Data Analytics Assignment -
This assignment makes use of the World Values Survey.
Description: You can look for the data on sector (public/private), salary satisfaction, professional development satisfaction, quality of infrastructure, state of health. You are supposed to develop the conceptual model based on the available variables in World Values Survey. For example, to what extent quality of infrastructure influences the state of health. The data about quality of infrastructure and state of health is available on World Values Survey.
Task: Utilise various analytics tools and techniques to provide insights about the data.
Guidance Notes:
The purpose of this assignment is to equip you with the ability to selectively analyse different sets of data for insight, and to report the findings in effective manner. This assignment consists of five tasks, but the report should flow as a single whole document.
(1) Provide an overview of the research topic
(2) Develop the conceptual model and generate hypotheses (at least 3 variables should be included and two hypotheses). You can refer to relevant theory within this subtask.
(3) Collect the data using World Values Survey - United Kingdom
(4) Analyse the data using appropriate data analysis tools
a) What is the overall picture of the data?
b) What can you say about the outliers?
c) Where are most of the values?
d) What are the lowest and highest values?
e) What is the relationship between the variables (as exhibited in your conceptual model)?
(5) Describe the findings consistent with the conceptual model.
Note - Assignment should be in R tool for data analysis. There is a data given based on which should be done analysis and made 2 hypothesis (Copy of data; WVS Questionnaire). You can see details and requirements in the first file (Assignment and Assignment structure).
Attachment:- Assignment Files.rar