This repository contains a Tableau dashboard that provides insights into survey responses of admitted graduate students to the Krannert/Daniels School of Business who ended up declining their offer. The dashboard includes multiple views that analyze survey responses based on various attributes such as year, demographics, and geographic distribution. Below is a breakdown of each dashboard page.
📌 How to Use
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Download the Tableau dashboard (file ending with .twbx)
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Explore the pages by using filters to customize the displayed data.
📊 Summary Statistics
This page provides an overview of survey responses across different years and respondent demographics. It includes:
Yearly Survey Responses: A line chart showing the trend in responses over the years.
Gender of Respondents: A pie chart breaking down gender demographics.
Domestic or International Status: A pie chart illustrating the percentage of domestic vs. international respondents.
Graduate School Research Timeframe: A bar chart depicting how long respondents spent researching graduate programs.
Term Applied To: A bar chart displaying the terms respondents applied for.
Race of Respondents: A bar chart visualizing racial demographics.
🌍 Responses by Continent/Country/State
This page visualizes the geographic distribution of survey responses on a world map.
Countries are shaded based on the number of responses received.
The darkest shades represent countries with the highest response counts.
☁️ WordCloud: Additional Comments
This page displays qualitative insights from open ended survey questions.
Word Cloud: Highlights frequently mentioned words in additional comments, such as "program," "scholarship," and "university."
Comment List: Shows verbatim responses from survey participants that include specific words picked from the wordcloud.
😊 Sentiment Analysis
This page displays the sentiment expressed in open ended survey questions.
Sentiment Scoring: Pre-trained ML model analyzing the overall positive/negative sentiment found in the response.
Positive & Negative Word Count: Model trained on positive/negative word corpus, determines the number of positive/negative words in a response.
📊 Final Decisions
This section provides a detailed breakdown of the final choices made by survey respondents regarding their educational and career paths after applying to programs.
University Chosen: This visualization displays the universities selected by respondents after rejecting Purdue.
Modality Chosen: The modalities chosen by the respondents.
Future plans: Highlights the decisions of the applicants after recieivng their response from Purdue.
Different School Chosen: Shows the number of people who decided on attending another school.
🐍 Program Sankey
This page visualizes the flow of participants from the programs they initially applied to at Purdue to the programs they ultimately attended.
Combination Analysis
This section provides a combination analysis on both the mix of programs applied to and the deciding factors that applicants picked.
Explanation of the graphs on the dashboard!