BMC Exit Poll Accuracy — Validated by Final Results Pleased to share that the Exit Poll by Rudra Research & Analytics for the Brihanmumbai Municipal Corporation (BMC) closely matched the final results—both in seat count and vote share. Ground-based data collection, rigorous analysis, an experienced team, and a disciplined research methodology made the difference. Grateful to Lokshahi Marathi for responsibly amplifying data-driven insights. Trust. Accuracy. Ground Reality. @LokshahiMarathi @rudra_research1 @vishal82patil #BMCExitPoll #PollAccuracy #MumbaiPolitics #ElectionAnalysis #DataDriven

Once again, proud to share that Rudra Research & Analytics delivered a credible and accurate Exit Poll across the majority of Maharashtra municipal elections. Despite limited time and resources, our ground-based research, rigorous data analysis, and experienced team stood validated by the final results. We are grateful to our media partner Lokshahi Marathi for responsibly amplifying data-driven and factual election insights. Trust. Accuracy. Ground Reality. @LokshahiMarathi @vishal82patil @rudra_research1 #ExitPoll2026 #MaharashtraPolitics #PollAccuracy #MunicipalElectionResults

BMC Exit Poll Accuracy Validated by Final Results Rudra Research & Analytics delivered a highly accurate Exit Poll for the Brihanmumbai Municipal Corporation (BMC), closely matching the final results in both seat count and vote share percentages. Our projections mirrored the actual outcomes, reinforcing the importance of ground-based data collection, disciplined data analysis, and a proven research methodology. Despite limited time and constrained resources, a structured, selectively chosen ward-level research framework, demographic weighting, and multi-layer validation enabled us to capture both seat outcomes and percentage trends with a high degree of accuracy. We are grateful to our Media Partner – Lokshahi Marathi for responsibly amplifying data-driven and factual election insights. Trust. Accuracy. Ground Reality. @LokshahiMarathi @vishal82patil @VishalSLingayat #RudraResearch #BMCExitPoll #PollAccuracy #MumbaiPolitics #ElectionAnalysis #DataDrivenInsights #PoliticalResearch #GroundReality #MunicipalElections

Rudra Research & Analytics once again delivers a credible and accurate Exit Poll across a majority of Municipal Corporations in Maharashtra. Despite limited time and constrained resources, our ground-based research, transparent methodology, and disciplined data analysis stood validated by the final election outcomes. Performance Highlights • 10 Municipal Corporations where final results were within or very close to projected ranges • 11 Municipal Corporations where we correctly assessed the majority mark and governing control • 7 Municipal Corporations where the political direction and leading party were accurately identified This performance reinforces the importance of on-ground data, realistic projections, and methodological integrity in electoral research. We sincerely thank our Media Partner – Lokshahi Marathi for responsibly amplifying data-driven and credible election insights. Trust. Accuracy. Ground Reality. @LokshahiMarathi @vishal82patil #RudraResearch #ExitPoll2026 #MaharashtraPolitics #ElectionAnalysis #PoliticalResearch #DataDrivenInsights #MunicipalCorporationElections #GroundReality #PollAccuracy

🔍 Accuracy isn’t claimed. It’s proven. #CnxPoll has consistently forecast major trends across states — with ground data AI insight. 📊 See the record: cnxpoll.com/CnxPoll 📩 Contact: sales@cnxdatalab.com #CnxPoll #Election2024 #DataDrivenPolitics #PollAccuracy

Absolutely! 😂 Jon Stewart nailed it—pollsters just can’t get us right. It’s frustrating how they overlook the true voice of hardworking Americans. Did you know that in the 2022 midterms, many polls missed key Republican gains by up to 7%? It’s time we demand accurate representation and show pollsters the real strength of the conservative movement. Let’s keep pushing back and make sure our voices are heard loud and clear! 🇺🇸💪 #PollAccuracy #BlueCollarPride #TruthMatters #ConservativeStrong

2024 New Hampshire GE - UNH, 10/29-11/2, 2814LV Fairweighted Poll: 🔵Harris 50% ( 4) 🔴Trump 46% PollFair Weighting: R 8 UNH Weighting: R 4 Original Poll: Harris 51% ( 5) Trump 46% 2020 Election Result: Biden 8 #NewHampshireElection2024 #FairPolling #NHPolitics #NH2024Elections #ElectionIntegrity #NewHampshirePolls #PoliticalAnalysis #NHGeneralElection #PollAccuracy #ElectionData #Trump #Harris #Republican #Democrat #President

2024 Ohio Senate GE - Emerson, 10/30-11/2, 900LV Fairweighted Poll: 🔴Moreno 48% ( 2) 🔵Brown 46% PollFair Weighting: R 8 Emerson Weighting: R 8 Original Poll: Moreno 48% ( 3) Brown 45% #OhioElection2024 #FairPolling #OHPolitics #OH2024Elections #ElectionIntegrity #OhioPolls #PoliticalAnalysis #OHGeneralElection #PollAccuracy #ElectionData #Brown #Moreno #Republican #Democrat #Senate

2024 Ohio GE - Emerson, 10/30-11/2, 900LV Fairweighted Poll: 🔴Trump 54% ( 12) 🔵Harris 42% PollFair Weighting: R 8 Emerson Weighting: R 8 Original Poll: Trump 54% ( 12) Harris 42% 2020 Election Result: Trump 8 #OhioElection2024 #FairPolling #OHPolitics #OH2024Elections #ElectionIntegrity #OhioPolls #PoliticalAnalysis #OHGeneralElection #PollAccuracy #ElectionData #Harris #Trump #Republican #Democrat #President

2024 Arizona Senate GE - AtlasIntel, 11/1-11/2, 967LV Fairweighted Poll: 🔵Gallego 48% ( 1) 🔴Lake 47% PollFair Weighting: R 7 AtlasIntel Weighting: R 9 Original Poll: Lake 49% ( 2) Gallego 47% #ArizonaElection2024 #FairPolling #AZPolitics #AZ2024Elections #ElectionIntegrity #ArizonaPolls #PoliticalAnalysis #AZGeneralElection #PollAccuracy #ElectionData #Lake #Gallego #Republican #Democrat #Senate

2024 Arizona GE - AtlasIntel, 11/1-11/2, 967LV Fairweighted Poll: 🔴Trump 51% ( 4) 🔵Harris 47% PollFair Weighting: R 7 AtlasIntel Weighting: R 9 Original Poll: Trump 52% ( 6) Harris 46% 2020 Election Result: Biden 0.3 #ArizonaElection2024 #FairPolling #AZPolitics #AZ2024Elections #ElectionIntegrity #ArizonaPolls #PoliticalAnalysis #AZGeneralElection #PollAccuracy #ElectionData #Trump #Harris #Republican #Democrat #President

2024 Arizona GE - Siena (NYTimes), 10/25-11/2, 1025LV Fairweighted Poll: 🔴Trump 50% ( 5) 🔵Harris 45% PollFair Weighting: R 7 Siena (NYTimes) Weighting: R 5 Original Poll: Trump 49% ( 4) Harris 45% 2020 Election Result: Biden 0.3 #ArizonaElection2024 #FairPolling #AZPolitics #AZ2024Elections #ElectionIntegrity #ArizonaPolls #PoliticalAnalysis #AZGeneralElection #PollAccuracy #ElectionData #Trump #Harris #Republican #Democrat #President

2024 Arizona Senate GE - Emerson, 10/24-10/29, 900LV Fairweighted Poll: 🔵Gallego 49% ( 2) 🔴Lake 47% PollFair Weighting: R 7 Emerson Weighting: R 4 Original Poll: Gallego 50% ( 5) Lake 45% #ArizonaElection2024 #FairPolling #AZPolitics #AZ2024Elections #ElectionIntegrity #ArizonaPolls #PoliticalAnalysis #AZGeneralElection #PollAccuracy #ElectionData #Lake #Gallego #Republican #Democrat #Senate

2024 Arizona GE - Emerson, 10/24-10/29, 900LV Fairweighted Poll: 🔴Trump 52% ( 5) 🔵Harris 47% PollFair Weighting: R 7 Emerson Weighting: R 4 Original Poll: Trump 50% ( 2) Harris 48% 2020 Election Result: Biden 0.3 #ArizonaElection2024 #FairPolling #AZPolitics #AZ2024Elections #ElectionIntegrity #ArizonaPolls #PoliticalAnalysis #AZGeneralElection #PollAccuracy #ElectionData #Trump #Harris #Republican #Democrat #President

2024 Georgia GE - InsiderAdvantage, 11/2-11/3, 800LV Fairweighted Poll: 🔴Trump 49% ( 1) 🔵Harris 48% PollFair Weighting: R 4 InsiderAdvantage Weighting: R 4 Original Poll: Trump 49% ( 1) Harris 48% 2020 Election Result: Biden 0.2 #GeorgiaElection2024 #FairPolling #GAPolitics #GA2024Elections #ElectionIntegrity #GeorgiaPolls #PoliticalAnalysis #GAGeneralElection #PollAccuracy #ElectionData #Harris #Trump #Republican #Democrat #President

2024 National GE - Marist, 10/31-11/2, 1297LV Fairweighted Poll: 🔵Harris 50% ( 2) 🔴Trump 48% PollFair Weighting: D 1 Marist Weighting: D 4 Original Poll: Harris 51% ( 4) Trump 47% 2020 Election Result: Biden 4 #Election2024 #FairPolling #Politics #2024Elections #ElectionIntegrity #Polls #PoliticalAnalysis #GeneralElection #PollAccuracy #ElectionData #Trump #Harris #Republican #Democrat #President

2024 Georgia GE - Siena (NYTimes), 10/24-11/2, 1004LV Fairweighted Poll: 🔴Trump 51% ( 4) 🔵Harris 47% PollFair Weighting: R 4 Siena Weighting: D 1 Original Poll: Harris 48% ( 1) Trump 47% 2020 Election Result: Biden 0.2 #GeorgiaElection2024 #FairPolling #GAPolitics #GA2024Elections #ElectionIntegrity #GeorgiaPolls #PoliticalAnalysis #GAGeneralElection #PollAccuracy #ElectionData #Harris #Trump #Republican #Democrat #President

2024 Georgia GE - Emerson, 10/24-10/29, 800LV Fairweighted Poll: 🔴Trump 50% ( 1) 🔵Harris 49% PollFair Weighting: R 4 Emerson Weighting: R 4 Original Poll: Trump 50% ( 1) Harris 49% 2020 Election Result: Biden 0.2 #GeorgiaElection2024 #FairPolling #GAPolitics #GA2024Elections #ElectionIntegrity #GeorgiaPolls #PoliticalAnalysis #GAGeneralElection #PollAccuracy #ElectionData #Harris #Trump #Republican #Democrat #President

2024 North Carolina Governor GE - AtlasIntel, 11/1-11/2, 1310LV Fairweighted Poll: 🔵Stein 52% ( 10) 🔴Robinson 42% PollFair Weighting: R 3 AtlasIntel Weighting: R 1 Original Poll: Stein 52% ( 11) Robinson 41% #NorthCarolinaElection2024 #FairPolling #NCPolitics #NC2024Elections #ElectionIntegrity #NorthCarolinaPolls #PoliticalAnalysis #NCGeneralElection #PollAccuracy #ElectionData #Stein #Robinson #Republican #Democrat #Governor

2024 North Carolina GE - AtlasIntel, 11/1-11/2, 1310LV Fairweighted Poll: 🔴Trump 52% ( 5) 🔵Harris 47% PollFair Weighting: R 3 AtlasIntel Weighting: R 1 Original Poll: Trump 51% ( 4) Harris 47% 2020 Election Result: Trump 1 #NorthCarolinaElection2024 #FairPolling #NCPolitics #NC2024Elections #ElectionIntegrity #NorthCarolinaPolls #PoliticalAnalysis #NCGeneralElection #PollAccuracy #ElectionData #Harris #Trump #Republican #Democrat #President