# Bingy data blocks

> Everything Campus Binge knows about Indian colleges, courses, cutoffs, exams, scholarships, quotas and careers, molded into typed blocks with sources. Read-only. Every fact carries its trust: verified, community view, estimate, illustrative, or as listed and not verified yet. Blocks found on the web for one question are kept apart and labelled.

Built 2026-10-29 · 98,214 blocks · schema v1 (block.schema.json)

## How to ask

- MCP tools: `find_data_blocks` (words + kinds + tags), `get_data_block` (id), `discover_block` (look something up on the web when the dataset has nothing).
- MCP resources: `bingy://blocks/{kind}/{slug}` for one block, `bingy://blocks/llms.txt` for this page.
- Ids are `kind/slug`, e.g. `college/indian-institute-of-technology-bombay`.

## Kinds

- **college** (61,204): Any Indian college or university: where it is, type, tier, fees as listed, NIRF ranks, NAAC, website. For a course at a college use programme; for JoSAA ranks use cutoff. e.g. `college/030-ldrp-institute-of-tech-research-gandhinagar`
- **programme** (32,740): One course at one college: degree, duration, seats, fee per year, eligibility, exams accepted. For the college itself use college. e.g. `programme/7-star-academy--advance-diploma-in-animation-and-multimedia`
- **cutoff** (897): Opening and closing ranks for one B.Tech programme at one JoSAA college, by quota, category and gender, in one block. For "which colleges can I get" use the cutoff blocks of several colleges. e.g. `cutoff/ashoka-school-of-planning-and-architecture--architecture--b-arch`
- **placement** (700): A college's NIRF-reported median salary, % placed and higher studies by year and level, with the college's own claims kept apart. e.g. `placement/abacus-institute-of-engineering-and-management-240`
- **admissions** (499): A college's listed admission dates (registration, exams, admit cards), past and upcoming. For national exam dates use exam. e.g. `admissions/abacus-institute-of-engineering-and-management-240`
- **ranking** (35): One NIRF list (a category in a year), in rank order. For one college's history use college. e.g. `ranking/nirf-2016-overall`
- **scholarship** (606): A scholarship: who gives it, how much, who qualifies (income, category, level, state, gender), how to apply, and whether Campus Binge audited it. e.g. `scholarship/sch-0001`
- **quota** (626): A college programme that admits or supports students for sport or the arts. e.g. `quota/a-b-shetty-memorial-institut`
- **exam** (10): An entrance exam for the 2027 cycle: dates with their own trust labels, eligibility, pattern, what it leads to. e.g. `exam/bitsat`
- **career** (21): A career Bingy plans for: what the day is like, streams, salary range, years, cost, and the routes into it. e.g. `career/software-engineer`
- **role** (32): A job role from the career graph: where people go next and after how long, first roles from degrees, skills, industries. For pay use salary. e.g. `role/academia-research`
- **salary** (21): Entry, mid and senior pay bands (p25–p75, lakh a year) and demand notes for a job title. Hand-entered estimates with no source: say so, and prefer placement blocks for a college's real numbers. e.g. `salary/software-engineer`
- **degree-outcome** (115): What people with a degree and branch went on to do first (aggregates, n ≥ 5), and where a stream leads. e.g. `degree-outcome/b-a--communication`
- **stream** (5): A Class 11–12 stream (PCM, PCB, Commerce, Humanities…) and the careers and degrees it opens. e.g. `stream/commerce-with-maths`
- **template** (5): A ready roadmap for a common goal (doctor via NEET, software engineer via JEE…), labelled as a guess to adapt. e.g. `template/software-engineer-jee`
- **path** (53): One person's road (public figures from public sources, demo seniors) or a sample branching path, turn by turn. e.g. `path/narayana-murthy`
- **resource** (191): A course, certification, internship board or mentorship pointer from the sample paths; prices as listed, not checked. e.g. `resource/striver-takeuforward--dsa-bootcamp`
- **skill** (200): A skill, the roles that use it and what it leads to. e.g. `skill/microsoft-office`
- **block-type** (114): A kind of step a map can hold (entrance exam, coaching, internship, drop year…), with default needs, gives and steps. e.g. `block-type/taster`
- **community** (46): What students say about a college or topic, as counted aggregates (no post text): aspect sentiment, rents, FAQs. e.g. `community/university-of-delhi`
- **signal** (50): A dated event, report or rule (2024–26) that changes a career for Indian students, with its source. e.g. `signal/wef-future-of-jobs-2025`
- **org** (44): A body that runs, approves, ranks or counsels: AISHE, AICTE, NMC, NTA, JoSAA, a state FRC or board. For an exam use exam. e.g. `org/josaa`

## Sources

- Admission dates as listed on Shiksha, via Campus Binge (2026-09-28)
- Admission Guidelines for NIFTEE-2026 (2026-10-13)
- At-a-glance summary written by Campus Binge's AI from the listed data (D12: AI-written, labelled) (2026-10-29)
- BITS Pilani (official site) (2026-10-29)
- BITSAT-2026 Brochure (2026-10-13)
- BITSAT 2026 page: timeline, sessions (2026-10-13)
- CA Foundation Course syllabus (May 2024 and subsequent exams) (2026-10-13)
- Campus Binge career map block library (written by the Campus Binge team) (2026-10-14)
- Campus Binge career map goal templates (2026-10-15)
- Campus Binge college data (campusbinge.in) (2026-10-29)
- Campus Binge editorial description (2026-10-29)
- Campus Binge scholarships dataset (audited on campusbinge.in) (2026-10-29)
- Campus Binge sports and cultural quota dataset (2026-10-29)
- Checked by the Campus Binge data team (2026-10-29)
- CLAT 2027 Press Release, 22 July 2026 (2026-10-13)
- CLAT 2027 UG Eligibility (2026-10-13)
- CLAT 2027 UG Instructions (dates, application fee, mode) (2026-10-13)
- CLAT 2027 UG Question Paper Format (2026-10-13)
- CLAT 2027 UG Syllabus (2026-10-13)
- Consortium of National Law Universities (official site) (2026-10-29)
- CUET (UG) 2025 Information Bulletin (2026-10-13)
- CUET (UG) 2026 Information Bulletin (2026-10-13)
- Examination Notice 3/2026-NDA-I, NDA and NA Examination (I) 2026, 10 Dec 2025 (2026-10-13)
- FAQs on the New Scheme of Education and Training (last updated 27 Sep 2024) (2026-10-13)
- Fee Chart, January 2027 exams (2026-10-13)
- Important Announcement No. 13-CA (EXAM)/JANUARY/2027, 23 September 2026 (2026-10-13)
- Important Dates, January 2027 exam forms (Foundation, Intermediate) (2026-10-13)
- Information Bulletin for NEET (UG) 2025 (2026-10-13)
- Information Bulletin for NEET (UG) 2026 (2026-10-13)
- Institute of Chartered Accountants of India (ICAI) (official site) (2026-10-29)
- JEE (Advanced) 2026 eligibility criteria page (2026-10-13)
- JEE (Advanced) 2026 Information Brochure (2026-10-13)
- JEE (Advanced) 2026 official site, announcements (2026-10-13)
- JEE (Main) 2025 Information Bulletin (2026-10-13)
- JEE (Main) 2026 Information Bulletin (2026-10-13)
- Joint Admission Board, run by a rotating IIT (IIT Roorkee in 2026) (official site) (2026-10-29)
- Joint Seat Allocation Authority (official site) (2026-10-29)
- JoSAA opening and closing ranks, as published (Campus Binge import) (2026-10-29)
- Listed on Shiksha, via Campus Binge (2026-09-29)
- National Institute of Design (official site) (2026-10-29)
- National Testing Agency for NIFT (official site) (2026-10-29)
- National Testing Agency (official site) (2026-10-29)
- NID Admission 2027-28: important updates (2026-10-13)
- NID Admissions Handbook 2027-28: 5.5 Year Integrated M.Des / B.Des (published 10 Sep 2026) (2026-10-13)
- NIFTEE 2026 Information Bulletin (2026-10-13)
- NIRF data submitted by the institution, via Shiksha and Campus Binge (2026-09-28)
- NIRF rankings (nirfindia.org) (2026-10-29)
- Notification: CLAT 2026 Results, 16 December 2025 (2026-10-13)
- NTA Examination Calendar, December 2026 cycle onwards (up to March 2027) (2026-10-13)
- Official pages the goal templates cite (2026-10-13)
- Press Note: Written Result of NDA and NA Examination (I) 2026, 8 May 2026 (2026-10-13)
- Press Release: NTA Declares Result of CUET (UG) 2026, 23 June 2026 (2026-10-13)
- Press Release: NTA Declares Result of NEET (UG) 2025, 14 June 2025 (2026-10-13)
- Public interviews and widely reported profiles; not affiliated or endorsed (2026-10-29)
- Public Notice, 27 March 2026: Conduct of Stage-2 of NIFTEE-2026 for Shortlisted Candidates (2026-10-13)
- Public sources of the famous paths (interviews, profiles, official pages) (2026-10-15)
- Rankings as listed on Shiksha, via Campus Binge (2026-10-29)
- Scholarship providers' official pages (2026-10-29)
- Shiksha, via Campus Binge (2026-09-27)
- Syllabus for BITSAT-2026 (2026-10-13)
- Syllabus for JEE (Main) 2026, Paper 1 and Paper 2 (2026-10-13)
- Syllabus for NEET (UG) (NMC-notified), as posted January 2026 (2026-10-13)
- The college's own placement claims, via Campus Binge (2026-09-28)
- The college's own web page (its page summary) (2026-10-29)
- The colleges' own official websites (2026-10-29)
- Union Public Service Commission (official site) (2026-10-29)
- UPSC Programme of Examinations 2027 (as on 20.05.2026) (2026-10-13)
- Wikipedia (2026-10-29)
- campusbingetech/mvp-2: career map, career graph, prompts, scholarships v5.1, sports quota v2.3 (2026-10-15; in this bundle only for role, degree-outcome, stream, skill, salary, community)
- Local cb-mvp-2 checkout: sample paths, salary bands, skill tree, degree → first role map (2026-08-22)
- Bingy's curated data: exams, careers, block library, real paths, world signals (2026-10-15; in this bundle only for career, block-type, path, signal)

## Not here, on purpose

- LinkedIn-derived people rows, names and photos (mvp-2 data/raw): never read.
- Reddit post text (wall.json, verbatim posts in dashboard.json): never written; only counted aggregates.
- campusbinge.in /profiles, /voices/wall, /market/* (auth): not fetched.
- Sports quota *_sample fields (marked made-up in the source): dropped upstream.
- mvp-2 degree → role cells under n = 5: dropped.
- StackSchools / UDISE+ school rows, Puzzles Living PG listings and the study-abroad blocks (StackSchools tuition): held back until reviewed (S14 step 2, D10)

## On this site

- Block pages: /b/{kind}/{slug}
- One block as JSON or Markdown: /api/blocks/{kind}/{slug} (Accept: text/markdown, or ?format=md)