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t appears you are looking for a specific analysis of the Railway Group D Exam cut-off by Ankit Dev Rajput from DishaManch Academy. While his channel primarily focuses on "Research & Analysis" and technical topics (like computer science and UP Special GK), he has provided insights into government exam trends. Below is a general breakdown of the typical description and analysis provided by educators like Ankit Dev Rajput for the Railway Group D (RRB) cut-offs in Hindi: Railway Group D Exam Cut-Off Analysis Overview The analysis usually focuses on several key factors that determine the final "Safe Score" for candidates across different Railway Recruitment Boards (RRBs). Total Vacancies vs. Applicants: A detailed look at the number of posts available (e.g., the 1,03,769 vacancies in the RRC 01/2019 recruitment) compared to the millions of students who applied. Difficulty Level of Shifts: Since the exam is conducted over many days, the analysis categorizes shifts into Easy, Moderate, and Hard. Normalization Process: Explanation of how the "Percentile-based Normalization" works, which is crucial for understanding why a raw score of 60 might jump significantly in the final merit list. Category-wise Expected Cut-off: UR (Unreserved): Usually analyzed between 65–75 depending on the zone. OBC/EWS: Often ranges between 60–68. SC/ST: Generally expected between 50–60. Zone-wise Variation: Distinction between "High Cut-off Zones" (like Allahabad, Chandigarh, and Patna) and "Safe/Low Cut-off Zones" (like Western Railway Mumbai or Hubli). #railwaygroupd #dishamanchacademy #railwayexam #education #ssc #gk