
Statistical Analysis of one dataset in R
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Description
Experience Level: Entry
Greetings,
I am looking for a Data Analyst with proficiency in R for a project with the following research question:
"How does the use of AI-supported tools such as ChatGPT and Copilot influence the job satisfaction of employees in companies?"
The task is to analyze a dataset (from executed interviews) and provide compact answers to a list of questions regarding descriptive statistics.
This includes the phrasing of 2 null hypothesis and one alternative hypothesis + evaluation regarding the research question above.
The dataset consists of one .xlsx-file with 200 - 250 rows and 15 columns.
The visualization is preferred in ggplot2, but essentially at your own discretion.
The deliverable is the R code as well as a Word document with the comments and answers.
You'll find the details in the attachments, as well as a sample screenshot.
Thank you for your interest in this project and best regards
I am looking for a Data Analyst with proficiency in R for a project with the following research question:
"How does the use of AI-supported tools such as ChatGPT and Copilot influence the job satisfaction of employees in companies?"
The task is to analyze a dataset (from executed interviews) and provide compact answers to a list of questions regarding descriptive statistics.
This includes the phrasing of 2 null hypothesis and one alternative hypothesis + evaluation regarding the research question above.
The dataset consists of one .xlsx-file with 200 - 250 rows and 15 columns.
The visualization is preferred in ggplot2, but essentially at your own discretion.
The deliverable is the R code as well as a Word document with the comments and answers.
You'll find the details in the attachments, as well as a sample screenshot.
Thank you for your interest in this project and best regards
Lukas P.
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Could you please confirm if the dataset includes categorical variables such as job satisfaction levels (e.g., scales or ratings) and usage frequency of AI tools, as these will guide the analysis approach?
Lukas P.25 Nov 2024Yes of course:
There are answers to statements like "I can realize my ideas here" or "I have the feeling that I am needed in my company", which are given in a scale (mostly from 1-5).
The usage of AI-tools like ChatGPT and Copilot is also indicated in the data.Mahmood U.25 Nov 2024can you come to inbox for further discussion?
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