Project – 14 (with Dashboard) | Salary Data Analysis | Python Coding for Data Science
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In this video, we work on a real-world data analytics project using Python, where we analyze a Salary Dataset with 22,000+ records. This project is perfect for beginners to intermediate learners who want to build strong hands-on skills in Data Analysis, Python, and Data Science.
You will learn the complete data analysis workflow, just like in real industry projects:
✅ Data Understanding & Exploration (EDA)
✅ Data Cleaning & Handling Duplicates
✅ Outlier Detection using IQR Method
✅ Data Visualization using Matplotlib & Seaborn
✅ Business Questions & Insights
✅ Correlation Analysis
✅ Advanced Charts (Scatter, Line, Histogram, Dashboard)
✅ Final Mini Dashboard
✅ Portfolio-Ready Project
This is part of my Real Project Series, designed to help you:
Build strong Data Analyst / Data Science portfolios
Prepare for interviews
Learn practical Python coding
Understand how real-world datasets are analyzed
📂 Dataset Topics Covered : Salary Distribution, Job Roles vs Salary, Location-based Salary Analysis, Company Rating vs Salary, Employment Type Comparison, Outliers in Real Data, Correlation Between Variables, Trend Analysis using Line Charts
👨💻 Who is this video for? : Python Beginners, Data Analysis Students, Data Science Learners, Aspiring Data Analysts, Anyone building a project-based portfolio, Students preparing for placements & interviews.
🛠 Tools & Libraries Used : Python, Pandas, NumPy, Matplotlib, Seaborn, Jupyter Notebook
📌 Watch till the end to see the final dashboard and insights!
If you find this project helpful:
👍 Like the video
📌 Subscribe for more Real Python Projects
💬 Comment "Project" if you want the dataset and notebook
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You must check our other Data Analytics Projects :
Project 15 - Quick Commerce Data Analytics - • Project – 15 (with Dashboard) | Q-Commerce...
Project 13 - HR Data Analytics - • Real Project – 13 | HR Data Analysis | Pyt...
Project 12 - AI Market Financial Data Analysis - • Real Project – 12 | AI' Financial Market D...
Project 11 - Airlines' Flights Data Analysis - • Analyse Airlines' Flights Dataset like a P...
Project 10 - Spotify-YouTube Data Analysis - • Project - 10 | Data Analysis with Python |...
Project 9 - • Analyse Sales Data like a Pro with Python ...
Project 8 - • Project - 8 | Data Analysis with Python | ...
Project 7 - • Project - 7 | Data Analysis with Python | ...
Project 6 - • Project - 6 | Data Analysis with Python | ...
Project 5 - • Project - 5 | Data Analysis with Python | ...
Project 4 - • Project - 4 | Data Analysis with Python | ...
Project 3 - • Project - 3 | Data Analysis with Python | ...
Project 2 - • Project - 2 | Data Analysis with Python | ...
Project 1 - • Project - 1 | Data Analysis with Python | ...
ut10pm
#python #dataanalytics #datascience #project
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