New York Airbnb EDA Project with Python | Data Analytics Python Resume Project | - Datasets #23/30
📂 Dataset & Code: Airbnb NYC 2024 - https://github.com/najirh/Python-Proj...
Time Stamp
Intro 00:00 - 01:30
Setup 02:00 - 06:30
Loading Datasets 07:00 - 08:00
Data Exploration 08:30 - 14:00
Data Cleaning 14:30 - 22:00
Univariate Analysis 22:30 - 24:30
Outliers 24:46 - 27:30
Pandas Group BY 33:00 - 34:00
Feature Engineering 34:16 - 36:45
Bivariate Analysis 37:00 - 43:00
Advanced Data Analysis Analysis 43:30 - 57:27
🚀 New York Airbnb EDA Project with Python | Pandas, Matplotlib, Seaborn
In this video, I walk you through an in-depth Exploratory Data Analysis (EDA) on the New York Airbnb 2024 dataset. Learn how to clean, explore, and visualize over 20,000+ raw records using Python libraries like Pandas, Numpy, Seaborn, and Matplotlib. Watch till the end to see how we generate key insights and handle real-world data challenges!
🔍 Topics Covered:
Data Cleaning and Handling Missing Values
Summary Statistics & Correlation Heatmap
Visualizations with Histograms, Pairplots, and Bar Charts
Neighbourhood & Price Analysis
Room Type Distribution & Availability Insights
Handling Outliers and Advanced Filtering
🎯 Get Latest SQL Guided Project (1M sales records)
🎯https://topmate.io/zero_analyst/1237072
🎯 Get Latest
End to End Advanced SQL Project (Amazon)+ 70 Business Problems
• Advanced SQL Data Analysis Resume Pro...
🐍 All Python Projects:
Python ETL - Data Cleaning Project
• Data Analytics Python Resume Project ...
🛢All SQL Projects
Project 1:
🎯 Retail Sales Analysis - • SQL Data Analysis Portfolio Project #...
Project 2:
🎯 Library Management System - • SQL Data Analysis Portfolio Project #...
Project 3: (Advanced SQL)
🎯 Zomato Food Company Data Analysis
• Advanced SQL Data Analysis Project | ...
Project 4:
🎯 Netflix Movies Data Analysis
• Advanced SQL Project | Netflix Data A...
Project 5:
🎯 Amazon Sales Analysis (Advanced SQL)
• Advanced SQL Data Analysis Resume Pro...
Project 6:
🎯 Spotify Data Analysis
• Advanced SQL Project | Spotify Data A...
Project 7: (Advanced SQL)
🎯 Apple Retail Sales Analysis - 1M Sales Records
• Data Analytics Resume Project | Apple...
Project 8: (Real Business Problems)
🎯 Monday Coffee Extensions Analysis
• Data Analyst SQL Project Beginners So...
Book 1:1 Mentorship - https://topmate.io/zero_analyst
SQL Live Workshop - https://zeroanalyst.com/course/
Excel Live Workshop - https://zeroanalyst.com/course/
Best Data Analytics Course:
Data Analyst Courses by Meta - https://imp.i384100.net/vNRe73
Data Analytics Foundation by Google - https://imp.i384100.net/4PQ610
Microsoft Business Analyst Course - https://imp.i384100.net/NkOArq
Microsoft Power Bi End to End Course - https://imp.i384100.net/KjnkD7
My Other YouTube Videos -
How to Install PostgreSQL in Windows/Mac - • Learn SQL for Data Analysis: Download...
SQL 30 Days Road Map - [Free Learning Resources]
• SQL For Beginners | Group By + Having...
How Import Data into PostgreSQL (PgAdmin 4) - • Effortless Data Import: Excel to Post...
Group By Video - • SQL For Beginners | Group By + Having...
1:1 Mentorship - https://topmate.io/zero_analyst
SQL Live Workshop - https://zeroanalyst.com/course/
Excel Live Workshop - https://zeroanalyst.com/course/
#DataScience #DataEngineering #PythonForDataScience #DataAutomation #PythonProjects #DataCleaning #PythonAutomation #DataEngineerLife #DataScientist #JupyterNotebook #BigData #MachineLearning #Analytics #AI #PythonCode #DataWrangling #ETL #DataPrep #PythonCoding #DataProcessing #CodingLife #DataPipeline #DataAnalytics #TechTutorial #CodingForBeginners #PythonForBeginners #DataEngineeringProject #TechSkills #DataAnalysis #AutomationTools #DatasetCleaning #PythonAutomationProjects #DataCleaningProject #CleanYourData #DataPreparation #TechGrowth #DataCleaningTutorial #PythonCodeAutomation #DataManagement #HowToCleanData #DataScienceWorkflow #PythonForDataCleaning #RealWorldDataCleaning #ETLAutomation #DataHandling #DataSkills #PythonDataProcessing #DataTransformations #ExcelToPython #CSVDataCleaning #DataEngineers #TechForBeginners #MasterDataScience #DataAutomationTools #DataPreProcessing