Statistical Analysis using Excel Lab — Free Notes & Tutorial
Free SAE Lab practicals for BCA — software engineering lab programs and project exercises at SikshaSarovar. Free SAE Lab course on SikshaSarovar.
This Statistical Analysis using Excel Lab course is part of Siksha Sarovar and is 100% free for students in India — no sign-up required to read. It contains 14 structured lessons with examples, and pairs with our free online compiler and AI tutor.
What you will learn
- Software engineering lab
- Project exercises
- UML
Course content (14 lessons)
- Practical 1: Employee Dataset – Formulas, Logical Functions & Charts — Program Statement Create a worksheet named "Employee Analysis" with 10 employee records and perform the following tasks using Excel formulas and features. --- Task 1: Create the…
- Practical 2: Excel Basics & Student Academic Record Formatting — Theoretical Questions a) Basic Components of an Excel Window Component Description ----------------- ------------- Title Bar Displays the workbook name and application name Ribbon…
- Practical 3: Cell Referencing, IF Function & Grade Calculation — Theoretical Questions a) Cell Address in MS-Excel A cell address (or cell reference) identifies a specific cell in the worksheet using its column letter + row number . Example: B5…
- Practical 4: Employee Table – Nested IF, Logical Functions & Formatting — Program Statement Create an Employee Table with the fields: EmpID, EName, Experience, Performance Rating (out of 5). Enter data for 15 employees and add computed columns using…
- Practical 5: Pivot Tables – Nationality, Department & Client Analysis — Theoretical Questions a) What is a Pivot Table? A Pivot Table is an interactive Excel tool that summarizes, analyzes, and explores large datasets by allowing users to rearrange…
- Practical 6: Charts & Data Visualization — Program Statement Create various Excel charts to visualize and interpret different datasets. --- Dataset 1: Student Subject Marks Student Maths Science English Hindi -----------…
- Practical 7: VLOOKUP & HLOOKUP Functions — Theoretical: VLOOKUP & HLOOKUP Syntax VLOOKUP (Vertical Lookup) Searches for a value in the first column of a table and returns a value from the specified column. - lookup value :…
- Practical 8: Goal Seek in MS-Excel — Theoretical: What is Goal Seek? Goal Seek is a What-If Analysis tool in Excel that works backwards — you specify the desired result of a formula and Excel finds the input value…
- Practical 9: Statistical Functions in MS-Excel – 30 Operations — Theoretical Questions Q1: Importance of IT Tools in Data Processing IT tools (like MS-Excel, Python, R) automate repetitive calculations, reduce human errors, process large…
- Practical 10: Correlation, Regression & Scatter Plot Analysis — Program Statement Perform correlation and regression analysis on multiple datasets using Excel statistical functions. --- Dataset 1: City Population vs Annual Income City…
- Practical 11: Scenario Manager in MS-Excel — Theoretical: Importance of Scenario Manager Scenario Manager (Data → What-If Analysis → Scenario Manager) allows users to save multiple sets of input values (scenarios) and switch…
- Practical 12: Data Table in MS-Excel — Theoretical Questions a) What is a Data Table in MS Excel? A Data Table is a What-If Analysis tool that calculates multiple results for one or two variable inputs simultaneously,…
- Practical 13: Measures of Central Tendency & Frequency Distribution — Program Statement Calculate Mean, Median, Mode and create a Frequency Distribution table with Relative Frequency. --- Dataset: Marks of 25 Students S.No Marks S.No Marks S.No…
- Practical 14: Data Analysis ToolPak – Descriptive Statistics & Correlation — Program Statement Install and use the Data Analysis ToolPak add-in for automated descriptive statistics and correlation analysis in Excel. --- Step 1: Install Data Analysis…
Practical 1: Employee Dataset – Formulas, Logical Functions & Charts
Program Statement
Create a worksheet named "Employee_Analysis" with 10 employee records and perform the following tasks using Excel formulas and features.
---
Task 1: Create the Dataset
Create a table with the columns below and enter 10 records:
| EmpID | Employee Name | Department | Basic Salary (₹) | Experience (Years) | Performance Score |
|---|---|---|---|---|---|
| E001 | Aman Sharma | HR | 35000 | 6 | 4.7 |
| E002 | Priya Singh | IT | 42000 | 3 | 3.8 |
| E003 | Rohit Verma | Finance | 50000 | 8 | 4.2 |
| E004 | Neha Gupta | Marketing | 28000 | 1 | 2.9 |
| E005 | Vikas Yadav | IT | 60000 | 10 | 4.9 |
| E006 | Riya Jain | HR | 32000 | 2 | 3.5 |
| E007 | Karan Mehta | Finance | 45000 | 5 | 4.0 |
| E008 | Anjali Tiwari | Marketing | 27000 | 1 | 2.3 |
| E009 | Sanjay Patel | IT | 55000 | 7 | 4.6 |
| E010 | Pooja Rawat | HR | 38000 | 4 | 3.2 |
---
Task 2: Mathematical Calculations
Add computed columns:
- Annual Salary →
=C2*12(Basic Salary × 12) - Experience Bonus (%) → Nested IF:
- Experience ≥ 5 years → 10%
- Experience 2–4 years → 5%
- Experience < 2 years → 2%
- Bonus Amount →
=Annual Salary * Bonus %
---
Task 3: Logical Functions (IF & Nested IF)
- Performance Category (Nested IF):
- Score > 4.5 → Excellent
- Score 3.5–4.4 → Very Good
- Score 2.5–3.4 → Good
- Below 2.5 → Needs Improvement
- Bonus Eligibility:
- Eligible if Performance Score ≥ 3.5 AND Experience ≥ 3 years
- Else → Not Eligible
---
Task 4: Logical + Math Combination
- Final Bonus Amount → If Eligible → Bonus Amount, else → 0
- Revised Annual Salary → Annual Salary + Final Bonus Amount
---
Task 5: Advanced Logical Functions
- Salary Grade (IFS / Nested IF):
- Revised Salary ≥ ₹6,00,000 → Grade A
- ₹4,00,000–₹5,99,999 → Grade B
- Below ₹4,00,000 → Grade C
- Promotion Recommendation:
- Promote if Grade = A OR Performance Category = Excellent
- Else → Review Required
---
Task 6: Summary Calcul
Continue reading: Practical 1: Employee Dataset – Formulas, Logical Functions & Charts →
Frequently asked questions
Is the Statistical Analysis using Excel Lab course really free?
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Do I get a certificate for Statistical Analysis using Excel Lab?
Yes — finish the lessons and pass the quiz to earn a free, verifiable certificate you can share on LinkedIn or with recruiters.
Can I run code while learning?
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