| MSSV | Full Name | Account |
|---|---|---|
| 21127050 | Tran Nguyen Huan | knightstark7 |
| 21127240 | Nguyen Phat Dat | ImPhatDat |
This repository contains lab assignments and a project for the Data Visualization course at HCMUS focusing on data analysis and visualization using Python libraries.
In this lab, we analyze the Titanic dataset, exploring various factors affecting survival rates among passengers. The analysis includes demographic insights, ticket class comparisons, and correlations between survival and other variables. Titanic Dataset link
In the second lab, we delve into the Netflix movie rating dataset, examining trends in user ratings, movies title preferences, and the distribution of ratings across different movies. Netflix Movie Rating Dataset link
The third lab involves analyzing the Iris Species dataset, focusing on species classification based on petal and sepal measurements. We explore data visualization techniques to understand the distribution of features and the relationships between different species. Iris Species Dataset
For the project, we conduct a comprehensive analysis of hotel booking demand using a dataset containing booking information for hotels. The analysis includes exploring booking trends, identifying peak booking periods, and predicting booking cancellations. Dataset link
- NumPy
- Pandas
- Matplotlib
- Seaborn
- Plotly
- WordCloud