Published Paper Details:

Indian Railways (IR), often regarded as the country's lifeline, connects every part of the second-most populated nation. The largest logistics carrier's logistical and financial performance has been at a low point for a few years. The progressive decline in IR's healthnot only grabs people's attention but also makes them curious about the underlying causes of this fragility. The worrying performance of IR during the past few years has attracted a tonne of literature attention, but there has been no satisfactory identification of the illnesses. In light of this, a study of declining performance to identify the underlying causes is necessary. For the aim of analysis, the study uses a variety of metrics,including OR, IR performance, etc. IR is plagued by subpar OR, and IR performance, and is on the edge of going bankrupt. Subventions like subsidies should no longer be used,and outdated pricing strategies should be abandoned in favor of a pricing plan based onhow much traffic can be supported to prevent collapse and paralysis. The goalof the analysis-based Python project IRCTC Live Dashboard is to create a dashboard that will provide information about the trains. This dashboard will assist in determining the availability of trains and their specifics from the source station to the destination station. This project is dynamic, takes in many different inputs, and produces results. It is a data analysis-based project where the dashboard is created and analyzed using various Python modules. This project has a huge amount of room for growth in a varietyof data science areas, including data analysis.