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This repository is open for Hacktoberfest contributors to analyze data and bring their opensource skills in action

License: MIT License

Jupyter Notebook 99.93% Python 0.07%

hacktoberfest data-analysis data-science python

exploratory_data_analysis's Introduction

Hacktoberfest2022

Exploratory Data Analysis

Datasets

This repository is open for Hacktoberfest contributors to analyze data and bring their opensource skills in action. Data Folder contains several interesting datasets . I have limited the datasets to excel and csv files to keep the thrill of data analysis intact.

Social Datasets include -

Indian Elections
Air_Quality
crime rates
unemployment analysis

Medical Datasets -

Liver Disease Dataset

Population -

World Population

Some links to other kaggle datasets I found unique-

* https://www.kaggle.com/datasets/pavellexyr/the-reddit-climate-change-dataset
* https://www.kaggle.com/datasets/therohk/india-headlines-news-dataset

How to use this repo

Respond to my issues or create your own issue with a problem statement I will assign you with the issue

Fork this repository

git clone https://github.com/<your_github_user_name>/exploratory_data_analysis.git
cd exploratory_data_analysis

git remote add upstream https://github.com/souvikg544/exploratory_data_analysis.git

git remote -v

git pull upstream master

# create a new branch so that you can upload the code

git checkout -b <your_branch_name>

Make relavent changes exploratory_data_analysis Folder. You can do the analysis in a platform of your choice - kaggle , colab or your local machine .
```
 git add .

 git commit -m "commit message"

 git push -u origin <your_branch_name_entered_before>
```
To create a pull request, click on compare and pull requests. Please ensure you compare your feature branch to the desired branch of the repo you are supposed to make a PR to.
Add an appropriate title and description to your pull request explaining your changes and efforts.
Click on Create Pull Request
now you have successfully created a pull request
Make a pull request with a problem that you have solved
Wait for me to merge and accept the pull request .

About HacktobeFest

Hacktoberfest22

Go through the file CONTRIBUTING.md to know more Make some nice set of pull requests and enjoy with your reward kits. Btw hacktoberfest t shirts are quite good 😉.

exploratory_data_analysis's People

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devsubho51347 ayushthe1 lunarmarathon swarupkmondal ganajayant anubhav-goyal01 tapaskhanijo aaryanshsahay rishabhrathore055 confusedgenius wanderer-of-the-abyss devumang096 vvtrip adityarajsahoo dhruvkej9 divyansh3021 ashraygattani abhishekgit03 sauradip007 manavparmar1609 swoyam2609 sharayu1071 arshya-garg tejesh18 ankurkumarshukla padi-rishitha venom-xd prakhar-198 tejaswi-kumar hs0513 pulkit-999 yashkshrivas4491 1tsak suddhasilc ujjwalsrivastav shant-singh preyasisengupta007 ujjwal580 vksverma himanshus110 janvikohli ishita-0023 disuja7 aryan9042 prakritishetty anishkumargarg ank-romeo atul120212 abhitika vshu2003 hemant0512 sre-n harshitagupta324 shouryagarg vikash0909 anupgupta0852 srish-ty naman-oo7 shubham230600 codesbynehaal unniznd samratrode pranavpatne491 divyamvj0901 pratikshaekbote skyeyeish ayush-chahar rajaalebchiri g3rley abirbhattacharya82 bhardwajrajneesh

exploratory_data_analysis's Issues

What is the trajectory of criminal records in the State of West Bengal across the years

EDA for comparison between population growth rate and GDP per capita.

Please Assign this to me.

Diabetes Detection using 10plus ml models

I will be submitting an ipynb file this time. Along with dataset,

EDA on Laptop Data

Hi @souvikg544, I will do EDA on laptop data, please assign it to me.

Propagation of religious sentiments during common elections

To add IPL dataset

Raising an issue to add an IPL dataset I obtained from kaggle. It looks something like this:

Some really interesting EDA can be performed on the above dataset just by using simple pandas!

How was the election results back in 2019

Add a way to prevent overfitting

Adding code for early stopping which helps prevent overfitting,

Adding datasets

To contribute my laptop dataset scraped from flipkart for EDA

I have scraped a list of laptops with attributes like price, processor, RAM, OS, etc., and would like to contribute the dataset to this repo if could assign me the task.

It would be a great dataset for EDA and for building a recommendation system.

Which countries had the least population and the most population before 2000 and how it has changed after 2000

What are the crime rates against sc and other backward classes in different states of India

Top 5 teams that have played the most number of games in IPL

I have performed eda for the same and obtained a result , please have this issue assigned to me.

EDA on Delhi Pollution Levels.

Please assign this issue to me.

Which country in each continent showed the sharpest increase in population from 2000 to 2020...

Hint - Groupby continents and perform necessary functions

Predict if the grayscale image is a Tree or not

Missing CODE OF CONDUCT

The repository lacks a well designed CODE OF CONDUCT, which should be followed while contributing to the repository

Want to add EDA on Transaction fraud detection

EDA on car purchase dataset and car purchase prediction using ML algorithms

@souvikg544 , I would like to perform exploratory data analysis on the Car Purchase Dataset and use ML algorithms to predict successful car purchase. Please assign me the task.

Exploratory Data Analysis (EDA) to understand how the student's performance (test scores) is affected by the other variables (Gender, Ethnicity, Parental level of education, Lunch, Test,preparation course)

I want to work on this issue . Kindly assign it to me !

During which elections did we see the maximum number of criminal cases..

Most likely you will need to join two datasets

How has the population of Indian subcontinent increased over the years (i.e Find out the growth rate )

Hint - Make a list of the countries in the Indian subcontinent and proceed with filtering. Make sure not to use the growth rate given in the row

Head back to our election dataset and correlate between education, party and criminal cases.. See if low education has any relation with high criminal cases

Heart Disease prediction using supervised learning

I am a contributor at hacktoberfest2022. Please assign me this issue if possible.

Add Superstore dataset

This dataset consists of various classes such as names of customers , mode of shipment , dates of shipment and customer segments which could incentivize various classification eda problem statements.

Analyse how genres of movies have changed over the years

I want to add a new project where I analyse how the number of movies in a partivular genre have changed over the years. I will be using the 5000 movies TMDB dataset.

EDA on insurance dataset and premium prediction using ML algorithms

@souvikg544, I would like to perform exploratory data analysis on the insurance dataset and use ML algorithms to predict insurance premium. Please assign me the task.

Improvement in Zomato Dataset EDA and applying more ML models for better rating prediction

@souvikg544, I would like to improve the EDA done on zomato dataset and apply more ML algorithms for better rating prediction. Please assign me this issue.

IMDB Dataset

I will work on this dataset!!
Please assign this to me

EDA on IPL dataset

Hi @souvikg544 , please add and assign to me.

Add code for early stopping

Adding code for early stopping.
It helps prevent overfitting while while keeping maximum accuracy.

Zomato Restaurant Rating Prediction

How does pollutant in the hilly areas differ from the pollutants in the plains.

Make a list of states in the hills and the plains and then peoceed ., An increases analysis would be to take a state and distribute it into mountaneous and plain land

Find out which districts in India have the least and the most crime cases towards women

Crop recommendation for farmers using kaggle dataset

I would like to contribute crop recommendation model to this respo. as a part of Hacktoberfest 2022.
dataset - https://www.kaggle.com/datasets/atharvaingle/crop-recommendation-dataset

Issue raised to add my own medical project

I have created a streamlit web app for diabetes prediction using machine learning. As a part of my open source project contribution lab it is necessary for me to contribute to any good repository. Hope you let me contribute in this repo. Some images of my project given below.