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covidcases_prediction's Introduction

covidcases_prediction

Athavani

This is a Python Project which aims at predicting the number of covid cases in India on any given date. The Project is made using three different algorithms • Linear Regression • Random Forest Regression ~ Support Vector Regression

The dataset has been taken from Kaggle.

Requirements

# In cmd
pip install streamlit

Usage

# In cmd
streamlit run [filename] # eg: streamlit run forest_regressor_covid.py

Using Random Forest Regression for state_wise_daily dataset: Image of Project

Using SVR for covid_data dataset:

Image of Project

Code of conduct ©️

❤️ Project Admin


Ayesha Falak /

💻

✨ Contributors

🔔 Credits

built by developers

built with love

covidcases_prediction's People

Contributors

akash20x avatar arushi09207 avatar ayeshafalak avatar ayushi424 avatar coding-geek21 avatar harshita9621 avatar nisha331 avatar raunak51299 avatar sanjeevkumar22 avatar skimran2000 avatar umesh-01 avatar

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Watchers

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covidcases_prediction's Issues

Covid-19 script

Is your feature request related to a problem? Please describe.

  • A clear and concise description
  • I want to add one python script which on running give you desktop notification of total cases , recovered, and deaths in after 20 seconds until the code is stopped.

Describe the solution you'd like

  • A clear and concise description of what you want to happen.

Describe alternatives you've considered

  • A clear and concise description of any alternative solutions or features you've considered.

Additional context

  • Add any other context or screenshots about the feature request here.

Prediction using Decision Tree Regression

💥 Proposal

I will use the Decision Tree Regression algorithm for the prediction.
Please assign this issue to me.

Have you read the Contributing Guidelines on Pull Requests ?
Yes I have read the guidelines.
Thank you
LGM-SOC Participant

Prediction of Covid-19

In this, I will use the dataset you have provided and predict the cases according to my knowledge. The notebook will contain data engineering, data visualization.

Getting State Wise Data and Using Lesso and Pipelining

Hear I will be using the ploty API to plot the data in the chat like bar-chart and pie-chart bases of the states
1-number of people affected in each state
2.getting the rate of increase of data in each state

And the prediction of model using the lesso model

Add a link to Code of conduct in Readme.md

💥 Proposal

(A clear and concise description of what the proposal is.)
Add a link to Code of conduct in Readme.md

Have you read the Contributing Guidelines on Pull Requests ?

(Write your answer here.)

Update readme.md

Update Contributing Guidelines, License, Code of Conduct and Open Source section to readme.md

Creating State wise visualizations.

💥 Proposal

Creating state wise visualizations using the provided dataset by using data visualization libraries in python.
This will provide better understanding to the data and its trends.

Have you read the Contributing Guidelines on Pull Requests ?

Yes.
I've read and gone through the guidelines.

add more badges to README.md file

Describe the solution you'd like
I will add some more badges to the top of readme.md file so that it will look more interactive and awesome, since the badges will be colorful and more attractive than the text the users will like it and it will also help them to navigate to different sections/ webpages like PRs, issues, contributors, etc.

And the present image is of no use see this--

image

and after clicking on it the user is redirected to this

image

which is of no use...

adding CODE_OF_CONDUCT

💥 Proposal

As the project does not contain code of conduct , i would like to add it.

Have you read the Contributing Guidelines on Pull Requests ?

yes

COVID19_Data-Analysis

Greetings Sir/Mam,

I would like to work on this project and contribute!!
For this I have prepared a Jupyter notebook for the main code/analysis, readme file and 2 datasets.
Kindly assign me this issue.
This is regarding LGMSOC.

{Description of project}
This project helps us calculate and visualize the relationship between the spread of Corona virus in a country and how happy people are living in that country by merging two different datasets . The two datasets used includes First, Covid-19 dataset published by Jonh Hopkins university which cantains datasets related to cumulative number of confirmed cases countries per day and second, a dataset related to world happiness report, an annual publication by the United Nations.

Add PR template

💥 Proposal

(A clear and concise description of what the proposal is.)

Have you read the Contributing Guidelines on Pull Requests ?

(Write your answer here.)

please assign me under LGM-SOC 2021

Adding issue templates

I want to add these issue templates in this repo.

  1. Bug Report
  2. Feature Request
  3. Proposal

Kindly assign me this issue as a part of LGM-SOC'21.

Also tag necessary labels.

Update Readme File

Hi @ayeshafalak
I would like to update readme file.
I would like to add code of conduct, license and contribution guidelines in the repo and link in the readme file.
Please assign it to me.
Thanks

Add workflow in readme file

💥 Proposal

we can add how to clone and set up project in readme file

Have you read the Contributing Guidelines on Pull Requests ?

(Write your answer here.)

Hello I want to work on the exploratory data analysis and do the different visualizations .Please assign this issue to me

Is your feature request related to a problem? Please describe.

  • A clear and concise description of what the problem is. Ex. I'm always frustrated when [...]

Describe the solution you'd like

  • A clear and concise description of what you want to happen.

Describe alternatives you've considered

  • A clear and concise description of any alternative solutions or features you've considered.

Additional context

  • Add any other context or screenshots about the feature request here.

time forecasting model with data analysis and visualization using plotly library

💥 Proposal

This project will show the affect of coronavirus and furthermore would first be performing analysis and using a time series forecasting model to predict cases affect.

Have you read the Contributing Guidelines on Pull Requests ?

(Write your answer here.)
yes. I've read guidelines and go through the project guidelines and updated with the work done yet using svr models and regressor also.

Prediction using Naive Bayes algorithm

💥 Proposal

I will use the Naive Bayes algorithm for the prediction.
Please assign this issue to me.

Have you read the Contributing Guidelines on Pull Requests ?
Yes I have read the guidelines.
Thank you
LGM-SOC Participant

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