Skip to content

SimranKaur-23/Covid-19-Analysis-on-italy-dataset

Repository files navigation

Covid-19-Analysis-on-italy-dataset

This project was given as asn assignment by my professor. In this project, I have done Exploratory Data Analysis (EDA) and Time Series Analysis on the italy province dataset which was taken from kaggle.

EDA

  • performed necessary operations using pandas on the dataframe.
  • visualizations done using plotly.
  • checked for ANOVA conditions and performed ANOVA test.

Time Series Analysis

  • checked for any trends, irregularity, seasonality on the dataset.
  • used ARIMA model to perform time series analysis (since the data is not seasonal).

LSTM

The LSTM file is attched seperately as LSTM.ipynb

The datset is attached.

Releases

No releases published

Packages

No packages published