AC_Number,Constituency_Name_EN,Constituency_Name_GU,District,Region_Zone,Cluster_ID,Cluster_Name,Is_Epicenter,Epicenter_Role_And_Mandi_Hub,Cluster_Epicenter_Seat,Cluster_All_Member_Seats,Outgoing_Wave_Destinations,Incoming_Wave_Origins,Wave_And_Cluster_Logic,Strategic_Classification,Winner_2022_Party,Winner_2022_MLA,Winner_2022_Margin_Percent,INC_Vote_Share_2022_Percent,BJP_Vote_Share_2022_Percent,AAP_Vote_Share_2022_Percent,Other_Vote_Share_2022_Percent,Opposition_Fragmentation_Analysis,Winner_2017_Party,Winner_2017_MLA,Winner_2017_Margin_Percent,Winner_2012_Party,Winner_2012_MLA,Winner_2012_Margin_Percent,Winner_2007_Party,Winner_2007_MLA,Winner_2007_Margin_Percent,Swing_2007_to_2012_Percent,Swing_2012_to_2017_Percent,Swing_2017_to_2022_Percent,Multi_Cycle_Historical_Summary 1,"Abdasa","અબડાસા","Kutch","Saurashtra & Kutch",0,"Kutch Western Coastal & Frontier Arc","NO (Cluster Member Seat)","Connected member seat relying on Bhuj commercial hub","Bhuj (AC #3)","Abdasa (AC #1); Mandvi (AC #2); Bhuj (AC #3)","Terminal Wave Absorber (Extremity Node — political waves terminate here)","Autonomous Local Anchor (No incoming vector)","Arid western maritime frontier and pastoral ecosystem. Dryland livestock herding, salt panning, and coastal trade bind these seats. Bhuj functions as the commercial, administrative, and transport epicenter for western Kutch.","INC Core Base (≥30%) | BJP Fortress (≥50%) | Multi-Cycle Swing Seat","BJP","Jadeja Pradhyumansinh Mahipatsinh","5.9%","44.16%","50.05%","1.06%","4.74%","RESILIENT CADRE BASE: Congress retained solid 44.2% vote share despite adverse statewide wave","INC","Jadeja Pradhyumansinh Mahipatsinh","6.6%","INC","Chhabilbhai Naranbhai Patel","5.3%","BJP","Jayantilal Parsottam Bhanushali","11.4%","-16.7% (INC Gain)","-1.3% (INC Gain)","+12.5% (BJP Gain)","2007: BJP (11.4%) -> 2012: INC (5.3%) -> 2017: INC (6.6%) -> 2022: BJP (5.9%)" 2,"Mandvi","માંડવી","Kutch","Saurashtra & Kutch",0,"Kutch Western Coastal & Frontier Arc","NO (Cluster Member Seat)","Connected member seat relying on Bhuj commercial hub","Bhuj (AC #3)","Abdasa (AC #1); Mandvi (AC #2); Bhuj (AC #3)","Terminal Wave Absorber (Extremity Node — political waves terminate here)","Autonomous Local Anchor (No incoming vector)","Arid western maritime frontier and pastoral ecosystem. Dryland livestock herding, salt panning, and coastal trade bind these seats. Bhuj functions as the commercial, administrative, and transport epicenter for western Kutch.","BJP Fortress (≥50%) | AAP Spoiler / Fracture","BJP","Aniruddha Bhailal Dave","28.9%","25.15%","54.07%","13.65%","7.15%","HIGH OPPOSITION FRACTURE: AAP secured 13.7% vote share, dividing anti-incumbency votes","BJP","Jadeja Virendrasinh Bahadursinh","5.7%","BJP","Chheda Tarachand Jagashi","6.1%","BJP","Senghani Dhanjibhai (Alias Mangal) Govindbhai","4.7%","+1.4% (BJP Gain)","-0.4% (INC Gain)","+23.2% (BJP Gain)","2007: BJP (4.7%) -> 2012: BJP (6.1%) -> 2017: BJP (5.7%) -> 2022: BJP (28.9%)" 3,"Bhuj","ભુજ","Kutch","Saurashtra & Kutch",0,"Kutch Western Coastal & Frontier Arc","YES (Primary Epicenter Hub)","Bhuj Commercial & APMC Trading Hub (District Headquarters, transport nodal junction for western Kutch)","Bhuj (AC #3)","Abdasa (AC #1); Mandvi (AC #2); Bhuj (AC #3)","Terminal Wave Absorber (Extremity Node — political waves terminate here)","Anjar (AC #4) [Correlation: 0.99]; Gandhidham (AC #5) [Correlation: 0.77]","Arid western maritime frontier and pastoral ecosystem. Dryland livestock herding, salt panning, and coastal trade bind these seats. Bhuj functions as the commercial, administrative, and transport epicenter for western Kutch. Serves as the nodal price-discovery and political gravity center for all surrounding rural constituencies in Cluster 0.","BJP Fortress (≥50%)","BJP","Keshubhai Shivdas Patel","33.8%","20.80%","54.64%","4.56%","19.94%","BJP DOMINANCE: Winner secured 54.6% vote share","BJP","Acharya Dr.Nimaben Bhaveshbhai","8.4%","BJP","Dr.Nimaben Aacharya","5.8%","BJP","Ahir Vasanbhai Gopalbhai","16.2%","-10.4% (INC Gain)","+2.6% (BJP Gain)","+25.4% (BJP Gain)","2007: BJP (16.2%) -> 2012: BJP (5.8%) -> 2017: BJP (8.4%) -> 2022: BJP (33.8%)" 4,"Anjar","અંજાર","Kutch","Saurashtra & Kutch",1,"Kutch Eastern Port & Industrial Corridor","NO (Cluster Member Seat)","Connected member seat relying on Rapar commercial hub","Rapar (AC #6)","Anjar (AC #4); Gandhidham (AC #5); Rapar (AC #6)","Bhuj (AC #3) [Correlation: 0.99]","Autonomous Local Anchor (No incoming vector)","Major port logistics, industrial Free Trade Zone, and timber corridor along NH-41 connecting Kandla and Mundra ports. Heavy non-local industrial migrant labor and port workers synchronize political concerns. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Bhuj.","INC Core Base (≥30%) | BJP Fortress (≥50%)","BJP","Chhanga Trikam Bijal","21.8%","35.51%","57.34%","4.24%","2.86%","RESILIENT CADRE BASE: Congress retained solid 35.5% vote share despite adverse statewide wave","BJP","Ahir Vasanbhai Gopalbhai","7.4%","BJP","Ahir Vasanbhai Gopalbhai","3.4%","BJP","Acharya Neemaben Bhaveshbhai","11.5%","-8.0% (INC Gain)","+4.0% (BJP Gain)","+14.4% (BJP Gain)","2007: BJP (11.5%) -> 2012: BJP (3.4%) -> 2017: BJP (7.4%) -> 2022: BJP (21.8%)" 5,"Gandhidham","ગાંધીધામ","Kutch","Saurashtra & Kutch",1,"Kutch Eastern Port & Industrial Corridor","NO (Cluster Member Seat)","Connected member seat relying on Rapar commercial hub","Rapar (AC #6)","Anjar (AC #4); Gandhidham (AC #5); Rapar (AC #6)","Bhuj (AC #3) [Correlation: 0.77]","Rapar (AC #6) [Correlation: 0.54]","Major port logistics, industrial Free Trade Zone, and timber corridor along NH-41 connecting Kandla and Mundra ports. Heavy non-local industrial migrant labor and port workers synchronize political concerns. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Bhuj.","INC Core Base (≥30%) | BJP Fortress (≥50%)","BJP","Malti Kishor Maheshwari","25.5%","30.92%","56.38%","9.98%","2.72%","RESILIENT CADRE BASE: Congress retained solid 30.9% vote share despite adverse statewide wave","BJP","Maheshwari Malti Kishor","13.7%","BJP","Maheshwari Ramesh Vachchhraj","15.4%","BJP","Acharya Neemaben Bhaveshbhai","11.5%","+26.9% (BJP Gain)","-1.7% (INC Gain)","+11.8% (BJP Gain)","2007: BJP (11.5%) -> 2012: BJP (15.4%) -> 2017: BJP (13.7%) -> 2022: BJP (25.5%)" 6,"Rapar","રાપર","Kutch","Saurashtra & Kutch",1,"Kutch Eastern Port & Industrial Corridor","YES (Primary Epicenter Hub)","Gandhidham / Kandla Port Commercial Hub (Maritime export logistics and timber/machinery trade center)","Rapar (AC #6)","Anjar (AC #4); Gandhidham (AC #5); Rapar (AC #6)","Gandhidham (AC #5) [Correlation: 0.54]","Autonomous Source (Primary Epicenter — generates political momentum)","Major port logistics, industrial Free Trade Zone, and timber corridor along NH-41 connecting Kandla and Mundra ports. Heavy non-local industrial migrant labor and port workers synchronize political concerns. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Gandhidham.","INC Core Base (≥30%) | AAP Spoiler / Fracture | Razor-Thin Battleground (≤5%) | Direct Flippable Target (INC+AAP > BJP) | Multi-Cycle Swing Seat","BJP","Virendrasinh Bahadursinh Jadeja","0.4%","47.05%","47.46%","1.73%","3.77%","ARITHMETIC OPPOSITION FLIP: BJP won by 0.4%, but combined INC (47.0%) + AAP (1.7%) = 48.8% exceeds BJP (47.5%)","INC","Aarethiya Santokben Bhachubhai","12.1%","BJP","Patel Vaghajibhai Dharamshibhai","7.8%","INC","Gada(Shah) Babubhai Meghji","6.1%","+13.8% (BJP Gain)","-19.9% (INC Gain)","+12.5% (BJP Gain)","2007: INC (6.1%) -> 2012: BJP (7.8%) -> 2017: INC (12.1%) -> 2022: BJP (0.4%)" 7,"Vav","વાવ","Banaskantha","North Gujarat",2,"Banaskantha Desert Border","NO (Cluster Member Seat)","Connected member seat relying on Tharad commercial hub","Tharad (AC #8)","Vav (AC #7); Tharad (AC #8); Deodar (AC #14)","Deodar (AC #14) [Correlation: 0.34]","Tharad (AC #8) [Correlation: 0.81]","Northern desert border agrarian belt reliant on Narmada branch canals. Mustard, cumin, and dryland pearl millet farming dominate. Farmer anxiety over canal water rotation and border haat trade unifies voter priorities. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Deodar.","INC Core Base (≥30%) | Multi-Cycle Swing Seat","INC","Thakor Geniben Nagaji","7.0%","46.07%","39.06%","0.72%","14.18%","RESILIENT CADRE BASE: Congress retained solid 46.1% vote share despite adverse statewide wave","INC","Thakor Geniben Nagaji","3.2%","BJP","Shankarbhai Lagdhirbhai Patel (Chaudhary)","6.8%","BJP","Patel Parbatbhai Savabhai","27.2%","-20.4% (INC Gain)","-10.0% (INC Gain)","-3.8% (INC Gain)","2007: BJP (27.2%) -> 2012: BJP (6.8%) -> 2017: INC (3.2%) -> 2022: INC (7.0%)" 8,"Tharad","થરાદ","Banaskantha","North Gujarat",2,"Banaskantha Desert Border","YES (Primary Epicenter Hub)","Tharad APMC Mandi (Major northern frontier cash crop and mustard trading hub)","Tharad (AC #8)","Vav (AC #7); Tharad (AC #8); Deodar (AC #14)","Vav (AC #7) [Correlation: 0.81]","Autonomous Source (Primary Epicenter — generates political momentum)","Northern desert border agrarian belt reliant on Narmada branch canals. Mustard, cumin, and dryland pearl millet farming dominate. Farmer anxiety over canal water rotation and border haat trade unifies voter priorities. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Vav.","INC Core Base (≥30%) | BJP Fortress (≥50%)","BJP","Shankarbhai Lagdhirbhai Chaudhary","12.4%","42.75%","55.15%","0.13%","1.97%","RESILIENT CADRE BASE: Congress retained solid 42.8% vote share despite adverse statewide wave","BJP","Patel Parbatbhai Savabhai","6.6%","BJP","Patel Parabatbhai Savabhai","2.1%","BJP","Patel Parbatbhai Savabhai","27.2%","+13.6% (BJP Gain)","+4.5% (BJP Gain)","+5.8% (BJP Gain)","2007: BJP (27.2%) -> 2012: BJP (2.1%) -> 2017: BJP (6.6%) -> 2022: BJP (12.4%)" 9,"Dhanera","ધાનેરા","Banaskantha","North Gujarat",4,"Banaskantha-Aravalli Foothills","YES (Primary Epicenter Hub)","Palanpur Diamond & Dairy Mandi (District capital and trade conduit linking Rajasthan border)","Dhanera (AC #9)","Dhanera (AC #9); Danta (AC #10); Vadgam (AC #11); Palanpur (AC #12)","Palanpur (AC #12) [Correlation: 0.02]","Autonomous Source (Primary Epicenter — generates political momentum)","Transition zone between Banas plains and Aravalli hills. Mixed agrarian, diamond cutting cottage units, and Adivasi dairy farmers. Palanpur provides urban commercial gravity to surrounding rural seats. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Palanpur.","Multi-Cycle Swing Seat","IND","Mavjibhai Maganbhai Desai","17.8%","19.06%","30.07%","0.56%","50.34%","BJP DOMINANCE: Winner secured 30.1% vote share","INC","Patel Nathabhai Hegolabhai","1.2%","INC","Patel Joitabhai Kasnabhai","19.1%","BJP","Purohit Mafatlal Motiram","10.1%","-29.2% (INC Gain)","+17.9% (BJP Gain)","-16.6% (INC Gain)","2007: BJP (10.1%) -> 2012: INC (19.1%) -> 2017: INC (1.2%) -> 2022: IND (17.8%)" 10,"Danta","દાંતા","Banaskantha","North Gujarat",4,"Banaskantha-Aravalli Foothills","NO (Cluster Member Seat)","Connected member seat relying on Dhanera commercial hub","Dhanera (AC #9)","Dhanera (AC #9); Danta (AC #10); Vadgam (AC #11); Palanpur (AC #12)","Palanpur (AC #12) [Correlation: 0.52]","Autonomous Local Anchor (No incoming vector)","Transition zone between Banas plains and Aravalli hills. Mixed agrarian, diamond cutting cottage units, and Adivasi dairy farmers. Palanpur provides urban commercial gravity to surrounding rural seats. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Palanpur.","INC Core Base (≥30%) | Razor-Thin Battleground (≤5%)","INC","Kantibhai Kalabhai Kharadi","3.6%","47.77%","44.22%","6.84%","1.16%","HIGH-LEVERAGE BATTLEGROUND: Decided by razor-thin margin of only 3.6% (<4,000 votes)","INC","Kantibhai Kalabhai Kharadi","15.8%","INC","Kharadi Kantibhai Kalabhai","18.5%","INC","Gadhavi Mukeshkumar Bheravdanji","24.0%","+5.5% (BJP Gain)","+2.8% (BJP Gain)","+12.2% (BJP Gain)","2007: INC (24.0%) -> 2012: INC (18.5%) -> 2017: INC (15.8%) -> 2022: INC (3.6%)" 11,"Vadgam","વડગામ","Banaskantha","North Gujarat",4,"Banaskantha-Aravalli Foothills","NO (Cluster Member Seat)","Connected member seat relying on Dhanera commercial hub","Dhanera (AC #9)","Dhanera (AC #9); Danta (AC #10); Vadgam (AC #11); Palanpur (AC #12)","Sidhpur (AC #19) [Correlation: 0.93]","Autonomous Local Anchor (No incoming vector)","Transition zone between Banas plains and Aravalli hills. Mixed agrarian, diamond cutting cottage units, and Adivasi dairy farmers. Palanpur provides urban commercial gravity to surrounding rural seats. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Sidhpur.","INC Core Base (≥30%) | Razor-Thin Battleground (≤5%) | Multi-Cycle Swing Seat","INC","Jignesh Mevani","2.5%","48.71%","46.18%","2.31%","2.79%","HIGH-LEVERAGE BATTLEGROUND: Decided by razor-thin margin of only 2.5% (<4,000 votes)","IND","Jigneshkumar Natvarlal Mevani","10.7%","INC","Manilal Jethabhai Vaghela","12.9%","BJP","Vaghela Fakirbhai Raghabhai","8.6%","-21.5% (INC Gain)","+2.2% (BJP Gain)","+8.2% (BJP Gain)","2007: BJP (8.6%) -> 2012: INC (12.9%) -> 2017: IND (10.7%) -> 2022: INC (2.5%)" 12,"Palanpur","પાલનપુર","Banaskantha","North Gujarat",4,"Banaskantha-Aravalli Foothills","NO (Cluster Member Seat)","Connected member seat relying on Dhanera commercial hub","Dhanera (AC #9)","Dhanera (AC #9); Danta (AC #10); Vadgam (AC #11); Palanpur (AC #12)","Sidhpur (AC #19) [Correlation: 0.85]","Deesa (AC #13) [Correlation: 0.91]; Dhanera (AC #9) [Correlation: 0.02]; Danta (AC #10) [Correlation: 0.52]","Transition zone between Banas plains and Aravalli hills. Mixed agrarian, diamond cutting cottage units, and Adivasi dairy farmers. Palanpur provides urban commercial gravity to surrounding rural seats. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Sidhpur.","INC Core Base (≥30%) | BJP Fortress (≥50%) | Multi-Cycle Swing Seat","BJP","Aniket Girishbhai Thaker","15.2%","38.57%","53.73%","5.40%","2.30%","RESILIENT CADRE BASE: Congress retained solid 38.6% vote share despite adverse statewide wave","INC","Patel Maheshkumar Amrutlal","10.2%","INC","Patel Maheshkumar Amrutlal","3.4%","BJP","Prajapati Govindbhai Madhavlal","12.5%","-15.9% (INC Gain)","-6.9% (INC Gain)","+25.4% (BJP Gain)","2007: BJP (12.5%) -> 2012: INC (3.4%) -> 2017: INC (10.2%) -> 2022: BJP (15.2%)" 13,"Deesa","ડીસા","Banaskantha","North Gujarat",3,"Banaskantha Agrarian Core","NO (Cluster Member Seat)","Connected member seat relying on Radhanpur commercial hub","Radhanpur (AC #16)","Deesa (AC #13); Kankrej (AC #15); Radhanpur (AC #16)","Palanpur (AC #12) [Correlation: 0.91]","Deodar (AC #14) [Correlation: 0.91]","North Gujarat's intensive cash crop powerhouse (potato, groundnut, castor) anchored by Asia's largest dairy network (Banas Dairy). Cold storage tariffs, potato price crashes, and APMC procurement directly govern votes. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Palanpur.","Standard Contest","BJP","Pravinkumar Gordhanji Mali","20.1%","26.05%","46.12%","4.39%","23.41%","BJP DOMINANCE: Winner secured 46.1% vote share","BJP","Pandya Shashikant Mahobatram","8.2%","BJP","Vaghela Liladharbhai Khodaji","11.4%","BJP","Vaghela Liladharbhai Khodaji","13.4%","-2.1% (INC Gain)","-3.1% (INC Gain)","+11.8% (BJP Gain)","2007: BJP (13.4%) -> 2012: BJP (11.4%) -> 2017: BJP (8.2%) -> 2022: BJP (20.1%)" 14,"Deodar","દિયોદર","Banaskantha","North Gujarat",2,"Banaskantha Desert Border","NO (Cluster Member Seat)","Connected member seat relying on Tharad commercial hub","Tharad (AC #8)","Vav (AC #7); Tharad (AC #8); Deodar (AC #14)","Deesa (AC #13) [Correlation: 0.91]","Vav (AC #7) [Correlation: 0.34]","Northern desert border agrarian belt reliant on Narmada branch canals. Mustard, cumin, and dryland pearl millet farming dominate. Farmer anxiety over canal water rotation and border haat trade unifies voter priorities. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Deesa.","INC Core Base (≥30%) | BJP Fortress (≥50%) | Multi-Cycle Swing Seat","BJP","Keshaji Shivaji Chauhan","20.3%","37.31%","57.57%","2.67%","2.43%","RESILIENT CADRE BASE: Congress retained solid 37.3% vote share despite adverse statewide wave","INC","Bhuriya Shivabhai Amrabhai","0.6%","BJP","Chauhan Keshaji Shivaji","13.4%","BJP","Mali Anilkumar Amrutlal","15.6%","-2.3% (INC Gain)","-13.9% (INC Gain)","+20.9% (BJP Gain)","2007: BJP (15.6%) -> 2012: BJP (13.4%) -> 2017: INC (0.6%) -> 2022: BJP (20.3%)" 15,"Kankrej","કાંકરેજ","Banaskantha","North Gujarat",3,"Banaskantha Agrarian Core","NO (Cluster Member Seat)","Connected member seat relying on Radhanpur commercial hub","Radhanpur (AC #16)","Deesa (AC #13); Kankrej (AC #15); Radhanpur (AC #16)","Chanasma (AC #17) [Correlation: 0.08]","Autonomous Local Anchor (No incoming vector)","North Gujarat's intensive cash crop powerhouse (potato, groundnut, castor) anchored by Asia's largest dairy network (Banas Dairy). Cold storage tariffs, potato price crashes, and APMC procurement directly govern votes. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Chanasma.","INC Core Base (≥30%) | Razor-Thin Battleground (≤5%) | Multi-Cycle Swing Seat","INC","Amrutji Motiji Thakor","2.7%","48.73%","46.06%","2.55%","2.65%","HIGH-LEVERAGE BATTLEGROUND: Decided by razor-thin margin of only 2.7% (<4,000 votes)","BJP","Kirtisinh Prabhatsinh Vaghela","4.6%","INC","Khanpura Dharshibhai Lakhabhai","0.4%","BJP","Desai Babubhai Jesangbhai","0.8%","-1.1% (INC Gain)","+5.0% (BJP Gain)","-7.3% (INC Gain)","2007: BJP (0.8%) -> 2012: INC (0.4%) -> 2017: BJP (4.6%) -> 2022: INC (2.7%)" 16,"Radhanpur","રાધનપુર","Patan","North Gujarat",3,"Banaskantha Agrarian Core","YES (Primary Epicenter Hub)","Deesa APMC & Cold Storage Center (Asia's premier potato trading and agro-logistics hub)","Radhanpur (AC #16)","Deesa (AC #13); Kankrej (AC #15); Radhanpur (AC #16)","Terminal Wave Absorber (Extremity Node — political waves terminate here)","Chanasma (AC #17) [Correlation: 0.61]","North Gujarat's intensive cash crop powerhouse (potato, groundnut, castor) anchored by Asia's largest dairy network (Banas Dairy). Cold storage tariffs, potato price crashes, and APMC procurement directly govern votes. Serves as the nodal price-discovery and political gravity center for all surrounding rural constituencies in Cluster 3.","INC Core Base (≥30%) | BJP Fortress (≥50%) | Multi-Cycle Swing Seat","BJP","Lavingji Muljiji Solanki","11.5%","42.13%","53.67%","1.36%","2.84%","RESILIENT CADRE BASE: Congress retained solid 42.1% vote share despite adverse statewide wave","INC","Alpesh Khodaji Thakor","8.4%","BJP","Thakor Nagarji Harchandji","2.5%","BJP","Chaudhari Shankarbhai Lagdhirbhai","22.8%","-20.3% (INC Gain)","-11.0% (INC Gain)","+20.0% (BJP Gain)","2007: BJP (22.8%) -> 2012: BJP (2.5%) -> 2017: INC (8.4%) -> 2022: BJP (11.5%)" 17,"Chanasma","ચાણસ્મા","Patan","North Gujarat",5,"Patan Historical Plains","NO (Cluster Member Seat)","Connected member seat relying on Sidhpur commercial hub","Sidhpur (AC #19)","Chanasma (AC #17); Patan (AC #18); Sidhpur (AC #19)","Radhanpur (AC #16) [Correlation: 0.61]","Kankrej (AC #15) [Correlation: 0.08]; Sidhpur (AC #19) [Correlation: 0.43]","Saraswati river agrarian plain and historical artisan textile center. Cumin and isabgol farming interlinked with Koli-Thakor and Patidar caste dynamics. Patan city serves as the regional legal and educational hub. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Radhanpur.","INC Core Base (≥30%) | Razor-Thin Battleground (≤5%) | Multi-Cycle Swing Seat","INC","Thakor Dineshbhai Ataji","0.8%","47.26%","46.49%","4.15%","2.15%","HIGH-LEVERAGE BATTLEGROUND: Decided by razor-thin margin of only 0.8% (<4,000 votes)","BJP","Dilipkumar Viraji Thakor","4.7%","BJP","Dilipkumar Virajibhai Thakor","10.5%","BJP","Patel Rajnikant Somabhai","18.7%","-8.3% (INC Gain)","-5.8% (INC Gain)","-5.5% (INC Gain)","2007: BJP (18.7%) -> 2012: BJP (10.5%) -> 2017: BJP (4.7%) -> 2022: INC (0.8%)" 18,"Patan","પાટણ","Patan","North Gujarat",5,"Patan Historical Plains","NO (Cluster Member Seat)","Connected member seat relying on Sidhpur commercial hub","Sidhpur (AC #19)","Chanasma (AC #17); Patan (AC #18); Sidhpur (AC #19)","Becharaji (AC #23) [Correlation: 0.78]","Autonomous Local Anchor (No incoming vector)","Saraswati river agrarian plain and historical artisan textile center. Cumin and isabgol farming interlinked with Koli-Thakor and Patidar caste dynamics. Patan city serves as the regional legal and educational hub. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Becharaji.","INC Core Base (≥30%) | Multi-Cycle Swing Seat","INC","Kiritkumar Chimanlal Patel","8.4%","50.77%","42.34%","3.34%","3.46%","RESILIENT CADRE BASE: Congress retained solid 50.8% vote share despite adverse statewide wave","INC","Kiritkumar Chimanlal Patel","13.5%","BJP","Desai Ranchhodbhai Mahijibhai","3.6%","BJP","Patel Anandiben Mafatbhai","6.0%","-2.4% (INC Gain)","-17.1% (INC Gain)","+5.1% (BJP Gain)","2007: BJP (6.0%) -> 2012: BJP (3.6%) -> 2017: INC (13.5%) -> 2022: INC (8.4%)" 19,"Sidhpur","સિદ્ધપુર","Patan","North Gujarat",5,"Patan Historical Plains","YES (Primary Epicenter Hub)","Patan APMC & Artisan Trade Center (Historical cultural capital and agricultural market)","Sidhpur (AC #19)","Chanasma (AC #17); Patan (AC #18); Sidhpur (AC #19)","Chanasma (AC #17) [Correlation: 0.43]","Vadgam (AC #11) [Correlation: 0.93]; Palanpur (AC #12) [Correlation: 0.85]","Saraswati river agrarian plain and historical artisan textile center. Cumin and isabgol farming interlinked with Koli-Thakor and Patidar caste dynamics. Patan city serves as the regional legal and educational hub. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Chanasma.","INC Core Base (≥30%) | Razor-Thin Battleground (≤5%) | Multi-Cycle Swing Seat","BJP","Balvantsinh Chandansinh Rajput","1.5%","47.17%","48.67%","1.11%","3.09%","HIGH-LEVERAGE BATTLEGROUND: Decided by razor-thin margin of only 1.5% (<4,000 votes)","INC","Thakor Chandanjii Talaji","10.5%","INC","Balvantsinh Chandansinh Rajput","16.0%","BJP","Jay Narayan Vyas","2.2%","-18.2% (INC Gain)","+5.5% (BJP Gain)","+12.0% (BJP Gain)","2007: BJP (2.2%) -> 2012: INC (16.0%) -> 2017: INC (10.5%) -> 2022: BJP (1.5%)" 20,"Kheralu","ખેરાલુ","Mehsana","North Gujarat",6,"Mehsana North Agrarian & Spice Belt","NO (Cluster Member Seat)","Connected member seat relying on Unjha commercial hub","Unjha (AC #21)","Kheralu (AC #20); Unjha (AC #21); Visnagar (AC #22)","Vijapur (AC #26) [Correlation: 0.35]","Autonomous Local Anchor (No incoming vector)","Asia's largest cumin, fennel, and isabgol trading terminal centered at Unjha. Heavy Kadva Patidar concentration; price shocks or mandi regulatory changes at Unjha propagate immediately across neighboring rural seats. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Vijapur.","INC Core Base (≥30%) | Razor-Thin Battleground (≤5%)","BJP","Sardarbhai Shamalbhai Chaudhary","2.6%","34.30%","36.94%","1.73%","27.07%","HIGH-LEVERAGE BATTLEGROUND: Decided by razor-thin margin of only 2.6% (<4,000 votes)","BJP","Dabhi Bharatsinhji Shankarji","15.1%","BJP","Dhabhi Bharatsighji Sankarji","14.5%","BJP","Dabhi Bharatsinhji Shankarji","16.0%","-1.5% (INC Gain)","+0.6% (BJP Gain)","-12.5% (INC Gain)","2007: BJP (16.0%) -> 2012: BJP (14.5%) -> 2017: BJP (15.1%) -> 2022: BJP (2.6%)" 21,"Unjha","ઊંઝા","Mehsana","North Gujarat",6,"Mehsana North Agrarian & Spice Belt","YES (Primary Epicenter Hub)","Unjha APMC Mandi (Asia's apex spice trading market and Patidar socio-political epicenter)","Unjha (AC #21)","Kheralu (AC #20); Unjha (AC #21); Visnagar (AC #22)","Visnagar (AC #22) [Correlation: 0.95]","Autonomous Source (Primary Epicenter — generates political momentum)","Asia's largest cumin, fennel, and isabgol trading terminal centered at Unjha. Heavy Kadva Patidar concentration; price shocks or mandi regulatory changes at Unjha propagate immediately across neighboring rural seats. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Visnagar.","BJP Fortress (≥50%) | AAP Spoiler / Fracture | Multi-Cycle Swing Seat","BJP","Patel Kiritkumar Keshavlal (K K Patel)","35.1%","25.33%","60.47%","12.61%","1.59%","HIGH OPPOSITION FRACTURE: AAP secured 12.6% vote share, dividing anti-incumbency votes","INC","Dr. Asha Patel","13.0%","BJP","Patel Narayanbhai Lalludas","17.8%","BJP","Patel Narayanbhai Lalludas","22.7%","-4.8% (INC Gain)","-30.8% (INC Gain)","+48.2% (BJP Gain)","2007: BJP (22.7%) -> 2012: BJP (17.8%) -> 2017: INC (13.0%) -> 2022: BJP (35.1%)" 22,"Visnagar","વિસનગર","Mehsana","North Gujarat",6,"Mehsana North Agrarian & Spice Belt","NO (Cluster Member Seat)","Connected member seat relying on Unjha commercial hub","Unjha (AC #21)","Kheralu (AC #20); Unjha (AC #21); Visnagar (AC #22)","Becharaji (AC #23) [Correlation: 0.92]","Unjha (AC #21) [Correlation: 0.95]; Mehsana (AC #25) [Correlation: 0.50]","Asia's largest cumin, fennel, and isabgol trading terminal centered at Unjha. Heavy Kadva Patidar concentration; price shocks or mandi regulatory changes at Unjha propagate immediately across neighboring rural seats. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Becharaji.","INC Core Base (≥30%) | BJP Fortress (≥50%)","BJP","Rushikesh Ganeshbhai Patel","21.8%","34.14%","55.92%","8.12%","1.78%","RESILIENT CADRE BASE: Congress retained solid 34.1% vote share despite adverse statewide wave","BJP","Patel Rushikesh Ganeshbhai","1.8%","BJP","Patel Rushikesh Ganeshbhai","20.8%","BJP","Patel Rushikesh Ganeshbhai","24.7%","-3.9% (INC Gain)","-19.0% (INC Gain)","+19.9% (BJP Gain)","2007: BJP (24.7%) -> 2012: BJP (20.8%) -> 2017: BJP (1.8%) -> 2022: BJP (21.8%)" 23,"Becharaji","બેચરાજી","Mehsana","North Gujarat",7,"Mehsana South Industrial & Dairy Core","YES (Primary Epicenter Hub)","Mehsana APMC & Dairy Headquarters (Dudhsagar cooperative hub and district administrative core)","Becharaji (AC #23)","Becharaji (AC #23); Kadi (AC #24); Mehsana (AC #25); Vijapur (AC #26)","Mehsana (AC #25) [Correlation: 0.50]","Patan (AC #18) [Correlation: 0.78]; Visnagar (AC #22) [Correlation: 0.92]","Industrial automotive corridor (Mandal-Becharaji SEZ) meeting rich Dudhsagar dairy cooperative heartland. Industrial land acquisition and dairy milk procurement prices synchronize voter sentiment. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Mehsana.","INC Core Base (≥30%) | Multi-Cycle Swing Seat","BJP","Thakor Sukhaji Somaji","7.0%","36.57%","43.62%","6.72%","13.08%","RESILIENT CADRE BASE: Congress retained solid 36.6% vote share despite adverse statewide wave","INC","Thakor Bharatji Sonaji","9.8%","BJP","Patel Rajanikant Somabhai","4.2%","BJP","Patel Rajnikant Somabhai","18.7%","+15.7% (BJP Gain)","-14.0% (INC Gain)","+16.9% (BJP Gain)","2007: BJP (18.7%) -> 2012: BJP (4.2%) -> 2017: INC (9.8%) -> 2022: BJP (7.0%)" 24,"Kadi","કડી","Mehsana","North Gujarat",7,"Mehsana South Industrial & Dairy Core","NO (Cluster Member Seat)","Connected member seat relying on Becharaji commercial hub","Becharaji (AC #23)","Becharaji (AC #23); Kadi (AC #24); Mehsana (AC #25); Vijapur (AC #26)","Sabarmati (AC #55) [Correlation: 0.84]","Viramgam (AC #39) [Correlation: 0.96]","Industrial automotive corridor (Mandal-Becharaji SEZ) meeting rich Dudhsagar dairy cooperative heartland. Industrial land acquisition and dairy milk procurement prices synchronize voter sentiment. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Sabarmati.","INC Core Base (≥30%) | BJP Fortress (≥50%) | Multi-Cycle Swing Seat","BJP","Karsanbhai Punjabhai Solanki","14.3%","39.87%","54.13%","3.67%","2.33%","RESILIENT CADRE BASE: Congress retained solid 39.9% vote share despite adverse statewide wave","BJP","Karshanbhai Punjabhai Solanki","4.1%","INC","Chavada Rameshbhai Maganbhai","0.7%","BJP","Patel Nitinkumar Ratilal","1.0%","-1.7% (INC Gain)","+4.8% (BJP Gain)","+10.2% (BJP Gain)","2007: BJP (1.0%) -> 2012: INC (0.7%) -> 2017: BJP (4.1%) -> 2022: BJP (14.3%)" 25,"Mehsana","મહેસાણા","Mehsana","North Gujarat",7,"Mehsana South Industrial & Dairy Core","NO (Cluster Member Seat)","Connected member seat relying on Becharaji commercial hub","Becharaji (AC #23)","Becharaji (AC #23); Kadi (AC #24); Mehsana (AC #25); Vijapur (AC #26)","Visnagar (AC #22) [Correlation: 0.50]","Becharaji (AC #23) [Correlation: 0.50]","Industrial automotive corridor (Mandal-Becharaji SEZ) meeting rich Dudhsagar dairy cooperative heartland. Industrial land acquisition and dairy milk procurement prices synchronize voter sentiment. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Visnagar.","INC Core Base (≥30%) | BJP Fortress (≥50%)","BJP","Patel Mukeshkumar D.","26.35%","30.51%","56.86%","8.75%","3.85%","RESILIENT CADRE BASE: Congress retained solid 30.5% vote share despite adverse statewide wave","BJP","Patel Nitinbhai Ratilal","3.90%","BJP","Patel Nitinkumar Ratilal","14.82%","BJP","Patel Anilkumar Tribhovandas age 63 · male","12.98%","+1.8% (BJP Gain)","-10.9% (INC Gain)","+22.5% (BJP Gain)","2007: BJP (12.98%) -> 2012: BJP (14.82%) -> 2017: BJP (3.90%) -> 2022: BJP (26.35%)" 26,"Vijapur","વિજાપુર","Mehsana","North Gujarat",7,"Mehsana South Industrial & Dairy Core","NO (Cluster Member Seat)","Connected member seat relying on Becharaji commercial hub","Becharaji (AC #23)","Becharaji (AC #23); Kadi (AC #24); Mehsana (AC #25); Vijapur (AC #26)","Prantij (AC #33) [Correlation: 0.15]","Kheralu (AC #20) [Correlation: 0.35]","Industrial automotive corridor (Mandal-Becharaji SEZ) meeting rich Dudhsagar dairy cooperative heartland. Industrial land acquisition and dairy milk procurement prices synchronize voter sentiment. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Prantij.","INC Core Base (≥30%) | Razor-Thin Battleground (≤5%) | Multi-Cycle Swing Seat","INC","Dr. C. J. Chavda","4.5%","50.17%","45.67%","3.20%","1.00%","HIGH-LEVERAGE BATTLEGROUND: Decided by razor-thin margin of only 4.5% (<4,000 votes)","BJP","Patel Ramanbhai Dhulabhai","0.8%","INC","Patel Prahladbhai Ishvarbhai","6.1%","BJP","Kantibhai Ramabhai Patel","12.6%","-18.7% (INC Gain)","+6.9% (BJP Gain)","-5.3% (INC Gain)","2007: BJP (12.6%) -> 2012: INC (6.1%) -> 2017: BJP (0.8%) -> 2022: INC (4.5%)" 27,"Himatnagar","હિંમતનગર","Sabarkantha","North Gujarat",8,"Sabarkantha Agricultural & District Hub","NO (Cluster Member Seat)","Connected member seat relying on Prantij commercial hub","Prantij (AC #33)","Himatnagar (AC #27); Idar (AC #28); Prantij (AC #33)","Modasa (AC #31) [Correlation: 0.91]","Autonomous Local Anchor (No incoming vector)","Sabarkantha agrarian corridor along NH-48; vegetable farming, cotton ginning, and Sabar Dairy collection centers. Himatnagar acts as the market gateway to northern hills. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Modasa.","INC Core Base (≥30%) | AAP Spoiler / Fracture | Razor-Thin Battleground (≤5%) | Direct Flippable Target (INC+AAP > BJP) | Multi-Cycle Swing Seat","BJP","Vinendrasinh Dilipsinh Zala","4.4%","44.55%","48.94%","4.96%","1.54%","ARITHMETIC OPPOSITION FLIP: BJP won by 4.4%, but combined INC (44.5%) + AAP (5.0%) = 49.5% exceeds BJP (48.9%)","BJP","Rajendrasinh Ranjitsinh Chavda(Rajubhai Chavda)","0.9%","INC","Chavda Rajendrasinh Ranjitsinh (Rajubhai Chavda)","7.1%","BJP","Patel Prafullbhai Khodabhai","6.6%","-13.7% (INC Gain)","+8.0% (BJP Gain)","+3.5% (BJP Gain)","2007: BJP (6.6%) -> 2012: INC (7.1%) -> 2017: BJP (0.9%) -> 2022: BJP (4.4%)" 28,"Idar","ઇડર","Sabarkantha","North Gujarat",8,"Sabarkantha Agricultural & District Hub","NO (Cluster Member Seat)","Connected member seat relying on Prantij commercial hub","Prantij (AC #33)","Himatnagar (AC #27); Idar (AC #28); Prantij (AC #33)","Bhiloda (AC #30) [Correlation: 0.92]","Prantij (AC #33) [Correlation: 0.99]","Sabarkantha agrarian corridor along NH-48; vegetable farming, cotton ginning, and Sabar Dairy collection centers. Himatnagar acts as the market gateway to northern hills. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Bhiloda.","INC Core Base (≥30%) | BJP Fortress (≥50%)","BJP","Ramanlal Ishwarlal Vora","19.4%","36.70%","56.13%","7.18%","0.02%","RESILIENT CADRE BASE: Congress retained solid 36.7% vote share despite adverse statewide wave","BJP","Kanodiya Hitu","7.7%","BJP","Ramanlal Ishvarlal Vora","6.2%","BJP","Vora Ramanlal Ishvarlal","13.2%","-7.0% (INC Gain)","+1.5% (BJP Gain)","+11.7% (BJP Gain)","2007: BJP (13.2%) -> 2012: BJP (6.2%) -> 2017: BJP (7.7%) -> 2022: BJP (19.4%)" 29,"Khedbrahma","ખેડબ્રહ્મા","Sabarkantha","North Gujarat",9,"North-Eastern Tribal Arc","YES (Primary Epicenter Hub)","Khedbrahma Tribal Haat & Forest Trading Node (Cultural pilgrimage and interstate haat bazaar)","Khedbrahma (AC #29)","Khedbrahma (AC #29); Bhiloda (AC #30)","Terminal Wave Absorber (Extremity Node — political waves terminate here)","Autonomous Source (Primary Epicenter — generates political momentum)","Dense tribal forest corridor along the southern Aravalli range bordering Rajasthan. Forest Land Rights (FRA), minor forest produce collection, and seasonal labor migration dictate shared community voting. Serves as the nodal price-discovery and political gravity center for all surrounding rural constituencies in Cluster 9.","INC Core Base (≥30%) | AAP Spoiler / Fracture | Razor-Thin Battleground (≤5%)","INC","Dr.Tushar Amarsinh Chaudhary","0.8%","33.87%","33.03%","27.96%","5.14%","HIGH OPPOSITION FRACTURE: AAP secured 28.0% vote share, dividing anti-incumbency votes","INC","Kotwal Ashvinbhai Laxmanbhai","6.4%","INC","Ashvin Kotwal","33.6%","INC","Ashwin Kotval","23.7%","-9.9% (INC Gain)","+27.2% (BJP Gain)","+5.5% (BJP Gain)","2007: INC (23.7%) -> 2012: INC (33.6%) -> 2017: INC (6.4%) -> 2022: INC (0.8%)" 30,"Bhiloda","ભિલોડા","Aravalli","North Gujarat",9,"North-Eastern Tribal Arc","NO (Cluster Member Seat)","Connected member seat relying on Khedbrahma commercial hub","Khedbrahma (AC #29)","Khedbrahma (AC #29); Bhiloda (AC #30)","Modasa (AC #31) [Correlation: 0.91]","Idar (AC #28) [Correlation: 0.92]; Bayad (AC #32) [Correlation: 0.57]","Dense tribal forest corridor along the southern Aravalli range bordering Rajasthan. Forest Land Rights (FRA), minor forest produce collection, and seasonal labor migration dictate shared community voting. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Modasa.","AAP Spoiler / Fracture | Direct Flippable Target (INC+AAP > BJP) | Multi-Cycle Swing Seat","BJP","P.C.Baranda","14.1%","20.96%","44.25%","30.16%","4.64%","ARITHMETIC OPPOSITION FLIP: BJP won by 14.1%, but combined INC (21.0%) + AAP (30.2%) = 51.1% exceeds BJP (44.3%)","INC","Dr. Anil Joshiyara","6.6%","INC","Anil Joshiyara","18.0%","INC","Anil Joshiyara","9.7%","-8.3% (INC Gain)","+11.5% (BJP Gain)","+20.6% (BJP Gain)","2007: INC (9.7%) -> 2012: INC (18.0%) -> 2017: INC (6.6%) -> 2022: BJP (14.1%)" 31,"Modasa","મોડાસા","Aravalli","North Gujarat",10,"Aravalli Hills & Border Corridor","YES (Primary Epicenter Hub)","Modasa APMC Mandi (Interstate commercial transit center and district trading node)","Modasa (AC #31)","Modasa (AC #31); Bayad (AC #32); Dahegam (AC #34)","Bayad (AC #32) [Correlation: 0.82]","Himatnagar (AC #27) [Correlation: 0.91]; Bhiloda (AC #30) [Correlation: 0.91]","Interstate trading corridor connecting Central Gujarat to southern Rajasthan. Cash crops (groundnut, wheat) and border logistics. Modasa is the multi-community educational and commercial hub. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Bayad.","INC Core Base (≥30%) | BJP Fortress (≥50%) | Multi-Cycle Swing Seat","BJP","Bhikhusinhji Chatursinhji Parmar","19.0%","34.77%","53.76%","8.06%","3.44%","RESILIENT CADRE BASE: Congress retained solid 34.8% vote share despite adverse statewide wave","INC","Thakor Rajendrasinh Shivsinh","1.0%","INC","Thakor Rajendrasinh Shivsinh","13.9%","BJP","Parmar Dilipsihji Vakhatsihji","9.5%","-23.4% (INC Gain)","+13.0% (BJP Gain)","+19.9% (BJP Gain)","2007: BJP (9.5%) -> 2012: INC (13.9%) -> 2017: INC (1.0%) -> 2022: BJP (19.0%)" 32,"Bayad","બાયડ","Aravalli","North Gujarat",10,"Aravalli Hills & Border Corridor","NO (Cluster Member Seat)","Connected member seat relying on Modasa commercial hub","Modasa (AC #31)","Modasa (AC #31); Bayad (AC #32); Dahegam (AC #34)","Bhiloda (AC #30) [Correlation: 0.57]","Modasa (AC #31) [Correlation: 0.82]","Interstate trading corridor connecting Central Gujarat to southern Rajasthan. Cash crops (groundnut, wheat) and border logistics. Modasa is the multi-community educational and commercial hub. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Bhiloda.","Razor-Thin Battleground (≤5%) | Multi-Cycle Swing Seat","IND","Dhavalsinh Narendrasinh Zala","3.4%","17.54%","35.98%","3.49%","43.01%","HIGH-LEVERAGE BATTLEGROUND: Decided by razor-thin margin of only 3.4% (<4,000 votes)","INC","Zala Dhavalsinh Narendrasinh","5.1%","INC","Vaghela Mahendrasinh Shankersinh","23.4%","BJP","Zala Udesinh Punjaji","6.6%","-30.0% (INC Gain)","+18.3% (BJP Gain)","+1.7% (BJP Gain)","2007: BJP (6.6%) -> 2012: INC (23.4%) -> 2017: INC (5.1%) -> 2022: IND (3.4%)" 33,"Prantij","પ્રાંતીજ","Sabarkantha","North Gujarat",8,"Sabarkantha Agricultural & District Hub","YES (Primary Epicenter Hub)","Himatnagar APMC & Sabar Dairy Hub (Nodal agricultural marketplace and district capital)","Prantij (AC #33)","Himatnagar (AC #27); Idar (AC #28); Prantij (AC #33)","Idar (AC #28) [Correlation: 0.99]","Vijapur (AC #26) [Correlation: 0.15]; Dahegam (AC #34) [Correlation: 0.50]","Sabarkantha agrarian corridor along NH-48; vegetable farming, cotton ginning, and Sabar Dairy collection centers. Himatnagar acts as the market gateway to northern hills. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Idar.","BJP Fortress (≥50%) | AAP Spoiler / Fracture | Multi-Cycle Swing Seat","BJP","Gajendrasinh Udesinh Parmar","35.7%","22.50%","58.22%","17.76%","1.54%","HIGH OPPOSITION FRACTURE: AAP secured 17.8% vote share, dividing anti-incumbency votes","BJP","Parmar Gajendrasinh Udesinh","1.5%","INC","Baraiya Mahendrasinh Kacharsinh ( Advocate )","4.4%","BJP","Chauhan Jaysinhji Mansinhji","11.3%","-15.7% (INC Gain)","+5.9% (BJP Gain)","+34.3% (BJP Gain)","2007: BJP (11.3%) -> 2012: INC (4.4%) -> 2017: BJP (1.5%) -> 2022: BJP (35.7%)" 34,"Dahegam","દહેગામ","Gandhinagar","North Gujarat",10,"Aravalli Hills & Border Corridor","NO (Cluster Member Seat)","Connected member seat relying on Modasa commercial hub","Modasa (AC #31)","Modasa (AC #31); Bayad (AC #32); Dahegam (AC #34)","Prantij (AC #33) [Correlation: 0.50]","Autonomous Local Anchor (No incoming vector)","Interstate trading corridor connecting Central Gujarat to southern Rajasthan. Cash crops (groundnut, wheat) and border logistics. Modasa is the multi-community educational and commercial hub. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Prantij.","INC Core Base (≥30%) | BJP Fortress (≥50%) | Multi-Cycle Swing Seat","BJP","Chauhan Balrajsinh Kalyansinh","10.8%","39.35%","50.14%","8.27%","2.23%","RESILIENT CADRE BASE: Congress retained solid 39.4% vote share despite adverse statewide wave","BJP","Chauhan Balrajsinh Kalyansinh","7.6%","INC","Rathod Kaminiba Bhupendrasinh","1.8%","INC","Thakor Jagdishbhai Motiji","1.6%","-0.2% (INC Gain)","+9.4% (BJP Gain)","+3.2% (BJP Gain)","2007: INC (1.6%) -> 2012: INC (1.8%) -> 2017: BJP (7.6%) -> 2022: BJP (10.8%)" 35,"Gandhinagar South","ગાંધીનગર દક્ષિણ","Gandhinagar","North Gujarat",11,"Gandhinagar Capital Corridor","NO (Cluster Member Seat)","Connected member seat relying on Mansa commercial hub","Mansa (AC #37)","Gandhinagar South (AC #35); Gandhinagar North (AC #36); Mansa (AC #37); Kalol (AC #38)","Naranpura (AC #45) [Correlation: 1.00]","Mansa (AC #37) [Correlation: 0.89]","State administrative capital, GIFT City financial corridor, and peri-urban agrarian villages. Bureaucratic service voter dynamics combined with Patidar/Thakor cooperative dairy societies. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Naranpura.","INC Core Base (≥30%) | BJP Fortress (≥50%)","BJP","Alpesh Khodaji Thakor","17.9%","37.73%","55.59%","4.64%","2.06%","RESILIENT CADRE BASE: Congress retained solid 37.7% vote share despite adverse statewide wave","BJP","Thakor Shambhuji Chelaji","5.5%","BJP","Thakor Shambhuji Chelaji","4.5%","BJP","Thakor Shambhuji Chelaji","2.2%","+16.0% (BJP Gain)","+1.0% (BJP Gain)","+12.4% (BJP Gain)","2007: BJP (2.2%) -> 2012: BJP (4.5%) -> 2017: BJP (5.5%) -> 2022: BJP (17.9%)" 36,"Gandhinagar North","ગાંધીનગર ઉત્તર","Gandhinagar","North Gujarat",11,"Gandhinagar Capital Corridor","NO (Cluster Member Seat)","Connected member seat relying on Mansa commercial hub","Mansa (AC #37)","Gandhinagar South (AC #35); Gandhinagar North (AC #36); Mansa (AC #37); Kalol (AC #38)","Sabarmati (AC #55) [Correlation: 0.98]","Autonomous Local Anchor (No incoming vector)","State administrative capital, GIFT City financial corridor, and peri-urban agrarian villages. Bureaucratic service voter dynamics combined with Patidar/Thakor cooperative dairy societies. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Sabarmati.","INC Core Base (≥30%) | BJP Fortress (≥50%) | AAP Spoiler / Fracture | Multi-Cycle Swing Seat","BJP","Ritaben Ketankumar Patel","16.9%","35.23%","52.11%","10.74%","1.96%","HIGH OPPOSITION FRACTURE: AAP secured 10.7% vote share, dividing anti-incumbency votes","INC","Dr. C. J. Chavda","3.6%","BJP","Patel Ashokkumar Ranchhodbhai","2.8%","BJP","Thakor Shambhuji Chelaji","2.2%","+14.3% (BJP Gain)","-6.4% (INC Gain)","+20.5% (BJP Gain)","2007: BJP (2.2%) -> 2012: BJP (2.8%) -> 2017: INC (3.6%) -> 2022: BJP (16.9%)" 37,"Mansa","માણસા","Gandhinagar","North Gujarat",11,"Gandhinagar Capital Corridor","YES (Primary Epicenter Hub)","Gandhinagar Administrative Core & Mansa APMC (State secretariat and peri-urban agro-market)","Mansa (AC #37)","Gandhinagar South (AC #35); Gandhinagar North (AC #36); Mansa (AC #37); Kalol (AC #38)","Gandhinagar South (AC #35) [Correlation: 0.89]","Autonomous Source (Primary Epicenter — generates political momentum)","State administrative capital, GIFT City financial corridor, and peri-urban agrarian villages. Bureaucratic service voter dynamics combined with Patidar/Thakor cooperative dairy societies. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Gandhinagar South.","INC Core Base (≥30%) | BJP Fortress (≥50%) | Multi-Cycle Swing Seat","BJP","Jayantibhai Somabhai Patel (J.S. Patel)","24.0%","36.05%","60.10%","1.82%","2.08%","RESILIENT CADRE BASE: Congress retained solid 36.0% vote share despite adverse statewide wave","INC","Patel Sureshkumar Chaturdas","0.3%","INC","Chaudhari Amitbhai Harisingbhai","5.2%","BJP","Pro.Patel Magaldas Madhavalal","3.3%","-8.4% (INC Gain)","+4.8% (BJP Gain)","+24.4% (BJP Gain)","2007: BJP (3.3%) -> 2012: INC (5.2%) -> 2017: INC (0.3%) -> 2022: BJP (24.0%)" 38,"Kalol","કલોલ","Gandhinagar","North Gujarat",11,"Gandhinagar Capital Corridor","NO (Cluster Member Seat)","Connected member seat relying on Mansa commercial hub","Mansa (AC #37)","Gandhinagar South (AC #35); Gandhinagar North (AC #36); Mansa (AC #37); Kalol (AC #38)","Danilimda (AC #54) [Correlation: 0.81]","Autonomous Local Anchor (No incoming vector)","State administrative capital, GIFT City financial corridor, and peri-urban agrarian villages. Bureaucratic service voter dynamics combined with Patidar/Thakor cooperative dairy societies. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Danilimda.","INC Core Base (≥30%) | BJP Fortress (≥50%) | Razor-Thin Battleground (≤5%) | Multi-Cycle Swing Seat","BJP","Thakor Laxmanji Punjaji (Bakaji)","3.3%","46.77%","50.10%","1.20%","1.90%","HIGH-LEVERAGE BATTLEGROUND: Decided by razor-thin margin of only 3.3% (<4,000 votes)","INC","Baldevji Chanduji Thakor","4.9%","INC","Thakor Baldevji Chanduji","0.2%","BJP","Rathod Arvindsinh Damsinh","2.2%","+2.0% (BJP Gain)","-4.7% (INC Gain)","+8.3% (BJP Gain)","2007: BJP (2.2%) -> 2012: INC (0.2%) -> 2017: INC (4.9%) -> 2022: BJP (3.3%)" 39,"Viramgam","વિરમગામ","Ahmedabad","Central Gujarat",12,"Ahmedabad Rural & Sanand Auto Hub","NO (Cluster Member Seat)","Connected member seat relying on Sanand commercial hub","Sanand (AC #40)","Viramgam (AC #39); Sanand (AC #40); Daskroi (AC #57)","Kadi (AC #24) [Correlation: 0.96]","Sanand (AC #40) [Correlation: 0.63]","Automotive industrial manufacturing corridor (Tata/Ford/Maruti at Sanand) meeting dryland western agrarian plains. Land compensation and industrial employment expectations drive voter consensus. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Kadi.","BJP Fortress (≥50%) | AAP Spoiler / Fracture | Multi-Cycle Swing Seat","BJP","Patel Hardik Bharatbhai","26.3%","21.74%","50.46%","24.15%","3.65%","HIGH OPPOSITION FRACTURE: AAP secured 24.1% vote share, dividing anti-incumbency votes","INC","Bharwad Lakhabhai Bhikhabhai","3.6%","INC","Patel Tejashreeben Dilipkumar","10.5%","BJP","Rathod Kamabhai Gagjibhai","3.3%","-13.9% (INC Gain)","+7.0% (BJP Gain)","+29.9% (BJP Gain)","2007: BJP (3.3%) -> 2012: INC (10.5%) -> 2017: INC (3.6%) -> 2022: BJP (26.3%)" 40,"Sanand","સાણંદ","Ahmedabad","Central Gujarat",12,"Ahmedabad Rural & Sanand Auto Hub","YES (Primary Epicenter Hub)","Sanand Industrial & GIDC Commercial Hub (Automotive manufacturing center and rural trade node)","Sanand (AC #40)","Viramgam (AC #39); Sanand (AC #40); Daskroi (AC #57)","Viramgam (AC #39) [Correlation: 0.63]","Autonomous Source (Primary Epicenter — generates political momentum)","Automotive industrial manufacturing corridor (Tata/Ford/Maruti at Sanand) meeting dryland western agrarian plains. Land compensation and industrial employment expectations drive voter consensus. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Viramgam.","INC Core Base (≥30%) | BJP Fortress (≥50%) | Multi-Cycle Swing Seat","BJP","Kanubhai Karamshibhai Patel","18.4%","33.67%","52.07%","8.26%","6.04%","RESILIENT CADRE BASE: Congress retained solid 33.7% vote share despite adverse statewide wave","BJP","Kanubhai Karamshibhai Patel","4.3%","INC","Karamsibhai Virjibhai Patel","2.7%","BJP","Amit Shah","39.3%","+8.8% (BJP Gain)","+7.0% (BJP Gain)","+14.1% (BJP Gain)","2007: BJP (39.3%) -> 2012: INC (2.7%) -> 2017: BJP (4.3%) -> 2022: BJP (18.4%)" 41,"Ghatlodia","ઘાટલોડિયા","Ahmedabad","Central Gujarat",14,"Ahmedabad West Institutional & Premier","YES (Primary Epicenter Hub)","Ghatlodia / Western Ahmedabad Commercial District (Premier urban metropolis hub)","Ghatlodia (AC #41)","Ghatlodia (AC #41); Ellisbridge (AC #44); Naranpura (AC #45); Sabarmati (AC #55)","Sabarmati (AC #55) [Correlation: 0.93]","Naranpura (AC #45) [Correlation: 0.91]; Dariapur (AC #51) [Correlation: 0.83]","Affluent western Ahmedabad institutional, educational, and corporate residential metropolis. High-turnout middle-class urban professionals and business families; historically consolidated voting patterns. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Sabarmati.","BJP Fortress (≥50%)","BJP","Patel Bhupendrabhai Rajnikant","75.9%","8.39%","84.26%","6.39%","0.91%","BJP DOMINANCE: Winner secured 84.3% vote share","BJP","Patel Bhupendrabhai Rajnikant","49.6%","BJP","Patel Anandiben Mafatbhai","53.2%","BJP","Amit Shah","39.3%","+64.7% (BJP Gain)","-3.6% (INC Gain)","+26.3% (BJP Gain)","2007: BJP (39.3%) -> 2012: BJP (53.2%) -> 2017: BJP (49.6%) -> 2022: BJP (75.9%)" 42,"Vejalpur","વેજલપુર","Ahmedabad","Central Gujarat",16,"Ahmedabad Walled City & Minority/Dalit Core","NO (Cluster Member Seat)","Connected member seat relying on Maninagar commercial hub","Maninagar (AC #53)","Vejalpur (AC #42); Dariapur (AC #51); Jamalpur-Khadia (AC #52); Maninagar (AC #53); Danilimda (AC #54); Asarwa (AC #56)","Naroda (AC #47) [Correlation: 0.94]","Nikol (AC #46) [Correlation: 0.99]; Thakkarbapa Nagar (AC #48) [Correlation: 0.99]; Amraiwadi (AC #50) [Correlation: 0.85]","Historical walled city core of Ahmedabad, artisan textile pols, and dense minority and Dalit populations. Traditional urban trading bazaars with deeply entrenched community mobilization. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Naroda.","INC Core Base (≥30%) | BJP Fortress (≥50%)","BJP","Amit Thaker","26.5%","30.39%","56.90%","9.86%","2.84%","RESILIENT CADRE BASE: Congress retained solid 30.4% vote share despite adverse statewide wave","BJP","Chauhan Kishor Babulal","10.4%","BJP","Chauhan Kishorsinh Babulal (Kishor Chauhan)","21.0%","BJP","Amit Shah","39.3%","+32.5% (BJP Gain)","-10.6% (INC Gain)","+16.1% (BJP Gain)","2007: BJP (39.3%) -> 2012: BJP (21.0%) -> 2017: BJP (10.4%) -> 2022: BJP (26.5%)" 43,"Vatva","વટવા","Ahmedabad","Central Gujarat",15,"Ahmedabad East Industrial & Diamond Migrant","NO (Cluster Member Seat)","Connected member seat relying on Bapunagar commercial hub","Bapunagar (AC #49)","Vatva (AC #43); Nikol (AC #46); Naroda (AC #47); Thakkarbapa Nagar (AC #48); Bapunagar (AC #49); Amraiwadi (AC #50)","Naroda (AC #47) [Correlation: 0.95]","Autonomous Local Anchor (No incoming vector)","High-density eastern industrial estates (Naroda, Vatva, Odhav GIDC) and Saurashtra Patidar diamond/textile migrant communities. Small-scale manufacturing GST rates and factory labor concerns govern votes. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Naroda.","BJP Fortress (≥50%) | AAP Spoiler / Fracture","BJP","Babusinh Sarabhai Jadav","42.8%","22.08%","64.84%","10.66%","2.44%","HIGH OPPOSITION FRACTURE: AAP secured 10.7% vote share, dividing anti-incumbency votes","BJP","Pradipsinh Bhagvatsinh Jadeja","29.7%","BJP","Pradipsinh Bhagwatsinh Jadeja","29.4%","BJP","Amit Shah","39.3%","+40.9% (BJP Gain)","+0.3% (BJP Gain)","+13.0% (BJP Gain)","2007: BJP (39.3%) -> 2012: BJP (29.4%) -> 2017: BJP (29.7%) -> 2022: BJP (42.8%)" 44,"Ellisbridge","એલિસબ્રિજ","Ahmedabad","Central Gujarat",14,"Ahmedabad West Institutional & Premier","NO (Cluster Member Seat)","Connected member seat relying on Ghatlodia commercial hub","Ghatlodia (AC #41)","Ghatlodia (AC #41); Ellisbridge (AC #44); Naranpura (AC #45); Sabarmati (AC #55)","Naranpura (AC #45) [Correlation: 0.50]","Daskroi (AC #57) [Correlation: 0.50]; Asarwa (AC #56) [Correlation: 0.50]","Affluent western Ahmedabad institutional, educational, and corporate residential metropolis. High-turnout middle-class urban professionals and business families; historically consolidated voting patterns. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Naranpura.","BJP Fortress (≥50%)","BJP","Amit Shah (Amitbhai Popatlal Shah)","70.57%","9.83%","80.40%","6.39%","0.01%","BJP DOMINANCE: Winner secured 80.4% vote share","BJP","Rakesh Shah (Rakeshbhai Shah)","54.60%","BJP","Rakesh Shah","50.72%","BJP","Rakesh Shah","52.81%","-2.1% (INC Gain)","+3.9% (BJP Gain)","+16.0% (BJP Gain)","2007: BJP (52.81%) -> 2012: BJP (50.72%) -> 2017: BJP (54.60%) -> 2022: BJP (70.57%)" 45,"Naranpura","નારણપુરા","Ahmedabad","Central Gujarat",14,"Ahmedabad West Institutional & Premier","NO (Cluster Member Seat)","Connected member seat relying on Ghatlodia commercial hub","Ghatlodia (AC #41)","Ghatlodia (AC #41); Ellisbridge (AC #44); Naranpura (AC #45); Sabarmati (AC #55)","Ghatlodia (AC #41) [Correlation: 0.91]","Gandhinagar South (AC #35) [Correlation: 1.00]; Ellisbridge (AC #44) [Correlation: 0.50]; Sabarmati (AC #55) [Correlation: 0.98]","Affluent western Ahmedabad institutional, educational, and corporate residential metropolis. High-turnout middle-class urban professionals and business families; historically consolidated voting patterns. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Ghatlodia.","BJP Fortress (≥50%)","BJP","Jitendrakumar Ramanlal Patel (Jitu Bhagat)","67.8%","11.22%","78.98%","8.61%","1.19%","BJP DOMINANCE: Winner secured 79.0% vote share","BJP","Kaushikbhai Jamnadas Patel (Kaushik Patel)","44.2%","BJP","Amit Shah","42.2%","BJP","Amit Shah","39.3%","+53.6% (BJP Gain)","+2.0% (BJP Gain)","+23.6% (BJP Gain)","2007: BJP (39.3%) -> 2012: BJP (42.2%) -> 2017: BJP (44.2%) -> 2022: BJP (67.8%)" 46,"Nikol","નિકોલ","Ahmedabad","Central Gujarat",15,"Ahmedabad East Industrial & Diamond Migrant","NO (Cluster Member Seat)","Connected member seat relying on Bapunagar commercial hub","Bapunagar (AC #49)","Vatva (AC #43); Nikol (AC #46); Naroda (AC #47); Thakkarbapa Nagar (AC #48); Bapunagar (AC #49); Amraiwadi (AC #50)","Vejalpur (AC #42) [Correlation: 0.99]","Autonomous Local Anchor (No incoming vector)","High-density eastern industrial estates (Naroda, Vatva, Odhav GIDC) and Saurashtra Patidar diamond/textile migrant communities. Small-scale manufacturing GST rates and factory labor concerns govern votes. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Vejalpur.","BJP Fortress (≥50%)","BJP","Jagdish Vishwakarma","36.8%","25.70%","62.53%","9.88%","1.92%","BJP DOMINANCE: Winner secured 62.5% vote share","BJP","Jagdish Panchal","16.2%","BJP","Panchal Jagdish Ishwarbhai","34.1%","BJP","Dr. Kodnani Maya Surendrakumar (Dr. Maya Kodnani)","57.3%","+45.6% (BJP Gain)","-17.9% (INC Gain)","+20.6% (BJP Gain)","2007: BJP (57.3%) -> 2012: BJP (34.1%) -> 2017: BJP (16.2%) -> 2022: BJP (36.8%)" 47,"Naroda","નરોડા","Ahmedabad","Central Gujarat",15,"Ahmedabad East Industrial & Diamond Migrant","NO (Cluster Member Seat)","Connected member seat relying on Bapunagar commercial hub","Bapunagar (AC #49)","Vatva (AC #43); Nikol (AC #46); Naroda (AC #47); Thakkarbapa Nagar (AC #48); Bapunagar (AC #49); Amraiwadi (AC #50)","Thakkarbapa Nagar (AC #48) [Correlation: 0.97]","Vatva (AC #43) [Correlation: 0.95]; Vejalpur (AC #42) [Correlation: 0.94]","High-density eastern industrial estates (Naroda, Vatva, Odhav GIDC) and Saurashtra Patidar diamond/textile migrant communities. Small-scale manufacturing GST rates and factory labor concerns govern votes. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Thakkarbapa Nagar.","BJP Fortress (≥50%) | AAP Spoiler / Fracture","BJP","Kukrani Payal Manojkumar","53.4%","0.00%","72.16%","18.72%","8.88%","HIGH OPPOSITION FRACTURE: AAP secured 18.7% vote share, dividing anti-incumbency votes","BJP","Thawani Balram Khubchand","37.1%","BJP","Wadhwani Nirmalaben Sunilbhai","40.1%","BJP","Dr. Kodnani Maya Surendrakumar (Dr. Maya Kodnani)","57.3%","-17.2% (INC Gain)","-3.0% (INC Gain)","+16.4% (BJP Gain)","2007: BJP (57.3%) -> 2012: BJP (40.1%) -> 2017: BJP (37.1%) -> 2022: BJP (53.4%)" 48,"Thakkarbapa Nagar","ઠક્કરબાપા નગર","Ahmedabad","Central Gujarat",15,"Ahmedabad East Industrial & Diamond Migrant","NO (Cluster Member Seat)","Connected member seat relying on Bapunagar commercial hub","Bapunagar (AC #49)","Vatva (AC #43); Nikol (AC #46); Naroda (AC #47); Thakkarbapa Nagar (AC #48); Bapunagar (AC #49); Amraiwadi (AC #50)","Vejalpur (AC #42) [Correlation: 0.99]","Naroda (AC #47) [Correlation: 0.97]","High-density eastern industrial estates (Naroda, Vatva, Odhav GIDC) and Saurashtra Patidar diamond/textile migrant communities. Small-scale manufacturing GST rates and factory labor concerns govern votes. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Vejalpur.","BJP Fortress (≥50%) | AAP Spoiler / Fracture","BJP","Kanchanben Vinubhai Radadiya","47.5%","19.08%","66.60%","13.00%","1.30%","HIGH OPPOSITION FRACTURE: AAP secured 13.0% vote share, dividing anti-incumbency votes","BJP","Kakadiya Vallabhbhai Gobarbhai","23.5%","BJP","Kakadiya Vallabhbhai Gobarbhai","35.0%","BJP","Dr. Kodnani Maya Surendrakumar (Dr. Maya Kodnani)","57.3%","+46.4% (BJP Gain)","-11.5% (INC Gain)","+24.1% (BJP Gain)","2007: BJP (57.3%) -> 2012: BJP (35.0%) -> 2017: BJP (23.5%) -> 2022: BJP (47.5%)" 49,"Bapunagar","બાપુનગર","Ahmedabad","Central Gujarat",15,"Ahmedabad East Industrial & Diamond Migrant","YES (Primary Epicenter Hub)","Bapunagar / Naroda Industrial & Diamond Center (Saurashtra migrant labor and SME manufacturing core)","Bapunagar (AC #49)","Vatva (AC #43); Nikol (AC #46); Naroda (AC #47); Thakkarbapa Nagar (AC #48); Bapunagar (AC #49); Amraiwadi (AC #50)","Amraiwadi (AC #50) [Correlation: 0.89]","Autonomous Source (Primary Epicenter — generates political momentum)","High-density eastern industrial estates (Naroda, Vatva, Odhav GIDC) and Saurashtra Patidar diamond/textile migrant communities. Small-scale manufacturing GST rates and factory labor concerns govern votes. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Amraiwadi.","INC Core Base (≥30%) | Multi-Cycle Swing Seat","BJP","Dineshsinh Rajendrasinh Kushwaha","10.0%","39.22%","49.20%","5.28%","5.52%","RESILIENT CADRE BASE: Congress retained solid 39.2% vote share despite adverse statewide wave","INC","Patel Himmatsinh Prahladsinh","2.5%","BJP","Rajput Jagrupsinh Girdansinh","2.3%","BJP","Dr. Kodnani Maya Surendrakumar (Dr. Maya Kodnani)","57.3%","+13.8% (BJP Gain)","-4.8% (INC Gain)","+12.5% (BJP Gain)","2007: BJP (57.3%) -> 2012: BJP (2.3%) -> 2017: INC (2.5%) -> 2022: BJP (10.0%)" 50,"Amraiwadi","અમરાઈવાડી","Ahmedabad","Central Gujarat",15,"Ahmedabad East Industrial & Diamond Migrant","NO (Cluster Member Seat)","Connected member seat relying on Bapunagar commercial hub","Bapunagar (AC #49)","Vatva (AC #43); Nikol (AC #46); Naroda (AC #47); Thakkarbapa Nagar (AC #48); Bapunagar (AC #49); Amraiwadi (AC #50)","Vejalpur (AC #42) [Correlation: 0.85]","Bapunagar (AC #49) [Correlation: 0.89]","High-density eastern industrial estates (Naroda, Vatva, Odhav GIDC) and Saurashtra Patidar diamond/textile migrant communities. Small-scale manufacturing GST rates and factory labor concerns govern votes. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Vejalpur.","INC Core Base (≥30%) | BJP Fortress (≥50%)","BJP","Dr. Hasmukh Patel","27.4%","32.07%","59.44%","4.92%","3.48%","RESILIENT CADRE BASE: Congress retained solid 32.1% vote share despite adverse statewide wave","BJP","Patel Hasmukhbhai Somabhai ( H. S. Patel )","29.4%","BJP","Patel Hasmukhbhai Somabhai","40.6%","BJP","Dr. Kodnani Maya Surendrakumar (Dr. Maya Kodnani)","57.3%","+52.0% (BJP Gain)","-11.2% (INC Gain)","-2.0% (INC Gain)","2007: BJP (57.3%) -> 2012: BJP (40.6%) -> 2017: BJP (29.4%) -> 2022: BJP (27.4%)" 51,"Dariapur","દરિયાપુર","Ahmedabad","Central Gujarat",16,"Ahmedabad Walled City & Minority/Dalit Core","NO (Cluster Member Seat)","Connected member seat relying on Maninagar commercial hub","Maninagar (AC #53)","Vejalpur (AC #42); Dariapur (AC #51); Jamalpur-Khadia (AC #52); Maninagar (AC #53); Danilimda (AC #54); Asarwa (AC #56)","Ghatlodia (AC #41) [Correlation: 0.83]","Maninagar (AC #53) [Correlation: 0.91]","Historical walled city core of Ahmedabad, artisan textile pols, and dense minority and Dalit populations. Traditional urban trading bazaars with deeply entrenched community mobilization. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Ghatlodia.","INC Core Base (≥30%) | Razor-Thin Battleground (≤5%) | Multi-Cycle Swing Seat","BJP","Kaushikbhai Sukhlal Jain (Kaushik Jain)","4.4%","45.14%","49.56%","3.51%","1.39%","HIGH-LEVERAGE BATTLEGROUND: Decided by razor-thin margin of only 4.4% (<4,000 votes)","INC","Shaikh Gyasuddin Habibuddeen","4.9%","INC","Gyasuddin Habibuddin Shekh","2.1%","INC","Shaikh Mohammad Faruk Hussainmiya (Faruk Shaikh)","18.0%","-7.4% (INC Gain)","-2.8% (INC Gain)","+9.3% (BJP Gain)","2007: INC (18.0%) -> 2012: INC (2.1%) -> 2017: INC (4.9%) -> 2022: BJP (4.4%)" 52,"Jamalpur-Khadia","જમાલપુર-ખાડિયા","Ahmedabad","Central Gujarat",16,"Ahmedabad Walled City & Minority/Dalit Core","NO (Cluster Member Seat)","Connected member seat relying on Maninagar commercial hub","Maninagar (AC #53)","Vejalpur (AC #42); Dariapur (AC #51); Jamalpur-Khadia (AC #52); Maninagar (AC #53); Danilimda (AC #54); Asarwa (AC #56)","Maninagar (AC #53) [Correlation: 0.50]","Autonomous Local Anchor (No incoming vector)","Historical walled city core of Ahmedabad, artisan textile pols, and dense minority and Dalit populations. Traditional urban trading bazaars with deeply entrenched community mobilization. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Maninagar.","INC Core Base (≥30%) | Multi-Cycle Swing Seat","INC","Imran Khedawala","10.84%","46.44%","35.59%","4.67%","13.23%","RESILIENT CADRE BASE: Congress retained solid 46.4% vote share despite adverse statewide wave","INC","Imran Yusufbhai Khedawala","22.98%","BJP","Bhatt Bhushan Ashok","5.09%","BJP","Ashok Bhatt (Khadia Predecessor)","17.5%","+16.6% (BJP Gain)","-28.1% (INC Gain)","+12.1% (BJP Gain)","2007: BJP (17.5%) -> 2012: BJP (5.09%) -> 2017: INC (22.98%) -> 2022: INC (10.84%)" 53,"Maninagar","મણિનગર","Ahmedabad","Central Gujarat",16,"Ahmedabad Walled City & Minority/Dalit Core","YES (Primary Epicenter Hub)","Jamalpur-Khadia / Dariapur Historic Wholesale Markets (Old Ahmedabad wholesale trade and artisan core)","Maninagar (AC #53)","Vejalpur (AC #42); Dariapur (AC #51); Jamalpur-Khadia (AC #52); Maninagar (AC #53); Danilimda (AC #54); Asarwa (AC #56)","Dariapur (AC #51) [Correlation: 0.91]","Jamalpur-Khadia (AC #52) [Correlation: 0.50]; Danilimda (AC #54) [Correlation: 0.87]","Historical walled city core of Ahmedabad, artisan textile pols, and dense minority and Dalit populations. Traditional urban trading bazaars with deeply entrenched community mobilization. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Dariapur.","BJP Fortress (≥50%)","BJP","Amul Bhatt","59.8%","14.74%","74.57%","9.35%","1.35%","BJP DOMINANCE: Winner secured 74.6% vote share","BJP","Patel Sureshbhai Dhanjibhai (Suresh Patel)","46.9%","BJP","Narendra Modi","54.0%","BJP","Narendra Modi","43.4%","+10.6% (BJP Gain)","-7.2% (INC Gain)","+12.9% (BJP Gain)","2007: BJP (43.4%) -> 2012: BJP (54.0%) -> 2017: BJP (46.9%) -> 2022: BJP (59.8%)" 54,"Danilimda","દાણીલીમડા","Ahmedabad","Central Gujarat",16,"Ahmedabad Walled City & Minority/Dalit Core","NO (Cluster Member Seat)","Connected member seat relying on Maninagar commercial hub","Maninagar (AC #53)","Vejalpur (AC #42); Dariapur (AC #51); Jamalpur-Khadia (AC #52); Maninagar (AC #53); Danilimda (AC #54); Asarwa (AC #56)","Maninagar (AC #53) [Correlation: 0.87]","Kalol (AC #38) [Correlation: 0.81]","Historical walled city core of Ahmedabad, artisan textile pols, and dense minority and Dalit populations. Traditional urban trading bazaars with deeply entrenched community mobilization. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Maninagar.","INC Core Base (≥30%) | AAP Spoiler / Fracture","INC","Shailesh Manubhai Parmar","8.7%","44.75%","36.02%","15.05%","4.15%","HIGH OPPOSITION FRACTURE: AAP secured 15.1% vote share, dividing anti-incumbency votes","INC","Parmar Shailesh Manharbhai","21.2%","INC","Shailesh Manubhai Parmar","10.4%","INC","Parmar Shailesh Manharbhai","15.5%","+1.1% (BJP Gain)","-10.8% (INC Gain)","+12.4% (BJP Gain)","2007: INC (15.5%) -> 2012: INC (10.4%) -> 2017: INC (21.2%) -> 2022: INC (8.7%)" 55,"Sabarmati","સાબરમતી","Ahmedabad","Central Gujarat",14,"Ahmedabad West Institutional & Premier","NO (Cluster Member Seat)","Connected member seat relying on Ghatlodia commercial hub","Ghatlodia (AC #41)","Ghatlodia (AC #41); Ellisbridge (AC #44); Naranpura (AC #45); Sabarmati (AC #55)","Naranpura (AC #45) [Correlation: 0.98]","Kadi (AC #24) [Correlation: 0.84]; Gandhinagar North (AC #36) [Correlation: 0.98]; Ghatlodia (AC #41) [Correlation: 0.93]","Affluent western Ahmedabad institutional, educational, and corporate residential metropolis. High-turnout middle-class urban professionals and business families; historically consolidated voting patterns. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Naranpura.","BJP Fortress (≥50%)","BJP","Patel Harshadbhai Ranchhodbhai (Harshad Patel)","63.9%","13.94%","77.89%","6.86%","1.34%","BJP DOMINANCE: Winner secured 77.9% vote share","BJP","Arvidkumar Gandabhai Patel (Dalal)","41.9%","BJP","Arvindkumar Gandalal Patel (Arvind Dalal)","44.5%","BJP","Patel Gitaben Yogeshbhai","42.1%","+2.4% (BJP Gain)","-2.6% (INC Gain)","+22.0% (BJP Gain)","2007: BJP (42.1%) -> 2012: BJP (44.5%) -> 2017: BJP (41.9%) -> 2022: BJP (63.9%)" 56,"Asarwa","અસારવા","Ahmedabad","Central Gujarat",16,"Ahmedabad Walled City & Minority/Dalit Core","NO (Cluster Member Seat)","Connected member seat relying on Maninagar commercial hub","Maninagar (AC #53)","Vejalpur (AC #42); Dariapur (AC #51); Jamalpur-Khadia (AC #52); Maninagar (AC #53); Danilimda (AC #54); Asarwa (AC #56)","Ellisbridge (AC #44) [Correlation: 0.50]","Autonomous Local Anchor (No incoming vector)","Historical walled city core of Ahmedabad, artisan textile pols, and dense minority and Dalit populations. Traditional urban trading bazaars with deeply entrenched community mobilization. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Ellisbridge.","BJP Fortress (≥50%) | AAP Spoiler / Fracture","BJP","Darshna M. Vaghela","43.9%","21.08%","65.03%","12.55%","1.35%","HIGH OPPOSITION FRACTURE: AAP secured 12.6% vote share, dividing anti-incumbency votes","BJP","Parmar Pradipbhai Khanabhai","37.7%","BJP","Rajanikant Mohanlal Patel (R.M.Patel)","28.0%","BJP","Pradipsinh Bhagvatsinh Jadeja","14.3%","+13.7% (BJP Gain)","+9.8% (BJP Gain)","+6.2% (BJP Gain)","2007: BJP (14.3%) -> 2012: BJP (28.0%) -> 2017: BJP (37.7%) -> 2022: BJP (43.9%)" 57,"Daskroi","દસક્રોઈ","Ahmedabad","Central Gujarat",12,"Ahmedabad Rural & Sanand Auto Hub","NO (Cluster Member Seat)","Connected member seat relying on Sanand commercial hub","Sanand (AC #40)","Viramgam (AC #39); Sanand (AC #40); Daskroi (AC #57)","Ellisbridge (AC #44) [Correlation: 0.50]","Autonomous Local Anchor (No incoming vector)","Automotive industrial manufacturing corridor (Tata/Ford/Maruti at Sanand) meeting dryland western agrarian plains. Land compensation and industrial employment expectations drive voter consensus. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Ellisbridge.","BJP Fortress (≥50%)","BJP","Babubhai Jamnadas Patel (B.J.P.)","36.9%","27.14%","63.99%","7.90%","1.00%","BJP DOMINANCE: Winner secured 64.0% vote share","BJP","Babubhai Jamnadas Patel","20.6%","BJP","Patel Babubhai Jamnadas","21.6%","BJP","Patel Babubhai Jamnadas (Bjp)","12.0%","+9.6% (BJP Gain)","-1.1% (INC Gain)","+16.3% (BJP Gain)","2007: BJP (12.0%) -> 2012: BJP (21.6%) -> 2017: BJP (20.6%) -> 2022: BJP (36.9%)" 58,"Dholka","ધોળકા","Ahmedabad","Central Gujarat",13,"Bhal & Nal Sarovar Coastal Plains","NO (Cluster Member Seat)","Connected member seat relying on Dhandhuka commercial hub","Dhandhuka (AC #59)","Dholka (AC #58); Dhandhuka (AC #59)","Matar (AC #115) [Correlation: 0.15]","Dhandhuka (AC #59) [Correlation: 0.96]; Khambhat (AC #108) [Correlation: 0.42]","Low-lying saline coastal plain of Bhal and Nal Sarovar sanctuary fringe. Rain-fed cotton and Bhalia wheat farming; highly sensitive to monsoon drainage and rural road connectivity. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Matar.","INC Core Base (≥30%) | BJP Fortress (≥50%) | Multi-Cycle Swing Seat","BJP","Kiritsinh Sardarsang Dabhi","8.0%","42.48%","50.46%","2.76%","4.34%","RESILIENT CADRE BASE: Congress retained solid 42.5% vote share despite adverse statewide wave","BJP","Bhupendrasinh Manubha Chudasama","0.2%","BJP","Chudasama Bhupendrasinh Manubha","13.1%","INC","Talpada Kanjibhai Rayabhai","2.2%","+15.3% (BJP Gain)","-12.8% (INC Gain)","+7.8% (BJP Gain)","2007: INC (2.2%) -> 2012: BJP (13.1%) -> 2017: BJP (0.2%) -> 2022: BJP (8.0%)" 59,"Dhandhuka","ધંધુકા","Ahmedabad","Central Gujarat",13,"Bhal & Nal Sarovar Coastal Plains","YES (Primary Epicenter Hub)","Dhandhuka Cotton APMC Mandi (Historic Bhal tract agricultural procurement node)","Dhandhuka (AC #59)","Dholka (AC #58); Dhandhuka (AC #59)","Dholka (AC #58) [Correlation: 0.96]","Botad (AC #107) [Correlation: 0.39]","Low-lying saline coastal plain of Bhal and Nal Sarovar sanctuary fringe. Rain-fed cotton and Bhalia wheat farming; highly sensitive to monsoon drainage and rural road connectivity. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Dholka.","INC Core Base (≥30%) | BJP Fortress (≥50%) | Multi-Cycle Swing Seat","BJP","Kalubhai Rupabhai Dabhi","21.0%","35.05%","56.08%","6.05%","2.85%","RESILIENT CADRE BASE: Congress retained solid 35.0% vote share despite adverse statewide wave","INC","Gohil Rajeshkumar Harjibhai","4.2%","BJP","Kolipatel Laljibhai Chaturbhai","20.4%","IND","Mer Ranchhodbhai Karshanbhai","6.9%","+27.4% (BJP Gain)","-24.7% (INC Gain)","+25.3% (BJP Gain)","2007: IND (6.9%) -> 2012: BJP (20.4%) -> 2017: INC (4.2%) -> 2022: BJP (21.0%)" 60,"Dasada","દસાડા","Surendranagar","Saurashtra & Kutch",17,"Surendranagar Cotton & Gateway Basin","NO (Cluster Member Seat)","Connected member seat relying on Chotila commercial hub","Chotila (AC #63)","Dasada (AC #60); Limbdi (AC #61); Wadhwan (AC #62); Chotila (AC #63); Dhrangadhra (AC #64)","Dhrangadhra (AC #64) [Correlation: 0.54]","Autonomous Local Anchor (No incoming vector)","Gateway to Saurashtra; cotton ginning, ceramic manufacturing, and desert salt pans. Major transit junction where North Gujarat agrarian dynamics cross into Saurashtra trade networks. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Dhrangadhra.","INC Core Base (≥30%) | AAP Spoiler / Fracture | Razor-Thin Battleground (≤5%) | Direct Flippable Target (INC+AAP > BJP) | Multi-Cycle Swing Seat","BJP","P.K.Parmar","1.3%","45.10%","46.43%","6.28%","2.22%","ARITHMETIC OPPOSITION FLIP: BJP won by 1.3%, but combined INC (45.1%) + AAP (6.3%) = 51.4% exceeds BJP (46.4%)","INC","Solanki Naushadji Bhalajibhai","2.5%","BJP","Makwana Punambhai Kalabhai","8.0%","BJP","Tundiya Shambhuprasad Baldevdasji","5.1%","+2.9% (BJP Gain)","-10.5% (INC Gain)","+3.8% (BJP Gain)","2007: BJP (5.1%) -> 2012: BJP (8.0%) -> 2017: INC (2.5%) -> 2022: BJP (1.3%)" 61,"Limbdi","લીંબડી","Surendranagar","Saurashtra & Kutch",17,"Surendranagar Cotton & Gateway Basin","NO (Cluster Member Seat)","Connected member seat relying on Chotila commercial hub","Chotila (AC #63)","Dasada (AC #60); Limbdi (AC #61); Wadhwan (AC #62); Chotila (AC #63); Dhrangadhra (AC #64)","Wadhwan (AC #62) [Correlation: 0.76]","Chotila (AC #63) [Correlation: 0.79]","Gateway to Saurashtra; cotton ginning, ceramic manufacturing, and desert salt pans. Major transit junction where North Gujarat agrarian dynamics cross into Saurashtra trade networks. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Wadhwan.","AAP Spoiler / Fracture | Direct Flippable Target (INC+AAP > BJP) | Multi-Cycle Swing Seat","BJP","Kiritsinh Jitubha Rana","12.8%","18.18%","45.14%","32.37%","4.33%","ARITHMETIC OPPOSITION FLIP: BJP won by 12.8%, but combined INC (18.2%) + AAP (32.4%) = 50.5% exceeds BJP (45.1%)","INC","Kolipatel Somabhai Gandalal","9.0%","INC","Kolipatel Somabhai Gandalal","1.0%","BJP","Rana Kiritsinh Jeetubha","6.8%","-7.8% (INC Gain)","-8.0% (INC Gain)","+21.8% (BJP Gain)","2007: BJP (6.8%) -> 2012: INC (1.0%) -> 2017: INC (9.0%) -> 2022: BJP (12.8%)" 62,"Wadhwan","વઢવાણ","Surendranagar","Saurashtra & Kutch",17,"Surendranagar Cotton & Gateway Basin","NO (Cluster Member Seat)","Connected member seat relying on Chotila commercial hub","Chotila (AC #63)","Dasada (AC #60); Limbdi (AC #61); Wadhwan (AC #62); Chotila (AC #63); Dhrangadhra (AC #64)","Dhrangadhra (AC #64) [Correlation: 0.75]","Limbdi (AC #61) [Correlation: 0.76]","Gateway to Saurashtra; cotton ginning, ceramic manufacturing, and desert salt pans. Major transit junction where North Gujarat agrarian dynamics cross into Saurashtra trade networks. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Dhrangadhra.","BJP Fortress (≥50%) | AAP Spoiler / Fracture","BJP","Jagdishbhai Prabhubhai Makwana","37.8%","12.92%","61.11%","23.32%","2.68%","HIGH OPPOSITION FRACTURE: AAP secured 23.3% vote share, dividing anti-incumbency votes","BJP","Dhanjibhai Patel (Makson)","11.4%","BJP","Doshi Varshaben Narendrabhai","10.9%","BJP","Doshi Varshaben Narendrabhai","5.9%","+4.9% (BJP Gain)","+0.6% (BJP Gain)","+26.4% (BJP Gain)","2007: BJP (5.9%) -> 2012: BJP (10.9%) -> 2017: BJP (11.4%) -> 2022: BJP (37.8%)" 63,"Chotila","ચોટીલા","Surendranagar","Saurashtra & Kutch",17,"Surendranagar Cotton & Gateway Basin","YES (Primary Epicenter Hub)","Surendranagar / Wadhwan APMC Cotton Market (Saurashtra cotton ginning and rail transit hub)","Chotila (AC #63)","Dasada (AC #60); Limbdi (AC #61); Wadhwan (AC #62); Chotila (AC #63); Dhrangadhra (AC #64)","Limbdi (AC #61) [Correlation: 0.79]","Autonomous Source (Primary Epicenter — generates political momentum)","Gateway to Saurashtra; cotton ginning, ceramic manufacturing, and desert salt pans. Major transit junction where North Gujarat agrarian dynamics cross into Saurashtra trade networks. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Limbdi.","AAP Spoiler / Fracture | Direct Flippable Target (INC+AAP > BJP) | Multi-Cycle Swing Seat","BJP","Chauhan Shamajibhai Bhimajibhai","15.6%","26.34%","43.19%","27.60%","2.90%","ARITHMETIC OPPOSITION FLIP: BJP won by 15.6%, but combined INC (26.3%) + AAP (27.6%) = 53.9% exceeds BJP (43.2%)","INC","Makwana Rutvikbhai Lavjibhai","15.9%","BJP","Shamjibhai Bhimjibhai Chauhan","8.3%","INC","Jinjariya Popatbhai Savsibhai","1.8%","+10.1% (BJP Gain)","-24.2% (INC Gain)","+31.5% (BJP Gain)","2007: INC (1.8%) -> 2012: BJP (8.3%) -> 2017: INC (15.9%) -> 2022: BJP (15.6%)" 64,"Dhrangadhra","ધ્રાંગધ્રા","Surendranagar","Saurashtra & Kutch",17,"Surendranagar Cotton & Gateway Basin","NO (Cluster Member Seat)","Connected member seat relying on Chotila commercial hub","Chotila (AC #63)","Dasada (AC #60); Limbdi (AC #61); Wadhwan (AC #62); Chotila (AC #63); Dhrangadhra (AC #64)","Morbi (AC #65) [Correlation: 0.44]","Dasada (AC #60) [Correlation: 0.54]; Wadhwan (AC #62) [Correlation: 0.75]","Gateway to Saurashtra; cotton ginning, ceramic manufacturing, and desert salt pans. Major transit junction where North Gujarat agrarian dynamics cross into Saurashtra trade networks. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Morbi.","INC Core Base (≥30%) | AAP Spoiler / Fracture | Multi-Cycle Swing Seat","BJP","Prakashbhai Parsotambhai Varmora","15.9%","33.79%","49.74%","13.60%","2.90%","HIGH OPPOSITION FRACTURE: AAP secured 13.6% vote share, dividing anti-incumbency votes","INC","Parsotam Ukabhai Sabariya","7.4%","BJP","Kavadiya Jayantibhai Ramjibhai","9.5%","INC","Patel Harilal Mohanlal","10.3%","+19.7% (BJP Gain)","-16.8% (INC Gain)","+23.3% (BJP Gain)","2007: INC (10.3%) -> 2012: BJP (9.5%) -> 2017: INC (7.4%) -> 2022: BJP (15.9%)" 65,"Morbi","મોરબી","Morbi","Saurashtra & Kutch",18,"Morbi Ceramic & Industrial Cluster","YES (Primary Epicenter Hub)","Morbi Ceramic Industrial Zone & APMC (Global ceramic tile manufacturing capital)","Morbi (AC #65)","Morbi (AC #65); Tankara (AC #66); Wankaner (AC #67)","Tankara (AC #66) [Correlation: 0.60]","Dhrangadhra (AC #64) [Correlation: 0.44]; Jamnagar Rural (AC #77) [Correlation: 0.99]","World's second-largest ceramic tile industrial cluster (over 800 automated factories). Piped natural gas (PNG) tariffs, export container freight, and coal gasification regulations govern voter anxiety. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Tankara.","BJP Fortress (≥50%) | Multi-Cycle Swing Seat","BJP","Amrutiya Kantilal Shivlal","32.3%","27.28%","59.57%","9.12%","3.88%","BJP DOMINANCE: Winner secured 59.6% vote share","INC","Brijesh Merja","1.9%","BJP","Amrutiya Kantilal Shivlal","1.7%","BJP","Amrutiya Kantilal Shivlal","16.2%","-14.5% (INC Gain)","-3.6% (INC Gain)","+34.2% (BJP Gain)","2007: BJP (16.2%) -> 2012: BJP (1.7%) -> 2017: INC (1.9%) -> 2022: BJP (32.3%)" 66,"Tankara","ટંકારા","Morbi","Saurashtra & Kutch",18,"Morbi Ceramic & Industrial Cluster","NO (Cluster Member Seat)","Connected member seat relying on Morbi commercial hub","Morbi (AC #65)","Morbi (AC #65); Tankara (AC #66); Wankaner (AC #67)","Jamnagar Rural (AC #77) [Correlation: 0.53]","Morbi (AC #65) [Correlation: 0.60]; Kalavad (AC #76) [Correlation: 0.50]","World's second-largest ceramic tile industrial cluster (over 800 automated factories). Piped natural gas (PNG) tariffs, export container freight, and coal gasification regulations govern voter anxiety. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Jamnagar Rural.","INC Core Base (≥30%) | AAP Spoiler / Fracture | Direct Flippable Target (INC+AAP > BJP) | Multi-Cycle Swing Seat","BJP","Durlabhjibhai Harakhjibhai Dethariya","5.8%","41.32%","47.13%","10.09%","1.51%","ARITHMETIC OPPOSITION FLIP: BJP won by 5.8%, but combined INC (41.3%) + AAP (10.1%) = 51.4% exceeds BJP (47.1%)","INC","Kagathara Lalitbhai","18.1%","BJP","Kundariya Mohanbhai Kalyanjibhai","10.3%","BJP","Kundariya Mohanbhai Kalyanjibhai","15.6%","-5.3% (INC Gain)","-28.4% (INC Gain)","+23.9% (BJP Gain)","2007: BJP (15.6%) -> 2012: BJP (10.3%) -> 2017: INC (18.1%) -> 2022: BJP (5.8%)" 67,"Wankaner","વાંકાનેર","Morbi","Saurashtra & Kutch",18,"Morbi Ceramic & Industrial Cluster","NO (Cluster Member Seat)","Connected member seat relying on Morbi commercial hub","Morbi (AC #65)","Morbi (AC #65); Tankara (AC #66); Wankaner (AC #67)","Rajkot South (AC #70) [Correlation: 0.71]","Autonomous Local Anchor (No incoming vector)","World's second-largest ceramic tile industrial cluster (over 800 automated factories). Piped natural gas (PNG) tariffs, export container freight, and coal gasification regulations govern voter anxiety. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Rajkot South.","INC Core Base (≥30%) | AAP Spoiler / Fracture | Direct Flippable Target (INC+AAP > BJP) | Multi-Cycle Swing Seat","BJP","Jitendra Kantilal Somani","10.0%","30.29%","40.24%","26.68%","2.82%","ARITHMETIC OPPOSITION FLIP: BJP won by 10.0%, but combined INC (30.3%) + AAP (26.7%) = 57.0% exceeds BJP (40.2%)","INC","Pirzada Mahamadjavid Abdulmutalib","0.8%","INC","Pirzada Mahamadjavid Abdulmutalib","3.5%","INC","Pirjada Mahmadjavid Abdulmutlib","16.3%","+12.8% (BJP Gain)","+2.7% (BJP Gain)","+10.7% (BJP Gain)","2007: INC (16.3%) -> 2012: INC (3.5%) -> 2017: INC (0.8%) -> 2022: BJP (10.0%)" 68,"Rajkot East","રાજકોટ પૂર્વ","Rajkot","Saurashtra & Kutch",19,"Rajkot Urban Metropolis","NO (Cluster Member Seat)","Connected member seat relying on Rajkot West commercial hub","Rajkot West (AC #69)","Rajkot East (AC #68); Rajkot West (AC #69); Rajkot South (AC #70); Rajkot Rural (AC #71)","Rajkot Rural (AC #71) [Correlation: 0.44]","Autonomous Local Anchor (No incoming vector)","The undisputed political, judicial, and financial metropolis of Saurashtra. Engineering diesel engine casting, machine tools, and gold jewelry manufacturing; political bellwether of the peninsula. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Rajkot Rural.","INC Core Base (≥30%) | AAP Spoiler / Fracture | Direct Flippable Target (INC+AAP > BJP) | Multi-Cycle Swing Seat","BJP","Uday Kangad","15.6%","31.44%","47.09%","19.36%","2.14%","ARITHMETIC OPPOSITION FLIP: BJP won by 15.6%, but combined INC (31.4%) + AAP (19.4%) = 50.8% exceeds BJP (47.1%)","BJP","Arvind Raiyani","13.3%","INC","Rajguru Indranil Sanjaybhai","2.9%","BJP","Govindbhai Ukabhai Patel","19.0%","+8.5% (BJP Gain)","+16.3% (BJP Gain)","+2.3% (BJP Gain)","2007: BJP (19.0%) -> 2012: INC (2.9%) -> 2017: BJP (13.3%) -> 2022: BJP (15.6%)" 69,"Rajkot West","રાજકોટ પશ્ચિમ","Rajkot","Saurashtra & Kutch",19,"Rajkot Urban Metropolis","YES (Primary Epicenter Hub)","Rajkot Urban Commercial Core (Saurashtra's primary financial and political nerve center)","Rajkot West (AC #69)","Rajkot East (AC #68); Rajkot West (AC #69); Rajkot South (AC #70); Rajkot Rural (AC #71)","Rajkot South (AC #70) [Correlation: 0.98]","Autonomous Source (Primary Epicenter — generates political momentum)","The undisputed political, judicial, and financial metropolis of Saurashtra. Engineering diesel engine casting, machine tools, and gold jewelry manufacturing; political bellwether of the peninsula. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Rajkot South.","BJP Fortress (≥50%) | AAP Spoiler / Fracture","BJP","Dr. Darshita Shah","52.8%","16.31%","69.14%","13.12%","1.38%","HIGH OPPOSITION FRACTURE: AAP secured 13.1% vote share, dividing anti-incumbency votes","BJP","Vijay Rupani","25.2%","BJP","Vajubhai Rudabhai Vala","15.0%","BJP","Vajubhai Vala","11.0%","+26.4% (BJP Gain)","+10.2% (BJP Gain)","+27.7% (BJP Gain)","2007: BJP (11.0%) -> 2012: BJP (15.0%) -> 2017: BJP (25.2%) -> 2022: BJP (52.8%)" 70,"Rajkot South","રાજકોટ દક્ષિણ","Rajkot","Saurashtra & Kutch",19,"Rajkot Urban Metropolis","NO (Cluster Member Seat)","Connected member seat relying on Rajkot West commercial hub","Rajkot West (AC #69)","Rajkot East (AC #68); Rajkot West (AC #69); Rajkot South (AC #70); Rajkot Rural (AC #71)","Kalavad (AC #76) [Correlation: 0.50]","Wankaner (AC #67) [Correlation: 0.71]; Rajkot West (AC #69) [Correlation: 0.98]","The undisputed political, judicial, and financial metropolis of Saurashtra. Engineering diesel engine casting, machine tools, and gold jewelry manufacturing; political bellwether of the peninsula. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Kalavad.","BJP Fortress (≥50%) | AAP Spoiler / Fracture","BJP","Rameshbhai Virjibhai Tilala","52.3%","14.91%","67.41%","15.15%","2.55%","HIGH OPPOSITION FRACTURE: AAP secured 15.2% vote share, dividing anti-incumbency votes","BJP","Govindbhai Patel","30.5%","BJP","Govind Patel","20.8%","BJP","Vajubhai Vala","11.0%","+32.3% (BJP Gain)","+9.7% (BJP Gain)","+21.7% (BJP Gain)","2007: BJP (11.0%) -> 2012: BJP (20.8%) -> 2017: BJP (30.5%) -> 2022: BJP (52.3%)" 71,"Rajkot Rural","રાજકોટ ગ્રામ્ય","Rajkot","Saurashtra & Kutch",19,"Rajkot Urban Metropolis","NO (Cluster Member Seat)","Connected member seat relying on Rajkot West commercial hub","Rajkot West (AC #69)","Rajkot East (AC #68); Rajkot West (AC #69); Rajkot South (AC #70); Rajkot Rural (AC #71)","Jetpur (AC #74) [Correlation: 0.69]","Rajkot East (AC #68) [Correlation: 0.44]","The undisputed political, judicial, and financial metropolis of Saurashtra. Engineering diesel engine casting, machine tools, and gold jewelry manufacturing; political bellwether of the peninsula. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Jetpur.","BJP Fortress (≥50%) | AAP Spoiler / Fracture","BJP","Bhanuben Manoharbhai Babariya","21.6%","12.98%","53.25%","31.67%","2.13%","HIGH OPPOSITION FRACTURE: AAP secured 31.7% vote share, dividing anti-incumbency votes","BJP","Lakhabhai Sagathiya","1.1%","BJP","Bhanuben Manoharbhai Babariya","7.7%","BJP","Bhanuben Manoharbhai Babariya","21.3%","-13.6% (INC Gain)","-6.5% (INC Gain)","+20.4% (BJP Gain)","2007: BJP (21.3%) -> 2012: BJP (7.7%) -> 2017: BJP (1.1%) -> 2022: BJP (21.6%)" 72,"Jasdan","જસદણ","Rajkot","Saurashtra & Kutch",20,"Rajkot Southern Patidar Belt","NO (Cluster Member Seat)","Connected member seat relying on Dhoraji commercial hub","Dhoraji (AC #75)","Jasdan (AC #72); Gondal (AC #73); Jetpur (AC #74); Dhoraji (AC #75)","Gondal (AC #73) [Correlation: 0.99]","Autonomous Local Anchor (No incoming vector)","Groundnut oil milling, textile screen-printing (Jetpur), and prosperous Leuva Patidar agrarian heartland. Gondal's mega APMC sets price discovery for agricultural produce across all of Saurashtra. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Gondal.","AAP Spoiler / Fracture | Direct Flippable Target (INC+AAP > BJP) | Multi-Cycle Swing Seat","BJP","Kunvarjibhai Mohanbhai Bavaliya","10.2%","28.75%","40.06%","29.91%","1.29%","ARITHMETIC OPPOSITION FLIP: BJP won by 10.2%, but combined INC (28.8%) + AAP (29.9%) = 58.7% exceeds BJP (40.1%)","INC","Bavaliya Kunvarjibhai Mohanbhai","5.6%","INC","Gohel Bholabhai Bhikhabhai","6.6%","INC","Bavaliya Kunvarjibhai Mohanbhai","21.6%","+15.0% (BJP Gain)","+1.0% (BJP Gain)","+15.7% (BJP Gain)","2007: INC (21.6%) -> 2012: INC (6.6%) -> 2017: INC (5.6%) -> 2022: BJP (10.2%)" 73,"Gondal","ગોંડલ","Rajkot","Saurashtra & Kutch",20,"Rajkot Southern Patidar Belt","NO (Cluster Member Seat)","Connected member seat relying on Dhoraji commercial hub","Dhoraji (AC #75)","Jasdan (AC #72); Gondal (AC #73); Jetpur (AC #74); Dhoraji (AC #75)","Jetpur (AC #74) [Correlation: 0.89]","Dhoraji (AC #75) [Correlation: 0.92]; Jasdan (AC #72) [Correlation: 0.99]","Groundnut oil milling, textile screen-printing (Jetpur), and prosperous Leuva Patidar agrarian heartland. Gondal's mega APMC sets price discovery for agricultural produce across all of Saurashtra. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Jetpur.","INC Core Base (≥30%) | BJP Fortress (≥50%) | Multi-Cycle Swing Seat","BJP","Geetaba Jayrajsinh Jadeja","30.4%","30.00%","60.39%","9.18%","0.42%","RESILIENT CADRE BASE: Congress retained solid 30.0% vote share despite adverse statewide wave","BJP","Jadeja Geetaba Jayrajsinh","11.2%","BJP","Jadeja Jayrajsinh Temubha","13.3%","NCP","Vaghasiya Chandubhai Bachubhai","0.5%","+13.8% (BJP Gain)","-2.1% (INC Gain)","+19.2% (BJP Gain)","2007: NCP (0.5%) -> 2012: BJP (13.3%) -> 2017: BJP (11.2%) -> 2022: BJP (30.4%)" 74,"Jetpur","જેતપુર","Rajkot","Saurashtra & Kutch",20,"Rajkot Southern Patidar Belt","NO (Cluster Member Seat)","Connected member seat relying on Dhoraji commercial hub","Dhoraji (AC #75)","Jasdan (AC #72); Gondal (AC #73); Jetpur (AC #74); Dhoraji (AC #75)","Dhoraji (AC #75) [Correlation: 0.91]","Rajkot Rural (AC #71) [Correlation: 0.69]; Gondal (AC #73) [Correlation: 0.89]","Groundnut oil milling, textile screen-printing (Jetpur), and prosperous Leuva Patidar agrarian heartland. Gondal's mega APMC sets price discovery for agricultural produce across all of Saurashtra. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Dhoraji.","BJP Fortress (≥50%) | AAP Spoiler / Fracture | Multi-Cycle Swing Seat","BJP","Rathwa Jayantibhai Savjibhai","21.4%","7.08%","61.60%","17.09%","14.21%","HIGH OPPOSITION FRACTURE: AAP secured 17.1% vote share, dividing anti-incumbency votes","INC","Rathva Sukhrambhai Hariyabhai","1.9%","BJP","Rathava Jayantibhai Savajibhai","2.7%","INC","Mohansinh Chhotubhai Rathava","1.0%","-9.6% (INC Gain)","+25.1% (BJP Gain)","+30.0% (BJP Gain)","2007: INC (1.0%) -> 2012: BJP (2.7%) -> 2017: INC (1.9%) -> 2022: BJP (21.4%)" 75,"Dhoraji","ધોરાજી","Rajkot","Saurashtra & Kutch",20,"Rajkot Southern Patidar Belt","YES (Primary Epicenter Hub)","Gondal APMC Mandi (Saurashtra's largest agricultural price-discovery auction center)","Dhoraji (AC #75)","Jasdan (AC #72); Gondal (AC #73); Jetpur (AC #74); Dhoraji (AC #75)","Gondal (AC #73) [Correlation: 0.92]","Jetpur (AC #74) [Correlation: 0.91]; Manavadar (AC #85) [Correlation: 0.74]","Groundnut oil milling, textile screen-printing (Jetpur), and prosperous Leuva Patidar agrarian heartland. Gondal's mega APMC sets price discovery for agricultural produce across all of Saurashtra. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Gondal.","INC Core Base (≥30%) | AAP Spoiler / Fracture | Direct Flippable Target (INC+AAP > BJP) | Multi-Cycle Swing Seat","BJP","Dr. Mahendrabhai Padalia","8.0%","35.31%","43.30%","19.42%","1.98%","ARITHMETIC OPPOSITION FLIP: BJP won by 8.0%, but combined INC (35.3%) + AAP (19.4%) = 54.7% exceeds BJP (43.3%)","INC","Lalit Vasoya","16.0%","INC","Radadiya Vitthalbhai Hansrajbhai","1.8%","INC","Radadiya Vitthalbhai Hansrajbhai","13.7%","+11.9% (BJP Gain)","-14.2% (INC Gain)","+24.0% (BJP Gain)","2007: INC (13.7%) -> 2012: INC (1.8%) -> 2017: INC (16.0%) -> 2022: BJP (8.0%)" 76,"Kalavad","કાલાવડ","Jamnagar","Saurashtra & Kutch",22,"Jamnagar Agrarian & Groundnut Belt","NO (Cluster Member Seat)","Connected member seat relying on Jamjodhpur commercial hub","Jamjodhpur (AC #80)","Kalavad (AC #76); Jamjodhpur (AC #80)","Tankara (AC #66) [Correlation: 0.50]","Rajkot South (AC #70) [Correlation: 0.50]; Jamnagar North (AC #78) [Correlation: 0.50]","Agrarian groundnut, cotton, and sesame heartland watered by seasonal river reservoirs. Rich farming cooperatives and farmer unions dictate synchronized election swings. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Tankara.","AAP Spoiler / Fracture | Direct Flippable Target (INC+AAP > BJP) | Multi-Cycle Swing Seat","BJP","Chavda Meghjibhai Amarabhai","12.29%","18.87%","45.97%","33.68%","1.52%","ARITHMETIC OPPOSITION FLIP: BJP won by 12.3%, but combined INC (18.9%) + AAP (33.7%) = 52.5% exceeds BJP (46.0%)","INC","Musadiya Pravinbhai Narashibhai","25.62%","BJP","Chavda Meghjibhai Amarabhai","4.55%","BJP","Faldu Ranchhodbhai Chanabhai (R.C.Faldu) age 50 · male","7.40%","-2.9% (INC Gain)","-30.2% (INC Gain)","+37.9% (BJP Gain)","2007: BJP (7.40%) -> 2012: BJP (4.55%) -> 2017: INC (25.62%) -> 2022: BJP (12.29%)" 77,"Jamnagar Rural","જામનગર ગ્રામ્ય","Jamnagar","Saurashtra & Kutch",21,"Jamnagar Urban & Refinery Port","NO (Cluster Member Seat)","Connected member seat relying on Jamnagar South commercial hub","Jamnagar South (AC #79)","Jamnagar Rural (AC #77); Jamnagar North (AC #78); Jamnagar South (AC #79)","Morbi (AC #65) [Correlation: 0.99]","Tankara (AC #66) [Correlation: 0.53]","India's largest petroleum refining complexes (Reliance Jamnagar, Nayara Energy), brass parts MSMEs, and Gulf of Kutch maritime trade. Coastal port labor and engineering workers shape trends. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Morbi.","AAP Spoiler / Fracture | Multi-Cycle Swing Seat","BJP","Patel Raghavjibhai Hansrajbhai","29.6%","11.67%","49.50%","19.90%","18.90%","HIGH OPPOSITION FRACTURE: AAP secured 19.9% vote share, dividing anti-incumbency votes","INC","Dharaviya Vallabhbhai Veljibhai","4.4%","INC","Raghavji Hansraj Patel","2.4%","BJP","Laljibhai Premjibhai Solanki","7.1%","-9.6% (INC Gain)","-1.9% (INC Gain)","+34.0% (BJP Gain)","2007: BJP (7.1%) -> 2012: INC (2.4%) -> 2017: INC (4.4%) -> 2022: BJP (29.6%)" 78,"Jamnagar North","જામનગર ઉત્તર","Jamnagar","Saurashtra & Kutch",21,"Jamnagar Urban & Refinery Port","NO (Cluster Member Seat)","Connected member seat relying on Jamnagar South commercial hub","Jamnagar South (AC #79)","Jamnagar Rural (AC #77); Jamnagar North (AC #78); Jamnagar South (AC #79)","Kalavad (AC #76) [Correlation: 0.50]","Jamnagar South (AC #79) [Correlation: 0.52]","India's largest petroleum refining complexes (Reliance Jamnagar, Nayara Energy), brass parts MSMEs, and Gulf of Kutch maritime trade. Coastal port labor and engineering workers shape trends. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Kalavad.","BJP Fortress (≥50%) | AAP Spoiler / Fracture | Multi-Cycle Swing Seat","BJP","Rivasinh Hardevsinh Solanki (Rivaba Ravindrasinh Jadeja)","35.4%","15.38%","58.72%","23.31%","2.59%","HIGH OPPOSITION FRACTURE: AAP secured 23.3% vote share, dividing anti-incumbency votes","BJP","Jadeja Dharmendrasinh Merubha (Hakubha)","28.9%","INC","Jadeja Dharmendrasinh Merubha (Hakubha Jadeja)","7.7%","BJP","Prof. Vasuben Trivedi","1.6%","+3.7% (BJP Gain)","+36.7% (BJP Gain)","+6.5% (BJP Gain)","2007: BJP (1.6%) -> 2012: INC (7.7%) -> 2017: BJP (28.9%) -> 2022: BJP (35.4%)" 79,"Jamnagar South","જામનગર દક્ષિણ","Jamnagar","Saurashtra & Kutch",21,"Jamnagar Urban & Refinery Port","YES (Primary Epicenter Hub)","Jamnagar Urban & Brass Industrial Hub (World-scale petrochemical and brass parts capital)","Jamnagar South (AC #79)","Jamnagar Rural (AC #77); Jamnagar North (AC #78); Jamnagar South (AC #79)","Jamnagar North (AC #78) [Correlation: 0.52]","Autonomous Source (Primary Epicenter — generates political momentum)","India's largest petroleum refining complexes (Reliance Jamnagar, Nayara Energy), brass parts MSMEs, and Gulf of Kutch maritime trade. Coastal port labor and engineering workers shape trends. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Jamnagar North.","BJP Fortress (≥50%) | AAP Spoiler / Fracture","BJP","Akbari Divyeshbhai Ranchhodbhai","48.0%","18.22%","66.21%","12.70%","2.90%","HIGH OPPOSITION FRACTURE: AAP secured 12.7% vote share, dividing anti-incumbency votes","BJP","Ranchhodbhai Chanabhai Faldu (R.C.Faldu)","12.5%","BJP","Trivedi Vasuben Narendrabhai","2.4%","BJP","Prof. Vasuben Trivedi","1.6%","+13.8% (BJP Gain)","+10.1% (BJP Gain)","+35.5% (BJP Gain)","2007: BJP (1.6%) -> 2012: BJP (2.4%) -> 2017: BJP (12.5%) -> 2022: BJP (48.0%)" 80,"Jamjodhpur","જામજોધપુર","Jamnagar","Saurashtra & Kutch",22,"Jamnagar Agrarian & Groundnut Belt","YES (Primary Epicenter Hub)","Jamjodhpur APMC Mandi (Western Saurashtra agrarian groundnut and cotton trading node)","Jamjodhpur (AC #80)","Kalavad (AC #76); Jamjodhpur (AC #80)","Terminal Wave Absorber (Extremity Node — political waves terminate here)","Porbandar (AC #83) [Correlation: 0.89]","Agrarian groundnut, cotton, and sesame heartland watered by seasonal river reservoirs. Rich farming cooperatives and farmer unions dictate synchronized election swings. Serves as the nodal price-discovery and political gravity center for all surrounding rural constituencies in Cluster 22.","AAP Spoiler / Fracture | Multi-Cycle Swing Seat","AAP","Ahir Hemantbhai Hardasbhai","7.0%","9.08%","40.96%","47.95%","2.05%","HIGH OPPOSITION FRACTURE: AAP secured 48.0% vote share, dividing anti-incumbency votes","INC","Kalariya Chiragbhai Rameshbhai","1.9%","BJP","Shapriya Chimanbhai Dharamshibhai","20.7%","INC","Jadeja Brijrajsinh Hematsinh","0.0%","+20.8% (BJP Gain)","-22.6% (INC Gain)","-5.1% (INC Gain)","2007: INC (0.0%) -> 2012: BJP (20.7%) -> 2017: INC (1.9%) -> 2022: AAP (7.0%)" 81,"Khambhalia","ખંભાળિયા","Devbhumi Dwarka","Saurashtra & Kutch",23,"Devbhumi Dwarka Coastal Pilgrimage","YES (Primary Epicenter Hub)","Khambhalia / Dwarka Maritime & Pilgrimage Trade Center (District headquarters and port trade hub)","Khambhalia (AC #81)","Khambhalia (AC #81); Dwarka (AC #82)","Dwarka (AC #82) [Correlation: -0.44]","Autonomous Source (Primary Epicenter — generates political momentum)","Coastal pilgrimage economy, maritime fisheries, and limestone mining along the Arabian Sea. Maher and coastal Koli seafaring communities dominate socio-political dynamics. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Dwarka.","AAP Spoiler / Fracture | Direct Flippable Target (INC+AAP > BJP) | Multi-Cycle Swing Seat","BJP","Ayar Mulubhai Hardasbhai Bera","10.0%","23.86%","41.53%","31.53%","3.07%","ARITHMETIC OPPOSITION FLIP: BJP won by 10.0%, but combined INC (23.9%) + AAP (31.5%) = 55.4% exceeds BJP (41.5%)","INC","Ahir Vikrambhai Arjanbhai Madam","7.0%","BJP","Poonamben Hematbhai Maadam","24.3%","BJP","Kanzariya Meghji Daya","0.9%","+23.4% (BJP Gain)","-31.3% (INC Gain)","+17.0% (BJP Gain)","2007: BJP (0.9%) -> 2012: BJP (24.3%) -> 2017: INC (7.0%) -> 2022: BJP (10.0%)" 82,"Dwarka","દ્વારકા","Devbhumi Dwarka","Saurashtra & Kutch",23,"Devbhumi Dwarka Coastal Pilgrimage","NO (Cluster Member Seat)","Connected member seat relying on Khambhalia commercial hub","Khambhalia (AC #81)","Khambhalia (AC #81); Dwarka (AC #82)","Terminal Wave Absorber (Extremity Node — political waves terminate here)","Khambhalia (AC #81) [Correlation: -0.44]","Coastal pilgrimage economy, maritime fisheries, and limestone mining along the Arabian Sea. Maher and coastal Koli seafaring communities dominate socio-political dynamics.","INC Core Base (≥30%) | AAP Spoiler / Fracture | Razor-Thin Battleground (≤5%) | Direct Flippable Target (INC+AAP > BJP)","BJP","Pabubha Virambha Manek","3.0%","38.75%","41.75%","16.01%","3.49%","ARITHMETIC OPPOSITION FLIP: BJP won by 3.0%, but combined INC (38.8%) + AAP (16.0%) = 54.8% exceeds BJP (41.8%)","BJP","Pabubha Virambha Manek","3.8%","BJP","Pabubha Virambha Manek","3.8%","BJP","Manek Pabubha Virambha","13.8%","-10.0% (INC Gain)","0.0% (INC Gain)","-0.8% (INC Gain)","2007: BJP (13.8%) -> 2012: BJP (3.8%) -> 2017: BJP (3.8%) -> 2022: BJP (3.0%)" 83,"Porbandar","પોરબંદર","Porbandar","Saurashtra & Kutch",24,"Porbandar Coastal Marine Belt","NO (Cluster Member Seat)","Connected member seat relying on Kutiyana commercial hub","Kutiyana (AC #84)","Porbandar (AC #83); Kutiyana (AC #84)","Jamjodhpur (AC #80) [Correlation: 0.89]","Kutiyana (AC #84) [Correlation: -0.71]","Maritime fishing harbor, seafood processing for export, and coastal shipping. Deep-sea fishing diesel subsidies, coastal environment regulations, and Maher community networks bind these seats. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Jamjodhpur.","INC Core Base (≥30%) | Razor-Thin Battleground (≤5%) | Multi-Cycle Swing Seat","INC","Arjunbhai Devabhai Modhwadia","5.0%","50.20%","45.19%","3.25%","1.35%","HIGH-LEVERAGE BATTLEGROUND: Decided by razor-thin margin of only 5.0% (<4,000 votes)","BJP","Babubhai Bhimabhai Bokhiriya","1.2%","BJP","Babubhai Bhimabhai Bokhiria","11.7%","INC","Modhwadiya Arjunbhai Devabhai","9.3%","+21.0% (BJP Gain)","-10.5% (INC Gain)","-6.2% (INC Gain)","2007: INC (9.3%) -> 2012: BJP (11.7%) -> 2017: BJP (1.2%) -> 2022: INC (5.0%)" 84,"Kutiyana","કુતિયાણા","Porbandar","Saurashtra & Kutch",24,"Porbandar Coastal Marine Belt","YES (Primary Epicenter Hub)","Porbandar Commercial Port & Fisheries Market (Historic deep-water port and marine trade terminal)","Kutiyana (AC #84)","Porbandar (AC #83); Kutiyana (AC #84)","Porbandar (AC #83) [Correlation: -0.71]","Keshod (AC #88) [Correlation: 0.92]","Maritime fishing harbor, seafood processing for export, and coastal shipping. Deep-sea fishing diesel subsidies, coastal environment regulations, and Maher community networks bind these seats. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Porbandar.","AAP Spoiler / Fracture | Multi-Cycle Swing Seat","SP","Kandhalbhai Sarmanbhai Jadeja","21.0%","6.94%","26.70%","15.35%","51.05%","HIGH OPPOSITION FRACTURE: AAP secured 15.3% vote share, dividing anti-incumbency votes","NCP","Jadeja Kandhalbhai Sarmanbhai","20.7%","NCP","Kandhal Sarmanbhai Jadeja","16.0%","BJP","Odedara Karsanbhai Dulabhai","11.2%","-27.2% (INC Gain)","-4.7% (INC Gain)","-0.2% (INC Gain)","2007: BJP (11.2%) -> 2012: NCP (16.0%) -> 2017: NCP (20.7%) -> 2022: SP (21.0%)" 85,"Manavadar","માણાવદર","Junagadh","Saurashtra & Kutch",25,"Junagadh Gir Foothills & Agrarian","NO (Cluster Member Seat)","Connected member seat relying on Junagadh commercial hub","Junagadh (AC #86)","Manavadar (AC #85); Junagadh (AC #86); Visavadar (AC #87); Keshod (AC #88); Mangrol (AC #89)","Dhoraji (AC #75) [Correlation: 0.74]","Junagadh (AC #86) [Correlation: 0.86]","Kesar mango orchards, groundnut oil processing, and Gir forest sanctuary periphery. Junagadh is the historic regional capital; crop price shocks at Junagadh APMC propagate across foothills. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Dhoraji.","INC Core Base (≥30%) | AAP Spoiler / Fracture | Razor-Thin Battleground (≤5%)","INC","Arvindbhai Jinabhai Ladani","2.3%","42.58%","40.31%","15.33%","1.77%","HIGH OPPOSITION FRACTURE: AAP secured 15.3% vote share, dividing anti-incumbency votes","INC","Chavda Jawaharbhai Pethaljibhai","19.6%","INC","Chavda Jawaharbhai Pethalajibhai","2.8%","INC","Chavada Jawaharbhai Pethljibhai","2.0%","-0.7% (INC Gain)","-16.8% (INC Gain)","+17.3% (BJP Gain)","2007: INC (2.0%) -> 2012: INC (2.8%) -> 2017: INC (19.6%) -> 2022: INC (2.3%)" 86,"Junagadh","જૂનાગઢ","Junagadh","Saurashtra & Kutch",25,"Junagadh Gir Foothills & Agrarian","YES (Primary Epicenter Hub)","Junagadh Regional APMC Mandi (Historic district capital and central mango/groundnut trade center)","Junagadh (AC #86)","Manavadar (AC #85); Junagadh (AC #86); Visavadar (AC #87); Keshod (AC #88); Mangrol (AC #89)","Manavadar (AC #85) [Correlation: 0.86]","Autonomous Source (Primary Epicenter — generates political momentum)","Kesar mango orchards, groundnut oil processing, and Gir forest sanctuary periphery. Junagadh is the historic regional capital; crop price shocks at Junagadh APMC propagate across foothills. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Manavadar.","BJP Fortress (≥50%) | AAP Spoiler / Fracture | Multi-Cycle Swing Seat","BJP","Sanjay Sukhabhai Koradia","25.0%","27.60%","52.65%","17.61%","2.19%","HIGH OPPOSITION FRACTURE: AAP secured 17.6% vote share, dividing anti-incumbency votes","INC","Joshi Bhikhabhai Galabhai","4.0%","BJP","Mashru Mahendrabhai Liladharbhai","9.6%","BJP","Mashru Mahendrabhai Liladharbhai","26.0%","-16.4% (INC Gain)","-13.6% (INC Gain)","+29.0% (BJP Gain)","2007: BJP (26.0%) -> 2012: BJP (9.6%) -> 2017: INC (4.0%) -> 2022: BJP (25.0%)" 87,"Visavadar","વિસાવદર","Junagadh","Saurashtra & Kutch",25,"Junagadh Gir Foothills & Agrarian","NO (Cluster Member Seat)","Connected member seat relying on Junagadh commercial hub","Junagadh (AC #86)","Manavadar (AC #85); Junagadh (AC #86); Visavadar (AC #87); Keshod (AC #88); Mangrol (AC #89)","Amreli (AC #95) [Correlation: 0.76]","Autonomous Local Anchor (No incoming vector)","Kesar mango orchards, groundnut oil processing, and Gir forest sanctuary periphery. Junagadh is the historic regional capital; crop price shocks at Junagadh APMC propagate across foothills. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Amreli.","AAP Spoiler / Fracture | Razor-Thin Battleground (≤5%) | Multi-Cycle Swing Seat","AAP","Bhupendrabhai Gandubhai Bhayani","4.9%","11.72%","40.85%","45.73%","1.67%","HIGH OPPOSITION FRACTURE: AAP secured 45.7% vote share, dividing anti-incumbency votes","INC","Ribadiya Harshadkumar Madhavajibhai","15.6%","GPP","Keshubhai Savdasbhai Patel","28.4%","BJP","Bhalala Kanubhai Mepabhai","5.0%","-33.4% (INC Gain)","+12.8% (BJP Gain)","+10.7% (BJP Gain)","2007: BJP (5.0%) -> 2012: GPP (28.4%) -> 2017: INC (15.6%) -> 2022: AAP (4.9%)" 88,"Keshod","કેશોદ","Junagadh","Saurashtra & Kutch",25,"Junagadh Gir Foothills & Agrarian","NO (Cluster Member Seat)","Connected member seat relying on Junagadh commercial hub","Junagadh (AC #86)","Manavadar (AC #85); Junagadh (AC #86); Visavadar (AC #87); Keshod (AC #88); Mangrol (AC #89)","Kutiyana (AC #84) [Correlation: 0.92]","Autonomous Local Anchor (No incoming vector)","Kesar mango orchards, groundnut oil processing, and Gir forest sanctuary periphery. Junagadh is the historic regional capital; crop price shocks at Junagadh APMC propagate across foothills. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Kutiyana.","INC Core Base (≥30%) | AAP Spoiler / Fracture | Razor-Thin Battleground (≤5%) | Direct Flippable Target (INC+AAP > BJP)","BJP","Devabhai Punjabhai Malam","2.8%","33.74%","36.49%","16.02%","13.78%","ARITHMETIC OPPOSITION FLIP: BJP won by 2.8%, but combined INC (33.7%) + AAP (16.0%) = 49.8% exceeds BJP (36.5%)","BJP","Devabhai Punjabhai Malam","7.9%","BJP","Arvindbhai Keshavbhai Ladani","5.9%","BJP","Makwana Vandnaben Manshukhbhai","21.8%","-15.9% (INC Gain)","+1.9% (BJP Gain)","-5.1% (INC Gain)","2007: BJP (21.8%) -> 2012: BJP (5.9%) -> 2017: BJP (7.9%) -> 2022: BJP (2.8%)" 89,"Mangrol","માંગરોળ","Junagadh","Saurashtra & Kutch",25,"Junagadh Gir Foothills & Agrarian","NO (Cluster Member Seat)","Connected member seat relying on Junagadh commercial hub","Junagadh (AC #86)","Manavadar (AC #85); Junagadh (AC #86); Visavadar (AC #87); Keshod (AC #88); Mangrol (AC #89)","Talala (AC #91) [Correlation: 0.13]","Autonomous Local Anchor (No incoming vector)","Kesar mango orchards, groundnut oil processing, and Gir forest sanctuary periphery. Junagadh is the historic regional capital; crop price shocks at Junagadh APMC propagate across foothills. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Talala.","AAP Spoiler / Fracture | Direct Flippable Target (INC+AAP > BJP)","BJP","Ganpatsinh Vestabhai Vasava","31.2%","26.30%","41.71%","23.50%","8.50%","ARITHMETIC OPPOSITION FLIP: BJP won by 31.2%, but combined INC (26.3%) + AAP (23.5%) = 49.8% exceeds BJP (41.7%)","BJP","Vasava Ganpatsinh Vestabhai","26.4%","BJP","Vasava Ganpatsinh Vestabhai","22.2%","BJP","Vasava Ganpatsinh Vestabhai","10.1%","+2.1% (BJP Gain)","-22.7% (INC Gain)","+25.9% (BJP Gain)","2007: BJP (10.1%) -> 2012: BJP (22.2%) -> 2017: BJP (26.4%) -> 2022: BJP (31.2%)" 90,"Somnath","સોમનાથ","Gir Somnath","Saurashtra & Kutch",26,"Gir Somnath Fishery & Tourism Coast","NO (Cluster Member Seat)","Connected member seat relying on Talala commercial hub","Talala (AC #91)","Somnath (AC #90); Talala (AC #91); Kodinar (AC #92); Una (AC #93)","Kodinar (AC #92) [Correlation: 0.96]","Talala (AC #91) [Correlation: 0.82]","Major marine fisheries harbor (Veraval), sugar cooperatives, and coastal religious tourism (Somnath). Fisherfolk diesel subsidies and boat safety regulations form the primary electoral agenda. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Kodinar.","INC Core Base (≥30%) | AAP Spoiler / Fracture | Razor-Thin Battleground (≤5%) | Multi-Cycle Swing Seat","INC","Chudasama Vimalbhai Kanabhai","0.5%","38.50%","38.02%","17.33%","6.17%","HIGH OPPOSITION FRACTURE: AAP secured 17.3% vote share, dividing anti-incumbency votes","INC","Chudasama Vimalbhai Kanabhai","11.7%","INC","Barad Jasabhai Bhanabhai","1.3%","BJP","Jotva Rajsibhai Virabhai","3.6%","-4.9% (INC Gain)","-10.4% (INC Gain)","+11.2% (BJP Gain)","2007: BJP (3.6%) -> 2012: INC (1.3%) -> 2017: INC (11.7%) -> 2022: INC (0.5%)" 91,"Talala","તાલાલા","Gir Somnath","Saurashtra & Kutch",26,"Gir Somnath Fishery & Tourism Coast","YES (Primary Epicenter Hub)","Veraval Fisheries Port & Somnath Maritime Terminal (India's premier marine seafood export hub)","Talala (AC #91)","Somnath (AC #90); Talala (AC #91); Kodinar (AC #92); Una (AC #93)","Somnath (AC #90) [Correlation: 0.82]","Mangrol (AC #89) [Correlation: 0.13]; Kodinar (AC #92) [Correlation: 0.70]; Una (AC #93) [Correlation: 0.75]","Major marine fisheries harbor (Veraval), sugar cooperatives, and coastal religious tourism (Somnath). Fisherfolk diesel subsidies and boat safety regulations form the primary electoral agenda. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Somnath.","AAP Spoiler / Fracture | Direct Flippable Target (INC+AAP > BJP) | Multi-Cycle Swing Seat","BJP","Bhagabhai Dhanabhai Barad","13.5%","23.16%","43.60%","30.10%","3.10%","ARITHMETIC OPPOSITION FLIP: BJP won by 13.5%, but combined INC (23.2%) + AAP (30.1%) = 53.3% exceeds BJP (43.6%)","INC","Ahir Bhagabhai Dhanabhai Barad","21.9%","INC","Jashubhai Dhanabhai Barad","1.0%","INC","Barad Bhagavanbhai Dhanabhai","4.4%","+3.3% (BJP Gain)","-20.9% (INC Gain)","+35.4% (BJP Gain)","2007: INC (4.4%) -> 2012: INC (1.0%) -> 2017: INC (21.9%) -> 2022: BJP (13.5%)" 92,"Kodinar","કોડિનાર","Gir Somnath","Saurashtra & Kutch",26,"Gir Somnath Fishery & Tourism Coast","NO (Cluster Member Seat)","Connected member seat relying on Talala commercial hub","Talala (AC #91)","Somnath (AC #90); Talala (AC #91); Kodinar (AC #92); Una (AC #93)","Talala (AC #91) [Correlation: 0.70]","Somnath (AC #90) [Correlation: 0.96]","Major marine fisheries harbor (Veraval), sugar cooperatives, and coastal religious tourism (Somnath). Fisherfolk diesel subsidies and boat safety regulations form the primary electoral agenda. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Talala.","INC Core Base (≥30%) | BJP Fortress (≥50%) | Multi-Cycle Swing Seat","BJP","Pradyuman Ganubhai Vaja","13.0%","39.10%","52.08%","7.19%","1.61%","RESILIENT CADRE BASE: Congress retained solid 39.1% vote share despite adverse statewide wave","INC","Mohanlal Malabhai Vala","10.8%","BJP","Solanki Jethabhai Danabhai","6.5%","BJP","Solanki Dinubhai Boghabhai","27.5%","-21.0% (INC Gain)","-17.3% (INC Gain)","+23.7% (BJP Gain)","2007: BJP (27.5%) -> 2012: BJP (6.5%) -> 2017: INC (10.8%) -> 2022: BJP (13.0%)" 93,"Una","ઉના","Gir Somnath","Saurashtra & Kutch",26,"Gir Somnath Fishery & Tourism Coast","NO (Cluster Member Seat)","Connected member seat relying on Talala commercial hub","Talala (AC #91)","Somnath (AC #90); Talala (AC #91); Kodinar (AC #92); Una (AC #93)","Talala (AC #91) [Correlation: 0.75]","Autonomous Local Anchor (No incoming vector)","Major marine fisheries harbor (Veraval), sugar cooperatives, and coastal religious tourism (Somnath). Fisherfolk diesel subsidies and boat safety regulations form the primary electoral agenda. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Talala.","INC Core Base (≥30%) | BJP Fortress (≥50%) | Multi-Cycle Swing Seat","BJP","Kalubhai Chanabhai Rathod","26.1%","31.40%","57.51%","7.75%","3.35%","RESILIENT CADRE BASE: Congress retained solid 31.4% vote share despite adverse statewide wave","INC","Vansh Punjabhai Bhimabhai","3.3%","INC","Vansh Punjabhai Bhimabhai","5.1%","BJP","Rathod Kalubhai Chanabhai","7.3%","-12.4% (INC Gain)","+1.7% (BJP Gain)","+29.4% (BJP Gain)","2007: BJP (7.3%) -> 2012: INC (5.1%) -> 2017: INC (3.3%) -> 2022: BJP (26.1%)" 94,"Dhari","ધારી","Amreli","Saurashtra & Kutch",27,"Amreli Cotton & Diamond Polishing Hub","NO (Cluster Member Seat)","Connected member seat relying on Lathi commercial hub","Lathi (AC #96)","Dhari (AC #94); Amreli (AC #95); Lathi (AC #96); Savarkundla (AC #97)","Savarkundla (AC #97) [Correlation: 0.97]","Autonomous Local Anchor (No incoming vector)","Groundnut and cotton agrarian core combined with Surat diamond polishing remittances. Extreme sensitivity to cotton MSP procurement, PMFBY crop insurance claims, and cooperative bank credit. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Savarkundla.","AAP Spoiler / Fracture | Direct Flippable Target (INC+AAP > BJP) | Multi-Cycle Swing Seat","BJP","Kakadiya Jaysukhbhai Vallabhbhai (Kakadiya J.V.)","7.4%","15.33%","39.61%","32.18%","12.92%","ARITHMETIC OPPOSITION FLIP: BJP won by 7.4%, but combined INC (15.3%) + AAP (32.2%) = 47.5% exceeds BJP (39.6%)","INC","J V Kakadiya","12.4%","GPP","Kotadiya Nalinbhai Nanjibhai","1.2%","BJP","Bhuva Mansukhbhai Panchabhai","21.2%","-22.4% (INC Gain)","-11.2% (INC Gain)","+19.8% (BJP Gain)","2007: BJP (21.2%) -> 2012: GPP (1.2%) -> 2017: INC (12.4%) -> 2022: BJP (7.4%)" 95,"Amreli","અમરેલી","Amreli","Saurashtra & Kutch",27,"Amreli Cotton & Diamond Polishing Hub","NO (Cluster Member Seat)","Connected member seat relying on Lathi commercial hub","Lathi (AC #96)","Dhari (AC #94); Amreli (AC #95); Lathi (AC #96); Savarkundla (AC #97)","Lathi (AC #96) [Correlation: 0.80]","Visavadar (AC #87) [Correlation: 0.76]","Groundnut and cotton agrarian core combined with Surat diamond polishing remittances. Extreme sensitivity to cotton MSP procurement, PMFBY crop insurance claims, and cooperative bank credit. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Lathi.","BJP Fortress (≥50%) | AAP Spoiler / Fracture | Multi-Cycle Swing Seat","BJP","Kaushik Kantibhai Vekariya","29.1%","26.47%","55.62%","16.52%","1.38%","HIGH OPPOSITION FRACTURE: AAP secured 16.5% vote share, dividing anti-incumbency votes","INC","Paresh Dhanani","7.2%","INC","Paresh Dhanani","17.6%","BJP","Dileep Sanghani","4.2%","-21.8% (INC Gain)","+10.4% (BJP Gain)","+36.4% (BJP Gain)","2007: BJP (4.2%) -> 2012: INC (17.6%) -> 2017: INC (7.2%) -> 2022: BJP (29.1%)" 96,"Lathi","લાઠી","Amreli","Saurashtra & Kutch",27,"Amreli Cotton & Diamond Polishing Hub","YES (Primary Epicenter Hub)","Amreli APMC Market & Diamond Cottage Hub (Saurashtra agrarian protest and cooperative epicenter)","Lathi (AC #96)","Dhari (AC #94); Amreli (AC #95); Lathi (AC #96); Savarkundla (AC #97)","Savarkundla (AC #97) [Correlation: 0.92]","Amreli (AC #95) [Correlation: 0.80]","Groundnut and cotton agrarian core combined with Surat diamond polishing remittances. Extreme sensitivity to cotton MSP procurement, PMFBY crop insurance claims, and cooperative bank credit. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Savarkundla.","AAP Spoiler / Fracture | Multi-Cycle Swing Seat","BJP","Janakbhai Talaviya","22.5%","27.37%","49.89%","20.49%","2.21%","HIGH OPPOSITION FRACTURE: AAP secured 20.5% vote share, dividing anti-incumbency votes","INC","Virajibhai Thummar","7.4%","INC","Bavkubhai Nathabhai Undhad","2.1%","BJP","Dhorajiya Hanubhai (Bhabha)","33.7%","-35.8% (INC Gain)","-5.2% (INC Gain)","+29.9% (BJP Gain)","2007: BJP (33.7%) -> 2012: INC (2.1%) -> 2017: INC (7.4%) -> 2022: BJP (22.5%)" 97,"Savarkundla","સાવરકુંડલા","Amreli","Saurashtra & Kutch",27,"Amreli Cotton & Diamond Polishing Hub","NO (Cluster Member Seat)","Connected member seat relying on Lathi commercial hub","Lathi (AC #96)","Dhari (AC #94); Amreli (AC #95); Lathi (AC #96); Savarkundla (AC #97)","Rajula (AC #98) [Correlation: 0.94]","Lathi (AC #96) [Correlation: 0.92]; Dhari (AC #94) [Correlation: 0.97]","Groundnut and cotton agrarian core combined with Surat diamond polishing remittances. Extreme sensitivity to cotton MSP procurement, PMFBY crop insurance claims, and cooperative bank credit. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Rajula.","INC Core Base (≥30%) | AAP Spoiler / Fracture | Razor-Thin Battleground (≤5%) | Direct Flippable Target (INC+AAP > BJP) | Multi-Cycle Swing Seat","BJP","Kaswala Mahesh","2.6%","44.29%","46.86%","5.80%","3.00%","ARITHMETIC OPPOSITION FLIP: BJP won by 2.6%, but combined INC (44.3%) + AAP (5.8%) = 50.1% exceeds BJP (46.9%)","INC","Pratap Dudhat","6.5%","BJP","Vaghasiya Vallabhbhai Vasharambhai (V.V.Vaghasiya)","1.8%","BJP","Kalubhai Virani","20.0%","+13.3% (BJP Gain)","-8.3% (INC Gain)","+9.1% (BJP Gain)","2007: BJP (20.0%) -> 2012: BJP (1.8%) -> 2017: INC (6.5%) -> 2022: BJP (2.6%)" 98,"Rajula","રાજૂલા","Amreli","Saurashtra & Kutch",28,"Amreli Coastal Port & Maritime Belt","YES (Primary Epicenter Hub)","Rajula / Pipavav Port Industrial & Agrarian Node (Port logistics and coastal maritime trade center)","Rajula (AC #98)","Rajula (AC #98); Mahuva (AC #99)","Mahuva (AC #99) [Correlation: 0.07]","Savarkundla (AC #97) [Correlation: 0.94]; Gariadhar (AC #101) [Correlation: 0.76]","Coastal deep-water ports (Pipavav), ship repair, cement manufacturing, and Koli fisherfolk settlements along the Gulf of Khambhat. Coastal industrial land use shapes local politics. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Mahuva.","INC Core Base (≥30%) | Multi-Cycle Swing Seat","BJP","Hirabhai Odhavjibhai Solanki","5.9%","38.47%","44.39%","2.99%","14.11%","RESILIENT CADRE BASE: Congress retained solid 38.5% vote share despite adverse statewide wave","INC","Der Amarishbhai Jivabhai","7.8%","BJP","Solanki Hirabhai Odhavjibhai","12.6%","BJP","Solanki Hirabhai Odhavjibhai","30.1%","-17.6% (INC Gain)","-20.4% (INC Gain)","+13.8% (BJP Gain)","2007: BJP (30.1%) -> 2012: BJP (12.6%) -> 2017: INC (7.8%) -> 2022: BJP (5.9%)" 99,"Mahuva","મહુવા","Bhavnagar","Saurashtra & Kutch",28,"Amreli Coastal Port & Maritime Belt","NO (Cluster Member Seat)","Connected member seat relying on Rajula commercial hub","Rajula (AC #98)","Rajula (AC #98); Mahuva (AC #99)","Talaja (AC #100) [Correlation: 0.47]","Rajula (AC #98) [Correlation: 0.07]","Coastal deep-water ports (Pipavav), ship repair, cement manufacturing, and Koli fisherfolk settlements along the Gulf of Khambhat. Coastal industrial land use shapes local politics. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Talaja.","INC Core Base (≥30%) | BJP Fortress (≥50%) | Multi-Cycle Swing Seat","BJP","Mohanbhai Dhanjibhai Dhodiya","18.9%","36.84%","56.89%","4.00%","2.30%","RESILIENT CADRE BASE: Congress retained solid 36.8% vote share despite adverse statewide wave","BJP","Dhodiya Mohanbhai Dhanjibhai","4.0%","BJP","Dhodiya Mohanbhai Dhanjibhai","7.5%","INC","Ishawarbhai Narsinhbhai Vahia","1.7%","+25.0% (BJP Gain)","-19.5% (INC Gain)","+16.3% (BJP Gain)","2007: INC (1.7%) -> 2012: BJP (7.5%) -> 2017: BJP (4.0%) -> 2022: BJP (18.9%)" 100,"Talaja","તળાજા","Bhavnagar","Saurashtra & Kutch",29,"Bhavnagar Agrarian & Shetrunji Basin","YES (Primary Epicenter Hub)","Mahuva APMC Onion & Cotton Market (India's second-largest onion processing and trading hub)","Talaja (AC #100)","Talaja (AC #100); Gariadhar (AC #101); Palitana (AC #102)","Gariadhar (AC #101) [Correlation: 0.61]","Mahuva (AC #99) [Correlation: 0.47]; Bhavnagar West (AC #105) [Correlation: 0.62]","Shetrunji river irrigation basin, onion dehydration factories (Mahuva), and cotton belt. Farmer cooperatives and agro-processing factories synchronize agricultural voting sentiment. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Gariadhar.","INC Core Base (≥30%) | BJP Fortress (≥50%) | Multi-Cycle Swing Seat","BJP","Gautambhai Gopabhai Chauhan","28.1%","30.46%","58.55%","8.26%","2.74%","RESILIENT CADRE BASE: Congress retained solid 30.5% vote share despite adverse statewide wave","INC","Kanubhai Mathurambhai Baraiya","1.3%","BJP","Shyal Bhartiben Dhirubhai","25.9%","BJP","Makvana Bhavnaben Raghavjibhai","31.6%","-5.7% (INC Gain)","-27.2% (INC Gain)","+29.4% (BJP Gain)","2007: BJP (31.6%) -> 2012: BJP (25.9%) -> 2017: INC (1.3%) -> 2022: BJP (28.1%)" 101,"Gariadhar","ગારીયાધાર","Bhavnagar","Saurashtra & Kutch",29,"Bhavnagar Agrarian & Shetrunji Basin","NO (Cluster Member Seat)","Connected member seat relying on Talaja commercial hub","Talaja (AC #100)","Talaja (AC #100); Gariadhar (AC #101); Palitana (AC #102)","Rajula (AC #98) [Correlation: 0.76]","Talaja (AC #100) [Correlation: 0.61]","Shetrunji river irrigation basin, onion dehydration factories (Mahuva), and cotton belt. Farmer cooperatives and agro-processing factories synchronize agricultural voting sentiment. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Rajula.","AAP Spoiler / Fracture | Razor-Thin Battleground (≤5%) | Multi-Cycle Swing Seat","AAP","Sudhirbhai Vaghani (Sudhir Vaghani)","3.5%","10.88%","40.46%","43.93%","4.77%","HIGH OPPOSITION FRACTURE: AAP secured 43.9% vote share, dividing anti-incumbency votes","BJP","Nakrani Keshubhai Hirjibhai","1.7%","BJP","Keshubhai Hirjibhai Nakrani","13.4%","BJP","Sarvaiya Mahendrasinh Parakramsinh","19.6%","+24.9% (BJP Gain)","-11.8% (INC Gain)","-5.2% (INC Gain)","2007: BJP (19.6%) -> 2012: BJP (13.4%) -> 2017: BJP (1.7%) -> 2022: AAP (3.5%)" 102,"Palitana","પાલીતાણા","Bhavnagar","Saurashtra & Kutch",29,"Bhavnagar Agrarian & Shetrunji Basin","NO (Cluster Member Seat)","Connected member seat relying on Talaja commercial hub","Talaja (AC #100)","Talaja (AC #100); Gariadhar (AC #101); Palitana (AC #102)","Bhavnagar Rural (AC #103) [Correlation: 0.87]","Autonomous Local Anchor (No incoming vector)","Shetrunji river irrigation basin, onion dehydration factories (Mahuva), and cotton belt. Farmer cooperatives and agro-processing factories synchronize agricultural voting sentiment. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Bhavnagar Rural.","INC Core Base (≥30%) | AAP Spoiler / Fracture | Multi-Cycle Swing Seat","BJP","Bhikhabhai Ravajibhai Baraiya","16.7%","32.66%","49.34%","15.13%","2.87%","HIGH OPPOSITION FRACTURE: AAP secured 15.1% vote share, dividing anti-incumbency votes","BJP","Baraiya Bhikhabhai Ravajibhai","9.7%","INC","Rathod Pravinbhai Jinabhai","9.0%","BJP","Sarvaiya Mahendrasinh Parakramsinh","19.6%","-28.7% (INC Gain)","+18.7% (BJP Gain)","+7.0% (BJP Gain)","2007: BJP (19.6%) -> 2012: INC (9.0%) -> 2017: BJP (9.7%) -> 2022: BJP (16.7%)" 103,"Bhavnagar Rural","ભાવનગર ગ્રામ્ય","Bhavnagar","Saurashtra & Kutch",30,"Bhavnagar Urban & Shipping Anchorage","NO (Cluster Member Seat)","Connected member seat relying on Bhavnagar East commercial hub","Bhavnagar East (AC #104)","Bhavnagar Rural (AC #103); Bhavnagar East (AC #104); Bhavnagar West (AC #105)","Gadhada (AC #106) [Correlation: 0.45]","Palitana (AC #102) [Correlation: 0.87]","Alang shipbreaking yard (world's largest), coastal rolling mills, and Bhavnagar urban port economy. Ship-recycling steel scrap regulations and port labor unions drive urban votes. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Gadhada.","BJP Fortress (≥50%)","BJP","Parshottambhai O. Solanki","40.9%","23.71%","64.65%","9.60%","2.00%","BJP DOMINANCE: Winner secured 64.7% vote share","BJP","Parsottambhai Odhavjibhai Solanki","19.6%","BJP","Parshottmbhai Odhavjibhai Solanki","11.0%","BJP","Parshottambhai Odhavjibhai Solanki","32.2%","+22.5% (BJP Gain)","+8.6% (BJP Gain)","+21.4% (BJP Gain)","2007: BJP (32.2%) -> 2012: BJP (11.0%) -> 2017: BJP (19.6%) -> 2022: BJP (40.9%)" 104,"Bhavnagar East","ભાવનગર પૂર્વ","Bhavnagar","Saurashtra & Kutch",30,"Bhavnagar Urban & Shipping Anchorage","YES (Primary Epicenter Hub)","Bhavnagar Urban Commercial Port & Alang Steel Core (Major industrial seaport and trading city)","Bhavnagar East (AC #104)","Bhavnagar Rural (AC #103); Bhavnagar East (AC #104); Bhavnagar West (AC #105)","Bhavnagar West (AC #105) [Correlation: 0.62]","Autonomous Source (Primary Epicenter — generates political momentum)","Alang shipbreaking yard (world's largest), coastal rolling mills, and Bhavnagar urban port economy. Ship-recycling steel scrap regulations and port labor unions drive urban votes. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Bhavnagar West.","BJP Fortress (≥50%) | AAP Spoiler / Fracture | Multi-Cycle Swing Seat","BJP","Sejalben Rajivkumar Pandya","39.1%","22.62%","61.77%","12.40%","3.20%","HIGH OPPOSITION FRACTURE: AAP secured 12.4% vote share, dividing anti-incumbency votes","BJP","Dave Vibhavari","14.4%","BJP","Dave Vibhavariben Vijaybhai (Vibhavari Dave)","27.4%","INC","Gohil Shaktisinh Harichandrasinh","4.6%","+38.8% (BJP Gain)","-12.9% (INC Gain)","+24.7% (BJP Gain)","2007: INC (4.6%) -> 2012: BJP (27.4%) -> 2017: BJP (14.4%) -> 2022: BJP (39.1%)" 105,"Bhavnagar West","ભાવનગર પશ્ચિમ","Bhavnagar","Saurashtra & Kutch",30,"Bhavnagar Urban & Shipping Anchorage","NO (Cluster Member Seat)","Connected member seat relying on Bhavnagar East commercial hub","Bhavnagar East (AC #104)","Bhavnagar Rural (AC #103); Bhavnagar East (AC #104); Bhavnagar West (AC #105)","Talaja (AC #100) [Correlation: 0.62]","Bhavnagar East (AC #104) [Correlation: 0.62]","Alang shipbreaking yard (world's largest), coastal rolling mills, and Bhavnagar urban port economy. Ship-recycling steel scrap regulations and port labor unions drive urban votes. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Talaja.","BJP Fortress (≥50%) | AAP Spoiler / Fracture","BJP","Jitendrabhai Savajibhai Vaghani (Jitu Vaghani)","26.3%","27.17%","53.50%","16.58%","2.72%","HIGH OPPOSITION FRACTURE: AAP secured 16.6% vote share, dividing anti-incumbency votes","BJP","Jitendrabhai Savajibhai Vaghani (Jitu Vaghani)","18.3%","BJP","Jitendrabhai Savjibhai Vaghani (Jitu Vaghani)","38.8%","BJP","Dave Vibhavariben Vijaybhai (Vibhaben Dave)","24.8%","+50.3% (BJP Gain)","-20.5% (INC Gain)","+8.0% (BJP Gain)","2007: BJP (24.8%) -> 2012: BJP (38.8%) -> 2017: BJP (18.3%) -> 2022: BJP (26.3%)" 106,"Gadhada","ગઢડા","Botad","Saurashtra & Kutch",31,"Botad Cotton & Swaminarayan Belt","YES (Primary Epicenter Hub)","Botad Cotton Mandi & Diamond Cutting Center (Saurashtra-Central transit trade junction)","Gadhada (AC #106)","Gadhada (AC #106); Botad (AC #107)","Botad (AC #107) [Correlation: -0.02]","Bhavnagar Rural (AC #103) [Correlation: 0.45]","Diamond cutting workshops, cotton farming, and Swaminarayan spiritual institutional hubs (Gadhada, Sarangpur). Interconnected artisan and agrarian networks bridge Ahmedabad with Saurashtra. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Botad.","AAP Spoiler / Fracture | Direct Flippable Target (INC+AAP > BJP) | Multi-Cycle Swing Seat","BJP","Mahant Shambhunath Tundiya","19.9%","22.26%","47.93%","28.06%","1.74%","ARITHMETIC OPPOSITION FLIP: BJP won by 19.9%, but combined INC (22.3%) + AAP (28.1%) = 50.3% exceeds BJP (47.9%)","INC","Maru Pravinbhai Tidabhai","7.0%","BJP","Atmaram Makanbhai Parmar","7.1%","BJP","Parmar Atmaram Makanbhai","1.3%","+5.8% (BJP Gain)","-14.1% (INC Gain)","+26.9% (BJP Gain)","2007: BJP (1.3%) -> 2012: BJP (7.1%) -> 2017: INC (7.0%) -> 2022: BJP (19.9%)" 107,"Botad","બોટાદ","Botad","Saurashtra & Kutch",31,"Botad Cotton & Swaminarayan Belt","NO (Cluster Member Seat)","Connected member seat relying on Gadhada commercial hub","Gadhada (AC #106)","Gadhada (AC #106); Botad (AC #107)","Dhandhuka (AC #59) [Correlation: 0.39]","Gadhada (AC #106) [Correlation: -0.02]","Diamond cutting workshops, cotton farming, and Swaminarayan spiritual institutional hubs (Gadhada, Sarangpur). Interconnected artisan and agrarian networks bridge Ahmedabad with Saurashtra. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Dhandhuka.","AAP Spoiler / Fracture | Razor-Thin Battleground (≤5%) | Multi-Cycle Swing Seat","AAP","Makwana Umeshbhai Naranbhai","1.5%","10.31%","42.10%","43.61%","3.99%","HIGH OPPOSITION FRACTURE: AAP secured 43.6% vote share, dividing anti-incumbency votes","BJP","Saurabh Patel (Dalal)","0.5%","BJP","Maniya Thakarshibhai Devjibhai","5.6%","BJP","Saurabh Patel","2.1%","+3.5% (BJP Gain)","-5.1% (INC Gain)","-2.0% (INC Gain)","2007: BJP (2.1%) -> 2012: BJP (5.6%) -> 2017: BJP (0.5%) -> 2022: AAP (1.5%)" 108,"Khambhat","ખંભાત","Anand","Central Gujarat",32,"Charotar Coastal & Port Khambhat","NO (Cluster Member Seat)","Connected member seat relying on Anklav commercial hub","Anklav (AC #110)","Khambhat (AC #108); Borsad (AC #109); Anklav (AC #110)","Dholka (AC #58) [Correlation: 0.42]","Autonomous Local Anchor (No incoming vector)","Historical sea port on the Gulf of Khambhat, agate gemstone processing, and tobacco farming. Coastal minority and artisan communities alongside tobacco cultivators. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Dholka.","INC Core Base (≥30%) | Razor-Thin Battleground (≤5%) | Multi-Cycle Swing Seat","INC","Chiragkumar Arvindbhai Patel","2.4%","44.26%","41.88%","1.61%","12.29%","HIGH-LEVERAGE BATTLEGROUND: Decided by razor-thin margin of only 2.4% (<4,000 votes)","BJP","Maheshkumar Kanaiyalal Raval (Mayur Raval)","1.6%","BJP","Patel Sanjaykumar Ramanbhai","10.8%","BJP","Shukal Shirishkumar Madhusudan","9.8%","+22.2% (BJP Gain)","-9.2% (INC Gain)","-4.0% (INC Gain)","2007: BJP (9.8%) -> 2012: BJP (10.8%) -> 2017: BJP (1.6%) -> 2022: INC (2.4%)" 109,"Borsad","બોરસદ","Anand","Central Gujarat",32,"Charotar Coastal & Port Khambhat","NO (Cluster Member Seat)","Connected member seat relying on Anklav commercial hub","Anklav (AC #110)","Khambhat (AC #108); Borsad (AC #109); Anklav (AC #110)","Padra (AC #146) [Correlation: 0.76]","Anklav (AC #110) [Correlation: 0.77]","Historical sea port on the Gulf of Khambhat, agate gemstone processing, and tobacco farming. Coastal minority and artisan communities alongside tobacco cultivators. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Padra.","INC Core Base (≥30%) | BJP Fortress (≥50%) | Multi-Cycle Swing Seat","BJP","Solanki Ramanbhai Bhikhabhai","6.2%","44.74%","50.94%","1.11%","3.19%","RESILIENT CADRE BASE: Congress retained solid 44.7% vote share despite adverse statewide wave","INC","Parmar Rajendrasinh Dhirsinh","6.8%","INC","Parmar Rajendrasinh Dhirsinh","13.5%","INC","Amitkumar Ajitkumar Chavda","27.0%","+13.5% (BJP Gain)","+6.7% (BJP Gain)","+13.0% (BJP Gain)","2007: INC (27.0%) -> 2012: INC (13.5%) -> 2017: INC (6.8%) -> 2022: BJP (6.2%)" 110,"Anklav","આંકલાવ","Anand","Central Gujarat",32,"Charotar Coastal & Port Khambhat","YES (Primary Epicenter Hub)","Khambhat Port & Tobacco Agro-Trading Market (Gulf maritime trade and artisan center)","Anklav (AC #110)","Khambhat (AC #108); Borsad (AC #109); Anklav (AC #110)","Borsad (AC #109) [Correlation: 0.77]","Umreth (AC #111) [Correlation: 0.99]","Historical sea port on the Gulf of Khambhat, agate gemstone processing, and tobacco farming. Coastal minority and artisan communities alongside tobacco cultivators. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Borsad.","INC Core Base (≥30%) | Razor-Thin Battleground (≤5%)","INC","Amit Chavda","1.7%","49.50%","47.84%","0.97%","1.73%","HIGH-LEVERAGE BATTLEGROUND: Decided by razor-thin margin of only 1.7% (<4,000 votes)","INC","Amit Chavda","22.2%","INC","Amit Chavda","21.5%","INC","Parmar Rajendrasinh Dhirsinh","25.3%","-10.1% (INC Gain)","-0.7% (INC Gain)","+20.5% (BJP Gain)","2007: INC (25.3%) -> 2012: INC (21.5%) -> 2017: INC (22.2%) -> 2022: INC (1.7%)" 111,"Umreth","ઉમરેઠ","Anand","Central Gujarat",34,"Kheda Rural & Bariya Agricultural Belt","NO (Cluster Member Seat)","Connected member seat relying on Thasra commercial hub","Thasra (AC #119)","Umreth (AC #111); Mehmedabad (AC #117); Mahudha (AC #118); Thasra (AC #119); Kapadvanj (AC #120)","Anklav (AC #110) [Correlation: 0.99]","Mahudha (AC #118) [Correlation: 0.98]; Kalol (AC #127) [Correlation: 0.61]","Fertile agricultural basin between Shedhi and Mahi rivers; canal-irrigated paddy, sugarcane, and cooperative milk societies. Nadiad provides administrative and commercial gravity. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Anklav.","BJP Fortress (≥50%) | Multi-Cycle Swing Seat","BJP","Govindbhai Raijibhai Parmar","14.6%","0.00%","52.41%","2.16%","45.44%","BJP DOMINANCE: Winner secured 52.4% vote share","BJP","Govindbhai Raijibhai Parmar","1.1%","NCP","Jayantbhai Ramanbhai Patel (Boskey)","0.9%","INC","Vadodia Lalsinh Udeshinh","4.3%","+3.5% (BJP Gain)","+2.0% (BJP Gain)","+13.6% (BJP Gain)","2007: INC (4.3%) -> 2012: NCP (0.9%) -> 2017: BJP (1.1%) -> 2022: BJP (14.6%)" 112,"Anand","આણંદ","Anand","Central Gujarat",33,"Charotar Patidar Dairy & Agrarian Core","YES (Primary Epicenter Hub)","Anand Amul Dairy Headquarters & APMC (Global cooperative dairy capital and Charotar hub)","Anand (AC #112)","Anand (AC #112); Petlad (AC #113); Sojitra (AC #114); Matar (AC #115); Nadiad (AC #116)","Sojitra (AC #114) [Correlation: 0.97]","Autonomous Source (Primary Epicenter — generates political momentum)","The golden Charotar leaf; tobacco farming, banana plantations, and the world headquarters of Amul Dairy. Prosperous Patidar cooperatives and Kshatriya agrarian voters form dense political networks. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Sojitra.","INC Core Base (≥30%) | BJP Fortress (≥50%) | Multi-Cycle Swing Seat","BJP","Yogesh R. Patel (Bapji)","21.7%","36.63%","58.33%","2.64%","2.36%","RESILIENT CADRE BASE: Congress retained solid 36.6% vote share despite adverse statewide wave","INC","Kantibhai Sodhaparmar (Bhagat)","2.8%","BJP","Dilipbhai Manibhai Patel","0.6%","BJP","Patel Jyotsnaben Rajubhai","1.2%","-0.7% (INC Gain)","-3.3% (INC Gain)","+24.4% (BJP Gain)","2007: BJP (1.2%) -> 2012: BJP (0.6%) -> 2017: INC (2.8%) -> 2022: BJP (21.7%)" 113,"Petlad","પેટલાદ","Anand","Central Gujarat",33,"Charotar Patidar Dairy & Agrarian Core","NO (Cluster Member Seat)","Connected member seat relying on Anand commercial hub","Anand (AC #112)","Anand (AC #112); Petlad (AC #113); Sojitra (AC #114); Matar (AC #115); Nadiad (AC #116)","Sojitra (AC #114) [Correlation: 0.99]","Matar (AC #115) [Correlation: 0.86]; Nadiad (AC #116) [Correlation: 0.96]","The golden Charotar leaf; tobacco farming, banana plantations, and the world headquarters of Amul Dairy. Prosperous Patidar cooperatives and Kshatriya agrarian voters form dense political networks. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Sojitra.","INC Core Base (≥30%) | BJP Fortress (≥50%) | Multi-Cycle Swing Seat","BJP","Kamleshbhai Rameshbhai Patel (Master)","10.7%","42.38%","53.06%","2.74%","1.86%","RESILIENT CADRE BASE: Congress retained solid 42.4% vote share despite adverse statewide wave","INC","Niranjan Patel","6.8%","INC","Niranjan Patel","8.1%","INC","Niranjan Patel","3.9%","-4.2% (INC Gain)","+1.3% (BJP Gain)","+17.5% (BJP Gain)","2007: INC (3.9%) -> 2012: INC (8.1%) -> 2017: INC (6.8%) -> 2022: BJP (10.7%)" 114,"Sojitra","સોજિત્રા","Anand","Central Gujarat",33,"Charotar Patidar Dairy & Agrarian Core","NO (Cluster Member Seat)","Connected member seat relying on Anand commercial hub","Anand (AC #112)","Anand (AC #112); Petlad (AC #113); Sojitra (AC #114); Matar (AC #115); Nadiad (AC #116)","Matar (AC #115) [Correlation: 0.93]","Anand (AC #112) [Correlation: 0.97]; Petlad (AC #113) [Correlation: 0.99]","The golden Charotar leaf; tobacco farming, banana plantations, and the world headquarters of Amul Dairy. Prosperous Patidar cooperatives and Kshatriya agrarian voters form dense political networks. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Matar.","INC Core Base (≥30%) | BJP Fortress (≥50%) | Multi-Cycle Swing Seat","BJP","Patel Vipulkumar Vinubhai","19.4%","38.05%","57.50%","2.28%","2.22%","RESILIENT CADRE BASE: Congress retained solid 38.0% vote share despite adverse statewide wave","INC","Punambhai Madhabhai Parmar","1.6%","INC","Parmar Punambhai Madhabhai","0.1%","BJP","Rohit Ambalal Ashabhai","6.2%","-6.4% (INC Gain)","-1.5% (INC Gain)","+21.1% (BJP Gain)","2007: BJP (6.2%) -> 2012: INC (0.1%) -> 2017: INC (1.6%) -> 2022: BJP (19.4%)" 115,"Matar","માતર","Kheda","Central Gujarat",33,"Charotar Patidar Dairy & Agrarian Core","NO (Cluster Member Seat)","Connected member seat relying on Anand commercial hub","Anand (AC #112)","Anand (AC #112); Petlad (AC #113); Sojitra (AC #114); Matar (AC #115); Nadiad (AC #116)","Petlad (AC #113) [Correlation: 0.86]","Dholka (AC #58) [Correlation: 0.15]; Sojitra (AC #114) [Correlation: 0.93]","The golden Charotar leaf; tobacco farming, banana plantations, and the world headquarters of Amul Dairy. Prosperous Patidar cooperatives and Kshatriya agrarian voters form dense political networks. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Petlad.","INC Core Base (≥30%)","BJP","Kalpeshbhai Ashabhai Parmar","9.1%","39.14%","48.20%","0.89%","11.81%","RESILIENT CADRE BASE: Congress retained solid 39.1% vote share despite adverse statewide wave","BJP","Kesarisinh Jesangbhai Solanki","1.5%","BJP","Chauhan Devusinh Jesingbhai","4.3%","BJP","Chauhan Devusinh Jesingbhai","7.4%","-3.1% (INC Gain)","-2.8% (INC Gain)","+7.6% (BJP Gain)","2007: BJP (7.4%) -> 2012: BJP (4.3%) -> 2017: BJP (1.5%) -> 2022: BJP (9.1%)" 116,"Nadiad","નડિયાદ","Kheda","Central Gujarat",33,"Charotar Patidar Dairy & Agrarian Core","NO (Cluster Member Seat)","Connected member seat relying on Anand commercial hub","Anand (AC #112)","Anand (AC #112); Petlad (AC #113); Sojitra (AC #114); Matar (AC #115); Nadiad (AC #116)","Petlad (AC #113) [Correlation: 0.96]","Mehmedabad (AC #117) [Correlation: 0.91]","The golden Charotar leaf; tobacco farming, banana plantations, and the world headquarters of Amul Dairy. Prosperous Patidar cooperatives and Kshatriya agrarian voters form dense political networks. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Petlad.","INC Core Base (≥30%) | BJP Fortress (≥50%)","BJP","Desai Pankajbhai Vinubhai (Gotiyo)","33.3%","31.19%","64.47%","2.87%","1.43%","RESILIENT CADRE BASE: Congress retained solid 31.2% vote share despite adverse statewide wave","BJP","Desai Pankajbhai Vinubhai(Gotiyo)","12.6%","BJP","Desai Pankaj Vinubhai (Gotiyo)","4.4%","BJP","Desai Pankajkumar Vinubhai (Gotiyo)","11.3%","-6.9% (INC Gain)","+8.3% (BJP Gain)","+20.6% (BJP Gain)","2007: BJP (11.3%) -> 2012: BJP (4.4%) -> 2017: BJP (12.6%) -> 2022: BJP (33.3%)" 117,"Mehmedabad","મહેમદાવાદ","Kheda","Central Gujarat",34,"Kheda Rural & Bariya Agricultural Belt","NO (Cluster Member Seat)","Connected member seat relying on Thasra commercial hub","Thasra (AC #119)","Umreth (AC #111); Mehmedabad (AC #117); Mahudha (AC #118); Thasra (AC #119); Kapadvanj (AC #120)","Nadiad (AC #116) [Correlation: 0.91]","Autonomous Local Anchor (No incoming vector)","Fertile agricultural basin between Shedhi and Mahi rivers; canal-irrigated paddy, sugarcane, and cooperative milk societies. Nadiad provides administrative and commercial gravity. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Nadiad.","INC Core Base (≥30%) | BJP Fortress (≥50%) | Multi-Cycle Swing Seat","BJP","Arjunsinh Udesinh Chauhan","25.5%","35.21%","60.72%","2.44%","1.66%","RESILIENT CADRE BASE: Congress retained solid 35.2% vote share despite adverse statewide wave","BJP","Chauhan Arjunsinh Udesinh","12.4%","INC","Gautambhai Ravjibhai Chauhan","2.7%","BJP","Chauhan Sundarsinh Bhalabhai","10.9%","-13.7% (INC Gain)","+15.1% (BJP Gain)","+13.1% (BJP Gain)","2007: BJP (10.9%) -> 2012: INC (2.7%) -> 2017: BJP (12.4%) -> 2022: BJP (25.5%)" 118,"Mahudha","મહુધા","Kheda","Central Gujarat",34,"Kheda Rural & Bariya Agricultural Belt","NO (Cluster Member Seat)","Connected member seat relying on Thasra commercial hub","Thasra (AC #119)","Umreth (AC #111); Mehmedabad (AC #117); Mahudha (AC #118); Thasra (AC #119); Kapadvanj (AC #120)","Umreth (AC #111) [Correlation: 0.98]","Thasra (AC #119) [Correlation: 0.99]","Fertile agricultural basin between Shedhi and Mahi rivers; canal-irrigated paddy, sugarcane, and cooperative milk societies. Nadiad provides administrative and commercial gravity. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Umreth.","INC Core Base (≥30%) | BJP Fortress (≥50%) | Multi-Cycle Swing Seat","BJP","Sanjaysinh Vijaysinh Mahida","14.9%","38.30%","53.16%","7.00%","1.50%","RESILIENT CADRE BASE: Congress retained solid 38.3% vote share despite adverse statewide wave","INC","Indrajitsinh Natvarsinh Parmar","8.9%","INC","Thakor Natvarsinh Fulsinh","9.6%","INC","Natvarsinh Fulsinh Thakor","9.6%","0.0% (INC Gain)","+0.6% (BJP Gain)","+23.8% (BJP Gain)","2007: INC (9.6%) -> 2012: INC (9.6%) -> 2017: INC (8.9%) -> 2022: BJP (14.9%)" 119,"Thasra","ઠાસરા","Kheda","Central Gujarat",34,"Kheda Rural & Bariya Agricultural Belt","YES (Primary Epicenter Hub)","Nadiad Commercial APMC Market (Historic Charotar commercial and judicial center)","Thasra (AC #119)","Umreth (AC #111); Mehmedabad (AC #117); Mahudha (AC #118); Thasra (AC #119); Kapadvanj (AC #120)","Mahudha (AC #118) [Correlation: 0.99]","Kapadvanj (AC #120) [Correlation: 0.95]","Fertile agricultural basin between Shedhi and Mahi rivers; canal-irrigated paddy, sugarcane, and cooperative milk societies. Nadiad provides administrative and commercial gravity. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Mahudha.","INC Core Base (≥30%) | BJP Fortress (≥50%) | Multi-Cycle Swing Seat","BJP","Yogendrasinh Parmar (BAKABHAI)","32.0%","30.67%","62.62%","1.66%","5.04%","RESILIENT CADRE BASE: Congress retained solid 30.7% vote share despite adverse statewide wave","INC","Kantibhai Shabhaibhai Parmar","4.1%","INC","Parmar Ramsinh Prabhatsinh","3.4%","INC","Parmar Ramsinh Prabhatsinh","7.8%","+4.5% (BJP Gain)","-0.7% (INC Gain)","+36.0% (BJP Gain)","2007: INC (7.8%) -> 2012: INC (3.4%) -> 2017: INC (4.1%) -> 2022: BJP (32.0%)" 120,"Kapadvanj","કપડવંજ","Kheda","Central Gujarat",34,"Kheda Rural & Bariya Agricultural Belt","NO (Cluster Member Seat)","Connected member seat relying on Thasra commercial hub","Thasra (AC #119)","Umreth (AC #111); Mehmedabad (AC #117); Mahudha (AC #118); Thasra (AC #119); Kapadvanj (AC #120)","Thasra (AC #119) [Correlation: 0.95]","Autonomous Local Anchor (No incoming vector)","Fertile agricultural basin between Shedhi and Mahi rivers; canal-irrigated paddy, sugarcane, and cooperative milk societies. Nadiad provides administrative and commercial gravity. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Thasra.","INC Core Base (≥30%) | BJP Fortress (≥50%) | Multi-Cycle Swing Seat","BJP","Zala Rajeshkumar Maganbhai","15.6%","39.22%","54.82%","4.36%","1.64%","RESILIENT CADRE BASE: Congress retained solid 39.2% vote share despite adverse statewide wave","INC","Dabhi Kalabhai Raijibhai","13.8%","INC","Shankersinh Vaghela (Bapu)","3.6%","INC","Patel Manibhai Devjibhai","6.5%","+2.9% (BJP Gain)","-10.2% (INC Gain)","+29.4% (BJP Gain)","2007: INC (6.5%) -> 2012: INC (3.6%) -> 2017: INC (13.8%) -> 2022: BJP (15.6%)" 121,"Balasinor","બાલાસિનોર","Kheda","Central Gujarat",35,"Mahisagar Basin & Babi Nawab Belt","YES (Primary Epicenter Hub)","Balasinor / Lunawada Agro-Market (Catchment trade hub and historic regional market town)","Balasinor (AC #121)","Balasinor (AC #121); Lunawada (AC #122)","Lunawada (AC #122) [Correlation: 0.50]","Autonomous Source (Primary Epicenter — generates political momentum)","Mahi river catchment and Kadana dam canal command area. Mixed Kshatriya, Babi Pathan, and tribal populations; access to canal water and seasonal agricultural labor dictate voting. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Lunawada.","BJP Fortress (≥50%) | AAP Spoiler / Fracture | Multi-Cycle Swing Seat","BJP","Mansinh Kohyabhai Chauhan","28.6%","22.88%","51.53%","22.04%","3.56%","HIGH OPPOSITION FRACTURE: AAP secured 22.0% vote share, dividing anti-incumbency votes","INC","Ajitsinh Parvatsinh Chauhan","6.3%","INC","Chauhan Mansinh Kohyabhai","9.9%","INC","Chauhan Mansinh Kohyabhai","16.0%","+6.2% (BJP Gain)","+3.6% (BJP Gain)","+35.0% (BJP Gain)","2007: INC (16.0%) -> 2012: INC (9.9%) -> 2017: INC (6.3%) -> 2022: BJP (28.6%)" 122,"Lunawada","લુણાવાડા","Mahisagar","Central Gujarat",35,"Mahisagar Basin & Babi Nawab Belt","NO (Cluster Member Seat)","Connected member seat relying on Balasinor commercial hub","Balasinor (AC #121)","Balasinor (AC #121); Lunawada (AC #122)","Santrampur (AC #123) [Correlation: 0.50]","Balasinor (AC #121) [Correlation: 0.50]; Shehra (AC #124) [Correlation: 0.50]","Mahi river catchment and Kadana dam canal command area. Mixed Kshatriya, Babi Pathan, and tribal populations; access to canal water and seasonal agricultural labor dictate voting. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Santrampur.","INC Core Base (≥30%) | Multi-Cycle Swing Seat","INC","Gulabsinh Somsinh Chauhan","14.73%","39.90%","25.17%","3.27%","31.63%","RESILIENT CADRE BASE: Congress retained solid 39.9% vote share despite adverse statewide wave","IND","Rathod Ratansinh Magansinh","1.86%","INC","Patel Heerabhai Haribhai","2.29%","INC","Patel Hirabhai Haribhai age 63 · male","0.09%","-2.2% (INC Gain)","+0.4% (BJP Gain)","-12.9% (INC Gain)","2007: INC (0.09%) -> 2012: INC (2.29%) -> 2017: IND (1.86%) -> 2022: INC (14.73%)" 123,"Santrampur","સંતરામપુર","Mahisagar","Central Gujarat",36,"Eastern Tribal Confluence & Border Foothills","NO (Cluster Member Seat)","Connected member seat relying on Morva Hadaf commercial hub","Morva Hadaf (AC #125)","Santrampur (AC #123); Shehra (AC #124); Morva Hadaf (AC #125)","Jhalod (AC #130) [Correlation: 0.70]","Lunawada (AC #122) [Correlation: 0.50]; Morva Hadaf (AC #125) [Correlation: 0.58]","Hilly forested transition belt between central plains and eastern tribal border. Maize, pulses, and minor forest produce; tribal self-governance and road connectivity dominate concerns. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Jhalod.","AAP Spoiler / Fracture | Direct Flippable Target (INC+AAP > BJP) | Multi-Cycle Swing Seat","BJP","Dr. Kuberbhai Mansukhbhai Dindor","11.1%","24.60%","35.75%","17.57%","22.03%","ARITHMETIC OPPOSITION FLIP: BJP won by 11.1%, but combined INC (24.6%) + AAP (17.6%) = 42.2% exceeds BJP (35.8%)","BJP","Dindor Kuberbhai Mansukhbhai","4.7%","INC","Damor Gendalbhai Motibhai","20.1%","INC","Parmar Paranjayadityasinhji Krishnakumarsinhji","8.6%","-11.5% (INC Gain)","+24.8% (BJP Gain)","+6.4% (BJP Gain)","2007: INC (8.6%) -> 2012: INC (20.1%) -> 2017: BJP (4.7%) -> 2022: BJP (11.1%)" 124,"Shehra","શહેરા","Panchmahal","Central Gujarat",36,"Eastern Tribal Confluence & Border Foothills","NO (Cluster Member Seat)","Connected member seat relying on Morva Hadaf commercial hub","Morva Hadaf (AC #125)","Santrampur (AC #123); Shehra (AC #124); Morva Hadaf (AC #125)","Lunawada (AC #122) [Correlation: 0.50]","Autonomous Local Anchor (No incoming vector)","Hilly forested transition belt between central plains and eastern tribal border. Maize, pulses, and minor forest produce; tribal self-governance and road connectivity dominate concerns. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Lunawada.","INC Core Base (≥30%) | BJP Fortress (≥50%)","BJP","Ahir(Bharvad) Jethabhai Ghelabhai","26.8%","34.26%","61.04%","3.66%","1.04%","RESILIENT CADRE BASE: Congress retained solid 34.3% vote share despite adverse statewide wave","BJP","Ahir(Bharwad) Jethabhai Ghelabhai","25.1%","BJP","Ahir (Bharvad) Jethabhai Ghelabhai","18.6%","BJP","Ahir (Bharwad) Jethabhai Ghelabhai","16.1%","+2.5% (BJP Gain)","+6.5% (BJP Gain)","+1.7% (BJP Gain)","2007: BJP (16.1%) -> 2012: BJP (18.6%) -> 2017: BJP (25.1%) -> 2022: BJP (26.8%)" 125,"Morva Hadaf","મોરવા હડફ","Panchmahal","Central Gujarat",36,"Eastern Tribal Confluence & Border Foothills","YES (Primary Epicenter Hub)","Morva Hadaf / Shehra Foothill Trading Node (Eastern tribal agrarian haat and marketplace)","Morva Hadaf (AC #125)","Santrampur (AC #123); Shehra (AC #124); Morva Hadaf (AC #125)","Santrampur (AC #123) [Correlation: 0.58]","Autonomous Source (Primary Epicenter — generates political momentum)","Hilly forested transition belt between central plains and eastern tribal border. Maize, pulses, and minor forest produce; tribal self-governance and road connectivity dominate concerns. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Santrampur.","BJP Fortress (≥50%) | AAP Spoiler / Fracture | Multi-Cycle Swing Seat","BJP","Suthar Nimishaben Manharsinh","35.2%","15.97%","58.96%","23.77%","1.33%","HIGH OPPOSITION FRACTURE: AAP secured 23.8% vote share, dividing anti-incumbency votes","IND","Khant Bhupendrasinh Vechatbhai","3.6%","INC","Khant Savitaben Vechatbhai","9.4%","BJP","Ahir (Bharwad) Jethabhai Ghelabhai","16.1%","+2.1% (BJP Gain)","+5.8% (BJP Gain)","+38.8% (BJP Gain)","2007: BJP (16.1%) -> 2012: INC (9.4%) -> 2017: IND (3.6%) -> 2022: BJP (35.2%)" 126,"Godhra","ગોધરા","Panchmahal","Central Gujarat",37,"Godhra Historic Confluence & Commercial Corridor","YES (Primary Epicenter Hub)","Godhra Rail & Commercial Junction / Halol GIDC (Strategic east-west transit and manufacturing hub)","Godhra (AC #126)","Godhra (AC #126); Kalol (AC #127); Halol (AC #128)","Kalol (AC #127) [Correlation: 0.52]","Autonomous Source (Primary Epicenter — generates political momentum)","Historic transportation crossroads linking Gujarat plains to Madhya Pradesh. Railway junction, commercial grain trade, and Halol industrial manufacturing SEZ drive economic life. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Kalol.","INC Core Base (≥30%) | BJP Fortress (≥50%) | Multi-Cycle Swing Seat","BJP","C.K.Raulji","19.3%","33.39%","52.65%","6.47%","7.43%","RESILIENT CADRE BASE: Congress retained solid 33.4% vote share despite adverse statewide wave","BJP","C. K. Raulji","0.1%","INC","C.K.Raulji","1.8%","INC","C.K. Raulji","12.4%","+10.6% (BJP Gain)","+1.9% (BJP Gain)","+19.1% (BJP Gain)","2007: INC (12.4%) -> 2012: INC (1.8%) -> 2017: BJP (0.1%) -> 2022: BJP (19.3%)" 127,"Kalol","કલોલ","Panchmahal","Central Gujarat",37,"Godhra Historic Confluence & Commercial Corridor","NO (Cluster Member Seat)","Connected member seat relying on Godhra commercial hub","Godhra (AC #126)","Godhra (AC #126); Kalol (AC #127); Halol (AC #128)","Umreth (AC #111) [Correlation: 0.61]","Godhra (AC #126) [Correlation: 0.52]","Historic transportation crossroads linking Gujarat plains to Madhya Pradesh. Railway junction, commercial grain trade, and Halol industrial manufacturing SEZ drive economic life. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Umreth.","BJP Fortress (≥50%)","BJP","Fatesinh Vakhatsinh Chauhan","62.6%","12.50%","75.10%","3.10%","9.30%","BJP DOMINANCE: Winner secured 75.1% vote share","BJP","Sumanben Pravinsinh Chauhan","31.2%","BJP","Chauhan Arvindsinh Ramsinh","21.8%","BJP","Chauhan Arvindsinh Ramsinh","14.1%","+1.9% (BJP Gain)","+2.2% (BJP Gain)","-19.7% (INC Gain)","2007: BJP (14.1%) -> 2012: BJP (21.8%) -> 2017: BJP (31.2%) -> 2022: BJP (62.6%)" 128,"Halol","હાલોલ","Panchmahal","Central Gujarat",37,"Godhra Historic Confluence & Commercial Corridor","NO (Cluster Member Seat)","Connected member seat relying on Godhra commercial hub","Godhra (AC #126)","Godhra (AC #126); Kalol (AC #127); Halol (AC #128)","Savli (AC #135) [Correlation: 0.75]","Autonomous Local Anchor (No incoming vector)","Historic transportation crossroads linking Gujarat plains to Madhya Pradesh. Railway junction, commercial grain trade, and Halol industrial manufacturing SEZ drive economic life. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Savli.","BJP Fortress (≥50%) | AAP Spoiler / Fracture","BJP","Jaydrathsinhji Parmar","21.9%","3.57%","51.60%","11.16%","33.64%","HIGH OPPOSITION FRACTURE: AAP secured 11.2% vote share, dividing anti-incumbency votes","BJP","Jaydrathsinhji Parmar","31.9%","BJP","Parmar Jaydrathsinhji Chandrasinhji","19.7%","BJP","Parmar Jaydrathsinhji Chandrasinhji","15.8%","+3.9% (BJP Gain)","+12.2% (BJP Gain)","-10.0% (INC Gain)","2007: BJP (15.8%) -> 2012: BJP (19.7%) -> 2017: BJP (31.9%) -> 2022: BJP (21.9%)" 129,"Fatepura","ફતેપુરા","Dahod","Central Gujarat",38,"Northern Dahod Tribal Frontier","NO (Cluster Member Seat)","Connected member seat relying on Jhalod commercial hub","Jhalod (AC #130)","Fatepura (AC #129); Jhalod (AC #130)","Limkheda (AC #131) [Correlation: 0.27]","Jhalod (AC #130) [Correlation: 0.21]","Northern Dahod tribal frontier bordering Rajasthan and MP. Dense Bhil tribal population, maize subsistence farming, and high seasonal labor migration outward to Ahmedabad and Surat. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Limkheda.","AAP Spoiler / Fracture | Direct Flippable Target (INC+AAP > BJP) | Multi-Cycle Swing Seat","BJP","Katara Rameshbhai Bhurabhai","14.5%","21.85%","44.15%","29.68%","4.32%","ARITHMETIC OPPOSITION FLIP: BJP won by 14.5%, but combined INC (21.9%) + AAP (29.7%) = 51.5% exceeds BJP (44.1%)","BJP","Katara Rameshbhai Bhurabhai","2.2%","BJP","Katara Rameshbhai Bhurabhai","5.2%","INC","Machhar Ditabhai Bhimabhai","10.1%","+16.6% (BJP Gain)","-3.0% (INC Gain)","+12.3% (BJP Gain)","2007: INC (10.1%) -> 2012: BJP (5.2%) -> 2017: BJP (2.2%) -> 2022: BJP (14.5%)" 130,"Jhalod","ઝાલોદ","Dahod","Central Gujarat",38,"Northern Dahod Tribal Frontier","YES (Primary Epicenter Hub)","Jhalod Interstate Border Haat (Tribal transit marketplace bordering Banswara & MP)","Jhalod (AC #130)","Fatepura (AC #129); Jhalod (AC #130)","Fatepura (AC #129) [Correlation: 0.21]","Santrampur (AC #123) [Correlation: 0.70]; Dahod (AC #132) [Correlation: 0.97]","Northern Dahod tribal frontier bordering Rajasthan and MP. Dense Bhil tribal population, maize subsistence farming, and high seasonal labor migration outward to Ahmedabad and Surat. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Fatepura.","BJP Fortress (≥50%) | AAP Spoiler / Fracture | Multi-Cycle Swing Seat","BJP","Maheshbhai Somjibhai Bhuriya","22.5%","14.07%","52.94%","30.40%","2.60%","HIGH OPPOSITION FRACTURE: AAP secured 30.4% vote share, dividing anti-incumbency votes","INC","Katara Bhaveshbhai Babubhai","17.3%","INC","Garasiya Miteshbhai Kalabhai","30.3%","INC","Machhar Ditabhai Bhimabhai","10.1%","-20.2% (INC Gain)","+13.0% (BJP Gain)","+39.9% (BJP Gain)","2007: INC (10.1%) -> 2012: INC (30.3%) -> 2017: INC (17.3%) -> 2022: BJP (22.5%)" 131,"Limkheda","લીમખેડા","Dahod","Central Gujarat",39,"Dahod Core Tribal Border Belt","NO (Cluster Member Seat)","Connected member seat relying on Garbada commercial hub","Garbada (AC #133)","Limkheda (AC #131); Dahod (AC #132); Garbada (AC #133); Devgadhbaria (AC #134)","Devgadhbaria (AC #134) [Correlation: 0.50]","Fatepura (AC #129) [Correlation: 0.27]","Dahod core tribal heartland; smart city rail locomotive manufacturing hub and central migration origin. Forest rights, tribal student hostel facilities, and MGNREGA wages shape politics. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Devgadhbaria.","AAP Spoiler / Fracture | Razor-Thin Battleground (≤5%) | Direct Flippable Target (INC+AAP > BJP) | Multi-Cycle Swing Seat","BJP","Bhabhor Shaileshbhai Sumanbhai","2.5%","5.46%","46.86%","44.39%","3.31%","ARITHMETIC OPPOSITION FLIP: BJP won by 2.5%, but combined INC (5.5%) + AAP (44.4%) = 49.9% exceeds BJP (46.9%)","BJP","Bhabhor Shaileshbhai Sumanbhai","14.2%","BJP","Bhabhor Jashvantsinh Sumanbhai","11.4%","INC","Smr. Bariya Chandrikaben Chhaganbhai","3.8%","+15.3% (BJP Gain)","+2.8% (BJP Gain)","-11.7% (INC Gain)","2007: INC (3.8%) -> 2012: BJP (11.4%) -> 2017: BJP (14.2%) -> 2022: BJP (2.5%)" 132,"Dahod","દાહોદ","Dahod","Central Gujarat",39,"Dahod Core Tribal Border Belt","NO (Cluster Member Seat)","Connected member seat relying on Garbada commercial hub","Garbada (AC #133)","Limkheda (AC #131); Dahod (AC #132); Garbada (AC #133); Devgadhbaria (AC #134)","Jhalod (AC #130) [Correlation: 0.97]","Garbada (AC #133) [Correlation: 0.99]","Dahod core tribal heartland; smart city rail locomotive manufacturing hub and central migration origin. Forest rights, tribal student hostel facilities, and MGNREGA wages shape politics. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Jhalod.","AAP Spoiler / Fracture | Direct Flippable Target (INC+AAP > BJP) | Multi-Cycle Swing Seat","BJP","Kanaiyalal Bachubhai Kishori","17.9%","26.43%","44.35%","20.76%","8.44%","ARITHMETIC OPPOSITION FLIP: BJP won by 17.9%, but combined INC (26.4%) + AAP (20.8%) = 47.2% exceeds BJP (44.4%)","INC","Panada Vajesingbhai Parsingbhai","10.4%","INC","Panada Vajesingbhai Parsingbhai","29.5%","INC","Panada Vajesingbhai Parsingbhai","14.8%","-14.7% (INC Gain)","+19.2% (BJP Gain)","+28.3% (BJP Gain)","2007: INC (14.8%) -> 2012: INC (29.5%) -> 2017: INC (10.4%) -> 2022: BJP (17.9%)" 133,"Garbada","ગરબાડા","Dahod","Central Gujarat",39,"Dahod Core Tribal Border Belt","YES (Primary Epicenter Hub)","Dahod Smart City & Railway Locomotive Hub (Eastern tribal administrative and commercial metropolis)","Garbada (AC #133)","Limkheda (AC #131); Dahod (AC #132); Garbada (AC #133); Devgadhbaria (AC #134)","Dahod (AC #132) [Correlation: 0.99]","Devgadhbaria (AC #134) [Correlation: 0.50]","Dahod core tribal heartland; smart city rail locomotive manufacturing hub and central migration origin. Forest rights, tribal student hostel facilities, and MGNREGA wages shape politics. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Dahod.","AAP Spoiler / Fracture | Direct Flippable Target (INC+AAP > BJP) | Multi-Cycle Swing Seat","BJP","Bhabhor Mahendrabhai Rameshbhai","19.5%","24.27%","43.79%","23.57%","8.33%","ARITHMETIC OPPOSITION FLIP: BJP won by 19.5%, but combined INC (24.3%) + AAP (23.6%) = 47.8% exceeds BJP (43.8%)","INC","Bariya Chandrikaben Chhaganbhai","13.2%","INC","Bariya Chandrikaben Chhaganbhai","29.7%","INC","Panada Vajesingbhai Parsingbhai","14.8%","-18.2% (INC Gain)","+16.5% (BJP Gain)","+32.7% (BJP Gain)","2007: INC (14.8%) -> 2012: INC (29.7%) -> 2017: INC (13.2%) -> 2022: BJP (19.5%)" 134,"Devgadhbaria","દેવગઢબારિયા","Dahod","Central Gujarat",39,"Dahod Core Tribal Border Belt","NO (Cluster Member Seat)","Connected member seat relying on Garbada commercial hub","Garbada (AC #133)","Limkheda (AC #131); Dahod (AC #132); Garbada (AC #133); Devgadhbaria (AC #134)","Garbada (AC #133) [Correlation: 0.50]","Limkheda (AC #131) [Correlation: 0.50]","Dahod core tribal heartland; smart city rail locomotive manufacturing hub and central migration origin. Forest rights, tribal student hostel facilities, and MGNREGA wages shape politics. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Garbada.","BJP Fortress (≥50%) | AAP Spoiler / Fracture | Multi-Cycle Swing Seat","BJP","Khabad Bachubhai Maganbhai","23.26%","0.00%","59.75%","36.48%","3.72%","HIGH OPPOSITION FRACTURE: AAP secured 36.5% vote share, dividing anti-incumbency votes","BJP","Khabad Bachubhai Maganbhai","26.89%","BJP","Khabad Bachubhai Maganbhai","52.13%","NCP","Maharaul Tusharsinh Kanaksinh age 34 · male","5.46%","+57.6% (BJP Gain)","-25.2% (INC Gain)","-3.6% (INC Gain)","2007: NCP (5.46%) -> 2012: BJP (52.13%) -> 2017: BJP (26.89%) -> 2022: BJP (23.26%)" 135,"Savli","સાવલી","Vadodara","Central Gujarat",41,"Vadodara Rural & Narmada-Orsang Plains","YES (Primary Epicenter Hub)","Savli / Padra Agro-Industrial Core (Fertile alluvial plain and manufacturing corridor)","Savli (AC #135)","Savli (AC #135); Vaghodiya (AC #136); Dabhoi (AC #140); Padra (AC #146); Karjan (AC #147)","Vaghodiya (AC #136) [Correlation: 0.50]","Halol (AC #128) [Correlation: 0.75]","Fertile alluvial plains between Mahi and Narmada rivers, hosting major pharmaceutical and chemical GIDC estates (Savli, Padra, Karjan). Industrial job reservation and agro-prices combine. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Vaghodiya.","INC Core Base (≥30%) | BJP Fortress (≥50%) | Multi-Cycle Swing Seat","BJP","Inamdar Ketanbhai Mahendrabhai","21.3%","37.60%","58.94%","1.17%","2.33%","RESILIENT CADRE BASE: Congress retained solid 37.6% vote share despite adverse statewide wave","BJP","Inamdar Ketanbhai Mahendrabhai","25.9%","IND","Inamdar Ketanbhai Mahendrabhai","13.9%","INC","Chauhan Khumansinh Raysinh","4.9%","-9.0% (INC Gain)","+39.8% (BJP Gain)","-4.5% (INC Gain)","2007: INC (4.9%) -> 2012: IND (13.9%) -> 2017: BJP (25.9%) -> 2022: BJP (21.3%)" 136,"Vaghodiya","વાઘોડિયા","Vadodara","Central Gujarat",41,"Vadodara Rural & Narmada-Orsang Plains","NO (Cluster Member Seat)","Connected member seat relying on Savli commercial hub","Savli (AC #135)","Savli (AC #135); Vaghodiya (AC #136); Dabhoi (AC #140); Padra (AC #146); Karjan (AC #147)","Vadodara City (AC #141) [Correlation: 0.50]","Savli (AC #135) [Correlation: 0.50]","Fertile alluvial plains between Mahi and Narmada rivers, hosting major pharmaceutical and chemical GIDC estates (Savli, Padra, Karjan). Industrial job reservation and agro-prices combine. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Vadodara City.","Multi-Cycle Swing Seat","IND","Dharmendrasinh Ranubha Vaghela (Bapu)","7.7%","10.30%","35.00%","1.80%","52.90%","BJP DOMINANCE: Winner secured 35.0% vote share","BJP","Madhubhai Babubhai Shrivastav","5.8%","BJP","Madhubhai Babubhai Shrivastav","3.8%","BJP","Madhubhai Babubhai Shrivastav","8.2%","+1.9% (BJP Gain)","+2.2% (BJP Gain)","-19.7% (INC Gain)","2007: BJP (8.2%) -> 2012: BJP (3.8%) -> 2017: BJP (5.8%) -> 2022: IND (7.7%)" 137,"Chhota Udaipur","છોટા ઉદેપુર","Chhota Udaipur","Central Gujarat",40,"Chhota Udaipur Rathwa Tribal Belt","YES (Primary Epicenter Hub)","Chhota Udaipur Rathwa Tribal Market (Dolomite mining hub and cultural tribal headquarters)","Chhota Udaipur (AC #137)","Chhota Udaipur (AC #137); Jetpur Pavi (AC #138); Sankheda (AC #139)","Sankheda (AC #139) [Correlation: 0.84]","Autonomous Source (Primary Epicenter — generates political momentum)","Dolomite mining, teak forest reserves, and Rathwa Adivasi cultural heartland bordering MP. Tribal land alienation laws, mining transport rights, and haat bazaars unite community voting. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Sankheda.","AAP Spoiler / Fracture | Direct Flippable Target (INC+AAP > BJP) | Multi-Cycle Swing Seat","BJP","Rajendrasinh Mohansinh Rathva","17.5%","27.08%","44.53%","26.01%","2.39%","ARITHMETIC OPPOSITION FLIP: BJP won by 17.5%, but combined INC (27.1%) + AAP (26.0%) = 53.1% exceeds BJP (44.5%)","INC","Mohansinh Chhotubhai Rathava","0.7%","INC","Rathwa Mohansinh Chhotubhai","1.6%","BJP","Gulsinghbhai Rangalabhai Rathva","6.2%","-7.8% (INC Gain)","+0.9% (BJP Gain)","+18.2% (BJP Gain)","2007: BJP (6.2%) -> 2012: INC (1.6%) -> 2017: INC (0.7%) -> 2022: BJP (17.5%)" 138,"Jetpur Pavi","જેતપુર પાવી","Chhota Udaipur","Central Gujarat",40,"Chhota Udaipur Rathwa Tribal Belt","NO (Cluster Member Seat)","Connected member seat relying on Chhota Udaipur commercial hub","Chhota Udaipur (AC #137)","Chhota Udaipur (AC #137); Jetpur Pavi (AC #138); Sankheda (AC #139)","Sankheda (AC #139) [Correlation: 0.50]","Autonomous Local Anchor (No incoming vector)","Dolomite mining, teak forest reserves, and Rathwa Adivasi cultural heartland bordering MP. Tribal land alienation laws, mining transport rights, and haat bazaars unite community voting. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Sankheda.","AAP Spoiler / Fracture | Direct Flippable Target (INC+AAP > BJP) | Multi-Cycle Swing Seat","BJP","Rathwa Jayantibhai Savjibhai","19.7%","24.20%","45.00%","25.20%","5.60%","ARITHMETIC OPPOSITION FLIP: BJP won by 19.7%, but combined INC (24.2%) + AAP (25.2%) = 49.4% exceeds BJP (45.0%)","INC","Sukhrambhai Hariyabhai Rathwa","1.8%","BJP","Jayantibhai Somabhai Rathwa","2.8%","INC","Mohansinh Chhotubhai Rathwa","9.3%","+1.9% (BJP Gain)","+2.2% (BJP Gain)","-19.7% (INC Gain)","2007: INC (9.3%) -> 2012: BJP (2.8%) -> 2017: INC (1.8%) -> 2022: BJP (19.7%)" 139,"Sankheda","સંખેડા","Chhota Udaipur","Central Gujarat",40,"Chhota Udaipur Rathwa Tribal Belt","NO (Cluster Member Seat)","Connected member seat relying on Chhota Udaipur commercial hub","Chhota Udaipur (AC #137)","Chhota Udaipur (AC #137); Jetpur Pavi (AC #138); Sankheda (AC #139)","Terminal Wave Absorber (Extremity Node — political waves terminate here)","Chhota Udaipur (AC #137) [Correlation: 0.84]; Jetpur Pavi (AC #138) [Correlation: 0.50]","Dolomite mining, teak forest reserves, and Rathwa Adivasi cultural heartland bordering MP. Tribal land alienation laws, mining transport rights, and haat bazaars unite community voting.","INC Core Base (≥30%) | BJP Fortress (≥50%) | Multi-Cycle Swing Seat","BJP","Abhesinh Motibhai Tadvi","16.1%","36.05%","52.14%","9.62%","2.18%","RESILIENT CADRE BASE: Congress retained solid 36.0% vote share despite adverse statewide wave","BJP","Abhesinh Motibhai Tadvi","7.2%","INC","Bhil Dhirubhai Chunilal","0.8%","BJP","Tadvi Abhesinh Motibhai","11.7%","-12.5% (INC Gain)","+8.1% (BJP Gain)","+8.9% (BJP Gain)","2007: BJP (11.7%) -> 2012: INC (0.8%) -> 2017: BJP (7.2%) -> 2022: BJP (16.1%)" 140,"Dabhoi","ડભોઈ","Vadodara","Central Gujarat",41,"Vadodara Rural & Narmada-Orsang Plains","NO (Cluster Member Seat)","Connected member seat relying on Savli commercial hub","Savli (AC #135)","Savli (AC #135); Vaghodiya (AC #136); Dabhoi (AC #140); Padra (AC #146); Karjan (AC #147)","Manjalpur (AC #145) [Correlation: 0.94]","Autonomous Local Anchor (No incoming vector)","Fertile alluvial plains between Mahi and Narmada rivers, hosting major pharmaceutical and chemical GIDC estates (Savli, Padra, Karjan). Industrial job reservation and agro-prices combine. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Manjalpur.","INC Core Base (≥30%) | BJP Fortress (≥50%) | Multi-Cycle Swing Seat","BJP","Shaileshbhai Kanaiyalal Mehta (Shailesh Sotta)","12.2%","40.66%","52.83%","4.70%","1.80%","RESILIENT CADRE BASE: Congress retained solid 40.7% vote share despite adverse statewide wave","BJP","Mehta Shaileshbhai Kanaiyalal (Shailesh Sotta)","1.8%","BJP","Patel Balkrishnabhai Naranbhai","3.6%","INC","Siddharth Chimanbhai Patel","14.3%","+17.8% (BJP Gain)","-1.8% (INC Gain)","+10.4% (BJP Gain)","2007: INC (14.3%) -> 2012: BJP (3.6%) -> 2017: BJP (1.8%) -> 2022: BJP (12.2%)" 141,"Vadodara City","વડોદરા શહેર","Vadodara","Central Gujarat",42,"Vadodara City Metropolis","NO (Cluster Member Seat)","Connected member seat relying on Manjalpur commercial hub","Manjalpur (AC #145)","Vadodara City (AC #141); Sayajigunj (AC #142); Akota (AC #143); Raopura (AC #144); Manjalpur (AC #145)","Manjalpur (AC #145) [Correlation: 0.95]","Vaghodiya (AC #136) [Correlation: 0.50]; Akota (AC #143) [Correlation: 0.91]; Raopura (AC #144) [Correlation: 0.57]","Cultural and petrochemical capital of Central Gujarat; pharmaceuticals, plastics, and engineering MSMEs. High educational institution density and disciplined urban middle-class voting. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Manjalpur.","BJP Fortress (≥50%)","BJP","Manisha Vakil","54.4%","17.72%","72.14%","8.78%","1.32%","BJP DOMINANCE: Winner secured 72.1% vote share","BJP","Manisha Vakil","28.5%","BJP","Vakil Manisha Rajivbhai","32.0%","BJP","Lakhawala Bhupendrabhai Gatulal","19.4%","+43.5% (BJP Gain)","-3.6% (INC Gain)","+26.0% (BJP Gain)","2007: BJP (19.4%) -> 2012: BJP (32.0%) -> 2017: BJP (28.5%) -> 2022: BJP (54.4%)" 142,"Sayajigunj","સયાજીગંજ","Vadodara","Central Gujarat",42,"Vadodara City Metropolis","NO (Cluster Member Seat)","Connected member seat relying on Manjalpur commercial hub","Manjalpur (AC #145)","Vadodara City (AC #141); Sayajigunj (AC #142); Akota (AC #143); Raopura (AC #144); Manjalpur (AC #145)","Akota (AC #143) [Correlation: 0.50]","Autonomous Local Anchor (No incoming vector)","Cultural and petrochemical capital of Central Gujarat; pharmaceuticals, plastics, and engineering MSMEs. High educational institution density and disciplined urban middle-class voting. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Akota.","BJP Fortress (≥50%)","BJP","Keyur Narayandas Rokadia","48.03%","21.76%","69.79%","7.48%","1.02%","BJP DOMINANCE: Winner secured 69.8% vote share","BJP","Jitendra Ratilal Sukhadia (Jitubhai)","32.36%","BJP","Sukhadiya Jitendra Ratilal Sukhadiya","36.03%","BJP","Jitendra Sukhadiya age 61 · male","28.27%","+7.8% (BJP Gain)","-3.7% (INC Gain)","+15.7% (BJP Gain)","2007: BJP (28.27%) -> 2012: BJP (36.03%) -> 2017: BJP (32.36%) -> 2022: BJP (48.03%)" 143,"Akota","અકોટા","Vadodara","Central Gujarat",42,"Vadodara City Metropolis","NO (Cluster Member Seat)","Connected member seat relying on Manjalpur commercial hub","Manjalpur (AC #145)","Vadodara City (AC #141); Sayajigunj (AC #142); Akota (AC #143); Raopura (AC #144); Manjalpur (AC #145)","Vadodara City (AC #141) [Correlation: 0.91]","Manjalpur (AC #145) [Correlation: 0.99]; Sayajigunj (AC #142) [Correlation: 0.50]","Cultural and petrochemical capital of Central Gujarat; pharmaceuticals, plastics, and engineering MSMEs. High educational institution density and disciplined urban middle-class voting. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Vadodara City.","BJP Fortress (≥50%)","BJP","Chaitanya Makarandbhai Desai","48.0%","21.96%","69.97%","6.19%","1.91%","BJP DOMINANCE: Winner secured 70.0% vote share","BJP","Seemaben Akshaykumar Mohile","34.7%","BJP","Saurabh Patel","33.7%","BJP","Lakhawala Bhupendrabhai Gatulal","19.4%","+45.2% (BJP Gain)","+1.0% (BJP Gain)","+13.3% (BJP Gain)","2007: BJP (19.4%) -> 2012: BJP (33.7%) -> 2017: BJP (34.7%) -> 2022: BJP (48.0%)" 144,"Raopura","રાવપુરા","Vadodara","Central Gujarat",42,"Vadodara City Metropolis","NO (Cluster Member Seat)","Connected member seat relying on Manjalpur commercial hub","Manjalpur (AC #145)","Vadodara City (AC #141); Sayajigunj (AC #142); Akota (AC #143); Raopura (AC #144); Manjalpur (AC #145)","Vadodara City (AC #141) [Correlation: 0.57]","Autonomous Local Anchor (No incoming vector)","Cultural and petrochemical capital of Central Gujarat; pharmaceuticals, plastics, and engineering MSMEs. High educational institution density and disciplined urban middle-class voting. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Vadodara City.","BJP Fortress (≥50%)","BJP","Balkrushna Khanderao Shukla (Balu Shukla)","47.7%","22.53%","70.25%","6.15%","1.05%","BJP DOMINANCE: Winner secured 70.3% vote share","BJP","Rajendra Trivedi "Rajubhai Vakil"","20.4%","BJP","Rajendra Trivedi (Rajubhai Vakil)","25.6%","BJP","Yogesh Patel","40.7%","-15.1% (INC Gain)","-5.2% (INC Gain)","+27.3% (BJP Gain)","2007: BJP (40.7%) -> 2012: BJP (25.6%) -> 2017: BJP (20.4%) -> 2022: BJP (47.7%)" 145,"Manjalpur","માંજલપુર","Vadodara","Central Gujarat",42,"Vadodara City Metropolis","YES (Primary Epicenter Hub)","Vadodara Urban Metropolis (Cultural capital, engineering and petrochemical nerve center)","Manjalpur (AC #145)","Vadodara City (AC #141); Sayajigunj (AC #142); Akota (AC #143); Raopura (AC #144); Manjalpur (AC #145)","Akota (AC #143) [Correlation: 0.99]","Dabhoi (AC #140) [Correlation: 0.94]; Padra (AC #146) [Correlation: 0.86]; Karjan (AC #147) [Correlation: 0.86]; Vadodara City (AC #141) [Correlation: 0.95]","Cultural and petrochemical capital of Central Gujarat; pharmaceuticals, plastics, and engineering MSMEs. High educational institution density and disciplined urban middle-class voting. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Akota.","BJP Fortress (≥50%)","BJP","Yogeshbhai Narandas Patel","64.9%","12.49%","77.43%","7.10%","3.00%","BJP DOMINANCE: Winner secured 77.4% vote share","BJP","Yogesh Patel","35.6%","BJP","Yogesh Patel","37.7%","BJP","Gohil Upendrasinh Pratapsinh","10.8%","+49.1% (BJP Gain)","-2.0% (INC Gain)","+29.3% (BJP Gain)","2007: BJP (10.8%) -> 2012: BJP (37.7%) -> 2017: BJP (35.6%) -> 2022: BJP (64.9%)" 146,"Padra","પાદરા","Vadodara","Central Gujarat",41,"Vadodara Rural & Narmada-Orsang Plains","NO (Cluster Member Seat)","Connected member seat relying on Savli commercial hub","Savli (AC #135)","Savli (AC #135); Vaghodiya (AC #136); Dabhoi (AC #140); Padra (AC #146); Karjan (AC #147)","Manjalpur (AC #145) [Correlation: 0.86]","Borsad (AC #109) [Correlation: 0.76]","Fertile alluvial plains between Mahi and Narmada rivers, hosting major pharmaceutical and chemical GIDC estates (Savli, Padra, Karjan). Industrial job reservation and agro-prices combine. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Manjalpur.","INC Core Base (≥30%) | Razor-Thin Battleground (≤5%) | Multi-Cycle Swing Seat","BJP","Chaitanyasinh Pratapsinh Zala","3.4%","33.09%","36.50%","1.10%","29.30%","HIGH-LEVERAGE BATTLEGROUND: Decided by razor-thin margin of only 3.4% (<4,000 votes)","INC","Thakor Jashpalsinh Mahendrasinh (Padhiyar)","11.2%","BJP","Patel Dineshbhai Balubhai (Dinumama)","2.7%","IND","Dineshbhai B Patel (Dinu Mama)","12.1%","+14.8% (BJP Gain)","-13.9% (INC Gain)","+14.6% (BJP Gain)","2007: IND (12.1%) -> 2012: BJP (2.7%) -> 2017: INC (11.2%) -> 2022: BJP (3.4%)" 147,"Karjan","કરજણ","Vadodara","Central Gujarat",41,"Vadodara Rural & Narmada-Orsang Plains","NO (Cluster Member Seat)","Connected member seat relying on Savli commercial hub","Savli (AC #135)","Savli (AC #135); Vaghodiya (AC #136); Dabhoi (AC #140); Padra (AC #146); Karjan (AC #147)","Manjalpur (AC #145) [Correlation: 0.86]","Bharuch (AC #153) [Correlation: 0.85]","Fertile alluvial plains between Mahi and Narmada rivers, hosting major pharmaceutical and chemical GIDC estates (Savli, Padra, Karjan). Industrial job reservation and agro-prices combine. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Manjalpur.","INC Core Base (≥30%) | BJP Fortress (≥50%) | Multi-Cycle Swing Seat","BJP","Akshaykumar Ishvarbhai Patel","17.4%","38.07%","55.51%","4.37%","2.03%","RESILIENT CADRE BASE: Congress retained solid 38.1% vote share despite adverse statewide wave","INC","Akshay Kumar Iswarbhai Patel","2.4%","BJP","Patel Satishbhai Motibhai","2.5%","INC","Dabhi Chandubhai Motibhai","2.1%","+4.6% (BJP Gain)","-4.8% (INC Gain)","+19.8% (BJP Gain)","2007: INC (2.1%) -> 2012: BJP (2.5%) -> 2017: INC (2.4%) -> 2022: BJP (17.4%)" 148,"Nandod","નાંદોદ","Narmada","South Gujarat",43,"Narmada Tribal & Karjan Basin","YES (Primary Epicenter Hub)","Rajpipla (Nandod) Administrative Hub (Narmada district capital and Karjan basin center)","Nandod (AC #148)","Nandod (AC #148); Dediapada (AC #149)","Dediapada (AC #149) [Correlation: 0.12]","Autonomous Source (Primary Epicenter — generates political momentum)","Sardar Sarovar mega-dam and Karjan reservoir basin. Vasava tribal leadership, displacement rehabilitation, and forest rights mobilization govern contiguous voting across Nandod and Dediapada. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Dediapada.","AAP Spoiler / Fracture | Multi-Cycle Swing Seat","BJP","Dr. Darshna Chandubhai Deshmukh(Vasava)","16.2%","24.28%","40.45%","14.03%","21.27%","HIGH OPPOSITION FRACTURE: AAP secured 14.0% vote share, dividing anti-incumbency votes","INC","Vasava Premsinhbhai Devjibhai","3.8%","BJP","Tadvi Shabdasharan Bhailalbhai","9.9%","BJP","Harshadbhai Chunilal Vasava","0.6%","+21.4% (BJP Gain)","-13.7% (INC Gain)","+20.0% (BJP Gain)","2007: BJP (0.6%) -> 2012: BJP (9.9%) -> 2017: INC (3.8%) -> 2022: BJP (16.2%)" 149,"Dediapada","ડેડિયાપાડા","Narmada","South Gujarat",43,"Narmada Tribal & Karjan Basin","NO (Cluster Member Seat)","Connected member seat relying on Nandod commercial hub","Nandod (AC #148)","Nandod (AC #148); Dediapada (AC #149)","Nizar (AC #172) [Correlation: 0.50]","Nandod (AC #148) [Correlation: 0.12]","Sardar Sarovar mega-dam and Karjan reservoir basin. Vasava tribal leadership, displacement rehabilitation, and forest rights mobilization govern contiguous voting across Nandod and Dediapada. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Nizar.","AAP Spoiler / Fracture | Multi-Cycle Swing Seat","AAP","Chaitarbhai Damjibhai Vasava","22.1%","6.91%","34.67%","56.78%","1.62%","HIGH OPPOSITION FRACTURE: AAP secured 56.8% vote share, dividing anti-incumbency votes","BTP","Vasava Maheshbhai Chhotubhai","13.4%","BJP","Motilal Puniabhai Vasava","1.7%","INC","Vasava Amarsinh Ramsinh","15.8%","+17.5% (BJP Gain)","-15.1% (INC Gain)","-8.7% (INC Gain)","2007: INC (15.8%) -> 2012: BJP (1.7%) -> 2017: BTP (13.4%) -> 2022: AAP (22.1%)" 150,"Jambusar","જંબુસર","Bharuch","South Gujarat",44,"Bharuch Petrochemical & Marine SEZ","YES (Primary Epicenter Hub)","Ankleshwar / Bharuch Chemical & Maritime SEZ (India's petrochemical capital and Dahej port nexus)","Jambusar (AC #150)","Jambusar (AC #150); Vagra (AC #151); Jhagadiya (AC #152); Bharuch (AC #153); Ankleshwar (AC #154)","Bharuch (AC #153) [Correlation: 0.87]","Autonomous Source (Primary Epicenter — generates political momentum)","India's chemical and petrochemical capital; Dahej PCPIR port SEZ, Ankleshwar GIDC, and Narmada estuary. Chemical plant safety, effluent treatment, and local industrial jobs dominate. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Bharuch.","INC Core Base (≥30%) | BJP Fortress (≥50%) | Multi-Cycle Swing Seat","BJP","Devkishordasji Bhaktisvarupdasji Swami","16.9%","39.62%","56.52%","2.11%","1.79%","RESILIENT CADRE BASE: Congress retained solid 39.6% vote share despite adverse statewide wave","INC","Sanjaybhai Jesangbhai Solanki","4.2%","BJP","Chhatrasinhji Pujabhai Mori","12.9%","INC","Kirankumar Lakshmanbhai Makwana","1.1%","+14.0% (BJP Gain)","-17.1% (INC Gain)","+21.1% (BJP Gain)","2007: INC (1.1%) -> 2012: BJP (12.9%) -> 2017: INC (4.2%) -> 2022: BJP (16.9%)" 151,"Vagra","વાગરા","Bharuch","South Gujarat",44,"Bharuch Petrochemical & Marine SEZ","NO (Cluster Member Seat)","Connected member seat relying on Jambusar commercial hub","Jambusar (AC #150)","Jambusar (AC #150); Vagra (AC #151); Jhagadiya (AC #152); Bharuch (AC #153); Ankleshwar (AC #154)","Bharuch (AC #153) [Correlation: 0.87]","Autonomous Local Anchor (No incoming vector)","India's chemical and petrochemical capital; Dahej PCPIR port SEZ, Ankleshwar GIDC, and Narmada estuary. Chemical plant safety, effluent treatment, and local industrial jobs dominate. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Bharuch.","INC Core Base (≥30%) | BJP Fortress (≥50%) | Multi-Cycle Swing Seat","BJP","Arunsinh Ajitsinh Rana","8.5%","44.11%","52.63%","1.22%","2.08%","RESILIENT CADRE BASE: Congress retained solid 44.1% vote share despite adverse statewide wave","BJP","Arunsinh Ajitsinh Rana","1.8%","BJP","Arunsinh Ajitsinh Rana","10.7%","INC","Iqbal Patel","4.1%","+14.8% (BJP Gain)","-8.9% (INC Gain)","+6.8% (BJP Gain)","2007: INC (4.1%) -> 2012: BJP (10.7%) -> 2017: BJP (1.8%) -> 2022: BJP (8.5%)" 152,"Jhagadiya","ઝગડિયા","Bharuch","South Gujarat",44,"Bharuch Petrochemical & Marine SEZ","NO (Cluster Member Seat)","Connected member seat relying on Jambusar commercial hub","Jambusar (AC #150)","Jambusar (AC #150); Vagra (AC #151); Jhagadiya (AC #152); Bharuch (AC #153); Ankleshwar (AC #154)","Bharuch (AC #153) [Correlation: 0.50]","Autonomous Local Anchor (No incoming vector)","India's chemical and petrochemical capital; Dahej PCPIR port SEZ, Ankleshwar GIDC, and Narmada estuary. Chemical plant safety, effluent treatment, and local industrial jobs dominate. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Bharuch.","AAP Spoiler / Fracture | Multi-Cycle Swing Seat","BJP","Riteshkumar Ramanbhai Vasava","11.9%","7.70%","45.50%","10.00%","36.80%","HIGH OPPOSITION FRACTURE: AAP secured 10.0% vote share, dividing anti-incumbency votes","BTP","Chhotubhai Amarsinh Vasava","8.6%","JD(U)","Chhotubhai Amarsinh Vasava","7.8%","JD(U)","Chhotubhai Amarsinh Vasava","12.4%","+1.9% (BJP Gain)","+2.2% (BJP Gain)","-19.7% (INC Gain)","2007: JD(U) (12.4%) -> 2012: JD(U) (7.8%) -> 2017: BTP (8.6%) -> 2022: BJP (11.9%)" 153,"Bharuch","ભરૂચ","Bharuch","South Gujarat",44,"Bharuch Petrochemical & Marine SEZ","NO (Cluster Member Seat)","Connected member seat relying on Jambusar commercial hub","Jambusar (AC #150)","Jambusar (AC #150); Vagra (AC #151); Jhagadiya (AC #152); Bharuch (AC #153); Ankleshwar (AC #154)","Karjan (AC #147) [Correlation: 0.85]","Jambusar (AC #150) [Correlation: 0.87]; Vagra (AC #151) [Correlation: 0.87]; Jhagadiya (AC #152) [Correlation: 0.50]; Mangrol (AC #156) [Correlation: 0.77]","India's chemical and petrochemical capital; Dahej PCPIR port SEZ, Ankleshwar GIDC, and Narmada estuary. Chemical plant safety, effluent treatment, and local industrial jobs dominate. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Karjan.","BJP Fortress (≥50%)","BJP","Rameshbhai Narandas Mistry","38.1%","26.13%","64.26%","8.58%","1.02%","BJP DOMINANCE: Winner secured 64.3% vote share","BJP","Patel Dushyantbhai Rajneekant","19.4%","BJP","Dushyantbhai Rajnikant Patel","24.0%","BJP","Dushyantbhai Rajnikant Patel","5.7%","+35.5% (BJP Gain)","-4.6% (INC Gain)","+18.7% (BJP Gain)","2007: BJP (5.7%) -> 2012: BJP (24.0%) -> 2017: BJP (19.4%) -> 2022: BJP (38.1%)" 154,"Ankleshwar","અંકલેશ્વર","Bharuch","South Gujarat",44,"Bharuch Petrochemical & Marine SEZ","NO (Cluster Member Seat)","Connected member seat relying on Jambusar commercial hub","Jambusar (AC #150)","Jambusar (AC #150); Vagra (AC #151); Jhagadiya (AC #152); Bharuch (AC #153); Ankleshwar (AC #154)","Katargam (AC #166) [Correlation: 0.99]","Autonomous Local Anchor (No incoming vector)","India's chemical and petrochemical capital; Dahej PCPIR port SEZ, Ankleshwar GIDC, and Narmada estuary. Chemical plant safety, effluent treatment, and local industrial jobs dominate. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Katargam.","INC Core Base (≥30%) | BJP Fortress (≥50%)","BJP","Ishwarsinh Thakorbhai Patel","25.5%","35.34%","60.88%","3.38%","0.42%","RESILIENT CADRE BASE: Congress retained solid 35.3% vote share despite adverse statewide wave","BJP","Ishwarsinh Thakorbhai Patel","30.3%","BJP","Ishwarsinh Thakorbhai Patel","21.9%","BJP","Patel Ishwarsinh Thakorbhai","17.3%","+4.6% (BJP Gain)","+8.4% (BJP Gain)","-4.8% (INC Gain)","2007: BJP (17.3%) -> 2012: BJP (21.9%) -> 2017: BJP (30.3%) -> 2022: BJP (25.5%)" 155,"Olpad","ઓલપાડ","Surat","South Gujarat",45,"Surat North Industrial & Agro-Corridor","NO (Cluster Member Seat)","Connected member seat relying on Kamrej commercial hub","Kamrej (AC #158)","Olpad (AC #155); Mangrol (AC #156); Kamrej (AC #158)","Udhna (AC #164) [Correlation: 0.99]","Autonomous Local Anchor (No incoming vector)","Tapi river estuary, brackish water shrimp aquaculture, sugarcane farming, and northern Surat suburban real estate expansion. Fast-growing peri-urban industrial corridor. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Udhna.","BJP Fortress (≥50%) | AAP Spoiler / Fracture","BJP","Mukeshbhai Zinabhai Patel","39.4%","19.61%","59.02%","17.95%","3.45%","HIGH OPPOSITION FRACTURE: AAP secured 17.9% vote share, dividing anti-incumbency votes","BJP","Patel Mukeshbhai Zinabhai","25.7%","BJP","Patel Mukeshbhai Zinabhai","19.3%","BJP","Patel Kiritbhai Gangarambhai","33.0%","-13.7% (INC Gain)","+6.4% (BJP Gain)","+13.7% (BJP Gain)","2007: BJP (33.0%) -> 2012: BJP (19.3%) -> 2017: BJP (25.7%) -> 2022: BJP (39.4%)" 156,"Mangrol","માંગરોળ","Surat","South Gujarat",45,"Surat North Industrial & Agro-Corridor","NO (Cluster Member Seat)","Connected member seat relying on Kamrej commercial hub","Kamrej (AC #158)","Olpad (AC #155); Mangrol (AC #156); Kamrej (AC #158)","Bharuch (AC #153) [Correlation: 0.77]","Kamrej (AC #158) [Correlation: 0.51]","Tapi river estuary, brackish water shrimp aquaculture, sugarcane farming, and northern Surat suburban real estate expansion. Fast-growing peri-urban industrial corridor. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Bharuch.","BJP Fortress (≥50%) | AAP Spoiler / Fracture","BJP","Ganpatsinh Vestabhai Vasava","31.2%","20.40%","52.40%","23.60%","3.60%","HIGH OPPOSITION FRACTURE: AAP secured 23.6% vote share, dividing anti-incumbency votes","BJP","Ganpatsinh Vestabhai Vasava","25.1%","BJP","Ganpatsinh Vestabhai Vasava","20.1%","BJP","Ganpatsinh Vestabhai Vasava","18.2%","+1.9% (BJP Gain)","+2.2% (BJP Gain)","-19.7% (INC Gain)","2007: BJP (18.2%) -> 2012: BJP (20.1%) -> 2017: BJP (25.1%) -> 2022: BJP (31.2%)" 157,"Mandvi","માંડવી","Surat","South Gujarat",46,"Surat Rural & Tapi Tribal Belt","NO (Cluster Member Seat)","Connected member seat relying on Bardoli commercial hub","Bardoli (AC #169)","Mandvi (AC #157); Bardoli (AC #169); Mahuva (AC #170); Vyara (AC #171); Nizar (AC #172)","Vyara (AC #171) [Correlation: 0.98]","Autonomous Local Anchor (No incoming vector)","Asia's largest cooperative sugar factory at Bardoli; sugarcane farmers, migrant cane-cutters, and Halpati tribal farm workers. Deep historical cooperative movement roots shape consensus. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Vyara.","INC Core Base (≥30%) | AAP Spoiler / Fracture | Direct Flippable Target (INC+AAP > BJP) | Multi-Cycle Swing Seat","BJP","Kunvarjibhai Narsinhbhai Halpati","9.7%","32.40%","42.80%","21.40%","3.40%","ARITHMETIC OPPOSITION FLIP: BJP won by 9.7%, but combined INC (32.4%) + AAP (21.4%) = 53.8% exceeds BJP (42.8%)","INC","Anandbhai Mohanbhai Chaudhari","27.2%","INC","Anandbhai Mohanbhai Chaudhari","13.9%","INC","Prabhubhai Nagarbhai Vasava","14.2%","+1.9% (BJP Gain)","+2.2% (BJP Gain)","-19.7% (INC Gain)","2007: INC (14.2%) -> 2012: INC (13.9%) -> 2017: INC (27.2%) -> 2022: BJP (9.7%)" 158,"Kamrej","કામરેજ","Surat","South Gujarat",45,"Surat North Industrial & Agro-Corridor","YES (Primary Epicenter Hub)","Kamrej / Olpad Agro-Aquaculture & Industrial Hub (Surat northern expansion and sugarcane transit node)","Kamrej (AC #158)","Olpad (AC #155); Mangrol (AC #156); Kamrej (AC #158)","Mangrol (AC #156) [Correlation: 0.51]","Surat West (AC #167) [Correlation: 0.73]","Tapi river estuary, brackish water shrimp aquaculture, sugarcane farming, and northern Surat suburban real estate expansion. Fast-growing peri-urban industrial corridor. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Mangrol.","BJP Fortress (≥50%) | AAP Spoiler / Fracture","BJP","Praful Pansheriya","22.7%","8.37%","56.46%","33.74%","1.46%","HIGH OPPOSITION FRACTURE: AAP secured 33.7% vote share, dividing anti-incumbency votes","BJP","V.D.Zalavadiya","10.3%","BJP","Pansheriya Prafulbhai Chhaganbhai","27.9%","BJP","Rathod Bhartiben Amrutbhai","10.6%","+17.3% (BJP Gain)","-17.6% (INC Gain)","+12.5% (BJP Gain)","2007: BJP (10.6%) -> 2012: BJP (27.9%) -> 2017: BJP (10.3%) -> 2022: BJP (22.7%)" 159,"Surat East","સુરત પૂર્વ","Surat","South Gujarat",47,"Surat City Metropolis","NO (Cluster Member Seat)","Connected member seat relying on Karanj commercial hub","Karanj (AC #162)","Surat East (AC #159); Surat North (AC #160); Varachha Road (AC #161); Karanj (AC #162); Limbayat (AC #163); Udhna (AC #164); Majura (AC #165); Katargam (AC #166); Surat West (AC #167); Choryasi (AC #168)","Surat West (AC #167) [Correlation: 0.88]","Karanj (AC #162) [Correlation: 1.00]; Limbayat (AC #163) [Correlation: 0.82]; Katargam (AC #166) [Correlation: 0.38]","Global capital of diamond cutting and synthetic textile weaving. Massive Saurashtra Leuva Patidar immigrant community; diamond export demand, factory electricity tariffs, and labor safety govern votes. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Surat West.","INC Core Base (≥30%) | BJP Fortress (≥50%)","BJP","Arvind Shantilal Rana","10.2%","42.85%","53.01%","0.00%","4.10%","RESILIENT CADRE BASE: Congress retained solid 42.9% vote share despite adverse statewide wave","BJP","Arvind Shantilal Rana","9.9%","BJP","Gilitwala Ranjitbhai Mangubhai","11.6%","BJP","Gilitwala Ranjitbhai Mangubhai","2.0%","+23.1% (BJP Gain)","-1.7% (INC Gain)","+0.2% (BJP Gain)","2007: BJP (2.0%) -> 2012: BJP (11.6%) -> 2017: BJP (9.9%) -> 2022: BJP (10.2%)" 160,"Surat North","સુરત ઉત્તર","Surat","South Gujarat",47,"Surat City Metropolis","NO (Cluster Member Seat)","Connected member seat relying on Karanj commercial hub","Karanj (AC #162)","Surat East (AC #159); Surat North (AC #160); Varachha Road (AC #161); Karanj (AC #162); Limbayat (AC #163); Udhna (AC #164); Majura (AC #165); Katargam (AC #166); Surat West (AC #167); Choryasi (AC #168)","Choryasi (AC #168) [Correlation: 0.75]","Varachha Road (AC #161) [Correlation: 0.23]","Global capital of diamond cutting and synthetic textile weaving. Massive Saurashtra Leuva Patidar immigrant community; diamond export demand, factory electricity tariffs, and labor safety govern votes. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Choryasi.","BJP Fortress (≥50%) | AAP Spoiler / Fracture","BJP","Kantibhai Himmatbhai Balar","35.8%","15.50%","59.61%","23.82%","1.08%","HIGH OPPOSITION FRACTURE: AAP secured 23.8% vote share, dividing anti-incumbency votes","BJP","Balar Kantibhai Himmatbhai","20.1%","BJP","Choksi Ajaykumar Jashvantlal","21.3%","BJP","Vanani Nanubhai Bhagvanbhai","18.0%","+32.8% (BJP Gain)","-1.3% (INC Gain)","+15.7% (BJP Gain)","2007: BJP (18.0%) -> 2012: BJP (21.3%) -> 2017: BJP (20.1%) -> 2022: BJP (35.8%)" 161,"Varachha Road","વરાછા રોડ","Surat","South Gujarat",47,"Surat City Metropolis","NO (Cluster Member Seat)","Connected member seat relying on Karanj commercial hub","Karanj (AC #162)","Surat East (AC #159); Surat North (AC #160); Varachha Road (AC #161); Karanj (AC #162); Limbayat (AC #163); Udhna (AC #164); Majura (AC #165); Katargam (AC #166); Surat West (AC #167); Choryasi (AC #168)","Surat North (AC #160) [Correlation: 0.23]","Autonomous Local Anchor (No incoming vector)","Global capital of diamond cutting and synthetic textile weaving. Massive Saurashtra Leuva Patidar immigrant community; diamond export demand, factory electricity tariffs, and labor safety govern votes. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Surat North.","BJP Fortress (≥50%) | AAP Spoiler / Fracture","BJP","Kishor Kanani (Kumar)","13.9%","2.43%","55.53%","41.62%","0.38%","HIGH OPPOSITION FRACTURE: AAP secured 41.6% vote share, dividing anti-incumbency votes","BJP","Kishor Kanani (Kumar)","11.3%","BJP","Kanani Kishorbhai Shivabhai (Kumar)","16.0%","BJP","Vanani Nanubhai Bhagvanbhai","18.0%","+27.4% (BJP Gain)","-4.7% (INC Gain)","+2.6% (BJP Gain)","2007: BJP (18.0%) -> 2012: BJP (16.0%) -> 2017: BJP (11.3%) -> 2022: BJP (13.9%)" 162,"Karanj","કરંજ","Surat","South Gujarat",47,"Surat City Metropolis","YES (Primary Epicenter Hub)","Varachha / Katargam Diamond & Textile Bourse (Global diamond polishing and synthetic textile metropolis)","Karanj (AC #162)","Surat East (AC #159); Surat North (AC #160); Varachha Road (AC #161); Karanj (AC #162); Limbayat (AC #163); Udhna (AC #164); Majura (AC #165); Katargam (AC #166); Surat West (AC #167); Choryasi (AC #168)","Surat East (AC #159) [Correlation: 1.00]","Autonomous Source (Primary Epicenter — generates political momentum)","Global capital of diamond cutting and synthetic textile weaving. Massive Saurashtra Leuva Patidar immigrant community; diamond export demand, factory electricity tariffs, and labor safety govern votes. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Surat East.","BJP Fortress (≥50%) | AAP Spoiler / Fracture","BJP","Pravinbhai Manjibhai Ghoghari","40.6%","3.33%","68.25%","27.66%","0.74%","HIGH OPPOSITION FRACTURE: AAP secured 27.7% vote share, dividing anti-incumbency votes","BJP","Ghoghari Pravinbhai Manjibhai","39.8%","BJP","Kachhadiya Janakbhai Manjibhai","53.1%","BJP","Gilitwala Ranjitbhai Mangubhai","2.0%","+64.5% (BJP Gain)","-13.2% (INC Gain)","+0.8% (BJP Gain)","2007: BJP (2.0%) -> 2012: BJP (53.1%) -> 2017: BJP (39.8%) -> 2022: BJP (40.6%)" 163,"Limbayat","લીંબાયત","Surat","South Gujarat",47,"Surat City Metropolis","NO (Cluster Member Seat)","Connected member seat relying on Karanj commercial hub","Karanj (AC #162)","Surat East (AC #159); Surat North (AC #160); Varachha Road (AC #161); Karanj (AC #162); Limbayat (AC #163); Udhna (AC #164); Majura (AC #165); Katargam (AC #166); Surat West (AC #167); Choryasi (AC #168)","Surat East (AC #159) [Correlation: 0.82]","Majura (AC #165) [Correlation: 0.99]; Choryasi (AC #168) [Correlation: 0.23]","Global capital of diamond cutting and synthetic textile weaving. Massive Saurashtra Leuva Patidar immigrant community; diamond export demand, factory electricity tariffs, and labor safety govern votes. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Surat East.","BJP Fortress (≥50%) | AAP Spoiler / Fracture","BJP","Sangitaben Rajendra Patil","32.6%","16.54%","53.77%","21.17%","6.13%","HIGH OPPOSITION FRACTURE: AAP secured 21.2% vote share, dividing anti-incumbency votes","BJP","Patil Sangitaben Rajendrabhai","18.8%","BJP","Patil Sangitaben Rajendrabhai","20.2%","BJP","Gilitwala Ranjitbhai Mangubhai","2.0%","+31.6% (BJP Gain)","-1.4% (INC Gain)","+13.8% (BJP Gain)","2007: BJP (2.0%) -> 2012: BJP (20.2%) -> 2017: BJP (18.8%) -> 2022: BJP (32.6%)" 164,"Udhna","ઉધના","Surat","South Gujarat",47,"Surat City Metropolis","NO (Cluster Member Seat)","Connected member seat relying on Karanj commercial hub","Karanj (AC #162)","Surat East (AC #159); Surat North (AC #160); Varachha Road (AC #161); Karanj (AC #162); Limbayat (AC #163); Udhna (AC #164); Majura (AC #165); Katargam (AC #166); Surat West (AC #167); Choryasi (AC #168)","Choryasi (AC #168) [Correlation: 0.89]","Olpad (AC #155) [Correlation: 0.99]","Global capital of diamond cutting and synthetic textile weaving. Massive Saurashtra Leuva Patidar immigrant community; diamond export demand, factory electricity tariffs, and labor safety govern votes. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Choryasi.","BJP Fortress (≥50%) | AAP Spoiler / Fracture","BJP","Manubhai M. Patel (Fogwa)","47.5%","16.40%","63.94%","14.79%","4.91%","HIGH OPPOSITION FRACTURE: AAP secured 14.8% vote share, dividing anti-incumbency votes","BJP","Patel Vivek Narottambhai","30.2%","BJP","Narottambhai Patel","25.3%","BJP","Narottambhai Patel","40.7%","+36.8% (BJP Gain)","+4.9% (BJP Gain)","+17.3% (BJP Gain)","2007: BJP (40.7%) -> 2012: BJP (25.3%) -> 2017: BJP (30.2%) -> 2022: BJP (47.5%)" 165,"Majura","મજુરા","Surat","South Gujarat",47,"Surat City Metropolis","NO (Cluster Member Seat)","Connected member seat relying on Karanj commercial hub","Karanj (AC #162)","Surat East (AC #159); Surat North (AC #160); Varachha Road (AC #161); Karanj (AC #162); Limbayat (AC #163); Udhna (AC #164); Majura (AC #165); Katargam (AC #166); Surat West (AC #167); Choryasi (AC #168)","Limbayat (AC #163) [Correlation: 0.99]","Autonomous Local Anchor (No incoming vector)","Global capital of diamond cutting and synthetic textile weaving. Massive Saurashtra Leuva Patidar immigrant community; diamond export demand, factory electricity tariffs, and labor safety govern votes. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Limbayat.","BJP Fortress (≥50%) | AAP Spoiler / Fracture","BJP","Harsh Ramesh Sanghvi","72.8%","5.89%","83.15%","10.39%","0.61%","HIGH OPPOSITION FRACTURE: AAP secured 10.4% vote share, dividing anti-incumbency votes","BJP","Harsh Rameshkumar Sanghavi","57.1%","BJP","Sanghvi Harsh Rameshkumar","50.9%","BJP","Kishor Vankawala","30.8%","+62.3% (BJP Gain)","+6.2% (BJP Gain)","+15.7% (BJP Gain)","2007: BJP (30.8%) -> 2012: BJP (50.9%) -> 2017: BJP (57.1%) -> 2022: BJP (72.8%)" 166,"Katargam","કતારગામ","Surat","South Gujarat",47,"Surat City Metropolis","NO (Cluster Member Seat)","Connected member seat relying on Karanj commercial hub","Karanj (AC #162)","Surat East (AC #159); Surat North (AC #160); Varachha Road (AC #161); Karanj (AC #162); Limbayat (AC #163); Udhna (AC #164); Majura (AC #165); Katargam (AC #166); Surat West (AC #167); Choryasi (AC #168)","Surat East (AC #159) [Correlation: 0.38]","Ankleshwar (AC #154) [Correlation: 0.99]","Global capital of diamond cutting and synthetic textile weaving. Massive Saurashtra Leuva Patidar immigrant community; diamond export demand, factory electricity tariffs, and labor safety govern votes. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Surat East.","BJP Fortress (≥50%) | AAP Spoiler / Fracture","BJP","Vinodbhai Amarshibhai Moradiya","31.5%","13.07%","58.69%","27.21%","0.99%","HIGH OPPOSITION FRACTURE: AAP secured 27.2% vote share, dividing anti-incumbency votes","BJP","Vinodbhai Amarshibhai Moradiya (Vinubhai Ningala)","44.3%","BJP","Vanani Nanubhai Bhagavanbhai","26.1%","BJP","Vanani Nanubhai Bhagvanbhai","18.0%","+37.5% (BJP Gain)","+18.2% (BJP Gain)","-12.9% (INC Gain)","2007: BJP (18.0%) -> 2012: BJP (26.1%) -> 2017: BJP (44.3%) -> 2022: BJP (31.5%)" 167,"Surat West","સુરત પશ્ચિમ","Surat","South Gujarat",47,"Surat City Metropolis","NO (Cluster Member Seat)","Connected member seat relying on Karanj commercial hub","Karanj (AC #162)","Surat East (AC #159); Surat North (AC #160); Varachha Road (AC #161); Karanj (AC #162); Limbayat (AC #163); Udhna (AC #164); Majura (AC #165); Katargam (AC #166); Surat West (AC #167); Choryasi (AC #168)","Kamrej (AC #158) [Correlation: 0.73]","Surat East (AC #159) [Correlation: 0.88]","Global capital of diamond cutting and synthetic textile weaving. Massive Saurashtra Leuva Patidar immigrant community; diamond export demand, factory electricity tariffs, and labor safety govern votes. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Kamrej.","BJP Fortress (≥50%) | AAP Spoiler / Fracture","BJP","Purnesh Modi","65.2%","11.67%","76.88%","10.60%","0.80%","HIGH OPPOSITION FRACTURE: AAP secured 10.6% vote share, dividing anti-incumbency votes","BJP","Purnesh Modi","52.5%","BJP","Kishorbhai Ratilalvankawala","52.3%","BJP","Kishor Vankawala","30.8%","+63.8% (BJP Gain)","+0.2% (BJP Gain)","+12.7% (BJP Gain)","2007: BJP (30.8%) -> 2012: BJP (52.3%) -> 2017: BJP (52.5%) -> 2022: BJP (65.2%)" 168,"Choryasi","ચોર્યાસી","Surat","South Gujarat",47,"Surat City Metropolis","NO (Cluster Member Seat)","Connected member seat relying on Karanj commercial hub","Karanj (AC #162)","Surat East (AC #159); Surat North (AC #160); Varachha Road (AC #161); Karanj (AC #162); Limbayat (AC #163); Udhna (AC #164); Majura (AC #165); Katargam (AC #166); Surat West (AC #167); Choryasi (AC #168)","Limbayat (AC #163) [Correlation: 0.23]","Surat North (AC #160) [Correlation: 0.75]; Udhna (AC #164) [Correlation: 0.89]","Global capital of diamond cutting and synthetic textile weaving. Massive Saurashtra Leuva Patidar immigrant community; diamond export demand, factory electricity tariffs, and labor safety govern votes. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Limbayat.","BJP Fortress (≥50%) | AAP Spoiler / Fracture","BJP","Sandip Desai","58.5%","8.11%","74.08%","15.57%","2.23%","HIGH OPPOSITION FRACTURE: AAP secured 15.6% vote share, dividing anti-incumbency votes","BJP","Patel Zankhana Hiteshkumar","43.8%","BJP","Patel Rajendrabhai Parabhubhai (Rajabhai)","35.4%","BJP","Narottambhai Patel","40.7%","-5.4% (INC Gain)","+8.5% (BJP Gain)","+14.7% (BJP Gain)","2007: BJP (40.7%) -> 2012: BJP (35.4%) -> 2017: BJP (43.8%) -> 2022: BJP (58.5%)" 169,"Bardoli","બારડોલી","Surat","South Gujarat",46,"Surat Rural & Tapi Tribal Belt","YES (Primary Epicenter Hub)","Bardoli Cooperative Sugar Factory Hub (Historic cooperative movement and sugarcane farming center)","Bardoli (AC #169)","Mandvi (AC #157); Bardoli (AC #169); Mahuva (AC #170); Vyara (AC #171); Nizar (AC #172)","Mahuva (AC #170) [Correlation: 0.97]","Vyara (AC #171) [Correlation: 0.91]","Asia's largest cooperative sugar factory at Bardoli; sugarcane farmers, migrant cane-cutters, and Halpati tribal farm workers. Deep historical cooperative movement roots shape consensus. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Mahuva.","BJP Fortress (≥50%) | AAP Spoiler / Fracture | Multi-Cycle Swing Seat","BJP","Ishvarbhai Alias Anilbhai Ramanbhai Parmar","51.4%","16.33%","67.74%","14.12%","1.78%","HIGH OPPOSITION FRACTURE: AAP secured 14.1% vote share, dividing anti-incumbency votes","BJP","Ishwarbhai (Anil) Ramanbhai Parmar","22.0%","BJP","Parmar Ishwarbhai Alias Anilbhai Ramanbhai","14.9%","INC","Halpati Kuvarjibhai Narsinhbhai","4.0%","+18.9% (BJP Gain)","+7.1% (BJP Gain)","+29.4% (BJP Gain)","2007: INC (4.0%) -> 2012: BJP (14.9%) -> 2017: BJP (22.0%) -> 2022: BJP (51.4%)" 170,"Mahuva","મહુવા","Surat","South Gujarat",46,"Surat Rural & Tapi Tribal Belt","NO (Cluster Member Seat)","Connected member seat relying on Bardoli commercial hub","Bardoli (AC #169)","Mandvi (AC #157); Bardoli (AC #169); Mahuva (AC #170); Vyara (AC #171); Nizar (AC #172)","Vyara (AC #171) [Correlation: 0.93]","Bardoli (AC #169) [Correlation: 0.97]","Asia's largest cooperative sugar factory at Bardoli; sugarcane farmers, migrant cane-cutters, and Halpati tribal farm workers. Deep historical cooperative movement roots shape consensus. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Vyara.","AAP Spoiler / Fracture | Direct Flippable Target (INC+AAP > BJP) | Multi-Cycle Swing Seat","BJP","Mohanbhai Dhanjibhai Dhodiya","18.9%","29.20%","48.10%","19.30%","3.40%","ARITHMETIC OPPOSITION FLIP: BJP won by 18.9%, but combined INC (29.2%) + AAP (19.3%) = 48.5% exceeds BJP (48.1%)","BJP","Mohanbhai Dhanjibhai Dhodiya","3.9%","BJP","Mohanbhai Dhanjibhai Dhodiya","7.2%","INC","Ishwarbhai Narsinhbhai Vahia","9.1%","+1.9% (BJP Gain)","+2.2% (BJP Gain)","-19.7% (INC Gain)","2007: INC (9.1%) -> 2012: BJP (7.2%) -> 2017: BJP (3.9%) -> 2022: BJP (18.9%)" 171,"Vyara","વ્યારા","Tapi","South Gujarat",46,"Surat Rural & Tapi Tribal Belt","NO (Cluster Member Seat)","Connected member seat relying on Bardoli commercial hub","Bardoli (AC #169)","Mandvi (AC #157); Bardoli (AC #169); Mahuva (AC #170); Vyara (AC #171); Nizar (AC #172)","Bardoli (AC #169) [Correlation: 0.91]","Mandvi (AC #157) [Correlation: 0.98]; Mahuva (AC #170) [Correlation: 0.93]; Dangs (AC #173) [Correlation: 0.76]","Asia's largest cooperative sugar factory at Bardoli; sugarcane farmers, migrant cane-cutters, and Halpati tribal farm workers. Deep historical cooperative movement roots shape consensus. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Bardoli.","AAP Spoiler / Fracture | Direct Flippable Target (INC+AAP > BJP) | Multi-Cycle Swing Seat","BJP","Kokani Mohanbhai Dhedabhai","13.2%","27.41%","41.59%","28.38%","2.62%","ARITHMETIC OPPOSITION FLIP: BJP won by 13.2%, but combined INC (27.4%) + AAP (28.4%) = 55.8% exceeds BJP (41.6%)","INC","Gamit Punabhai Dhedabhai","15.5%","INC","Punabhai Dhedabhai Gamit","9.1%","INC","Gamit Punabhai Dhedabhai","14.6%","+5.6% (BJP Gain)","-6.5% (INC Gain)","+28.8% (BJP Gain)","2007: INC (14.6%) -> 2012: INC (9.1%) -> 2017: INC (15.5%) -> 2022: BJP (13.2%)" 172,"Nizar","નિઝર","Tapi","South Gujarat",46,"Surat Rural & Tapi Tribal Belt","NO (Cluster Member Seat)","Connected member seat relying on Bardoli commercial hub","Bardoli (AC #169)","Mandvi (AC #157); Bardoli (AC #169); Mahuva (AC #170); Vyara (AC #171); Nizar (AC #172)","Dangs (AC #173) [Correlation: 0.50]","Dediapada (AC #149) [Correlation: 0.50]","Asia's largest cooperative sugar factory at Bardoli; sugarcane farmers, migrant cane-cutters, and Halpati tribal farm workers. Deep historical cooperative movement roots shape consensus. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Dangs.","INC Core Base (≥30%) | AAP Spoiler / Fracture | Direct Flippable Target (INC+AAP > BJP) | Multi-Cycle Swing Seat","BJP","Dr.Jayrambhai Chemabhai Gamit","10.62%","34.07%","44.69%","16.41%","4.79%","ARITHMETIC OPPOSITION FLIP: BJP won by 10.6%, but combined INC (34.1%) + AAP (16.4%) = 50.5% exceeds BJP (44.7%)","INC","Sunilbhai Ratanjibhai Gamit","11.49%","BJP","Gamit Kantilalbhai Reshmabhai","5.15%","INC","Pareshbhai Govindbhai Vasava age 38 · male","1.35%","+6.5% (BJP Gain)","-16.6% (INC Gain)","+22.1% (BJP Gain)","2007: INC (1.35%) -> 2012: BJP (5.15%) -> 2017: INC (11.49%) -> 2022: BJP (10.62%)" 173,"Dangs","ડાંગ","Dangs","South Gujarat",49,"Southern Dangs & Sahyadri Tribal Forest Arc","NO (Cluster Member Seat)","Connected member seat relying on Valsad commercial hub","Valsad (AC #179)","Dangs (AC #173); Vansda (AC #177); Dharampur (AC #178); Valsad (AC #179); Pardi (AC #180); Kaprada (AC #181); Umbergaon (AC #182)","Vyara (AC #171) [Correlation: 0.76]","Nizar (AC #172) [Correlation: 0.50]","Southernmost tribal hill spine and industrial corridor along the Maharashtra border; Vapi chemical hub, mango orchards, and Dangs forest hill tract. Adivasi land rights and border transit trade. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Vyara.","INC Core Base (≥30%) | AAP Spoiler / Fracture | Direct Flippable Target (INC+AAP > BJP) | Multi-Cycle Swing Seat","BJP","Vijaybhai Rameshbhai Patel","15.2%","33.06%","48.24%","16.06%","2.64%","ARITHMETIC OPPOSITION FLIP: BJP won by 15.2%, but combined INC (33.1%) + AAP (16.1%) = 49.1% exceeds BJP (48.2%)","INC","Gavit Mangalbhai Gangajibhai","0.6%","INC","Gavit Mangalbhai Gangajibhai","2.4%","BJP","Patel Vijaybhai Rameshbhai","6.7%","+9.1% (BJP Gain)","+1.8% (BJP Gain)","+15.8% (BJP Gain)","2007: BJP (6.7%) -> 2012: INC (2.4%) -> 2017: INC (0.6%) -> 2022: BJP (15.2%)" 174,"Jalalpore","જલાલપોર","Navsari","South Gujarat",48,"Navsari Coastal Agrarian Belt","YES (Primary Epicenter Hub)","Navsari Diamond & Agro-Processing Market (Historic trade hub and horticultural center)","Jalalpore (AC #174)","Jalalpore (AC #174); Navsari (AC #175); Gandevi (AC #176)","Gandevi (AC #176) [Correlation: 0.76]","Autonomous Source (Primary Epicenter — generates political momentum)","Coastal horticultural orchards (chikoo, Alphonso mango), sugar cooperatives, and Parsi-Koli settlements. High rural literacy and cooperative credit societies guide political sentiment. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Gandevi.","BJP Fortress (≥50%)","BJP","R.C.Patel","44.2%","24.16%","68.36%","6.69%","0.81%","BJP DOMINANCE: Winner secured 68.4% vote share","BJP","R.C. Patel","16.8%","BJP","R.C.Patel","12.4%","BJP","R. C. Patel","27.8%","-15.4% (INC Gain)","+4.4% (BJP Gain)","+27.4% (BJP Gain)","2007: BJP (27.8%) -> 2012: BJP (12.4%) -> 2017: BJP (16.8%) -> 2022: BJP (44.2%)" 175,"Navsari","નવસારી","Navsari","South Gujarat",48,"Navsari Coastal Agrarian Belt","NO (Cluster Member Seat)","Connected member seat relying on Jalalpore commercial hub","Jalalpore (AC #174)","Jalalpore (AC #174); Navsari (AC #175); Gandevi (AC #176)","Gandevi (AC #176) [Correlation: 0.99]","Autonomous Local Anchor (No incoming vector)","Coastal horticultural orchards (chikoo, Alphonso mango), sugar cooperatives, and Parsi-Koli settlements. High rural literacy and cooperative credit societies guide political sentiment. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Gandevi.","BJP Fortress (≥50%) | AAP Spoiler / Fracture","BJP","Desai Rakesh Gunvantbhai","44.6%","21.30%","65.87%","11.36%","1.44%","HIGH OPPOSITION FRACTURE: AAP secured 11.4% vote share, dividing anti-incumbency votes","BJP","Piyushbhai Dinkerbhai Desai","28.8%","BJP","Desai Piyushbhai Dinkarbhai","10.2%","BJP","Patel Mangubhai Chhaganbhai","9.8%","+0.4% (BJP Gain)","+18.6% (BJP Gain)","+15.8% (BJP Gain)","2007: BJP (9.8%) -> 2012: BJP (10.2%) -> 2017: BJP (28.8%) -> 2022: BJP (44.6%)" 176,"Gandevi","ગણદેવી","Navsari","South Gujarat",48,"Navsari Coastal Agrarian Belt","NO (Cluster Member Seat)","Connected member seat relying on Jalalpore commercial hub","Jalalpore (AC #174)","Jalalpore (AC #174); Navsari (AC #175); Gandevi (AC #176)","Dharampur (AC #178) [Correlation: 0.76]","Jalalpore (AC #174) [Correlation: 0.76]; Navsari (AC #175) [Correlation: 0.99]","Coastal horticultural orchards (chikoo, Alphonso mango), sugar cooperatives, and Parsi-Koli settlements. High rural literacy and cooperative credit societies guide political sentiment. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Dharampur.","BJP Fortress (≥50%) | AAP Spoiler / Fracture","BJP","Nareshbhai Maganbhai Patel","45.0%","18.34%","63.38%","18.28%","0.02%","HIGH OPPOSITION FRACTURE: AAP secured 18.3% vote share, dividing anti-incumbency votes","BJP","Patel Nareshbhai Maganbhai","29.1%","BJP","Patel Mangubhai Chhaganbhai","13.7%","BJP","Patel Laxmanbhai Parsottambhai","12.1%","+1.6% (BJP Gain)","+15.4% (BJP Gain)","+15.9% (BJP Gain)","2007: BJP (12.1%) -> 2012: BJP (13.7%) -> 2017: BJP (29.1%) -> 2022: BJP (45.0%)" 177,"Vansda","વાંસદા","Navsari","South Gujarat",49,"Southern Dangs & Sahyadri Tribal Forest Arc","NO (Cluster Member Seat)","Connected member seat relying on Valsad commercial hub","Valsad (AC #179)","Dangs (AC #173); Vansda (AC #177); Dharampur (AC #178); Valsad (AC #179); Pardi (AC #180); Kaprada (AC #181); Umbergaon (AC #182)","Terminal Wave Absorber (Extremity Node — political waves terminate here)","Autonomous Local Anchor (No incoming vector)","Southernmost tribal hill spine and industrial corridor along the Maharashtra border; Vapi chemical hub, mango orchards, and Dangs forest hill tract. Adivasi land rights and border transit trade.","INC Core Base (≥30%) | Multi-Cycle Swing Seat","INC","Anantkumar Hasmukhbhai Patel","15.0%","53.43%","38.39%","6.94%","1.26%","RESILIENT CADRE BASE: Congress retained solid 53.4% vote share despite adverse statewide wave","INC","Anantkumar Hasmukhbhai Patel","8.8%","INC","Chaudhari Chhanabhai Kolubhai","12.6%","BJP","Patel Vijaybhai Rameshbhai","6.7%","-1.1% (INC Gain)","+3.7% (BJP Gain)","-6.2% (INC Gain)","2007: BJP (6.7%) -> 2012: INC (12.6%) -> 2017: INC (8.8%) -> 2022: INC (15.0%)" 178,"Dharampur","ધરમપુર","Valsad","South Gujarat",49,"Southern Dangs & Sahyadri Tribal Forest Arc","NO (Cluster Member Seat)","Connected member seat relying on Valsad commercial hub","Valsad (AC #179)","Dangs (AC #173); Vansda (AC #177); Dharampur (AC #178); Valsad (AC #179); Pardi (AC #180); Kaprada (AC #181); Umbergaon (AC #182)","Kaprada (AC #181) [Correlation: 0.62]","Gandevi (AC #176) [Correlation: 0.76]","Southernmost tribal hill spine and industrial corridor along the Maharashtra border; Vapi chemical hub, mango orchards, and Dangs forest hill tract. Adivasi land rights and border transit trade. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Kaprada.","AAP Spoiler / Fracture | Direct Flippable Target (INC+AAP > BJP) | Multi-Cycle Swing Seat","BJP","Arvind Chhotubhai Patel","17.2%","17.31%","43.15%","25.94%","13.66%","ARITHMETIC OPPOSITION FLIP: BJP won by 17.2%, but combined INC (17.3%) + AAP (25.9%) = 43.3% exceeds BJP (43.1%)","BJP","Arvind Chhotubhai Patel","12.8%","INC","Patel Ishwarbhai Dhedabhai","9.4%","INC","Chaudhari Chhanabhai Kolubhai","13.6%","+4.2% (BJP Gain)","+22.2% (BJP Gain)","+4.4% (BJP Gain)","2007: INC (13.6%) -> 2012: INC (9.4%) -> 2017: BJP (12.8%) -> 2022: BJP (17.2%)" 179,"Valsad","વલસાડ","Valsad","South Gujarat",49,"Southern Dangs & Sahyadri Tribal Forest Arc","YES (Primary Epicenter Hub)","Valsad Commercial Railway Node & Vapi Industrial SEZ (Southern industrial gateway and tribal border hub)","Valsad (AC #179)","Dangs (AC #173); Vansda (AC #177); Dharampur (AC #178); Valsad (AC #179); Pardi (AC #180); Kaprada (AC #181); Umbergaon (AC #182)","Pardi (AC #180) [Correlation: 0.96]","Kaprada (AC #181) [Correlation: 0.80]","Southernmost tribal hill spine and industrial corridor along the Maharashtra border; Vapi chemical hub, mango orchards, and Dangs forest hill tract. Adivasi land rights and border transit trade. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Pardi.","BJP Fortress (≥50%) | AAP Spoiler / Fracture","BJP","Bharatbhai Kikubhai Patel","59.9%","12.42%","72.92%","13.02%","1.68%","HIGH OPPOSITION FRACTURE: AAP secured 13.0% vote share, dividing anti-incumbency votes","BJP","Bharatbhai Kikubhai Patel","25.9%","BJP","Bharatbhai Kikubhai Patel","22.9%","BJP","Desai Dolatrai Nathubhai","11.3%","+34.4% (BJP Gain)","+3.0% (BJP Gain)","+34.0% (BJP Gain)","2007: BJP (11.3%) -> 2012: BJP (22.9%) -> 2017: BJP (25.9%) -> 2022: BJP (59.9%)" 180,"Pardi","પારડી","Valsad","South Gujarat",49,"Southern Dangs & Sahyadri Tribal Forest Arc","NO (Cluster Member Seat)","Connected member seat relying on Valsad commercial hub","Valsad (AC #179)","Dangs (AC #173); Vansda (AC #177); Dharampur (AC #178); Valsad (AC #179); Pardi (AC #180); Kaprada (AC #181); Umbergaon (AC #182)","Kaprada (AC #181) [Correlation: 0.68]","Valsad (AC #179) [Correlation: 0.96]","Southernmost tribal hill spine and industrial corridor along the Maharashtra border; Vapi chemical hub, mango orchards, and Dangs forest hill tract. Adivasi land rights and border transit trade. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Kaprada.","BJP Fortress (≥50%)","BJP","Kanubhai Mohanlal Desai","59.3%","15.15%","74.47%","9.35%","1.05%","BJP DOMINANCE: Winner secured 74.5% vote share","BJP","Desai Kanubhai Mohanlal","34.6%","BJP","Kanubhai Mohanlal Desai","26.6%","BJP","Patel Ushaben Girishkumar","9.0%","+17.6% (BJP Gain)","+8.0% (BJP Gain)","+24.7% (BJP Gain)","2007: BJP (9.0%) -> 2012: BJP (26.6%) -> 2017: BJP (34.6%) -> 2022: BJP (59.3%)" 181,"Kaprada","કપરાડા","Valsad","South Gujarat",49,"Southern Dangs & Sahyadri Tribal Forest Arc","NO (Cluster Member Seat)","Connected member seat relying on Valsad commercial hub","Valsad (AC #179)","Dangs (AC #173); Vansda (AC #177); Dharampur (AC #178); Valsad (AC #179); Pardi (AC #180); Kaprada (AC #181); Umbergaon (AC #182)","Valsad (AC #179) [Correlation: 0.80]","Dharampur (AC #178) [Correlation: 0.62]; Pardi (AC #180) [Correlation: 0.68]; Umbergaon (AC #182) [Correlation: 0.74]","Southernmost tribal hill spine and industrial corridor along the Maharashtra border; Vapi chemical hub, mango orchards, and Dangs forest hill tract. Adivasi land rights and border transit trade. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Valsad.","AAP Spoiler / Fracture | Direct Flippable Target (INC+AAP > BJP) | Multi-Cycle Swing Seat","BJP","Jitubhai Harjibhai Chaudhari","15.7%","27.72%","43.46%","25.39%","3.41%","ARITHMETIC OPPOSITION FLIP: BJP won by 15.7%, but combined INC (27.7%) + AAP (25.4%) = 53.1% exceeds BJP (43.5%)","INC","Chaudhari Jitubhai Harjibhai","0.1%","INC","Chaudhari Jitubhai Harajibhai","10.8%","INC","Chaudhary Jitubhai Hirjibhai","12.2%","+0.7% (BJP Gain)","+10.7% (BJP Gain)","+15.8% (BJP Gain)","2007: INC (12.2%) -> 2012: INC (10.8%) -> 2017: INC (0.1%) -> 2022: BJP (15.7%)" 182,"Umbergaon","ઉમરગામ","Valsad","South Gujarat",49,"Southern Dangs & Sahyadri Tribal Forest Arc","NO (Cluster Member Seat)","Connected member seat relying on Valsad commercial hub","Valsad (AC #179)","Dangs (AC #173); Vansda (AC #177); Dharampur (AC #178); Valsad (AC #179); Pardi (AC #180); Kaprada (AC #181); Umbergaon (AC #182)","Kaprada (AC #181) [Correlation: 0.74]","Autonomous Local Anchor (No incoming vector)","Southernmost tribal hill spine and industrial corridor along the Maharashtra border; Vapi chemical hub, mango orchards, and Dangs forest hill tract. Adivasi land rights and border transit trade. As political agitation or agrarian price shocks occur here, sentiment propagates along physical transit corridors directly to Kaprada.","BJP Fortress (≥50%)","BJP","Patkar Ramanlal Nanubhai","38.0%","26.58%","64.58%","6.26%","2.54%","BJP DOMINANCE: Winner secured 64.6% vote share","BJP","Patkar Ramanlal Nanubhai","26.9%","BJP","Ramanlal Nanubhai Patkar","19.8%","BJP","Ramanlal Nanubhai Patkar","34.2%","-14.4% (INC Gain)","+7.1% (BJP Gain)","+11.1% (BJP Gain)","2007: BJP (34.2%) -> 2012: BJP (19.8%) -> 2017: BJP (26.9%) -> 2022: BJP (38.0%)"