While a high 30% polling was registered in the Andaman and Nicobar Islands, between 15 and 20% was recorded in Odisha, 15% in Bihar and 14% in Jharkhand.
Elections in Naxal-hit states began on a violent note.
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The CRPF personnel killed in the blast were identified as head constable Ravindra Rai and constable Sone Gora, Kumar said.
The seven injured were admitted to the Bhagalpur hospital, he said.
In Gaya the police seized and defused six can bombs weighing 30 kg each from Banke Bazar area under Imamganj Assembly segment, which is part of Aurangabad Lok Sabha seat, Gaya senior superintendent of police Nishant Tiwari said.
In Jharkhand, Maoists exploded a series of landmines in the forests of Latehar district and exchanged gunfire with security personnel before polling began in the Chatra Lok Sabha seat, but there was no casualty, Latehar Superintendent of Police Michael S Raj told PTI.
In Odisha, suspected Maoists pulled out polling personnel from a vehicle in Mathili area in Malkangiri and burnt four EVMs meant for four booths late last night, Malkangiri Superintendent of Police Akhileswar Singh said.
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