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https://github.com/harmanveer-2546/eda-on-indian-railways

Indian Railways is a statutory body under the ownership of the Ministry of Railways of the Government of India that operates India's national railway system. As of 2023, it manages the fourth largest national railway system by size with a track length of 132,310 km, running track length of 106,493 km and route length of 68,584 km.
https://github.com/harmanveer-2546/eda-on-indian-railways

clean-data eda exploratory-data-analysis geometry geopandas indian-railways json linestring matplotlib numpy os pandas plotly python railway seaborn shapely train visualization

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Indian Railways is a statutory body under the ownership of the Ministry of Railways of the Government of India that operates India's national railway system. As of 2023, it manages the fourth largest national railway system by size with a track length of 132,310 km, running track length of 106,493 km and route length of 68,584 km.

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README 

        
# INDIAN RAILWAYS 



Indian Railways is a statutory body under the ownership of the Ministry of Railways of the Government of India that operates India's national railway system. 

As of 2023, it manages the fourth largest national railway system by size with a track length of 132,310 km (82,210 mi), running track length of 106,493 km (66,172 mi) 

and route length of 68,584 km (42,616 mi) of which 64,080 km (39,820 mi) is electrified. With more than 1.2 million employees, it is the world's ninth-largest employer 

and India's second largest employer.



In 1951, the Indian Railways was established by the amalgamation of 42 different railway companies operating in the country, spanning a total of 55,000 km (34,000 mi). 

The railway network across the country was reorganized into six regional zones in 1951–52 for administrative purposes, which was gradually expanded to 18 zones over the years.



The first steam operated railway operated in 1837 in Madras with the first passenger operating in 1853 between Bombay and Thane. In 1925, the first electric train ran in

Bombay on DC traction. The first locomotive manufacturing unit was commissioned in 1950 at Chittaranjan with the first coach manufacturing unit set-up at Madras in 1955.



Indian Railways runs various classes of express, passengers and suburban trains. In 2018–19, it operated 13,523 trains on average daily covering 7,325 stations and carried 8.44 billion passengers.

Indian Railways also operates different classes of rail freight transport. In 2022–23, it operated 8,479 trains on average daily and transported 1418.1 million tonnes of freight. Indian 

Railways operates multiple classes of rolling stock, manufactured by self-owned coach-production facilities. As of March 2023, Indian Railways' rolling stock consisted of 318,196 

freight wagons and 84,863 passenger coaches. As of December 2023, Indian Railways had 10,238 electric and 4,543 diesel locomotives amongst others.



Indian Railways is divided into 18 administrative zones (17 operational), headed by general managers which are further subdivided into 71 operating divisions, headed by divisional 

railway managers (DRM). The divisional officers of the respective operating verticals report to the DRMs and divisional heads and are tasked with the operation and maintenance 

of assets. Station masters control individual stations and train movements through their stations' territory. In addition, there are a number of manufacturing units, training 

establishments, PSUs and other undertakings under the purview of the Indian Railways.



## OBSERVATION ON THIS EDA :



* Uttar Pradesh has the most number of stations

* Most stations are served by Northen Railway

* Passenger train type is the most common train types.

* Howrah Junction serves most trains based on Arrival and departure

* MSB is the most common from station

* VLCY is the most common to station