What is the Hypothetical Data Analysis Website About?

The “Hypothetical Data Analysis Projects” Website serves as a platform for hosting various data analysis project work ranging from Research Hypothesis decision making to Prediction Model results interpretations using various approaches. The posts are intended to be an exciting way of learning insightful information about data analysis using output demonstrations of various data science techniques.

The Journey Begins

Thanks for joining us on WordPress! The “Hypothetical Data Analysis Projects” Website is an extension of my 2019 University of Maryland University College (UMUC) M.S. Data Analytics Capstone course’s Data Science Analytical Predictive Analysis Project. The Data Science posts can be accessed via the following Navigation Links.  Please use the Contact Menu Link if you… Continue reading The Journey Begins

What is the Research Hypothesis?

The title of the Website might be confusing if you are not familiar with statistical data analysis terms which it is ideal for a Predictive Analysis Project to start with a H1 Research Hypothesis according to Shuttleworth (2008): The H1 research hypothesis is the theory that is generated by the number of means that supports… Continue reading What is the Research Hypothesis?

Key Performance Indicators

The project’s Key Performance Indicators or KPIs include the data analysis expectation of >=95% for the Classification Prediction Model.  According to Work Group for Community Health and Development (2018), collecting and analyzing data (e.g., Qualitative and/or Quantitative) will reveal “relationships, patterns, trends” (para. 6) between the variables and help to determine if the various independent… Continue reading Key Performance Indicators

Distribution Statistics Terms

Mean, Variance, and Deviation There are several statistics measures that help to determine the distribution of data variables in a data set: The Online Statistics Education (2019) states the following about the Mean, Variance, and Deviation statistics measures: The Mean measure is the Average of the sample population (Sum / Count) and is the Middle… Continue reading Distribution Statistics Terms

Project 1 Introduction: Social Security and Medicare Trust Funds Deficit Concern

Executive Summary The Data Analytics Research and Prediction Project Demonstration course is suitable for readers that have various levels of knowledge about Data Science, Business, Economics, Statistics, and U.S. Government’s Budget interests.  The Social Security and Medicare Trust Funds Deficit Concern Project includes information, visualizations, and interpretations that provides more clarity about the effects that… Continue reading Project 1 Introduction: Social Security and Medicare Trust Funds Deficit Concern