Where BSP is strong, where it is slipping, and what the evidence will and will not support
Audited Baseline 2026-09-28 · v2.9.2
Updated: --
Masthead: illustration, not a photograph of an event
The one-page position
Every count below starts from the official results for 2012, 2017 and 2022 across all 403 constituencies. Some groupings (core base, structural strength, leakage, confidence) are readings from the earlier analysis engine, carried forward and marked EARLIER ANALYSIS, not fresh measurements. Nothing here predicts a winner. Where a number is an estimate or depends on an assumption you supply, it says so on the face of it.
BEFORE THE MAP MOVES
What I understood
Facts, counts and lists are computed from the 403 constituency records on the spot — worked
out from the data, not guessed, and marked From the verified record. Questions that need judgement
(why, what to do, strategy, caste combinations) or the latest news are answered by the AI engines from this
project's own data and the reviewed news desk, and are marked AI analysis or Reviewed news.
Daily Intelligence Brief & Live Desk
News reviewed by the AI engine before it is shown.
LIVE DESK
Scheduled: 06:00 IST
Filter Media:
Rival parties — what they are doing
AI-reviewed news about other parties; summaries are AI-written.
RIVAL WIRE
Ask a question
Each question is answered from the data on screen. Selecting one filters the map and
writes the answer in words below.
Answer
Strongest ground
Constituencies where BSP's own vote has held up best against the party's statewide fall.
Where BSP decided the result without winning
BSP's 2022 vote was larger than the gap between the winner and the runner-up.
Uttar Pradesh
Structural strength
Quick Layers:
📍 Jump:
Select any seat for full dossier · Double-click to zoom district
2012BSP statewide 25.91%
Exploratory layer. 318 of 403 constituencies are not statistically
significant on this test. No corridor or neighbourhood claim may be drawn from this map.
🗺️ Map Layers
Every constituency currently on the map, as a table
Change what the colours show
Every measure in the system, grouped and explained. Nothing has been removed.
Refine which constituencies are shown
Leave anything on “All” to keep every constituency. Your choices appear as
removable tags above the map.
Where
How BSP stands
The contest
How much to trust it
12.9%
📺 ABP News & News24
Ground & Show Analysis
Constituency-level analysis from ABP's Vishal Vishleshan and district public opinion from News24's Mahaul Kya Hai.
Seats Covered
104 / 403
Districts Covered
9 / 75
ℹ️Claims made by the shows, not verified by UP403. Numbers are checked against official 2022 results where possible.
District:
Party Mentioned:
Who stands, who returns, who crosses over
Built from the constituency candidate archive for 2012, 2017 and 2022 — every candidate, their
party, their result, whether they had held a seat before, and whether they had come across from another party.
Every BSP candidate change between consecutive elections is measured here.
🏛️
Prospective Leaders & Strategic Talent Registry
1,239 Leaders
4-Tier comprehensive political intelligence across State Leadership (84), 18 Mandals (Divisions), 75 Districts, and 403 Assembly Constituencies. Complete with ECI affidavits, criminal case records, asset disclosures, and 2027 coalition viability.
Loading leaders...
1 / 1
Does changing the candidate change the vote?
Strong ground where BSP has changed its candidate every time
BSP fielded a different person at all three elections in these constituencies, and
never went back to anyone. Listed strongest first, so the top of this list is where the party has
the most to hold and the least continuity holding it.
Repeat winners
People who have won the same constituency more than once since 2012, whatever their party.
Candidates who changed party
Every candidate flagged in the archive as having contested under a different banner from
the one they last stood for, with what happened to them. Searchable and sortable.
What this section cannot tell you
Candidate caste — what is known, what is not
The assembly as elected
The line this register does not cross
The per-seat register
One row per candidate entry — each constituency's 2022 winner, BSP's candidate and other
main candidates. Every entry carries its evidence tier and where it came from.
How firm each entry is
What actual voter surveys show
BSP's 2022 candidates by community: how they performed, not how anyone voted
Districts & Regional Intelligence Hub
Comprehensive leadership dossiers for all 75 Districts across 18 Administrative Divisions with rolled-up caste arithmetic, priority tiers, and live ground signals.
How this register works — and what it is not
The daily reviewed news desk
Rankings, watchlists and briefing packs
A ranking is only as good as the priorities behind it. This page makes those priorities explicit
and lets you change them — the order on screen always shows the weights that produced it.
Build a ranking from your own priorities EARLIER ANALYSIS
You set the weights. The system supplies none. Change a weight and the order changes.
This is a ranking under stated assumptions, not a prediction and not a target list.
Ranked by
CAMPAIGN PLANNING TOOL · M4.7
Campaign Target-List Planner
Capacity-bounded campaign stops ranked by strategic leverage across close seats.
9(of 15 pool districts)
Remaining Pool Districts (6)
Saved lists
Pin constituencies on the map, name the group, and it is kept on this machine.
Briefing packs
Printable A4 briefs. Use your browser's “Save as PDF” in the print dialogue.
How regions differ inside themselves
This is regional health and internal mix — not a regional forecast. A regional vote
share here is total party votes divided by total valid votes, never an average of constituency percentages.
A strong regional average with a wide spread means a divided region, not a uniform one. Which way a region
swings does not carry over to the next election (r = −0.21 by district, −0.24 by region), so these figures
must not be projected forward. Select any row to zoom the map to it.
Mission 200+ seat targeting, announced candidates, and the media narrative room.
How to read this — and where it stops
Everything that could mislead a reader is written down here rather than left implicit.
Share this view
The code below reproduces exactly what is on screen — measure, filters, region, selection,
scenario and weights. Paste it into the box on another machine and press Restore.
Compare
—
Side by side
—
Strategy Map Answer
Leader Profile
PARTY
LEADERSHIP TRACKER · 63 DOCUMENTED DEPARTURES
Who Left BSP
Hand-normalised from official records & verified tracking. Raw area text preserved without unverified seat mapping.
⚖️Counter Definitions — Two Distinct Political Categories (Never Blended):
LEFT44 Leaders
Voluntary resignation, cross-voting, ticket denial, or party departure recorded without formal disciplinary expulsion.
EXPELLED19 Leaders
Explicit disciplinary expulsion or formal suspension recorded in party orders.
APPOINTED1 Appointment
Key leadership appointments and structural reorganisations announced by BSP high command.
PROSPECT1,239 Leaders
Constituency & district leader linkage, candidate aspirants, and sitting MLAs from CANDIDATE_FIT_LINKAGE.
Flow by Destination Party
Click any party to filter the list
Departures by Year Band
Confirmed dates separated from unconfirmed — no false precision
🔍
Showing departures
PRISM × ATLAS / SOURCE-BOUND LENS
Viewer Tool
HISTORICAL PRECEDENT CALIBRATION · M4.2
Calibrated Scenarios
Labelled historical presets anchored to real precedents. Never an invented swing or win probability.
Permanent boundary:rivals held at 2022. Real rivals would react. These scenarios bound what is arithmetically in reach, nothing more.
Choose a calibrated preset:
THREE-WAY / MULTI-CORNERED MODELLING · M4.8
Three-Way Contest Analysis
Fragmentation dynamics, close multi-cornered seats, symbolic candidacies, and the 2002 precedent.
YOUTUBE IN-APPSourceDate
Video Title
Strategic & Ground Key Takeaways
Source video curated and verified by UP403 Media Intelligence.Open on YouTube ↗
📺Related Regional Ground Broadcasts
🎨
बहुजन प्रचार पोस्टर एवं विज़ुअल स्टूडियो (AI Campaign Studio)