ATHR: Descriptive Statistics for Crypto Asset Rankings
We present a crypto all-time high ranking: an original approach to evaluating crypto assets by analyzing their ranking movements instead of their individual values to better capture their highly interrelated nature. Several sport rankings use this approach. For example, you can see the career high rank and historical movements of tennis players such as Diego Schwartzman here and Novak Djokovic here. We use ATHR for All-Time High Ranking. Stock investors are used to descriptive statistics values including market capitalization, price-to-earnings, record highs among others. Investing in crypto is different and investors are used to values such as all-time-high (ATH) and all-time-low (ATL) for every crypto asset. The main sites for looking into these values are CoinMarketCap and CoinGecko. Both of them provide historical data for rankings, prices, volume, and supply but dont provide descriptive values based on rankings. Providing this information makes perfect sense because crypto assets are interrelated. The main observable pattern is Bitcoin, and you can clearly see that when Bitcoin goes up and down significantly it impacts other assets down in the ranking. Again, this is why a ranking analysis makes total sense, because beyond the price, it is important to get hypotheses about how assets can go up and down in the rankings beyond a statistical part of the price that will move in tandem with other crypto assets. What follows is a chart with 1,939 assets, based on weekly historical data from CoinMarketCap Cryptocurrency Historical Data Snapshot. It is important to note that while the information has a weekly precision, it continues to capture significant information about ranking movements. It is also important to highlight that we analyzed the top 200 crypto asset ranking snapshots, thus, leaving aside information below that threshold. Again, this doesnt neglect the main point of this article, which is focusing on ranking information, and other investors and researchers can contribute with more insights.Token Symbol ATHR Last Year HR Last 3-month HR Bitcoin BTC 1 1 1 Ethereum ETH 2 2 2 Tether USDT 3 3 3 BNB BNB 3 4 4 Solana SOL 4 4 5 USD Coin USDC 4 6 6 XRP XRP 2 4 7 Dogecoin DOGE 4 7 8 Toncoin TON 8 8 8 Cardano ADA 3 7 10 Avalanche AVAX 9 9 11 Shiba Inu SHIB 9 10 11 TRON TRX 8 10 11 Chainlink LINK 5 10 13 Polkadot DOT 4 11 13 Bitcoin Cash BCH 3 13 13 Polygon MATIC 8 11 17 Dai DAI 11 12 17 Uniswap UNI 8 16 17 NEAR Protocol NEAR 16 17 17 Litecoin LTC 2 11 18 Internet Computer ICP 8 16 18 UNUS SED LEO LEO 11 18 18 Pepe PEPE 19 19 19 Kaspa KAS 23 23 23 Ethereum Classic ETC 4 21 24 Aptos APT 22 22 24 First Digital USD FDUSD 24 24 24 Render Token RNDR 24 24 24 Stacks STX 25 25 25 Hedera HBAR 25 25 25 Mantle MNT 27 27 27 Fetch.ai FET 27 27 27 Monero XMR 4 24 28 Bittensor TAO 28 28 28 Cosmos ATOM 15 20 29 Filecoin FIL 12 21 29 Immutable IMX 22 22 29 Cronos CRO 9 28 30 Stellar XLM 4 19 31 Arbitrum ARB 29 29 32 Arweave AR 33 33 33 OKB OKB 22 22 34 dogwifhat WIF 29 29 34 VeChain VET 13 32 36 The Graph GRT 30 32 38 Maker MKR 16 34 39 Optimism OP 26 26 40 Injective INJ 26 26 41 Sui SUI 41 41 41 FLOKI FLOKI 42 42 42 Theta Network THETA 9 42 47 Lido DAO LDO 28 30 48 Fantom FTM 26 43 49 Notcoin NOT 49 49 49 Core CORE 49 49 49 THORChain RUNE 29 29 50 Celestia TIA 30 30 51 Bonk BONK 51 51 51 Ondo ONDO 51 51 51 Bitget Token BGB 52 52 52 JasmyCoin JASMY 52 52 52 Sei SEI 42 42 56 Brett (Based) BRETT 56 56 56 Ethena ENA 56 56 56 Jupiter JUP 54 54 57 Pendle PENDLE 57 57 57 Aave AAVE 14 39 58 Neo NEO 6 52 59 Algorand ALGO 15 44 60 Beam BEAM 50 50 60 Pyth Network PYTH 61 61 61 Gala GALA 41 53 63 Strike STRK 57 57 63 Akash Network AKT 63 63 63 Flow FLOW 29 53 64 Worldcoin WLD 64 64 64 Bitcoin SV BSV 5 43 65 MultiversX EGLD 24 43 67 Flare FLR 52 52 68 BitTorrent(New) BTT 13 56 68 SingularityNET AGIX 68 68 68 ORDI ORDI 50 50 70 KuCoin Token KCS 34 65 70 Wormhole W 66 66 70 Quant QNT 29 37 71 Ethereum Name Service ENS 71 71 71 Chiliz CHZ 30 67 73 dYdX DYDX 65 65 75 Nervos Network CKB 66 75 75 Axie Infinity AXS 23 45 76 USDD USDD 46 46 76 eCash XEC 34 64 77 EOS EOS 4 49 79 The Sandbox SAND 31 46 80 Ronin RON 63 63 80 Tezos XTZ 10 48 82 MANTRA OM 82 82 82 Gnosis GNO 16 83 83 Synthetix SNX 21 53 86 Conflux CFX 45 59 87 Mina MINA 54 54 89 AIOZ Network AIOZ 89 89 89 GateToken GT 72 81 91 Tether Gold XAUt 66 66 93 Decentraland MANA 23 52 94 Helium HNT 35 53 94 Safe SAFE 94 94 94 Nexo NEXO 54 88 95 BOOK OF MEME BOME 95 95 95 LayerZero ZRO 95 95 95 Oasis Network ROSE 67 75 96 Aevo AEVO 96 96 96 Echelon Prime PRIME 72 99 99 ApeCoin APE 29 54 100 IOTA IOTA 57 57 100 Axelar AXL 71 71 100 Mog Coin MOG 100 100 100 DeXe DEXE 100 100 100 Klaytn KLAY 14 73 101 zkSync ZK 101 101 101 Kava KAVA 54 64 102 PancakeSwap CAKE 25 72 102 Dog (Runes) DOG 103 103 103 Livepeer LPT 91 104 104 Theta Fuel TFUEL 31 105 105 SATS 1000SATS 45 45 106 Blur BLUR 69 69 107 TrueUSD TUSD 20 20 110 Bitgem BTG 5 108 110 FTX Token FTT 19 41 111 Terra Classic LUNC 29 54 112 dYdX (ethDYDX) ETHDYDX 74 74 112 Ribbon Finance RBN 108 108 112 WEMIX WEMIX 55 55 113 Astar ASTR 61 61 116 Osmosis OSMO 70 70 116 1inch Network 1INCH 64 90 117 Radix XRD 117 117 117 Golem GLM 105 115 118 ConstitutionDAO PEOPLE 118 118 118 WOO Network WOO 82 82 119 Rocket Pool RPL 43 62 120 PAX Gold PAXG 63 67 120 Dymension DYM 65 65 122 ether.fi ETHFI 122 122 122 XDC Network XDC 43 43 123 Curve DAO Token CRV 57 61 123 Ocean Protocol OCEAN 60 75 124 Manta Network MANTA 72 72 125 IoTeX IOTX 73 108 125 APENFT NFT 91 91 126 Jito JTO 126 126 126 Raydium RAY 93 123 128 ssv.network SSV 93 128 128 Arkham ARKM 128 128 128 Compound COMP 20 67 129 Trust Wallet Token TWT 38 71 129 io.net IO 129 129 129 Ankr ANKR 80 117 130 MX TOKEN MX 100 101 132 SuperFarm SUPER 42 117 132 PayPal USD PYUSD 132 132 132 SKALE SKL 97 122 133 BinaryX BNX 72 133 133 Memecoin MEME 115 133 133 STEPN GMT 46 92 135 cat in a dogs world MEW 137 137 137 0x Protocol ZRX 22 92 138 Biconomy BICO 130 130 138 Enjin Coin ENJ 39 100 139 SafePal SFP 99 99 140 Altlayer ALT 117 117 140 Terra LUNA 7 90 142 Aragon ANT 35 130 144 Qtum QTUM 11 103 145 aelf ELF 56 99 146 ZetaChain ZETA 111 111 147 Celo CELO 37 113 147 Kusama KSM 24 127 149 Zcash ZEC 11 72 150 Zilliqa ZIL 23 95 150 Blast BLAST 151 151 151 MetisDAO METIS 106 106 153 Ravencoin RVN 33 121 154 Holo HOT 27 123 155 Galxe GAL 141 141 155 Reserve Rights RSR 64 155 155 EthereumPoW ETHW 63 127 156 Siacoin SC 13 82 157 JUST JST 87 115 159 Arcblock ABT 90 159 159 Frax Share FXS 59 72 161 Polymesh POLYX 132 132 161 OriginTrail TRAC 120 152 162 SPACE ID ID 113 113 163 Centrifuge CFG 140 140 164 Dash DASH 3 91 166 Saga SAGA 166 166 Convex Finance CVX 56 99 168 Illuvium ILV 102 102 169 BatCoin BAT 22 98 170 Gas GAS 27 82 172 GMX GMX 66 77 173 UMA UMA 24 121 173 Pixels PIXEL 132 132 173 Casper CSPR 65 77 175 Threshold T 98 128 175 GuildFi GF 175 175 Tellor TRB 107 107 176 Loopring LRC 46 102 178 Highstreet HIGH 179 179 NEM XEM 4 107 180 Chia XCH 58 109 181 Yield Guild Games YGG 160 163 182 RSS3 RSS3 183 183 Decred DCR 11 124 184 Ontology ONT 17 150 184 Mask Network MASK 87 106 187 Flux FLUX 105 150 191 HyperSpace AMP 8 164 194 Chromia CHR 139 153 196 Harmony ONE 42 156 197 Waves WAVES 9 129 199
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