Coronavirus ( COVID-19 ) is creating panic all over the world with fast-growing cases. There are various datasets available that provide information on the world affected information. Covid has affected all counties with a large number of cases with a variety of numbers under death, survived, and affected. In this project, we are using a data set that has county-wise details of cases with various combined features and labels.
Covid data analysis and case prediction project provide solutions for data analysis of various counties on various time and data factors and creating models for survival and death cases and prediction cases in the future. Machine learning provides deep learning methods like Convolution neural network which is used for model creation and prediction for the next few months done using this project.
With the increase of COVID-19 cases all over the world daily predictions and analysis are required for effective control of pandemic all over the world
By collecting data from Kaggle and new York datasets data preprocessing is performed and data analysis is performed on the dataset and a machine learning model is generated for future prediction of cases.
- The prediction was performed on COVID-19 cases based on different machine learning techniques which are based on an x-ray data set collected from COVID-19 patients.
- Disease prediction from x-ray images is done using deep-learning techniques.
- The data set used for predicting disease is different compared to the one we are using for this project.
- Image processing techniques are used.
Using the data set pre-processing is performed on the collected data set and various steps for the deep learning model are performed and prediction of cases is done then data analysis is done on various factors.
- Data analysis and prediction are performed on textual data
- Deep learning models are generated for predicting future cases.
- Data analysis is performed for various factors.
- Operating system: Windows XP/7/10
- Coding Language: python
- Development Kit: anaconda
- Programming language: Python
- IDE : Anaconda prompt