"Handing over the inquiry into the Una (Dalit flogging) case to CBI should be considered," Athawale told reporters on the sidelines of a function here.
At present, Gujarat CID-Crime is investigating the case and has arrested 37 persons so far.
The Union Minister of State for Social Justice also said the issue of atrocities on Dalits cannot be linked to any government.
"The issue of atrocities on Dalits cannot be linked to the government in power here. Around 45,000 cases of Dalit atrocities take place every year across India (irrespective of the party ruling the states). The main reason behind such incidents is casteism," he said.
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"In the past, people facing atrocity charges used to tell police that they were not involved in it. People had a sense of fear. They used to disown what they did. But in this case, a video of thrashing of Dalit youths was made by the accused and circulated across the country," said the minister.
On July 11, seven Dalits of Mota Samadhiyala village of Una taluka in Gir-Somnath district were allegedly thrashed by cow vigilantes when they were found skinning a dead cow.
The matter came to light after a video of flogging, allegedly made by the cow vigilantes, went viral on social media platforms.
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