Data Analysis On Titanic Dataset
In this project, I explored the classic Titanic dataset to understand passenger survival patterns using data visualization and built a machine learning model to predict survival chances. This project demonstrates key data analysis skills, including data cleaning, visualization, feature engineering, and predictive modeling. Dataset & Tools Dataset: Titanic Dataset (Kaggle) Tools: Python, Pandas, Matplotlib, Seaborn, Scikit-learn Skills Demonstrated: Data Cleaning & Exploration, Visualization & Insight Discovery, Predictive Modeling (Logistic Regression) A Small Example for Graphs and Importing Pandas import pandas as pd # Time Series ; Time Stamped data; # ex. weather data (temp), stock prices; gold price, -> line plot We start by importing and cleaning the dataset: titanic_df.head() A Simple plot to look at the data of peop...