib inlinefrom __future__ import print_functionfrom ipywidgets import interact, interactive, fixed, interact_manualimport ipywidgets as widgetshealth_status = pd.read_excel('..\/data\/health-status.xls')health_status.head() health_status.set_index(['Indicator'])#health_status.loc[health_status['Cancer Mortality (F)']]#health_status.index.unique()indicators = pd.Index(health_status['Indicator']).unique()years = health_status['Data year'].unique()indicators[0], years[0]('Cancer Mortality (F)', '2013')cancer_mortality_2013 = health_status.loc[ (health_status['Indicator'] == indicators[0]) & (health_status['Data year'] == years[0])\u2026","rel":"","context":"In &quot;Data Visualization&quot;","block_context":{"text":"Data Visualization","link":"http:\/\/bangla.sitestree.com\/?cat=1903"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":15101,"url":"http:\/\/bangla.sitestree.com\/?p=15101","url_meta":{"origin":14916,"position":2},"title":"Quality of Care: Health System Performance","author":"Sayed","date":"July 23, 2019","format":false,"excerpt":"Quality of Care: Health System Performance '30-Day In-Hospital Fatality: AMI', '30-Day In-Hospital Fatality: Ischemic\\xa0Stroke', 'Avoidable Admissions: Asthma', 'Avoidable Admissions: COPD', 'Avoidable Admissions: Diabetes', 'Breast Cancer Mortality', 'Breast Cancer Survival', 'Cervical Cancer Mortality', 'Cervical Cancer Survival', 'Colorectal Cancer Mortality', 'Colorectal Cancer Survival', 'Easy to Understand Doctor', 'Influenza Vaccination: 65+', 'Involvement in\u2026","rel":"","context":"In &quot;Health System Performance&quot;","block_context":{"text":"Health System Performance","link":"http:\/\/bangla.sitestree.com\/?cat=1894"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":15163,"url":"http:\/\/bangla.sitestree.com\/?p=15163","url_meta":{"origin":14916,"position":3},"title":"Health Status: Cancer Mortality (F) 2017. Compare countries including Canada and Canadian Provinces","author":"Sayed","date":"July 28, 2019","format":false,"excerpt":"Health Status: Cancer Mortality (F)2017. [Compare countries including Canada and Canadian Provinces] Dataset: from CIHI, Canada. The same information plotted with different charts. Data files are also attached. If you see any mistakes, or if you need more information, feel free to inform us ['Measurement units used: Age-standardized rate per\u2026","rel":"","context":"In &quot;Health Status&quot;","block_context":{"text":"Health Status","link":"http:\/\/bangla.sitestree.com\/?cat=1898"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/bangla.salearningschool.com\/wp-content\/uploads\/2019\/07\/heatmap_health-statusCancer_Mortality_F_12_11_PM_on_July_28_20192529-300x200.png?resize=350%2C200","width":350,"height":200},"classes":[]},{"id":15171,"url":"http:\/\/bangla.sitestree.com\/?p=15171","url_meta":{"origin":14916,"position":4},"title":"Health Status: Cancer Mortality (M) 2017. Compare countries including Canada and Canadian Provinces","author":"Sayed","date":"July 29, 2019","format":false,"excerpt":"Health Status: Cancer Mortality (M) 2017. [Compare countries including Canada and Canadian Provinces] Dataset: from CIHI, Canada. The same information plotted with different charts. Data files are also attached at the bottom. If you see any mistakes, or if you need more information, feel free to inform us ['Measurement units\u2026","rel":"","context":"In &quot;Health Status&quot;","block_context":{"text":"Health Status","link":"http:\/\/bangla.sitestree.com\/?cat=1898"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/bangla.salearningschool.com\/wp-content\/uploads\/2019\/07\/heatmap_health-statusCancer_Mortality_M_07_20_PM_on_July_29_201938290-300x200.png?resize=350%2C200","width":350,"height":200},"classes":[]},{"id":19914,"url":"http:\/\/bangla.sitestree.com\/?p=19914","url_meta":{"origin":14916,"position":5},"title":"IPywidgets, interactive","author":"Sayed","date":"February 7, 2021","format":false,"excerpt":"Justetc Social Services (non-profit)\u00b7Jan 31 from __future__ import print_functionfrom ipywidgets import interact, interactive, fixed, interact_manualimport ipywidgets as widgetsdef f(x): return xinteract(f, x=10);interactive(children=(IntSlider(value=10, description='x', max=30, min=-10), Output()), _dom_classes=('widget-\u2026interact(f, x=True);interactive(children=(Checkbox(value=True, description='x'), Output()), _dom_classes=('widget-interact',))interact(f, x='Hi there!');interactive(children=(Text(value='Hi there!', description='x'), Output()), _dom_classes=('widget-interact',))@interact(x=True, y=1.0)def g(x, y): return (x, y)interactive(children=(Checkbox(value=True, description='x'), FloatSlider(value=1.0, description='y', max=3.0, \u2026interact(f, x=['apples','oranges']);interactive(children=(Dropdown(description='x', options=('apples',\u2026","rel":"","context":"In &quot;Data Visualization&quot;","block_context":{"text":"Data Visualization","link":"http:\/\/bangla.sitestree.com\/?cat=1903"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]}],"_links":{"self":[{"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/posts\/14916","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=14916"}],"version-history":[{"count":2,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/posts\/14916\/revisions"}],"predecessor-version":[{"id":14920,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/posts\/14916\/revisions\/14920"}],"wp:attachment":[{"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=14916"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=14916"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=14916"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}