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Search results for python exploratory data analysis

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99 search results found

Ydata Profiling ⭐ 11,983

1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.

Great_expectations ⭐ 9,179

Always know what to expect from your data.

Automatically visualize your pandas dataframe via a single print! 📊 💡

Sweetviz ⭐ 2,687

Visualize and compare datasets, target values and associations, with one line of code.

Scattertext ⭐ 2,131

Beautiful visualizations of how language differs among document types.

Dataprep ⭐ 1,807

Open-source low code data preparation library in python. Collect, clean and visualization your data in python with a few lines of code.

Compilation of R and Python programming codes on the Data Professor YouTube channel.

Cleanvision ⭐ 739

Automatically find issues in image datasets and practice data-centric computer vision.

Tools for exploratory data analysis in Python

Data Science Your Way ⭐ 532

Ways of doing Data Science Engineering and Machine Learning in R and Python

Kernel Density Estimation in Python

Streamlit_freecodecamp ⭐ 504

Build 12 Data Apps in Python with Streamlit

Complete Life Cycle Of A Data Science Project ⭐ 499

Complete-Life-Cycle-of-a-Data-Science-Project

Piperider ⭐ 443

Code review for data in dbt

skimpy is a light weight tool that provides summary statistics about variables in data frames within the console.

Data Describe ⭐ 292

data⎰describe: Pythonic EDA Accelerator for Data Science

Feature Engineering Tutorials ⭐ 217

Data Science Feature Engineering and Selection Tutorials

Data Analysis Using Python ⭐ 215

Data Analysis Using Python: A Beginner’s Guide Featuring NYC Open Data

100 Days Of Ml Code ⭐ 201

A day to day plan for this challenge. Covers both theoritical and practical aspects

Ditching Excel For Python ⭐ 175

Functionalities in Excel translated to Python

Pycon 2017 Eda Tutorial ⭐ 168

Resources for the PyCon 2017 tutorial, "Exploratory data analysis in python"

Handyspark ⭐ 129

HandySpark - bringing pandas-like capabilities to Spark dataframes

How To Score 0.8134 In Titanic Kaggle Challenge ⭐ 105

Solution of the Titanic Kaggle competition

Impy is a Python3 library with features that help you in your computer vision tasks.

Hn_so_analysis ⭐ 94

Is there a relationship between popularity of a given technology on Stack Overflow (SO) and Hacker News (HN)? And a few words about causality

Breast Cancer Risk Prediction ⭐ 83

Classification of Breast Cancer diagnosis Using Support Vector Machines

A python package that performs exploratory data analysis for users. Additionally, it generates 3 types of output files (cleaned CSV, plots and a text report).

Ineuron Full Stack Data Science Assignments ⭐ 68

This Repository consists of Assignments and projects of the iNeuron Full Stack Data Science Course

The Sparks Foundation ⭐ 68

📌 This repo. Contains Basic - Advance level Machine learning / business analysis Projects. 👨‍💻

Librería para la evaluación de calidad de datos, e interacción con el portal de datos.gov.co

Awesome Python For Data Science ⭐ 51

A curated list of awesome resources such as books, tutorials, courses, open-source libraries, exercises, and other materials that support Pythonistas in the making, and Pythonistas migrating into Data Science! 📊

Densenet Mura Pytorch ⭐ 49

Implementation of DenseNet model on Standford's MURA dataset using PyTorch

Exploripy ⭐ 47

Pre-Modelling Analysis of the data, by doing various exploratory data analysis and Statistical Test.

Sparkora ⭐ 46

Powerful rapid automatic EDA and feature engineering library with a very easy to use API 🌟

Fraud Analysis ⭐ 45

Insurance fraud claims analysis project

A Toolkit for Interactive Statistical Data Visualization

Sliceguard ⭐ 43

A library for detecting problematic data segments in structured and unstructured data with few lines of code.

Data Science Series ⭐ 42

For all those who're struggling to find a good hands-on resource (with case studies) to master their Data Science skills, Here's all what you need!

Dqlab Career Track ⭐ 42

A collection of scripts written to complete DQLab Data Analyst Career Track 📊

OlliePy is a python package which can help data scientists in exploring their data and evaluating and analysing their machine learning experiments by utilising the power and structure of modern web applications. The data scientist only needs to provide the data and any required information and OlliePy will generate the rest.

Exploratory Data Analysis With Pandas And Python 3.x ⭐ 38

Exploratory Data Analysis with Pandas and Python 3.x, published by Packt

Python package for exploratory text data analysis

Nostradamus ⭐ 30

🧠 An open-source machine learning application for analyzing software defect reports extracted from bug tracking systems.

An open-source Python library for Data Scientists & Data Analysts designed to simplify the exploratory data analysis process. Using Edvart, you can explore data sets and generate reports with minimal coding.

Predicting Football Match Outcome Using Machine Learning ⭐ 29

Football Match prediction using machine learning algorithms in jupyter notebook

Amazon Accessible Rl Sdk ⭐ 28

A2RL is a Python library for offline reinforcement learning

Data Purifier ⭐ 26

A Python library for Automated Exploratory Data Analysis, Automated Data Cleaning, and Automated Data Preprocessing For Machine Learning and Natural Language Processing Applications in Python.

Exploratory_data_analysis_visualization_python ⭐ 26

Data analysis and visualization with PyData ecosystem: Pandas, Matplotlib Numpy, and Seaborn

Python For Data Professionals ⭐ 23

This course is designed to get a good grip on python programming, logic building, solving algorithm-based questions, data structures, understanding of data analytics, working with pandas, professional practices, and API building.

Data Science End To End ⭐ 22

A Respository to get you job ready as a Data Scientist

Airline Passenger Satisfaction ⭐ 21

Determining the important factors that influences the customer or passenger satisfaction of an airlines using CRISP-DM methodology in Python and RapidMiner.

Experiments ⭐ 21

Code and notebooks containing my experiments in data science, EDA, visualization, and machine learning

Association ruled based networks using graphical Hypergeometric Networks.

Walmart Sales Prediction ⭐ 19

A 60 days+ streak of daily learning of ML/DL/Maths concepts through projects

Tricentis Lead Scoring ⭐ 18

Lead Scoring: Optimizing SaaS Marketing-Sales Funnel by Extracting the Best Leads with Applied Machine Learning

Pacbioeda ⭐ 18

Python scripts for Exploratory Data Analysis of Pacific Biosciences sequence data

The Data Analysis Workshop ⭐ 18

A New Interactive Approach to Learning Data Analysis

Paruluniversityai ⭐ 18

Artificial Intelligence Course at Parul University taught in Spring 2023 by Mr Smaranjit Ghose

Data Science ⭐ 17

Utilizing Kaggle Data and Real-World Data for Data Science and Prediction in Python, R, Excel, Power BI, and Tableau.

Exploratory Data Analysis with Python

Altair_ally ⭐ 15

Altair Ally is a companion package to Altair, which provides a few shortcuts to create common plots for exploratory data analysis.

Machine Learning Bookcamp 2022 ⭐ 15

Solutions for the Machine Learning Zoomcamp 2022 by DataTalks.Club.

ADENINE: A Data ExploratioN PipelINE

Klar Eda ⭐ 14

A python library for automated exploratory data analysis

Predicting Baseball Statistics ⭐ 14

Predicting Baseball Statistics: Classification and Regression Applications in Python Using scikit-learn

Data Science 101 ⭐ 14

Notes and tutorials on how to use python, pandas, seaborn, numpy, matplotlib, scipy for data science.

Orgroamtools ⭐ 12

Helper library for data analysis of org-roam collections

Whatsapp Chat Analyser ⭐ 12

WhatsApp Chat Analyser | Made with ❤

Lapras is developed to facilitate the dichotomy model development work.

Routines for exploratory data analysis.

Wordview ⭐ 10

A Python package for Exploratory Data Analysis (EDA) for text-based data.

Data Exploration Terser

Mobile Price Prediction Classification Analysis ⭐ 10

Supervised Machine Learning Analysis Using Classification Models

Country Profiling Using Pca And Clustering ⭐ 9

Unsupervised Machine Learning Analysis Using Clustering Model

Customer Segmentation Using Clustering Algorithms ⭐ 8

Customer Segmentation Using Unsupervised Machine Learning Algorithms

Eksikelime ⭐ 8

Sentiment analysis for Ekşi Sözlük with R and Python.

Microsoft Malware Prediction ⭐ 8

Exploratory Data Analysis and Classification of the Malwares and Prediction of Malware in the system

Exploratory Data Analysis With Python ⭐ 8

Exploratory Data Analysis

Datapad: A Fluent API for Exploratory Data Analysis in Python

Eda And Machine Learning Avocado Prices Predictions ⭐ 8

Exploratory Data Analysis and Price Predictions for Avocado Dataset based on Machine Learning

Coffee Chain Sales ⭐ 7

Explore valuable insights into the performance of a coffee chain across various locations, including key attributes such as Area Code, COGS, Profit, Sales, and more. Dive into sales trends, financial performance, and market dynamics.

A library for Time-Series exploration, analysis & modelling.

Simple Exploratory Data Analysis web app

Exploratory Data Analysis ⭐ 7

Application with different EDA features for csv/excel file data.

Bangalore House Prediction App ⭐ 7

Predicts home prices of Bangalore. Used Flutter, Flask and Jupyter Notebook.

Some collection of codes that are used in data mining and data science related fields, developed by me

Car Evaluation Dataset Classification ⭐ 7

Exploratory data analysis of Car Evalutation Dataset. Prediction of classes using various classification algorithms.

Data Science ⭐ 7

EDA and Machine Learning Models in R and Python (Regression, Classification, Clustering, SVM, Decision Tree, Random Forest, Time-Series Analysis, Recommender System, XGBoost)

Data_project_template ⭐ 6

This project template is created for individuals who find it useful for their Data Analysis or ML projects. It serves as a beta version, offering a structured architecture and code to perform essential steps. The template is optimized for GitHub compatibility and encourages collaboration among colleagues.

Exploratory Analysis Of Netflix Userbase ⭐ 6

Data wrangling and Feature analysis based on the Netflix userbase sample Dataset.

Data Science Introduction ⭐ 6

Welcome to the Data Science Introduction repository! This repository is designed to provide an introduction to the field of data science, covering various topics and techniques commonly used in the industry.

Datasethub ⭐ 6

Complete Notebooks on how AnimeWorld dataset was created, EDA, and Recommendation Engine.

Ipl Analysis ⭐ 6

A Data Science Project

Naukri Web Scraping ⭐ 6

Scraping Data Scientist Jobs

Machine learning meets natural products

Inspectpd ⭐ 6

📈 📊 Tools for Exploring Pandas Data Frames

New York Taxi Data Analysis ⭐ 6

This project aims to make a quantitative analysis of the New York City Taxi and Limousine Service (TLC) Trip Record Data.

Customer Journey Analysis Toolbox ⭐ 5

Repositório com funções, bibliotecas e notebooks para auxiliar o processo de análise de jornadas utilizado em projetos DP6

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