Justetc Social Services (non-profit)Jan 31 · 4 min 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]) ]cancer_mortality = health_status.loc[ (health_status[‘Indicator’] == …
Category: ব্লগ । Blog
ব্লগ । Blog
Feb 07
access_to_care, primary-prescribing, Health System Performance, Canada and Others
Justetc Social Services (non-profit)Jan 31 · 5 min read import pandas as pdimport matplotlib.pyplot as plt%matplotlib inlinefrom __future__ import print_functionfrom ipywidgets import interact, interactive, fixed, interact_manualimport ipywidgets as widgetsaccess_to_care = pd.read_excel(‘../data/access-to-care.xls’)access_to_care.head() # find all indicatorsaccess_to_care.set_index([‘Indicator’])indicators = pd.Index(access_to_care[‘Indicator’]).unique()# find all yearsyears = access_to_care[‘Data year’].dropna().unique()indicators[0], years(‘Inability to Pay for Medical Bills’, array([‘2016’, 2016, ‘Not applicable’, ‘2015’, ‘2013’], dtype=object))# sort yearsyears …
Feb 07
How to use ipywidgets, interactive as used in the project
Justetc Social Services (non-profit)Jan 31 · 1 min read 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-…interact(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, …interact(f, x=[‘apples’,’oranges’]);interactive(children=(Dropdown(description=’x’, options=(‘apples’, ‘oranges’), value=’apples’), Output()), _do…from …
Feb 07
IPywidgets, interactive
Justetc Social Services (non-profit)·Jan 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-…interact(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, …interact(f, x=[‘apples’,’oranges’]);interactive(children=(Dropdown(description=’x’, options=(‘apples’, ‘oranges’), value=’apples’), Output()), _do…from IPython.display …
Feb 07
This file will contain visualization code for 6 health performance aspects
Justetc Social Services (non-profit)Jan 31 · 29 min read Indicator visualizations will be in a separate ipynb file (visualize-indicators-final.ipynb) Visualizations can be created using the UI interface i.e. Select options and execute the code block after to get the visualizations. I have placed a separate section at the end of this file where research questions and plots as …
Feb 07
About the Project : Benchmarking Canada’s Health Care Systems: International Comparisons, 2017
Justetc Social Services (non-profit)Jan 31 · 1 min read Project : Benchmarking Canada’s Health Care Systems: International Comparisons, 2017 By Sayed Ahmed Objective: Visualize the performance of Canadian Healthcare System Performance against other countries Short Description : Analyze, compare, and visualize the performance of Canadian healthcare system against other countries using public dataset. The dataset provides benchmark comparison data …
Feb 02
On Surveillance
https://www.aljazeera.com/news/2020/12/21/al-jazeera-journalists-hacked-by-spyware-sold-by-israeli-firm https://www.aljazeera.com/program/fault-lines/2019/5/14/targeted-by-a-text https://www.aljazeera.com/news/2020/12/8/nigerias-defence-agency-acquires-spy-equipment-says-report https://www.aljazeera.com/program/al-jazeera-world/2021/1/6/the-spy-in-your-phone https://www.aljazeera.com/news/2019/3/20/widow-of-slain-mexican-journalist-targeted-by-spyware https://www.aljazeera.com/news/2018/11/25/saudi-arabia-sought-to-buy-israeli-hacking-technology-report https://www.aljazeera.com/economy/2020/1/16/israeli-surveillance-software-lawsuit-goes-behind-closed-doors https://www.aljazeera.com/economy/2020/7/13/israeli-court-lets-nso-keep-selling-spyware-to-repressive-govts https://www.aljazeera.com/news/2020/7/14/spains-catalan-leader-demands-probe-into-phone-tapping-reports https://www.aljazeera.com/news/2018/8/1/amnesty-international-staff-targeted-by-israeli-made-spyware https://www.aljazeera.com/news/2019/11/1/indian-activists-lawyers-accuse-government-of-spying-on-them https://www.aljazeera.com/opinions/2020/7/31/the-illegal-surveillance-of-catalans-should-worry-all-europeans https://www.aljazeera.com/news/2018/9/1/uae-used-israeli-spyware-to-target-qatari-emir-saudi-prince https://www.aljazeera.com/news/2019/10/31/india-seeks-answers-from-whatsapp-after-cyberespionage https://www.aljazeera.com/economy/2020/1/23/the-mogul-and-the-saudi-prince-taking-stock-of-bezos-phone-hack https://www.aljazeera.com/news/2007/4/2/poison-theory-to-woolmer-murder https://reboot-foundation.org/pencil-and-paper-in-math/
Feb 02
Reinforcement Learning Examples/DQN Examples
What I was looking for is: A DQN (Deep Q Learning Neural Network) or a Reinforcement Learning example that can learn from existing simulation data, and then can use that learning to interactively optimize an objective. The challenge will be: Whether my data can be learned from (whether the format/structure of the data is usable …
Feb 02
Canadian Job Sites
We have published new blog in our website. কানাডার জব সাইটস। https://www.gojobs.gov.on.ca/Jobs.aspx https://www.centennialcollege.ca/abo…/careers-at-centennial/ https://career.sickkids.ca https://georgebrown.csod.com/ats/careersite/search.aspx… http://www.recruitingsite.com/csbsit…/stmichaels/careers.asp https://sunnybrook.ca/content/?page=employment-opportunities https://corp.canadiantire.ca/…/caree…/corporate/default.aspx https://corp.canadiantire.ca/En…/careers/retail/default.aspx https://jobs.torontohydro.com http://www.tegh.on.ca/bins/content_page.asp?cid=4 http://www.utsc.utoronto.ca/~h…/employmentopportunities.html http://www.utsc.utoronto.ca/careers.html https://utoronto.taleo.net/careersecti…/10000/jobsearch.ftl… https://www.greyhound.ca/en/careers/ http://www.markham.ca/…/EmploymentV…/EmploymentOpportunities https://www.toronto.ca/home/jobs/ http://www.ttc.ca/Jobs/index.jsp https://hoopp.com/about-hoopp/hoopp-careers https://careers.hoopp.com/ho9212_css/default.aspx… https://www.oma.org/sections/about/corporate/careers/ https://www.ona.org/ona-jobs/ https://www.otpp.com/careers/career-opportunities https://www.canada.ca/…/…/jobs/opportunities/government.html https://www.gojobs.gov.on.ca/Search.aspx
Jan 31
Implementation with Python: Compare Canadian Health System Performance with Others
Health System Performance https://medium.com/health-system-performance
