Yelp InsightX is a comprehensive analysis conducted on the Yelp dataset, focusing on profiling, understanding, and deriving insights from the data.

🚚 Agile Data Science Workflows made easy with Pyspark

Deequ is a library built on top of Apache Spark for defining "unit tests for data", which measure data quality in large datasets.

DataFrame comparison done right, powered by Rust with polars (AKA the bear-agnostic 🐻 🐼 🐨 🐻‍❄️ DataFrame comparison library)

Data preparation and exploration scripts

A partialized version of the SPIDER Algorithm for inclusion dependency discovery

A R Notebook to perform basic data profiling and exploratory data analysis on the FIFA19 players dataset and create a dream-team of the top 11 players considering various player attributes.

Sandbox to test out ideas for profiling document data

Data profiling for patterns of missing values

Course of business intelligence bootcamp by Dibimbing

Always know what to expect from your data.

Python function to generate a mask analysis

Data Science project of group 03 - MEIC @ IST 2023/2024.

Data Analyst Capstone Project in Coursera

Identified data types for each distinct column value on 1900 data sets. For each column, summarized semantic types present in the column, using Fuzzy Logic, Levenshtein distance. Identified & derived inference the 3 most frequent 311 complaint types by borough.

Analysis of forex exchange rate dataset, covering the historical aspects over the period of time, in short doing Timeseries Analysis ,Data Cleansing and Transformation of Forex Exchange Dataset in order to transform it in format or structure required during Timeseries Analysis and Machine Learning ,Visualization of Forex Exchange Dataset based …

Homework for exploring function dependencies in data sets

a nix DataProfiler for deep analysis of data quality on tabular files