This project aims to forecast covid19 daily cases in India using the past cases trends.
Model used for forecasting is Prophet, which is a time series based model by Facebook.
Dataset used can be dowloaded from here
Go to other sheets and check for 'case_time_series' sheet name.
Experience with jupyter notebook or google colab.
Knowledge of following is recomended:
pandas
matplotlib
fbprophet
Step 1. Data Preprocessing.
Step 2. Data visualization of previous data available.
Step 3. Data preparation for Forecasting.
Step 4. Forecasting for coming months.
- Number of recovered cases are high as compared to deceased cases, which shows that recovery rate for covid19 cases in India is very good.
- India might see a third wave but not as sharp and hard as the second one.
- To avoid third wave we all should follow all necessary precautions and keep safe.