python-data-analysis
There are 82 repositories under python-data-analysis topic.
NYC_Parking_Tickets
Analysis of NYC parking ticket data and NYC weather data to determine if weather conditions correlate with number of tickets given.
The-Real-Estate-Market-Analysis
Real Estate Market Analysis (Bangalore, Chennai, Hyderabad) This project analyzes real estate trends in Bangalore, Chennai, and Hyderabad, focusing on factors influencing property prices like location, amenities, and demand. It uses data cleaning, exploration, and visualization techniques to derive insights, providing recommendations for investors
Python-Data-Analysis
Python data analysis by using pandas, pingouin, missingno, seaborn, scipy libraries. PDF file also contains my notes about it. The datas are created by excel. They are not real world data. Just exercising on data analysis techniques.
Clustering
This project performs hierarchical clustering on a dataset containing network usage and performance metrics. It includes data preprocessing, encoding, normalization, and visualization of clustering results using dendrograms. The purpose is to analyze and group similar data points, offering insights into patterns and relationships within the dataset
Crime-Analysis
This project involves the cleaning and organization of crime data to ensure consistency and eliminate duplicates. Utilizing Python libraries like Matplotlib and Seaborn, I explored and visualized crime trends, focusing on crimes against SC in India.
Inventory-Analysis
Conducted an Inventory Analysis for a beverage manufacturing company, focusing on improving inventory data and distribution processes.
Image_Classification
The project aimed to develop a machine learning model using TensorFlow and Keras to classify images of clothing items from the Fashion MNIST dataset.
Income_Qualification
The project is aimed to improve income qulaification predictions and analysis for families in Latin America using data from Costa Rica.
IBM-Employee-Attrition-Prediction
The aim of this project analyzes factors driving IBM employee attrition and predicts those likely to leave, helping the organization understand turnover causes and improve retention and performance.
Commercial-Electrical-Project-Analysis
This project analyzes the performance of a commercial electrical job (Avid) in comparison to two similar projects. Using messy financial data extracted from Quickbooks, the project showcases data cleaning in Jupyter Notebooks, Excel transformations, and visualizations with Tableau to identify inefficiencies and insights.
Automobiles-Data-Exploration
An Exploratory Data Analysis done on an Automobiles dataset from kaggle
Tolulope-
This toolkit provides Python code for preprocessing, quality control, clustering, and visualization of single-cell RNA sequencing data using Scanpy. Ideal for deep insights into cell populations and gene expression.
Python-Projects
Python for Data Analysis | NumPy | Seaborn | Matplotlib | web scrapping | Data Cleaning
prodigy_da_task_01
This repository contains a comprehensive analysis of student progress using various factors like extracurricular activities, parental support, gender, ethnicity, and more. The dataset includes 2,392 students and examines how different variables influence academic performance and participation in extracurricular activities.
Food-Delivery-Analysis
Analyzed 5 months of Khao's food delivery data to boost sales and profitability. Identify key factors affecting performance, analyze trends, and provide actionable recommendations for resource allocation and strategy improvement.
Master-Thesis-Data-Driven-Financial-Inclusion
Repository for code and analysis related to my master's thesis on "Leveraging Big Data Analytics For Enhancing Financial Inclusion in Nigeria and Other Developing Economies. Includes scripts, notebooks, and models for analyzing financial inclusion data, assessing impact, and addressing challenges. University: CBS International Business School
Agriculture-Data-Wrangling
Basics of manipulating, pre-processing, cleaning, and wrangling data in Python
Hotel-Booking-Analysis
Analysis of Hotel Booking Price
data_analysis
Visualization of Netflix's data for movies originally released between 1950 and 2021
Data-Science-Projects
Python data science projects completed during my IBM Professional Data Science Certification.
E-commerce-A-B-Testing
A Statistical Analysis project in which I Performed an A/B test to analyze the effect of changing the user interface for an E-Commerce company's Website.
Prosper-Loans-analysis
A statistical Analysis Project, to analyze the data of a finance company’s loans Using Python packages (pandas – NumPy – seaborn – matplotlib)
Data_Engineering_and_Analytics_Project
Project utilizing web scraping, data cleaning, sorting, database uploading, data analysis, and clustering for data processing and analysis purposes.
Pharmalyst
Medication Store GUI using tkinter GUI and dataset of medications.
Bank-Loan-Case-Study
Risk Analytics using Python
02631_Analysis_of_household_electricity_consumption
Project for the course 02631 Introduction to programming and data processing Fall 21 DTU.
02631_Introduction_to_programming_and_data_processing
02631 Introduction to programming and data processing Fall 21 DTU
IBM_Employee_Attrition_Prediction
IBM is an MNC and Attrition is a major risk to service-providing organizations where experienced people are the assets Here, I've created a program with Logistic Regression which would analyze an Organization Dataset and explore the attrition rate for various parameters and help in predicting the employees who are likely to leave.
Investigating_dataset_project
Udacity Nanodegree Program, investigating dataset project using the Soccer dataset.
Ethereum-Price-Tracking
Crypto Currency Ethereum Price Tracking Using Python
Data_Analysis
Tasks and small projects related to data analysis. Mostly automatisation and data wrangling.
Investigating-Netflix-Movies
This repository contains projects I've completed for DataCamp Data Science courses using programs such as Python, R, SQL, Excel, etc...
financial-and-election-data-python-
Cross examining data from Wall street finances and election voter data. Summary of analysis contained within .txt files.
Bacteria-Data-Analysis
Script for handling data related to growthrates of different bacteria types at various temperatures (with plots and data filtering).
Per_Capita_Consumption_Data_Plot_using_python
python data analysis using matplot library and numpy
heart-failure-prediction
Using Python's data analysis and machine learning tools to predict heart failure