School marks don't decide where edept students finish.

52 of 79 students who entered below First Class now hold SGPA 7+.

436 students surveyed · 179 with a university SGPA

Where they started, where they are now

Class 12 result → latest SGPA · 177 students with both

75% and above5060–75%12750–60%156Below 50%98SGPA 9+32SGPA 8–953SGPA 7–840SGPA 6–738Below 616

254 first-semester students have no SGPA yet and are not shown.

The toppers

Everyone at SGPA 9+ in this selection, as a group

  • Raised their SGPA27/32
  • Family income under ₹2.5L7/32
  • Entered below First Class5/32

Mostly B.Sc. Data Science (18), MBA (Business Analytics) (5), B.Voc. Cyber Security and Digital Forensics (5).

At SGPA 7+

Of the 179 students with a university SGPA

70%125 of 179 hold SGPA 7+

SGPA spread

Latest SGPA of 179 students. Amber is 8+, hatched below 7.

median 7.8145678910

The climb

  • Below First Class
  • First Class+

+0.37average gain · n 163 with 2+ semesters

6789First semesterLatest semester7.607.89 (+0.29)7.097.56 (+0.47)

Placement pipeline

Of 436 students. Each stage includes the ones after it

Family income doesn't set the ceiling

Share at SGPA 7+ among students with an SGPA, per band

63%Under ₹1Ln 3863%₹1L–2.5Ln 3575%₹2.5L–5Ln 5773%₹5L–10Ln 3375%Above ₹10Ln 16

School marks stopped deciding who succeeds.

Built from the 177 students with both a Class 12 result and a university SGPA (of 436 surveyed). The weakest and strongest 44 by Class 12 marks, one figure per student. Covers all students; the filters above don't apply here.

0of 44 · Weakest quarter at entryClass 12 ≤ 53%

44of 44 · Strongest quarter at entryClass 12 ≥ 70%

Weakest quarter · below First Class at entry · 44 students

  • 9+ 1
  • 8–9 13
  • 7–8 15
  • 6–7 9
  • below 6 6
Median SGPA
7.37
Family income under ₹2.5L
24/44
Placement secured
14/44
75%
of the gap between the two quarters has closed (30.0 → 7.5 points out of 100)
6%
of the variation in SGPA is explained by Class 12 marks (r = 0.25, all 177 students)
16/44
from the weakest quarter now sit in the top half of the 179 students with an SGPA

First Class = Class 12 ≥ 60%. SGPA = each student's latest semester.