Three key takeaways from Bihar results | Number Theory
What do the Bihar results mean for politics, not just in the state, but the country at large? Here are four charts which explain this in detail
The National Democratic Alliance (NDA) has secured a landslide victory in Bihar with 46.6% of vote share and 202 out of the 243 assembly constituencies (ACs) in the state. What do the Bihar results mean for politics, not just in the state, but the country at large? Here are four charts which explain this in detail.

BJP has buried the ghosts of 2024 Lok Sabha electionsAfter two back-to-back parliamentary majorities in 2014 and 2019, the Bharatiya Janata Party (BJP) slipped below the halfway mark in the Lok Sabha in 2024 elections. This was dubbed as the beginning of the BJP’s, and more importantly, Narendra Modi’s decline by many commentators. The results of five assembly elections held after the 2024 Lok Sabha elections (and the four held simultaneously with the Lok Sabha elections) should put an end to such delusions. The BJP has, on its own or with allies, won all but two of the post-2024 Lok Sabha elections and also improved on its seat share in all of them except Jharkhand. BJP’s share in total MLAs in India, after the Bihar results, is the highest it has ever been. To be sure, what it also shows is that the BJP has course-corrected for 2024 and made populist handouts an integral part of its electoral strategy.
Bihar’s politics has seen a consolidation but the NDA has gained the most from itThe NDA has a vote share of 47.8% in these elections, almost 10 percentage points more than the Mahagathbandhan (MGB) or Grand Alliance led by the Rashtriya Janata Dal. The scale of victory, in terms of vote share of the winning party/alliance is unprecedented in Bihar. The reason the NDA’s seat share is still close to its 2010 performance when it won 206 ACs is because of a larger process of political consolidation in both camps. Just one statistic makes the importance of this consolidation clear: in the 2010 elections, the NDA polled almost the same vote share as the MGB did this this time, but won a massive 206 ACs compared to just 202 for the MGB in 2025. The median effective number of parties (ENOP) in the 2025 Bihar elections is just 2.55, the lowest ever in the history of the state. ENOP is the reciprocal of the sum of squares of the vote share of each candidate in a constituency and decreases with decreasing fragmentation. For example, if three parties’ poll 40%, 35%, and 25% votes, the ENOP in the AC is 2.9. If this distribution changes to 80%, 15%, and 5%, the ENOP is 1.5. What it entails, as far as political strategy is concerned, is that the opposition will have to take away a part of the NDA’s vote in the state rather than ally with smaller fence sitters, who are not more marginalized than ever in Bihar.
Bihar could trigger a big churning in Muslim politics in IndiaWhat might probably get lost in the NDA’s “coalition of extremes” vanquishing MGB’s Muslim-Yadav social coalition is a deeper message from Bihar as far as Muslim politics is concerned. The All India Majlis-e-Ittehadul Muslimeen (AIMIM) will be the party with the highest number of Muslim MLAs in the state. This makes Bihar the first state after Telangana where the AIMIM will have the highest number of Muslim MLAs. All of AIMIM’s Muslim MLAs have won from the Seemanchal sub-region of the state which has a Muslim population share of 42% and is home to 30% of Bihar’s Muslims. AIMIM’s success has come in an election where the overall number of Muslim MLAs in Bihar has dropped to a historic low of just 11 and share of MLAs from Seemchancal has reached an all-time high of 64%. These statistics send a clear message as far as Muslim politics is concerned in Bihar: The representation of Muslims is increasingly becoming ghettoised as they are failing to get elected from areas where they do not have a sizeable presence and in a region where they have the numbers to get their peers elected, they are gravitating towards a party which is exclusively Muslim than the traditional anti-BJP political parties. While this deserves a larger explanation -- some of it could well be a result of NDA’s growing dominance in Bihar -- it is important to read this data in the context in which these Bihar elections were held. Despite being the single largest demographic which is seen as a core support base of the RJD in the state, the Muslims may have been upset when MGB declared Mukesh Sahni of the Vikassheel Insaan Party (VIP) -- it claims the support of the Mallah sub-caste with a share of just 2.6% in the state’s population -- but made no effort to project any Muslim leader from the MGB constituents. Many anti-BJP parties have sought to tactically downplay their Muslim support base in order to counter the BJP’s Hindutva campaign while trying to woo smaller Hindu sub-castes. Bihar is a message that this strategy might work to their detriment.
ABOUT THE AUTHORRoshan KishoreRoshan Kishore is the Data and Political Economy Editor at Hindustan Times. He heads the newsroom's data journalism team, which produces Number Theory, a daily data-driven feature for the print edition and the HT app. Number Theory uses data analysis and story-telling based on it to add value to the newsroom’s daily coverage by putting stories in a larger context on a range of issues, including politics, macroeconomy, markets, global affairs and climate. Under his leadership HT’s data journalism work has established itself as a niche product in Indian journalism and pushed the boundaries of marrying academic rigour with news sense and speed. Along with writing and editing data stories, he has also been writing a weekly political economy column called Terms of Trade for HT Premium. A trained economist with an MPhil degree from Jawaharlal Nehru University, Kishore has also been a visiting fellow at the Centre for Advanced Studies of India (CASI) at the University of Pennsylvania. Along with his journalistic work, his writings have also appeared in journals such as the Economic and Political Weekly and working papers for CASI and UNESCAP.Read More
ABOUT THE AUTHORAbhishek JhaAbhishek Jha is Assistant Editor-Data at Hindustan Times. He uses statistical programming to generate newsworthy insights from large datasets. He is part of the team that produces Number Theory, a daily data story feature of the paper’s print edition. Since March 2024, he has been writing Weather Bee, a weekly column for the Hindustan Times website. He is a chemical engineer by training, who specialises in stories related to weather, climate, and the environment. Jha has been at HT since 2018, where he offers data-driven perspective and analysis on politics, environment, weather, climate, economy and society. His work includes data coverage of elections in India and abroad, including the 2019 and 2024 Lok Sabha elections; the disasters and extreme weather resulting from changing climate, such as floods, droughts, heat waves, cold waves, and dwindling snow cap in the Himalayas; the factors that drive poor air quality in northern India; the changing patterns of land use; the Covid-19 pandemic and its impact on labour market conditions; the changing pattern of consumer spending seen in the new consumer spending surveys; and social norms seen in the surveys such as the National Family Health Survey.Read More
ABOUT THE AUTHORNishant RanjanNishant Ranjan has been working as a data journalist with Hindustan Times since 2023. In this short period, he has established a niche for creating original datasets and utilising them to produce journalistic work that pushes the boundaries of journalism. The list of datasets and stories done by him include the following: a dataset of all 717 chief ministers India has had since 1952, a dataset of all 3,350 members of India’s council of ministers, a dataset of all 190 deputy chief ministers in India and a dataset of all 279 Supreme Court judges in India (1950-2025). He has also profiled each elected Muslim MLA/MP since 1952. He is a mining engineer by training who decided to pursue a Master's in Development Studies from TISS after working in a coal mine for 10 months. He also worked as a research associate at the Centre for Policy Research, researching local governance in India. He also has a keen interest in analyzing electoral politics and political executives in India.Read More

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