Perform data cleaning and exploratory data analysis (EDA) on a dataset of your choice, such as the Titanic dataset from Kaggle. Explore the relationships between variables and identify patterns and…

Create a bar chart or histogram to visualize the distribution of a categorical or continuous variable, such as the distribution of ages or genders in a population.

Analyse and Visualize sentiment patterns in social media data to understand public opinion and attitudes towards specific topics or brands.

Analyze traffic accident data to identify patterns related to road conditions, weather, and time of day. Visualize accident hotspots and contributing factors.

Build a decision tree classifier to predict whether a customer will purchase a product or service based on their demographic and behavioural data. Use a dataset such as the Bank Marketing dataset f…