This repository contains data analysis for faults in machines. Notebook presents useful insights about faults or categories of faults for machines. It also contains predictive maintenance of machines by forecasting number of faults.
An input csv is manual_error.csv which contains timeseries data having severity of faults, category of fault and machines to which they belong.
Yes - Less severe
conditionally - Moderate severe
No - High severity
- pandas
- numpy
- matplotlib
- seaborn
- statsmodels
- plotly