How do different countries compare for health status indicators over years. Dataset from CIHI, Canada
Category: ব্লগ । Blog
ব্লগ । Blog
Jul 17
How does transport mortality (Female) compare acrosss countries for 2017¶
How does transport mortality (Female) compare across countries for 2017¶ Dataset from CIHI, Canada
Jul 17
same-or-next-day-appointments-over-canadian-regions: Health care system performance
Dataset from CIHI, Canada. Will add details information/explain the chart later.
Jul 17
Heatmap: Access to Care Indicators: Compare Countries (including Canada) across the world
Heatmap: Access to Care Indicators: Compare Countries (including Canada) across the world
Jul 17
How does Canada compare with other countries for Waiting time for Specialists?
How does Canada compare with some other countries for Waiting time for Specialists? Apparently, from the data and the visualization: Canada does not perform great. Values are in days (you can simply consider them as relative scales as well). The plot took averages/mean of the available data for couple of years. 41% reported waiting two …
Jul 15
How different Canadian Regions/Provinces compare for Health Status Indicators?
As my code found using a dataset (on Health System Performance) from CIHI, Canada. Available Data Averaged for 2013 to 2017 Health Status Indicators: [‘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 …
Jul 13
Transport Accident Mortality (Male) over a year : 2017
Compare Transport Accident Mortality (Male) for 2017 across countries (based on the data available). The same information plotted in different ways. The values either indicate per 100k or just indicate a relative scale Colors in the Bubble chart (also in the pie chart) were used to indicate different countries Colors in bar charts do not …
Jul 11
Transport Accident Mortality Across Countries and Canadian Provinces
Transport Accident Mortality Across Countries and Canadian Provinces: A Visualization experiment: Does it look right? Dataset: from cihi.ca, the dataset usually uses counts per 100,000 population. The values might mean out of 100,000 (need verifications on my part) or values can just be taken as relative.
Jul 09
AI/ML/Data Science: Cross Validation: KFold Cross validation: Concepts, Examples, Projects
Train/Test Split and Cross Validation in Python https://towardsdatascience.com/train-test-split-and-cross-validation-in-python-80b61beca4b6 sklearn.ensemble.RandomForestRegressor¶ https://scikit-learn.org/stable/modules/generated/sklearn.ensemble.RandomForestRegressor.html "A random forest regressor. A random forest is a meta estimator that fits a number of classifying decision trees on various sub-samples of the dataset and uses averaging to improve the predictive accuracy and control over-fitting. The sub-sample size is always the same as the …
Jul 07
Prediction: Bayesian: Regression: Concepts/Example Projects
Insurance HealthCare Costs: https://github.com/techshot25/HealthCare Linear and Bayesian modeling in R: Predicting movie popularity https://towardsdatascience.com/linear-and-bayesian-modelling-in-r-predicting-movie-popularity-6c8ef0a44184 Bayesian-Stock-Price-Prediction https://github.com/lschlessinger1/Bayesian-Stock-Price-Prediction Bayesian Prediction: Well (Oil) Production https://github.com/jpgrana/bayesian-approach-predicting-well-production Binary Classification on Stock Market (S&P 500) using Naive Bayes and Logistic Regression https://github.com/NeilPrabhu/Stock-Prediction Naive Bayes Weather Prediction https://github.com/husnainfareed/simple-naive-bayes-weather-prediction/blob/master/bayes.py Regression Predict Fuel Efficiency: https://www.tensorflow.org/tutorials/keras/basic_regression Regression-Example-Predicting-House-Prices https://github.com/andersy005/deep-learning/blob/master/keras/04-A-Regression-Example-Predicting-House-Prices.ipynb Stock Price Prediction using Regression https://github.com/chaitjo/regression-stock-prediction Concept: …
