This project analyzes the employability and career readiness of 5,000 students using advanced Tableau visualizations.
The dashboard helps identify how factors such as:
- Technical Skills
- Communication Skills
- Internships
- Academic Performance (CGPA)
- Projects
- Degree Programs
- Branches
influence student employability outcomes.
The goal is to transform raw educational data into meaningful insights for academic institutions, placement departments, recruiters, and students.
Educational institutions often struggle to identify:
- Which students are placement-ready
- Which skills impact employability the most
- Whether internships improve career outcomes
- Which academic branches perform best
- How employability scores are distributed
This dashboard provides a centralized analytical view for decision-making.
| KPI | Value |
|---|---|
| Total Students | 5,000 |
| Average CGPA | 7.005 |
| Average Coding Skills | 5.721 |
| Average Communication Skills | 5.484 |
| Average Employability Score | 121.9 |
Analyzes average employability score across academic branches.
- CSE students show the highest employability score.
- Civil students show comparatively lower employability.
Visual relationship between:
- Coding Skills
- Communication Skills
- Employability Score
Students with stronger technical and communication skills generally achieve higher employability scores.
Measures how internships affect employability.
Students completing more internships tend to have significantly higher employability scores.
Measures project experience against employability.
Practical project work positively influences employability outcomes.
Compares performance across:
- B.Tech
- BCA
- MCA
- B.Sc
and multiple branches.
Certain degree-branch combinations consistently outperform others.
Histogram showing overall score distribution.
Most students fall within the medium-to-high employability range.
Visual breakdown of:
- Placement Ready
- Needs Improvement
- High Risk
student categories.
Quick visual comparison of branch-level performance.
| Tool | Purpose |
|---|---|
| Tableau | Dashboard Development |
| Excel / CSV | Data Source |
| Data Analytics | Insights Generation |
| Data Visualization | Storytelling |
Dataset Size:
5,000 Student Records
13 Attributes
Main Features:
- Student ID
- Age
- Gender
- Degree
- Branch
- CGPA
- Coding Skills
- Communication Skills
- Internships
- Projects
- Employability Score
- Career Status
✔ Internship experience strongly impacts employability.
✔ Technical and communication skills together create better career outcomes.
✔ Branch-wise employability differences are clearly visible.
✔ Higher project involvement correlates with stronger employability.
✔ Skill gaps can be identified quickly for intervention programs.
Dev Darji
B.Tech Information Technology Student
Passionate about:
- Data Analytics
- Data Science
- Business Intelligence
- Tableau
- Python
- Machine Learning
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