BIDA Practical 7 | Perform Data Analysis on CSV File Using Pandas & Python

Published: 13 December 2025
on channel: Abhay More

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🎓 BIDA Practical 7 | Read Data from CSV, Perform Simple Data Analysis & Generate Insights Using Python (Pandas) | TYBSc IT Sem 6 | Mumbai University Syllabus

In this video, you’ll learn how to read data from a CSV file, perform simple data analysis, and generate basic insights using the Pandas library in Python, as per the Mumbai University TYBSc IT Semester VI syllabus.
This practical focuses on data handling, exploration, and analysis — helping you understand how real-world datasets are processed and summarized in Business Intelligence & Data Analytics (BIDA) using Python.

📘 Practical Details
Course: BSc IT
Semester: VI
Subject: Business Intelligence & Data Analytics (BIDA)
Practical No.: 7
Title: Write a Python Program to Read Data from a CSV File, Perform Simple Data Analysis, and Generate Basic Insights (Use Pandas as a Python Library)

⏱️ Timestamps
0:00 ▶️ Intro
0:35 ▶️Question Explanation
2:54 ▶️Basic Concepts
4:11 ▶️Python Libraries Used
4:31 ▶️Install Libraries
5:40 ▶️Program Start
5:50 ▶️Import all the Libraries
6:27 ▶️ Start the code
33:27 ▶️Output of Program
35:03 ▶️Histogram chart
35:19 ▶️Scatter plot
35:35 ▶️Bar chart
36:33 ▶️What you Learned in this?

🧠 What You’ll Learn in This Video
✅ Reading data from a CSV file using Pandas
✅ Exploring data using head(), info(), and describe()
✅ Cleaning and preparing datasets for analysis
✅ Performing basic statistical operations (mean, median, mode)
✅ Filtering, grouping, and sorting data
✅ Generating insights using data visualization tools

🧩 Tools & Technologies Used
Python (IDLE)
Library: Pandas, NumPy, Matplotlib
Dataset: CSV File (Data Warehouse Data)

🪜 Step-by-Step Practical Video
All doubts related to CSV handling, data analysis using Pandas, and basic data insight generation are clearly explained in this session!

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