GitHub - paradijs/EthereumAnalysis: DATASET OVERVIEW Ethereum is a blockchain based distributed computing platform where users may exchange currency (Ether), provide or purchase services (smart contracts), mint their own coinage (tokens), as well as other applications. The Ethereum network is fully decentralised, managed by public-key cryptography, peer-to-peer networking, and proof-of-work to process/verify transactions. Whilst you would normally need a CLI tool such as GETH to access the Ethereum blockchain, recent tools allow scraping all block/transactions and dump these to csv's to be processed in bulk; notably Ethereum-ETL. These dumps are uploaded daily into a repository on Google BigQuery. We have used this source as the dataset for this coursework. A subset of the data available on BigQuery is provided at the HDFS folder /data/ethereum. The blocks, contracts and transactions tables have been pulled down and been stripped of unneeded fields to reduce their size. We have also downloaded a set of scams, both active and inactive, run on the Ethereum network via etherscamDB which is available on HDFS at /data/ethereum/scams.json. DATASET SCHEMA - BLOCKS number: The block number hash: Hash of the block miner: The address of the beneficiary to whom the mining rewards were given difficulty: Integer of the difficulty for this block size: The size of this block in bytes gas_limit: The maximum gas allowed in this block gas_used: The total used gas by all transactions in this block timestamp: The timestamp for when the block was collated transaction_count: The number of transactions in the block +-------+--------------------+--------------------+----------------+-----+---------+--------+----------+-----------------+ | number| hash| miner| difficulty| size|gas_limit|gas_used| timestamp|transaction_count| +-------+--------------------+--------------------+----------------+-----+---------+--------+----------+-----------------+ |4776199|0x9172600443ac88e...|0x5a0b54d5dc17e0a...|1765656009004680| 9773| 7995996| 2042230|1513937536| 62| |4776200|0x1fb1d4a2f5d2a61...|0xea674fdde714fd9...|1765656009037448|15532| 8000029| 4385719|1513937547| 101| |4776201|0xe633b6dca01d085...|0x829bd824b016326...|1765656009070216|14033| 8000000| 7992282|1513937564| 99| |4776202|0x2ec4b8235923a59...|0x52bc44d5378309e...|1765656009102984|29386| 8000029| 7851362|1513937573| 238| |4776203|0x41f604b680e98d9...|0xea674fdde714fd9...|1765656009135752|28954| 8000029| 7608807|1513937582| 218| |4776204|0x5cbbf6a7d477d8e...|0x52bc44d5378309e...|1766518145891730|21030| 8000029| 7851625|1513937587| 168| |4776205|0xbfc7b7c3e60871d...|0x5a0b54d5dc17e0a...|1767380703612921|14168| 7992222| 7835129|1513937591| 103| |4776206|0x753989a3805ef53...|0xea674fdde714fd9...|1765654745927319|29125| 7999992| 7989266|1513937624| 217| |4776207|0x6f05105a6f8bc79...|0x829bd824b016326...|1767379018172905|27294| 8003884| 7996284|1513937632| 199| |4776208|0x0f4a563b90f8dfe...|0xea674fdde714fd9...|1768241996241890|17090| 8000029| 7981114|1513937636| 67| |4776209|0x5d62c54adb1cf9f...|0x829bd824b016326...|1769105395686885|31756| 8003909| 7999420|1513937646| 152| |4776210|0x61f378b94ee93e5...|0xea674fdde714fd9...|1769105395719653|17215| 8000029| 4861724|1513937661| 93| |4776211|0xaf0bd62dbb54a5f...|0xb2930b35844a230...|1769969216746424|22572| 8000029| 7980777|1513937667| 107| |4776212|0xc378e5b0cb56015...|0x6a7a43be33ba930...|1766512245652736|32834| 8000029| 7981744|1513937718| 194| |4776213|0x70a7e0f71e4ae02...|0xea674fdde714fd9...|1763924581263163|37277| 8000029| 7992002|1513937761| 255| |4776214|0xfb19cfa052d0f9f...|0xea674fdde714fd9...|1764785872595375|13740| 8000029| 4704474|1513937763| 72| |4776215|0x2d127b5cbc681c0...|0xb75d1e62b10e4ba...|1765647584479996|26482| 7992222| 6630351|1513937767| 163| |4776216|0xc4e242278d153b5...|0xb2930b35844a230...|1766509717122373|18248| 7984452| 7965327|1513937774| 76| |4776217|0xde24c6f461a79da...|0x829bd824b016326...|1765647163582328|31649| 7992248| 7986059|1513937796| 180| |4776218|0x1689f0d2ea89886...|0xea674fdde714fd9...|1767371428423280|25953| 8000029| 7415731|1513937802| 146| DATASET SCHEMA - TRANSACTIONS block_number: Block number where this transaction was in from_address: Address of the sender to_address: Address of the receiver. null when it is a contract creation transaction value: Value transferred in Wei (the smallest denomination of ether) gas: Gas provided by the sender gas_price : Gas price provided by the sender in Wei block_timestamp: Timestamp the associated block was registered at (effectively timestamp of the transaction) +------------+--------------------+--------------------+-------------------+------+-----------+---------------+ |block_number| from_address| to_address| value| gas| gas_price|block_timestamp| +------------+--------------------+--------------------+-------------------+------+-----------+---------------+ | 6638809|0x0b6081d38878616...|0x412270b1f0f3884...| 240648550000000000| 21000| 5000000000| 1541290680| | 6638809|0xb43febf2e6c49f3...|0x9eec65e5b998db6...| 0| 60000| 5000000000| 1541290680| | 6638809|0x564860b05cab055...|0x73850f079ceaba2...| 0|200200| 5000000000| 1541290680| | 6638809|0x8e5bb92b98c0cf4...|0x9eec65e5b998db6...| 0| 60000| 5000000000| 1541290680| | 6638809|0x6908856f565e5b6...|0x9eec65e5b998db6...| 0| 60000| 5000000000| 1541290680| | 6638809|0x00cdc153aa8894d...|0x8d5a0a7c555602f...| 984699000000000000|940000| 5000000000| 1541290680| | 6638809|0x71e5e2114561d30...|0xe36df5bb57e8062...| 0| 60000| 5000000000| 1541290680| | 6638809|0x9cbbc2c728863d9...|0x9eec65e5b998db6...| 0| 60000| 5000000000| 1541290680| | 6638809|0x33ca0295811747f...|0x9eec65e5b998db6...| 0| 60000| 5000000000| 1541290680| | 6638809|0xbcf32771090aecb...|0x32623916bd5e735...| 257315840000000000| 21000| 5000000000| 1541290680| | 6638809|0xc21a44550926c9a...|0x9eec65e5b998db6...| 0| 60000| 5000000000| 1541290680| | 6638809|0x405353c90852e9c...|0x9eec65e5b998db6...| 0| 60000| 5000000000| 1541290680| | 6638810|0xeee28d484628d41...|0x8dd5fbce2f6a956...| 0| 90000|64000000000| 1541290720| | 6638810|0x96f9706e01caba2...|0x490c95be16384e1...| 0| 37804|50100000000| 1541290720| | 6638810|0xca83c8e5ff93fa0...|0x5bc8854dd4a7d5b...|2292738000000000000| 21000|41000000000| 1541290720| | 6638810|0xf73c3c65bde10bf...|0x13e8640a2f06ef1...|1000000000000000000|400000|40000000000| 1541290720| | 6638810|0x2cefcf6a903d863...|0xd9c8ae68aa8ff1f...| 0|200000|33000000000| 1541290720| | 6638810|0x521db06bf657ed1...| null| 0|210000|32608136662| 1541290720| | 6638810|0x3f5ce5fbfe3e9af...|0xdf2c7238198ad8b...| 0| 75138|30000000000| 1541290720| | 6638810|0x3f5ce5fbfe3e9af...|0xdf2c7238198ad8b...| 0| 75138|30000000000| 1541290720| DATASET SCHEMA - CONTRACTS address: Address of the contract is_erc20: Whether this contract is an ERC20 contract is_erc721: Whether this contract is an ERC721 contract block_number: Block number where this contract was created +--------------------+--------+---------+------------+--------------------+ | address|is_erc20|is_erc721|block_number| block_timestamp| +--------------------+--------+---------+------------+--------------------+ |0x9a78bba29a2633b...| false| false| 8623545|2019-09-26 08:50:...| |0x85aa7fbc06e3f95...| false| false| 8621323|2019-09-26 00:29:...| |0xc3649f1e59705f2...| false| false| 8621325|2019-09-26 00:29:...| |0x763fe69be6c6ec1...| false| false| 8621263|2019-09-26 00:16:...| |0xcd05b1405efa69f...| false| false| 8621206|2019-09-26 00:05:...| |0xdeb220a2403e653...| false| false| 5363203|2018-04-01 21:23:...| |0x0de0e9971ad93b3...| false| false| 5359109|2018-04-01 05:10:...| |0x58c38ad83417e7b...| false| false| 5362728|2018-04-01 19:37:...| |0xadce4fe9b3c2ed0...| false| false| 5362995|2018-04-01 20:39:...| |0x6fe77efba17afa5...| false| false| 5363518|2018-04-01 22:49:...| |0x391db5cb42e918b...| false| false| 5359958|2018-04-01 08:35:...| |0x61d0e4402996bd3...| false| false| 5358721|2018-04-01 03:37:...| |0x356db362d67e065...| false| false| 5359534|2018-04-01 06:56:...| |0x80c676fbba74643...| false| false| 5363162|2018-04-01 21:12:...| |0x2f73ea1b261dfa7...| false| false| 5358309|2018-04-01 02:04:...| |0x8bdb0567c9db489...| false| false| 5359093|2018-04-01 05:05:...| |0x128e9904959629d...| false| false| 5357919|2018-04-01 00:30:...| |0x1d601b70f3d8489...| false| false| 8377968|2019-08-19 01:43:...| |0xc0ce6542be0df27...| false| false| 8378020|2019-08-19 01:54:...| |0xdb98e880a574766...| false| false| 8380961|2019-08-19 13:01:...| DATASET SCHEMA - SCAMS.JSON id: Unique ID for the reported scam name: Name of the Scam url: Hosting URL coin: Currency the scam is attempting to gain category: Category of scam - Phishing, Ransomware, Trust Trade, etc. subcategory: Subdivisions of Category description: Description of the scam provided by the reporter and datasource addresses: List of known addresses associated with the scam reporter: User/company who reported the scam first ip: IP address of the reporter status: If the scam is currently active, inactive or has been taken offline 0x11c058c3efbf53939fb6872b09a2b5cf2410a1e2c3f3c867664e43a626d878c0: { id: 81, name: "myetherwallet.us", url: "http://myetherwallet.us", coin: "ETH", category: "Phishing", subcategory: "MyEtherWallet", description: "did not 404.,MEW Deployed", addresses: [ "0x11c058c3efbf53939fb6872b09a2b5cf2410a1e2c3f3c867664e43a626d878c0", "0x2dfe2e0522cc1f050edcc7a05213bb55bbb36884ec9468fc39eccc013c65b5e4", "0x1c6e3348a7ea72ffe6a384e51bd1f36ac1bcb4264f461889a318a3bb2251bf19" ], reporter: "MyCrypto", ip: "198.54.117.200", nameservers: [ "dns102.registrar-servers.com", "dns101.registrar-servers.com" ], status: "Offline" },

Branches Tags

Name		Name	Last commit message	Last commit date
Latest commit History 9 Commits
DATA EXPLORATION-Comparative Evaluation		DATA EXPLORATION-Comparative Evaluation
SCAM ANALYSIS Correlation with time		SCAM ANALYSIS Correlation with time
SCAM ANALYSIS Lucrative Scam		SCAM ANALYSIS Lucrative Scam
TIME ANALYSIS		TIME ANALYSIS
TOP TEN MOST POPULAR SERVICES JOB1		TOP TEN MOST POPULAR SERVICES JOB1
TOP TEN MOST POPULAR SERVICES JOB2		TOP TEN MOST POPULAR SERVICES JOB2
TOP TEN MOST POPULAR SERVICES JOB3		TOP TEN MOST POPULAR SERVICES JOB3

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DATASET OVERVIEW Ethereum is a blockchain based distributed computing platform where users may exchange currency (Ether), provide or purchase services (smart contracts), mint their own coinage (tokens), as well as other applications. The Ethereum network is fully decentralised, managed by public-key cryptography, peer-to-peer networking, and pro…