New York Airbnb EDA Project with Python | Data Analytics Python Resume Project | - Datasets #23/30

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

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[zero_analyst]

🎯 Get Latest SQL Guided Project (1M sales records)

🎯 Get Latest
End to End Advanced SQL Project (Amazon)+ 70 Business Problems

🐍 All Python Projects:
Python ETL - Data Cleaning Project

[pavankumarreddyrolapati]

Thanks for your consistency in uploading Python 30 Day series. Please upload remaining videos. Thanks again for all your efforts.

[vedchaudhary]

Great work, i was revising data analysis great project

[Libwebs]

Simple! One of best lecturers on this platform. I watch your lectures a lot!

[kripeshrajan]

I'm a new subscriber and I'm already learning so much. Thank you for creating such valuable content!

[nindogaming]

Hey great video, just left a like! Have you considered making a sql + Tableau video?

[sabeg]

Master, can you show us how algorithms and ml can be integrated into such projects?

[MaxwellWisdom-ym]

My Jupyter notebook is unable to display chart

[DampteyEdward-dypc]

Please, I have loaded my dataset, but it is not showing. I used Visual Studio code

[alhussena]

Hi great video what exams or certifacte should io try to do for data analysis job

[sanketsorte]

column "bed " is missing in Feature Engineering
Kindly help us to resolve this issue

[WisdominStories]

Do you have a project of SQL + power BI

[zero_analyst]

Start Data Career in 2025 (Best Course)

[AbhishekKumar-ufsl]

Sir thanks for giving us this useful knowledge, can you please share your social media id or contact to get personal mentor i will be thankful to you or can you plz make a video steps towords apply job and to get interviewers calls