Data Analysis Projects

Cyclistic Bike-Share Insights

Exploring customer behavioral patterns to discern effective strategies for increasing subscriptions.

Assessing ratings & reviews for a subset of the food products on Amazon.

Detecting clients that are likely to leave using machine learning models.

Using association-rule mining (apriori algorithm) to identify opportunities for cross-selling.

Comparing product ratings across 3 review platforms (Google, Yelp! and DoorDash).

Identifying the properties of junk mail using exploratory data analysis and machine learning.

Predict whether breast tissue samples in histopathological images are benign or malignant (cancerous).

Automatically analyse data, and generate a comprehensive exploratory data analysis report in Word ('.docx') format.

Experiment with time series analysis concepts. Anyone can upload data, and even interactively create samples to process.

Explore some of the most common Probability Distributions, and view their properties through statistical graphs.

Extract useful information from documents in various typical file formats, using the spaCy^© Natural Language Processing library.