Key electoral insights and analysis for AC 171 - PADMANABHANAGAR
1
CONSTITUENCY SNAPSHOT
Constituency Details
Total Voters
166,440
Assembly Constituency
171 - Padmanabhanagar
Infrastructure
279
Booths
1,634
Sections
Voter Breakdown
48.0%51.9%
79,972
Male
86,453
Female
Others: 15 (0.01%)
15 centenarian voters, including age 125 and age 112, require data-quality
verification.
AC No & Name
:
171 - Padmanabhanagar
Total Booths
:
279
Total Sections
:
1,634
Total Voters
:
1,66,440
Male
:
79,972 (48.0%)
Female
:
86,453 (51.9%)
Others
:
15 (0.01%)
15 centenarian voters, including age 125 and age 112, require data-quality verification.
Special Voter Segments
Senior Citizens (60–80)
38,714
Mother-Dep (M)
4,097
First Time (18–20)
2,228
Super Senior (85+)
1,911
Guardian-Dep (O)
1,471
Overseas Voters
72
Centenarian (100+)
15
First Time Voters (18–20)
2,228
Senior Citizens (60–80)
38,714
Super Senior Citizens (85+)
1,911
Centenarian Voters (100+)
15
Overseas Voters
72
Mother-Dependent (Relation M)
4,097
Guardian-Dependent (Relation O)
1,471
50,290 Priority Electors (30.2% of roll)
Special voter segments requiring doorstep assistance.
Voter Composition
Male
79,972 (48.0%)
Female
86,453 (51.9%)
Others
15 (0.01%)
Total
166,440
Male Voters
79,972 (48.0%)
Female Voters
86,453 (51.9%)
Others / Third Gender
15 (0.01%)
Total Voters
166,440
Sex Ratio: 1,081 • +6,481 FFemale electors exceed male electors across the draft roll.
2
ELECTORAL ROLL CHANGE
2023 Polled
1,59,991
2025 Total Voters
290,304
2026 Total Voters
166,440
Deleted
128,047
Added
4,188
The 2026 SIR Draft is 123,864 voters lower than the 2025 Final Roll —
a 42.7% reduction.
Deleted voters are significantly higher than newly added voters.
Age Group Distribution (2025 vs 2026)
3
ASDDO SUMMARY
Total126,615
Permanently Shifted76,803 (60.66%)
Untraceable / Absent23,917 (18.89%)
EF Refused12,643 (9.99%)
Death11,714 (9.25%)
Already Enrolled1,538 (1.21%)
Nearly 80% of ASDDO cases are linked to permanently shifting or untraceable voters.
EF Refused accounts for 12,643 voters.
Top Booths with Highest EF Refused
4
RELIGION SUMMARY
Total166,440
H/O140,703 (84.54%)
Muslim24,414 (14.67%)
Christian1,323 (0.79%)
Muslim share: 12.12% → 14.67%
Muslim retention: 66.3%
Key Observation
Muslim share increased from 12.12% in 2025 to 14.67% in 2026 SIR Draft.
Retention rate is strong at 66.3%.
Religion Roll Trends (2025 vs 2026)
5
MULTI-ENTRY VOTER ANALYSIS
Total Suspected Duplicate Pairs
1,393
Total Voter Records Involved
2,786
Very High + High Confidence Pairs
306
Strongest Exact-Match Type Pairs
81
Cross-District Booth Pairs
1,328
Most duplicate pairs are across distant booths, requiring careful cross-booth verification.
Duplicate Confidence Breakdown
6
FAMILY GROUPING ANALYSIS
Total Family Groups
7,618
Total Grouped Voters
17,482
Average Family Size
2.29
High Confidence Families
~84%
Families with Missing Anchor
1,387
Age-Gap Validation Failures
1,174
Most family groups are high confidence (~84%), but missing anchors and age-gap anomalies require verification.
Top Family Group Booths (Families vs Voters)
7
LOGICAL DISCREPANCY ANALYSIS
⚠️ Priority Verification Queue
TOTAL FLAGGED RECORDS
47,661
UNMAPPED WITH LAST SIR
34,322 72.0%
Primary Queue
KEY OBSERVATION
72.0% of logical discrepancies are "Unmapped with Last SIR". This should be the first logical-verification work queue.
Reason for Discrepancy Breakdown
Reason for Discrepancy
Count
Share %
Top Logical Discrepancy Reasons
🎯 Top Booths by Key Logical DiscrepancyCross-dataset review priority
Anomaly Reason
Top Concentrated Booths (Booth - Count)
🎯
KEY FOCUS AREAS
-47.65%
Roll Reduction
82,791
Permanently Shifted
47,661
Logical Discrepancies
16
Voters Aged 100+
185
High / Very High Pairs
1,144
Anchor-Missing Families
Actionable Insights
Strategic Priorities, 10-Day Field Plan & Elector Assistance (AC 171)
1
KEY OBSERVATIONS
1
42.7% Roll Contraction
The 2026 SIR Draft has 42.7% fewer voter records than the 2025
Final Roll, requiring detailed booth-level reconciliation.
2
Extreme Deletion in Selected Booths
Some booths (e.g., 103, 104, 112, 109, 209) show 60–69% deletion
rates, far above the constituency average.
3
EF Refused is a Major Issue
12,643 voters are marked EF Refused, needing a separate
verification and outreach approach. This is not the same as death or permanent shifting.
4
Centenarian / Age Anomalies Need Verification
15 voters aged 100 or above (including age 125 in Booth 8 and age
112 in Booth 25) are present in the draft roll. All are marked as Retained.
5
Mobility & Traceability are Dominant Drivers
Nearly 80% of ASDDO cases are due to permanently shifted (60.66%)
or untraceable / absent (18.89%) voters.
6
Issues are Geographically Concentrated
Deletion, additions, refusals and data anomalies are concentrated in specific
booths, making booth-level action essential.
2
KPCC PRIORITY ACTION PLAN
FOCUS | VERIFY | ASSIST | STRENGTHEN
1
Critical Booth Verification
Focus on 28 critical booths, starting with 103, 104, 109, 112, 209, 31, 10, 102,
134, 235.
Analyse deletion, additions, ASDDO reasons and data anomalies section-wise.
2
Deleted - ASDDO Reconciliation
Match every deleted EPIC with ASDDO reason codes.
Classify: Shifted / Untraceable / EF Refused / Death / Already Enrolled / No Match.
Build a consolidated reconciliation dashboard.
3
EF Refused & Untraceable Follow-Up
Create booth-wise lists for EF Refused (12,643) and Untraceable / Absent (23,917).
Identify still-traceable voters and assist through lawful electoral-roll processes.
Run voter-awareness and support outreach in high-refusal booths.
4
High Addition Review
Verify top addition booths (187, 188, 108, 218, 201) and the 185–193 cluster.
Understand whether additions are new 18–20 voters, shifted-in voters, new residential development or
corrections.
5
Duplicate & Data Anomaly Verification
Review 306 high/very high confidence duplicate pairs (start with 81 very high).
Verify all 15 voters aged 100+ (including age 125 and 112).
Check family-anchor gaps and retained-status mismatches.
6
Booth Ownership & Monitoring
Assign responsible team/person for each priority booth.
Track verification progress with clear KPIs.
Review at constituency and district level with weekly updates.
3
10-DAY EXECUTION PLAN – HIGH LEVEL SUMMARY
FROM ANALYSIS TO ACTION IN 10 DAYS
1Day 1Data freeze & booth prioritisation
➔
2Day 2Deleted-ASDDO reconciliation
➔
3Day 3Critical booth review (top deletion booths)
➔
4Day 4EF Refused special review
➔
5Day 5Age 100+ & data anomaly verification
➔
6Day 6High addition booth review
➔
7Day 7Duplicate verification
➔
8Day 8Family-based verification
➔
9Day 9Booth-level consolidation
➔
10Day 10Leadership review & final dashboard
4
EXPECTED OUTCOMES
Clear understanding
of genuine vs. erroneous deletions
Assistance to eligible voters
through lawful processes
Clean and reliable
voter data for future elections
Stronger booth-level
organisation and voter connect
5
OUR COMMITMENT
“
Every eligible voter must have a fair opportunity to be counted. With accurate data, strong organisation
and people’s participation, we can build a more inclusive and stronger Karnataka.
– KARNATAKA PRADESH CONGRESS COMMITTEE (KPCC)
MLA Candidate Detailed Summary
Confidential Candidate Analytics & 15-Point Field War Room Strategy
CONFIDENTIAL WAR ROOM INTELLIGENCE
1
CONSTITUENCY OVERVIEW & POLITICAL LANDSCAPE
AC PROFILE & STRATEGIC CONTEXT
WAR ROOM STRATEGIC INTELLIGENCE BRIEF
AC PROFILEPRIORITY FIELD ENGAGEMENT
Loading constituency profile & political dynamics...
Administrative District—Zilla Jurisdiction
Parliamentary PC—Lok Sabha Constituency
Polling Stations—2026 Booth Universe
Total Electorate—2026 SIR Draft Roll
Gender Sex Ratio—Females per 1,000 Males
Net Contraction—2025 Final vs 2026 Draft
Station Density—Avg Electors / Station
Critical High-Risk—High Deletion Attention
Male Electors
50.7%1,16,420 Voters
Constituency Gender Balance973 F / 1000 M
Female Electors
49.3%1,13,291 Voters
2
PREVIOUS ELECTION OBSERVATION (2013, 2018, 2023)
HISTORICAL MARGIN & TURNOUT TRENDS
Historical Assembly Election Results Table
Detailed vote tallies, victory margins, and voter turnout
Election
Winner Candidate
Party
Winner Votes
Runner-up Candidate
Party
Runner-up Votes
Margin
Turnout
POLITICAL TREND ANALYSIS
Strategic Takeaway for Candidate
—
WAR ROOM FIELD MANDATE
Actionable Directive for Candidate
—
Electoral Vote & Margin Trajectory
Visual trend across 2013, 2018 & 2023 elections
3
ELECTORAL ROLL SUMMARY - 2025 vs 2026
ROLL CONTRACTION & DYNAMICS
Gross Roll Dynamics & Gender Breakdown
2025 Final Roll:—
2026 SIR Draft:—
Net Reduction:—
Male Electors (2026):—
Female Electors (2026):—
Sex Ratio:—
📋Electoral Roll Dynamics:
Gross roll contracted sharply in the 2026 draft. Re-enrolment and booth verification remain key priorities.
2025 Final vs 2026 SIR Draft Roll
4
SIR STATUS ANALYSIS & ACTION QUEUE
RETAINED vs DELETED vs ADDED
EPIC Status Workstreams
Retained EPICs:—
Deleted EPICs:—
Added EPICs:—
ASDDO Matched:—
🚨Action Directive:
Deletion-dominant environment requires targeted booth-level verification using Form 6 / 8 to restore eligible deleted voters.
SIR Status Distribution
5
RELIGION-WISE TOP BOOTHS & ADDITIONS - SIR
COMMUNITY CONCENTRATION & ADDITIONS
Top Muslim Concentrated Booths
Booth
Electors
Share %
Top Added Booths by Community
Religion
Top Added Booths (Booth - Count)
Community Voter Share
6
CRITICAL SIR BOOTH ANALYSIS (HIGH DELETION)
PRIORITY RECONCILIATION QUEUE
Ranked Critical Deletion Polling Stations
Booth
2025
2026
Deleted
Del %
Top Deletion Polling Stations
7
HIGH ADDITION BOOTH ANALYSIS
NEW ENROLMENTS & GROWTH POCKETS
Concentrated Growth Polling Stations
Booth
2026 Voters
Added
Add %
Cluster Type
Top High-Addition Polling Stations
8
SUPER SENIOR / AGE ANOMALY ANALYSIS
85+ & 100+ ELECTOR ASSISTANCE
Elderly Voter Universe & Centenarian Alerts
Super Seniors (85+):—
Centenarians (100+):—
Oldest Recorded Age:—
Status in Draft Roll:All Retained
—
Senior Citizen Segments
9
OVERSEAS ELECTOR ANALYSIS (SECTION 999)
NRI & OVERSEAS VOTERS
Total Overseas Electors🌐
—
Booths Spread📍
—
Top Concentration Booths🎯
—
📮Overseas Voter Directives:
Maintain separate contact lists for Section 999 electors. Verify Form 6A submissions and assist with postal voting / proxy enrolment guidelines.
10
MULTI-ENTRY VOTER ANALYSIS (SUSPECTED DUPLICATES)
CROSS-BOOTH DEDUPLICATION
Duplicate Pairs & Confidence Levels
Total Duplicate Pairs:—
Records Involved:—
Very High / High Confidence:—
Distant Booth Pairs:—
🔍Duplicate Verification Notice:
Most suspected duplicate pairs are across distant booths. Cross-booth verification must begin with the Very High and High confidence pairs.
Confidence Level Breakdown
11
FAMILY GROUPING ANALYSIS (HOUSEHOLD LEVEL)
HOUSEHOLD CLUSTERING & ANCHORS
Household Aggregation Metrics
Total Family Groups:—
Grouped Voters:—
Avg Family Size:—
High Confidence Match:—
Anchor-Missing Families:—
Age-Gap Failures:—
🏠Household Strategy:
Most family groups show high confidence. Prioritize anchor-missing households and age-gap anomalies during door-to-door voter connect.
Family Size Distribution
12
ASDDO ANALYSIS (REASON-CODED DELETIONS)
SHIFTED, UNTRACEABLE & REFUSED
ASDDO Deletion Breakdown
Permanently Shifted:—
Untraceable / Absent:—
EF Refused:—
Death:—
Already Enrolled:—
⚡EF Refused Priority:
EF Refused voters represent living citizens who refused enumeration forms. Deploy BLA-2s with Form 6 to assist and re-enrol them.
ASDDO Category Proportions
13
LOGICAL DISCREPANCY ANALYSIS (DATA EXCEPTIONS)
UNMAPPED & DATA ANOMALIES
Priority Discrepancy Workstreams
Total Flagged Records:—
Unmapped with Last SIR:—
Primary Queue Share:—
🔍Analytical Notice:
Logical flags are data exceptions and not proof of invalidity. Use them to guide BLO verification and cross-dataset reconciliation.