https://github.com/jiahuaxue/data-analysis
Data analysis portfolio showcasing E-commerce, IMDB, and Airbnb projects with Python and SQL.
https://github.com/jiahuaxue/data-analysis
bigquery data-analysis-project jupyter-notebook portfolio python sql
Last synced: 29 days ago
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Data analysis portfolio showcasing E-commerce, IMDB, and Airbnb projects with Python and SQL.
- Host: GitHub
- URL: https://github.com/jiahuaxue/data-analysis
- Owner: JiahuaXue
- Created: 2025-03-16T02:41:33.000Z (2 months ago)
- Default Branch: main
- Last Pushed: 2025-04-22T08:14:04.000Z (about 1 month ago)
- Last Synced: 2025-04-22T09:24:58.016Z (about 1 month ago)
- Topics: bigquery, data-analysis-project, jupyter-notebook, portfolio, python, sql
- Language: Jupyter Notebook
- Homepage:
- Size: 5 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# Data Analysis Projects
This repository contains exploratory and modeling work on various real-world datasets.
## 📦 E-commerce Customer Behavior
- **Purpose**: Analyze customer purchase behavior and predict next campaign response.
- **Tech stack**: Pandas, Seaborn, Scikit-learn, Random forest.
- **Notebooks**:
- `E-commerce Customer Response Analysis.ipynb`: Exploratory data analysis & Predictive machine learning modeling for customer response.
- `E-commerce Marketing Analytics.ipynb`: Exploratory data analysis & Statistical Marketing Analysis & Data Visualzation.
## 🎬 IMDB Data Analysis (BigQuery + dbt)
- **Purpose**: Analyze IMDB public dataset using SQL; extract movies, genres and staff patterns.
- **Tech stack**: BigQuery, SQL, dbt.
## 🏠 Airbnb Open Data Analysis
- **Purpose**: Examine price and room type patterns in Airbnb listings in New York City.
- **Tech stack**: Pandas, Seaborn, Linear Regression.