Analyzing bitcoin blockchain requires understanding it’s structure, transactions and lot more. There are different tools for different types of analysis, below are some popular category of tools being used in blockchain analysis:
 
1. Blockchain Explorer
   These are web based tool that allows people to view transaction data, block details and addresses on public blockchain.
  Types of Bitcoin Blockchain Explorers
 - Blockchain.com Explorer
 - Blockchair
2. Data Analytics platform
   These platforms provide advanced analytics capabilities, including insights into blockchain data.
   -Glassnode
   -intoTheBlock
3. Forensics tools
   These tools are use in tracking and analysing cryptocurrency transactions, especially for compliance and anti-money laundering purposes.
 -Chainalysis
 -CipherTrace
 -Elliptic
 
These are some of the Bitcoin blockchain Analysis tools available.