data:image/png;base64,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:image/png;base64,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

013510-1090

1datamapmany

data lists

110i

Shahat Hossain and Eli Khaytser.

401,1,1,1,1,0,0,00,0,0,0,1,1,1,10,0,0,0,0,0,0,10,0,0,0,0,0,0,10,0,0,0,1,1,1,10,0,0,0,1,0,0,00,0,0,0,1,0,0,00,0,0,0,1,1,1,1