We examine the connection between fundamental blockchain component of cryptographic forms of money and its distributional attributes. Notwithstanding cost, we stress on utilizing real block size and block time as the functional elements of cryptos. We utilize distributional attributes like Fourier power range, minutes, and quantiles, worldwide we desired states, as well as the actions for long haul conditions, chance and commotion to sum up the data from crypto time series. With the speculation that the blockchain structure makes sense of the distributional attributes of cryptos, we utilize trademark based ghastly bunching to bunch the chose cryptos into five gatherings. We investigate these groups and find very that the bunches of cryptos share comparative system like beginning of fork, trouble change recurrence, and the idea of block size. This paper furnishes crypto makers and clients with a superior comprehension toward the association between the blockchain convention plan and distributional qualities of cryptos. A blockchain is a decentralized, dispersed, and frequently open, computerized record comprising of records called blocks that are utilized to record exchanges across numerous PCs so that any elaborate block can’t be changed retroactively, without the modification of every resulting block.