"
- ]
- },
- "metadata": {},
- "output_type": "display_data"
- }
- ],
+ "outputs": [],
"source": [
"# market cap dominance\n",
"\n",
@@ -861,113 +373,10 @@
},
{
"cell_type": "code",
- "execution_count": 31,
+ "execution_count": null,
"id": "284b0586",
"metadata": {},
- "outputs": [
- {
- "data": {
- "text/html": [
- "\n",
- "
\n"
- ],
- "text/plain": [
- "\n"
- ]
- },
- "metadata": {},
- "output_type": "display_data"
- },
- {
- "data": {
- "text/html": [
- " BTC Roadmap \n",
- "┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┓\n",
- "┃ Title ┃ Date ┃ Details ┃\n",
- "┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┩\n",
- "│ Whitepaper │ 2008-10-31 │ Satoshi Nakamoto published the Bitcoin whitepaper │\n",
- "├────────────────────────────────────┼────────────┼───────────────────────────────────────────────────────────────┤\n",
- "│ Genesis Block │ 2009-01-03 │ Bitcoin's genesis block is mined │\n",
- "├────────────────────────────────────┼────────────┼───────────────────────────────────────────────────────────────┤\n",
- "│ M-of-N Standard Transactions │ 2011-10-02 │ BIP 011 implemented M-of-N-signatures required transactions │\n",
- "│ │ │ as a new 'standard' transaction type. This BIP enabled │\n",
- "│ │ │ secured wallets, escrow transactions, and other use cases │\n",
- "│ │ │ where redeeming funds requires more than a single signature. │\n",
- "│ │ │ │\n",
- "├────────────────────────────────────┼────────────┼───────────────────────────────────────────────────────────────┤\n",
- "│ Pay to Script Hash │ 2012-01-03 │ BIP 016, building off of BIP 013, which introduced Pay to │\n",
- "│ │ │ Script Hash address types, implemented a new \"standard\" │\n",
- "│ │ │ transaction type for the Bitcoin scripting system and defined │\n",
- "│ │ │ additional validation rules that apply only to the new │\n",
- "│ │ │ transactions. │\n",
- "│ │ │ │\n",
- "│ │ │ The BIP moved the responsibility for supplying the conditions │\n",
- "│ │ │ to redeem a transaction from the sender of the funds to the │\n",
- "│ │ │ redeemer. Furthermore, it allowed a sender to fund any │\n",
- "│ │ │ arbitrary transaction, no matter how complicated, using a │\n",
- "│ │ │ fixed-length 20-byte hash that is short enough to scan from a │\n",
- "│ │ │ QR code or easily copied and pasted │\n",
- "├────────────────────────────────────┼────────────┼───────────────────────────────────────────────────────────────┤\n",
- "│ Hierarchical Deterministic Wallets │ 2012-02-11 │ BIP 032 introduced Hierarchical Deterministic Wallets (\"HD │\n",
- "│ │ │ Wallets\"), wallets that can be shared partially or entirely │\n",
- "│ │ │ with different systems, each with or without the ability to │\n",
- "│ │ │ spend coins. HD wallets allow for numerous cryptocurrency │\n",
- "│ │ │ wallets (public-private key pairs) to be generated from a │\n",
- "│ │ │ single seed phrase. │\n",
- "└────────────────────────────────────┴────────────┴───────────────────────────────────────────────────────────────┘\n",
- "
\n"
- ],
- "text/plain": [
- "\u001b[3m BTC Roadmap \u001b[0m\n",
- "┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┓\n",
- "┃\u001b[1m \u001b[0m\u001b[1mTitle \u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m\u001b[1mDate \u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m\u001b[1mDetails \u001b[0m\u001b[1m \u001b[0m┃\n",
- "┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┩\n",
- "│ Whitepaper │ 2008-10-31 │ Satoshi Nakamoto published the Bitcoin whitepaper │\n",
- "├────────────────────────────────────┼────────────┼───────────────────────────────────────────────────────────────┤\n",
- "│ Genesis Block │ 2009-01-03 │ Bitcoin's genesis block is mined │\n",
- "├────────────────────────────────────┼────────────┼───────────────────────────────────────────────────────────────┤\n",
- "│ M-of-N Standard Transactions │ 2011-10-02 │ BIP 011 implemented M-of-N-signatures required transactions │\n",
- "│ │ │ as a new 'standard' transaction type. This BIP enabled │\n",
- "│ │ │ secured wallets, escrow transactions, and other use cases │\n",
- "│ │ │ where redeeming funds requires more than a single signature. │\n",
- "│ │ │ │\n",
- "├────────────────────────────────────┼────────────┼───────────────────────────────────────────────────────────────┤\n",
- "│ Pay to Script Hash │ 2012-01-03 │ BIP 016, building off of BIP 013, which introduced Pay to │\n",
- "│ │ │ Script Hash address types, implemented a new \"standard\" │\n",
- "│ │ │ transaction type for the Bitcoin scripting system and defined │\n",
- "│ │ │ additional validation rules that apply only to the new │\n",
- "│ │ │ transactions. │\n",
- "│ │ │ │\n",
- "│ │ │ The BIP moved the responsibility for supplying the conditions │\n",
- "│ │ │ to redeem a transaction from the sender of the funds to the │\n",
- "│ │ │ redeemer. Furthermore, it allowed a sender to fund any │\n",
- "│ │ │ arbitrary transaction, no matter how complicated, using a │\n",
- "│ │ │ fixed-length 20-byte hash that is short enough to scan from a │\n",
- "│ │ │ QR code or easily copied and pasted │\n",
- "├────────────────────────────────────┼────────────┼───────────────────────────────────────────────────────────────┤\n",
- "│ Hierarchical Deterministic Wallets │ 2012-02-11 │ BIP 032 introduced Hierarchical Deterministic Wallets (\"HD │\n",
- "│ │ │ Wallets\"), wallets that can be shared partially or entirely │\n",
- "│ │ │ with different systems, each with or without the ability to │\n",
- "│ │ │ spend coins. HD wallets allow for numerous cryptocurrency │\n",
- "│ │ │ wallets (public-private key pairs) to be generated from a │\n",
- "│ │ │ single seed phrase. │\n",
- "└────────────────────────────────────┴────────────┴───────────────────────────────────────────────────────────────┘\n"
- ]
- },
- "metadata": {},
- "output_type": "display_data"
- },
- {
- "data": {
- "image/svg+xml": "\n\n\n",
- "text/plain": [
- ""
- ]
- },
- "metadata": {},
- "output_type": "display_data"
- }
- ],
+ "outputs": [],
"source": [
"# roadmap\n",
"\n",
@@ -983,7 +392,7 @@
},
{
"cell_type": "code",
- "execution_count": 32,
+ "execution_count": null,
"id": "f496d047",
"metadata": {},
"outputs": [],
@@ -996,149 +405,10 @@
},
{
"cell_type": "code",
- "execution_count": 33,
+ "execution_count": null,
"id": "9ddbc654",
"metadata": {},
- "outputs": [
- {
- "data": {
- "text/html": [
- "\n",
- "
\n"
- ],
- "text/plain": [
- "\n"
- ]
- },
- "metadata": {},
- "output_type": "display_data"
- },
- {
- "data": {
- "text/html": [
- " BTC Tokenomics \n",
- "┏━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┓\n",
- "┃ Metric ┃ Value ┃\n",
- "┡━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┩\n",
- "│ Emission Type │ Inflationary │\n",
- "├─────────────────────┼───────────────────────────────────────────────────────────────────────────────────────────┤\n",
- "│ Consensus Mechanism │ Proof-of-Work │\n",
- "├─────────────────────┼───────────────────────────────────────────────────────────────────────────────────────────┤\n",
- "│ Consensus Details │ Consensus │\n",
- "│ │ Bitcoin pioneered and currently uses <a │\n",
- "│ │ href=\"https://messari.io/article/nakamoto-consensus\">Nakamoto Consensus</a> whereby the │\n",
- "│ │ valid chain is the longest chain with the most accumulated <a │\n",
- "│ │ href=\"https://messari.io/resource/proof-of-work\">proof-of-work</a>. Consensus in Bitcoin, │\n",
- "│ │ and other systems using Nakamoto Conensus, is probabilistic because there is always a │\n",
- "│ │ chance that a new, longer competing chain could emerge with more accumulated │\n",
- "│ │ proof-of-work, that would invalidate the current chain. │\n",
- "│ │ │\n",
- "│ │ Learn More: │\n",
- "│ │ How Does Distributed Consensus Work Anyways? │\n",
- "│ │ <a href=\"https://messari.io/article/nakamoto-consensus\">Nakamoto Consensus</a> │\n",
- "│ │ │\n",
- "│ │ Mining │\n",
- "│ │ Miners solve computational puzzles to generate new blocks using a <a │\n",
- "│ │ href=\"https://messari.io/resource/sha-256\">SHA-256</a> algorithm. In this process, miners │\n",
- "│ │ compete to generate a <a href=\"https://messari.io/blog/hash-function\">hash</a> less than │\n",
- "│ │ the target number set by Bitcoin's <a │\n",
- "│ │ href=\"https://messari.io/resource/difficulty-level\">difficulty adjustment algorithm</a>. │\n",
- "│ │ The target difficulty level is adjusted every 2016 blocks. │\n",
- "│ │ │\n",
- "│ │ Although open to anyone with a CPU, Bitcoin mining is now dominated by <a │\n",
- "│ │ href=\"https://messari.io/resource/application-specific-integrated-circuits-asics\">ASICs<… │\n",
- "│ │ situated in enterprise-scale data centers. In order to smooth individual miner revenue as │\n",
- "│ │ mining has become more competitive, mining is now done in pools where participants │\n",
- "│ │ contribute <a href=\"https://messari.io/resource/hash-power\">hash power</a> to the pool │\n",
- "│ │ and receive a proportional share of the profits if the pool finds a valid block. │\n",
- "│ │ │\n",
- "│ │ Learn More: │\n",
- "│ │ <a href=\"https://messari.io/resource/mining\">Cryptocurrency Mining</a> │\n",
- "│ │ State of Cryptocurrency Mining │\n",
- "├─────────────────────┼───────────────────────────────────────────────────────────────────────────────────────────┤\n",
- "│ Mining Algorithm │ SHA-256 │\n",
- "├─────────────────────┼───────────────────────────────────────────────────────────────────────────────────────────┤\n",
- "│ Block Reward │ - │\n",
- "├─────────────────────┼───────────────────────────────────────────────────────────────────────────────────────────┤\n",
- "│ Block time │ 10 │\n",
- "├─────────────────────┼───────────────────────────────────────────────────────────────────────────────────────────┤\n",
- "│ Total Supply │ 21 M │\n",
- "├─────────────────────┼───────────────────────────────────────────────────────────────────────────────────────────┤\n",
- "│ Max Supply │ 21 M │\n",
- "├─────────────────────┼───────────────────────────────────────────────────────────────────────────────────────────┤\n",
- "│ Circulating Supply │ 19.19 M │\n",
- "└─────────────────────┴───────────────────────────────────────────────────────────────────────────────────────────┘\n",
- "
\n"
- ],
- "text/plain": [
- "\u001b[3m BTC Tokenomics \u001b[0m\n",
- "┏━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┓\n",
- "┃\u001b[1m \u001b[0m\u001b[1mMetric \u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m\u001b[1mValue \u001b[0m\u001b[1m \u001b[0m┃\n",
- "┡━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┩\n",
- "│ Emission Type │ Inflationary │\n",
- "├─────────────────────┼───────────────────────────────────────────────────────────────────────────────────────────┤\n",
- "│ Consensus Mechanism │ Proof-of-Work │\n",
- "├─────────────────────┼───────────────────────────────────────────────────────────────────────────────────────────┤\n",
- "│ Consensus Details │ Consensus │\n",
- "│ │ Bitcoin pioneered and currently uses Nakamoto Consensus whereby the │\n",
- "│ │ valid chain is the longest chain with the most accumulated proof-of-work. Consensus in Bitcoin, │\n",
- "│ │ and other systems using Nakamoto Conensus, is probabilistic because there is always a │\n",
- "│ │ chance that a new, longer competing chain could emerge with more accumulated │\n",
- "│ │ proof-of-work, that would invalidate the current chain. │\n",
- "│ │ │\n",
- "│ │ Learn More: │\n",
- "│ │ How Does Distributed Consensus Work Anyways? │\n",
- "│ │ Nakamoto Consensus │\n",
- "│ │ │\n",
- "│ │ Mining │\n",
- "│ │ Miners solve computational puzzles to generate new blocks using a SHA-256 algorithm. In this process, miners │\n",
- "│ │ compete to generate a hash less than │\n",
- "│ │ the target number set by Bitcoin's difficulty adjustment algorithm. │\n",
- "│ │ The target difficulty level is adjusted every 2016 blocks. │\n",
- "│ │ │\n",
- "│ │ Although open to anyone with a CPU, Bitcoin mining is now dominated by ASICs<… │\n",
- "│ │ situated in enterprise-scale data centers. In order to smooth individual miner revenue as │\n",
- "│ │ mining has become more competitive, mining is now done in pools where participants │\n",
- "│ │ contribute hash power to the pool │\n",
- "│ │ and receive a proportional share of the profits if the pool finds a valid block. │\n",
- "│ │ │\n",
- "│ │ Learn More: │\n",
- "│ │ Cryptocurrency Mining │\n",
- "│ │ State of Cryptocurrency Mining │\n",
- "├─────────────────────┼───────────────────────────────────────────────────────────────────────────────────────────┤\n",
- "│ Mining Algorithm │ SHA-256 │\n",
- "├─────────────────────┼───────────────────────────────────────────────────────────────────────────────────────────┤\n",
- "│ Block Reward │ - │\n",
- "├─────────────────────┼───────────────────────────────────────────────────────────────────────────────────────────┤\n",
- "│ Block time │ 10 │\n",
- "├─────────────────────┼───────────────────────────────────────────────────────────────────────────────────────────┤\n",
- "│ Total Supply │ 21 M │\n",
- "├─────────────────────┼───────────────────────────────────────────────────────────────────────────────────────────┤\n",
- "│ Max Supply │ 21 M │\n",
- "├─────────────────────┼───────────────────────────────────────────────────────────────────────────────────────────┤\n",
- "│ Circulating Supply │ 19.19 M │\n",
- "└─────────────────────┴───────────────────────────────────────────────────────────────────────────────────────────┘\n"
- ]
- },
- "metadata": {},
- "output_type": "display_data"
- },
- {
- "data": {
- "image/svg+xml": "\n\n\n",
- "text/plain": [
- ""
- ]
- },
- "metadata": {},
- "output_type": "display_data"
- }
- ],
+ "outputs": [],
"source": [
"fig, ax1 = plt.subplots(figsize=(11, 5), dpi=150)\n",
"ax2 = ax1.twinx()\n",
@@ -1151,7 +421,7 @@
},
{
"cell_type": "code",
- "execution_count": 34,
+ "execution_count": null,
"id": "aecd816f",
"metadata": {},
"outputs": [],
@@ -1165,7 +435,7 @@
},
{
"cell_type": "code",
- "execution_count": 35,
+ "execution_count": null,
"id": "7d02fcc4",
"metadata": {},
"outputs": [],
@@ -1179,58 +449,10 @@
},
{
"cell_type": "code",
- "execution_count": 36,
+ "execution_count": null,
"id": "5e625a2e",
"metadata": {},
- "outputs": [
- {
- "data": {
- "text/html": [
- " Metric Value\n",
- "0 id BTC-USDT\n",
- "1 base_currency BTC\n",
- "2 quote_currency USDT\n",
- "3 quote_increment 0.01\n",
- "4 base_increment 0.00000001\n",
- "5 display_name BTC/USDT\n",
- "6 min_market_funds 1\n",
- "7 margin_enabled False\n",
- "8 fx_stablecoin False\n",
- "9 max_slippage_percentage 0.03000000\n",
- "10 post_only False\n",
- "11 limit_only False\n",
- "12 cancel_only False\n",
- "13 trading_disabled False\n",
- "14 status online\n",
- "15 status_message \n",
- "16 auction_mode False\n",
- "
\n"
- ],
- "text/plain": [
- " Metric Value\n",
- "0 id BTC-USDT\n",
- "1 base_currency BTC\n",
- "2 quote_currency USDT\n",
- "3 quote_increment 0.01\n",
- "4 base_increment 0.00000001\n",
- "5 display_name BTC/USDT\n",
- "6 min_market_funds 1\n",
- "7 margin_enabled False\n",
- "8 fx_stablecoin False\n",
- "9 max_slippage_percentage 0.03000000\n",
- "10 post_only False\n",
- "11 limit_only False\n",
- "12 cancel_only False\n",
- "13 trading_disabled False\n",
- "14 status online\n",
- "15 status_message \n",
- "16 auction_mode False\n"
- ]
- },
- "metadata": {},
- "output_type": "display_data"
- }
- ],
+ "outputs": [],
"source": [
"trading_pair_info = openbb.crypto.dd.trading_pair_info(f\"{ticker}-USDT\")\n",
"if not trading_pair_info.empty:\n",
@@ -1240,7 +462,7 @@
},
{
"cell_type": "code",
- "execution_count": 37,
+ "execution_count": null,
"id": "8f33b4d8",
"metadata": {},
"outputs": [],
@@ -1261,7 +483,7 @@
},
{
"cell_type": "code",
- "execution_count": 38,
+ "execution_count": null,
"id": "2a82e990",
"metadata": {},
"outputs": [],
@@ -1282,7 +504,7 @@
},
{
"cell_type": "code",
- "execution_count": 39,
+ "execution_count": null,
"id": "e9e512e9",
"metadata": {},
"outputs": [],
@@ -1305,7 +527,7 @@
},
{
"cell_type": "code",
- "execution_count": 40,
+ "execution_count": null,
"id": "1d6e76cb",
"metadata": {},
"outputs": [],
@@ -1322,7 +544,7 @@
},
{
"cell_type": "code",
- "execution_count": 41,
+ "execution_count": null,
"id": "1fcdbc67",
"metadata": {},
"outputs": [],
@@ -1336,21 +558,10 @@
},
{
"cell_type": "code",
- "execution_count": 42,
+ "execution_count": null,
"id": "262d190a",
"metadata": {},
- "outputs": [
- {
- "data": {
- "image/svg+xml": "\n\n\n",
- "text/plain": [
- ""
- ]
- },
- "metadata": {},
- "output_type": "display_data"
- }
- ],
+ "outputs": [],
"source": [
"# order book\n",
"\n",
@@ -1365,2046 +576,17 @@
},
{
"cell_type": "code",
- "execution_count": 43,
+ "execution_count": null,
"id": "95cdc32e",
"metadata": {},
- "outputs": [
- {
- "data": {
- "text/plain": [
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- " ['21872.97', '0.00045719', 1],\n",
- " ['21878.29', '0.00197037', 1],\n",
- " ['21878.83', '0.00571748', 1],\n",
- " ['21886.33', '0.00063484', 1],\n",
- " ['21894.26', '0.00010248', 1],\n",
- " ['21896.87', '0.00122406', 1],\n",
- " ['21898.73', '0.004', 1],\n",
- " ['21900', '0.01978499', 2],\n",
- " ['21900.22', '0.00212545', 1],\n",
- " ['21919.32', '0.00020574', 1],\n",
- " ['21933.29', '0.00066635', 1],\n",
- " ['21937.98', '0.00161701', 1],\n",
- " ['21950.91', '0.00045556', 1],\n",
- " ['21954.22', '0.00546072', 1],\n",
- " ['21957.73', '0.00191505', 1],\n",
- " ['21959.53', '0.00256503', 1],\n",
- " ['21975.26', '0.01661903', 1],\n",
- " ['21987.96', '0.00196054', 1],\n",
- " ['21997.64', '0.00229071', 1],\n",
- " ['21998', '0.05909417', 2],\n",
- " ['21998.07', '0.00113571', 1],\n",
- " ['21999', '0.01363228', 1],\n",
- " ['22000', '0.86758326', 25],\n",
- " ['22008.17', '0.00019592', 1],\n",
- " ['22016.41', '0.00078537', 1],\n",
- " ['22021.98', '0.00053914', 1],\n",
- " ['22028.77', '0.00018858', 1],\n",
- " ['22028.85', '0.00045395', 1],\n",
- " ['22045.05', '0.00119987', 1],\n",
- " ['22049.25', '0.0006334', 1],\n",
- " ['22058', '0.0239354', 1],\n",
- " ...],\n",
- " 'auction_mode': False,\n",
- " 'auction': None})"
- ]
- },
- "execution_count": 43,
- "metadata": {},
- "output_type": "execute_result"
- }
- ],
+ "outputs": [],
"source": [
"order_book_raw"
]
},
{
"cell_type": "code",
- "execution_count": 44,
+ "execution_count": null,
"id": "679d0d79",
"metadata": {},
"outputs": [],
@@ -3421,164 +603,10 @@
},
{
"cell_type": "code",
- "execution_count": 45,
+ "execution_count": null,
"id": "92e76d79",
"metadata": {},
- "outputs": [
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