Tag python

EDA With Python

Exploratory Data Analysis (EDA) is the first and most important step in the data analysis workflow. It allows analysts and scientists to understand the patterns, relationships, and anomalies within the data, making it ready for a deeper analysis or the…

Warsaw Weather Analysis

In this weather data analysis project, I analysed daily meteorological data from Warsaw, Poland from 1993 to 2022. I used Python for initial data preprocessing, Exploratory Data Analysis (EDA), statistical analysis and I created a Machine Learning model to see…

E-Commerce Dashboard

In this project, I worked on a comprehensive examination of online transactional data, of an e-commerce. I utilized Python for preliminary exploration, SQL for investigation and querying the data, and Power BI for visualization, this work showcases a blend of…

Vending Machines

This project presents an exploratory data analysis (EDA) and an interactive dashboard idea centered around a unique dataset from five different vending machines scattered between four various strategic locations in Central New Jersey, USA. The dataset originates from vending machines…

Diabetes Predictor

In this project with healthcare data, I will explore deeply into the health of Pima Indian women. Using Python, I first cleaned and explored the data. After, I used statistical methods and data visualization techniques to reveal hidden patterns, correlations, and insights within the data. This analysis cleared the path for predictive modeling. So, with machine learning, I took on the role of a predictor, trying to forecast possible diabetes diagnoses.