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Bitcoin rallies as notebook plots
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{ | |
"cells": [ | |
{ | |
"cell_type": "code", | |
"execution_count": null, | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"!pip install pandas matplotlib requests" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 1, | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"%matplotlib inline\n", | |
"import pandas as pd\n", | |
"import matplotlib.pyplot as plt\n", | |
"import requests\n", | |
"from matplotlib.ticker import FormatStrFormatter\n", | |
"plt.rc('figure', figsize=(18, 6))\n", | |
"plt.rc('axes.formatter', limits=(0, 10))" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 2, | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"def plot_btc_price_history(start, end, yticks=()):\n", | |
" url = 'https://api.coindesk.com/v1/bpi/historical/close.json'\n", | |
" params = f'start={start}-01&end={end}-01'\n", | |
" response = requests.get(f'{url}?{params}')\n", | |
" data = pd.read_json(response.text, orient='columns')['bpi'].iloc[:-2]\n", | |
" data.index = pd.to_datetime(data.index)\n", | |
" _, ax = plt.subplots()\n", | |
" plt.plot(data.index, data)\n", | |
" plt.xlim(pd.Timestamp(start), pd.Timestamp(end))\n", | |
" plt.yscale('log')\n", | |
" ax.set_yticks(yticks)\n", | |
" ax.yaxis.set_major_formatter(FormatStrFormatter('$%.1f'))" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 3, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"image/png": 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D/HvVAT7cVszfr53ApNSIk1qriIiIiByfGoCKiAxgLreHioZmooO9uzLD12bhyslJAIxL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\nAABDOQY91szsGgyLHQAAAABJRU5ErkJggg==\n", | |
"text/plain": [ | |
"<matplotlib.figure.Figure at 0x7f1d6c26ecf8>" | |
] | |
}, | |
"metadata": {}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"plot_btc_price_history('2010-11', '2012-08', yticks=[0.1, 0.3, 1, 3, 10, 30])" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 4, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"image/png": 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gxc5qfjRn1FERcACMS4/h7ovGc9uL6/n167ncdf5YXllbREWDl3svnRTs8qQP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\nJEEAAAAASUVORK5CYII=\n", | |
"text/plain": [ | |
"<matplotlib.figure.Figure at 0x7f1d3d1a6d30>" | |
] | |
}, | |
"metadata": {}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"plot_btc_price_history('2013-01', '2013-10', yticks=[0.9, 2.7, 9, 27, 90, 270])" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 5, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"image/png": 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5fqzYWcGglPDdb7LCA3157Py+PDhjPXe+t4pAXysTe8ZhmiarcirJr6wH4KGp\nvemXHN5m9yLSFiwWg6cuGcB5/1vE7dNX8s9pfXn6+62c2z+RqQOS9ht792ndSYsO4r5P1nLGM/Nw\nuDxU1LmAxjfqhgGmCV7TbFweskffjD+e0f2wGifXON3UNbgxMDCMxl1rjteb9feX5hLgY+Xc/olH\n/NjeiWHMvGMMry3cwYKtJbzw03ae/3EbAIlh/vz5zB5cOjSF0AAbeRX1bCqys6O0lkA/K2EBPoQH\n+Db+N9CH0AAfQvxszTZT/aWvUX6lg64xwXSOCdrv61PtcJGZW8myHRWs2NnY5+XtnxsDF6vFoFNE\nAInhASSFB5ASGcgFg5NJbAq6RER+8f7SHO77dC3QGKYmRwTSJSaIkV2i6NL082fk48evHoUfIiIt\n5Jd+H70SQ5nYM5aPlufhcHn2elHp9nj5Zn0RE3vG6Tdn7cDAlHBsFoOl2eWM7x5Lid1JTnkdV47Y\nO7Q6o08Ck3vFszS7nBmZBcxe19izZWBqBNeNTmN4ehR9kw/c4FakIwvx9+Hlq4cw9bkF3P7uShLD\n/Hlo6oFnPpw/KJlOkYH8a/YmUiKDGJsRzeiu0cSE7N/rwuHyUFbbwINfrOO5OVlcMCi52eWEv5iR\nWcAfPsykwfPrbxSjgnz5/PbRdIo89Bbkx6LG6WbmmgKm9E846qUi4YG+3D25G3dP7obd4WJpdjke\nr8mEHrF7NUPtFBl41Pdjs1oYnBrJ4IOsygn192FsRgxjMxp3pvJ6TXIr6lhfUM2Ggmqyy2rJr6hn\n7pYSSuxOnp+bxc3junDzKZ0J9NXbCxFpXKr3wIz1jM2I5v6ze5EaFdjmr3075E8nwzCmAFO6dm0f\n2yqKyMlhQ0E1yREBhAX4MKFHLG8t3sni7WWcuscMj5+3Ny55OVu7vLQLgb42+iaHsTS7se/Hypxf\n+33sy2oxGNklipFdonj0/IM3PxU52aRHB/Hc5YP486drefLi/odc/jU0LZKPbhl1yOv6+1hJCg/g\ngXN6M+mpn3j8603855IBzY6dvmQn93++jqGpkUwZkAimidtr8u9vNvPXL9bx+rVDW3XZzMzMAuoa\nPFzazIy/oxHi78PEnnEtcq1jZbEYpEYFkRoVxFn7/PuVV1HHY19v4pkftvLBslzuOa0bUwckHXFP\nl6ziGnaU1hIT4kdMiB/RwX4dsi+MyMnA7nBx+/SVRAb68vQlA4hqhUbOR6NDhh+mac4EZg4ZMuTG\ntq5FRE6nS2uzAAAgAElEQVQeGwqr6dXUEHNE5ygCfa38sHHXXuHHV2sLCPK1Mr57TFuVKfsYlh7J\nawuycbg8rMypwMdq0CdJszhEjtS4bjEsvG9Cq1w7JSqQG8em8/yP27hyZOp+AeX/5mbxr9mbmdAj\nlv9dMWiv3y56TXjoyw18uaaQKQdZjlJe28AXq/PxeE0shoHVYjA4NeKwfx68vzSH7nEhDOx0ci1/\nS44I5LnLB3HNqHIe+nID9368hsdnb+byYZ24fHgq8WEHnqkD0OD28tycrTw/dxser7nXuYhAn91h\nSEZsCPef3VPbAYscJx6vyfId5Xy7YRc/bSkhIcyfs/omcFqvuN1hhtvjpbDKAUByRACGYWCaJvd9\nspbcinrev2lEuwk+oIOGHyIix1tdg5vs0trd67z9fayM6RrNnI3FmFNNDMNgdW4lX2YWaslLOzM8\nPZIXf9rOqpxKVu2spHdimL4/Iu3QbeO78vGKPP4+Yz2f3TYai8WgqMrBf+ds5d0lOUwdkMgTF/XH\nZ583x9eOSuOL1fn8feZ6xmXENDsrpa7BzbWvL2VNXtVex32sBk9ePGC/Hh6maVJidxIa4IO/j5UN\nBdVk5lXx4JRe7b4pa2sZmhbJ57eNZt7WEt5avJNnf8zi+bnbGJwSQff4ELrFh9AtNpiEsAAig30J\n8rWyvqCaP3yUyaYiO+cPSuLKEamU1zRQUuOkxO6k2O6gxO4kt7yeNxbt4NQesZzSTb88EGltb/+8\nk6e+20J5bQO+VgvDO0eSU17Hnz9dy18+W0vvxDCq6l0UVNbjbgot40P9GZYeSbC/ja/WFnLfmT0Y\nmhbZxneyN4UfIiItYFORHdNk98wPgIk9Y/l2wy42FdnJLq3l9x+sJjbUj7snd2vDSmVfg1MjMQxY\nmFVKZl4lVww//O0pReT4CfKzcd+ZPfj9B5n8d85W8ivq+bxppsYNY9L5y1k9m23wabUYPHJeX6Y+\nv5BHv97IYxf02+u812vy+w9Wsza/iheuHMSortF4vSa1DR7u/mA1d723iuJqB78Z2xloXB736KyN\nLNvRuEwuxM+GzWrga7Nw3sCk/Z7/ZGKxGIzvHsv47rHklNXx7tIclu0o5/NV+Xs1r4XG7cbdHi/R\nwX68cvUQJvU68BIfp9vDkIe+58vMAoUfIq1szqZdPPDFOoanR3LViDRO6R5DsJ8N0zTZWGhn9rpC\nlu2oIC06iHP6JdApMhCXx8uyHRUsyS5jV7WTiT1iuanpZ2Z7ovBDRKQF/LLTS6/EX8OPU3s0Lnf5\n0ydrWJNXxeDUCF66anC7mv4nEBbgQ8/4UN5floPT7WVw6v79PkSkfZg2IIm3F+/k6e+34u9j4fJh\nKfxmbOdDNv/skxTGDWPSeWneds7qm8C4Pd5APzZ7E9+s38UD5/TijD6/9rMID4Q3rx/G3R+u5p9f\nbSS3vI6SGiez1hYRHezHvad3B6DE3jhLYWhaBOGBvq1z4yeglKhA7juzB9A4U6awysHW4hpK7E7K\napyNv1G2WfjNmM6H7BHjZ7MyuXcc36wv4uHz+qoXiEgr2V5Sw2/fW02vhFBev3YYAb6/zoQ1DINe\nTVteN+fqkWmYpklBlYPoYN9mw+i2pvBDRKQFbCisJtTfRtIeW/3FhvjTPzmMzLwqpg5I5PEL+mk5\nRTs1LD2SNxbtAGBQ6sm1Xl/kRGIYBk9fMpDvN+5i2sAkIoMOP2z43aQMvl5XyNWvLaVLTBCTmpYg\nvjRvO1ePTOW60Wn7Pcbfx8qzlw0iJng9by7eSaCvld9NyuDGsZ0J8tPL6MNlGAaJ4QHHtB3ulH6J\nfLoyn/lbS9pNI1iRjsTucHHT2yvwsVl48arBewUfh8swjL1eC7c3+qktItICNhRU0ysxdL+13g9M\n6cXWXTVcMrTTSbsO/EQwvCn8SAzzJyGs/f6jLSKNMwquH5N+xI8L9LXx6a2j+XJNAT9sLObVBdm4\nvSbju8fwwDkH7tVhtRj87dzeTOwZR4+EEGJDDt7AU1rH6K7RhAX48OWaQoUfh2B3uFiyvZwtxXbO\nG5ikf9cEaNw6vKCynrSooP1mZdQ3eLj7w0yyS2t554bhJEe07tbgbUXhh4jIMfJ4TTYVVXP5sP17\nRQxOjWRwavtq9iT7G5re+D0aqCUvIh1aTIgf141O57rR6VQ7XKzYWcGI9KhD7iBiGMZeS2Xk+PO1\nWTijdzxfrinA4fJoJmUzZmQW8OaiHazOrdy9c86Hy3L58OaRxIYqtDuZldU4ufCFxWSX1hLsZ6NP\nUii9E8Mor21gXX4V20pq8Jrw4JRejOwS1dblthqFHyIixyi7tBaHy3vANZDS/kUH+/HHM7ozonPH\n/QdfRPYW6u+z11bk0v6d0z+BD5bnMndz8V79WQTyK+v5w4eZdIoM4OZxnRnTNRrDMLjhzWVc8cqS\ndrflqBw/tU4317+xjMKqev5yVk9yyutYk1fJ24t3EhHkQ5/EMM7sm8CQ1AjGZkS3dbmtSuGHiMgx\n2lDY1Ow0QeHHiey28V3bugQRETmIkZ2jiAryZeaawt3hR7XDxcvzthMW4MP47jF0iQk+KZeZPjcn\nCxOTN68ftteShVevGcq1ry/lqleX8t6NIw641fP0n3OwWAxSIgPpFBlAp4jAI+5rY5omK3MqCfCx\n6hdC7YTL4+X2d1eyNr+Kl67ae1clr9dsl01JW1OHDD8Mw5gCTOnaVS9kRaT1bSioxsdq0DU2uK1L\nERER6bBsVgtn9Inn05X51DW42V5Sy+3vriSnvA7ThH9+tZGk8ABO6x3Hvad3J9C3Q77V2U9ueR0f\nLc/lsmEp+/VqGNklipeuHsKNby7nyleX8NC0Pgzo9Gtj7/UFVdz53iq2l9Tud92oIF+SIwPpFBFA\nz4RQxmZE0zsxDOs+b5hrnG4+X5XPOz/vZFORnSBfK1/cMUavi9pYXYObB75Yz9zNJTx2ft/9tpM+\n2YIPAMM0zbauodUMGTLEXL58eVuXISId3NWvLaXU7mTWb8e2dSkiIiId2uJtZVz28s9M6Z/IN+uL\niAz05bnLB5IQHsDczcXM3VzCDxt3MTw9iteuHXpUO1acaP74cSafry5g3r2nEh/WfG+P7zfs4t6P\nM6moczGpZyy/m9SN5TvKeWTWJsIDfXj6kgH0SAglt7yO3Io6csrryC2vJ6+ijp1ljZ8DRAT6MLJL\nFDaLhYq6BspqGthZVkttg4deCaFcNCSZZ+dkER3sy+e3jz5pAqj2wOHy8P8+Xcua/Cp2VTuwO9wA\n/H5SN347KaONqzswwzBWmKY55Lg8l8IPEZGjZ5omQx/+gfHdY3jiov5tXY6IiEiH5vGajHz0B4rt\nTsZ1i+Gpi/vv18vi81X53P3hakZ0juLVa5oPQDxek1cXbOfzVQU8e/lAusScmLMUdpTWMvE/P3H1\nyFQenNL7oGNrnG7eWJjNS/O2U930xnhCj1j+fWG/Q/YDKa1xsjCrlHlbSlm6owyrYRAR5EtkoC8J\n4f6cNzCZQSnhGIbB/K0lXP3aUqb2T+SpSwaclMuQ2sJfPlvL9CU5TO4VR2KYP3Fh/mTEhjCpZ2y7\n/h4cz/BDUZyIyDH4eEUepTVOxnTt2A2iRERE2gOrxeChaX0oqnJw1YjUZqfuTxuYhInJ3R9m8pu3\nlvHK1XsHIFnFdu79eA2rciqxWQzuem8Vn942Cj/b4c8SqapzkVNeR3JEAOGBPm325vK/P2zFx2pw\n6/guhxwb7GfjjgkZXDUyjbcX7yAs0Jcrh6ccVu3RwX5MHZDE1AFJhxw7NiOG30/qxn++28LgtEiu\nGrH/bnjSsr5eW8j0JTncPK4zfz6rZ1uX024p/BAROUrltQ08MmsjQ1IjOLd/YluXIyIiclI4vXf8\nIcecNzAZ04R7PspkwpNz6RwTRHxoAAG+Fj5cnkegr5VnLh1AgI+Vm95ewb9nb+b+c3od8rp1DW5e\nX7iDF+Zuw+5snD0R4m8jLSqIiT1juW5UerNNRVtDVnENn6/O5zdjOxMbcvhb2YYF+HDHhNZdBnHH\nqV1ZmVPBQzM3kNcUEiWGB9AlJpi06KBjvn5hVT2h/j5H3JS1I8qrqONPn6yhf3IY95zWva3Ladf0\nf4uIyFF6dNZG7A43D5/X96RsGiUiItKenT8omSA/GzNWF1BQVc/CrFJKa5xM7hXHP6b2ISakcanH\n1SNTeWVBNmMyohm/x/bHDW4vFXUN2B0uqurdrC+o4tk5WZTYnUzqGcu0gUkUVTnYWVbH1mI7T3+/\nlVfmZ3PNqFRuGNMZl8dLdmktO0prMQyY3CueyCDfFrk30zT5+8z1BPhYuXlc5xa5ZkuyWAyevmQA\nN7y5nNcWZuPy/Npq4S9n9eTGo6i52O5gZmYhM1bnk5lXhZ/NwqndYzmrXwITesQS3MpBiMPlYXVu\nJdtKathe0vh97R4fws2ndCEs4PgEXvtye7z87v3VeE3472UD8bVZ2qSOE4V6foiIHIWft5dx6Us/\nc+v4LvzpjB5tXY6IiIgcBtM091vm4XB5mPrcQspqnXxy6yjW5FUxa20hP24uxuHy7jV2SGoEfzqz\nB0PTIve79sbCap6bk8WsdYU09xbLZjEY1y2GqQMSOaNP/BEts9nXu0ty+H+freWf0/pwZTtfVuL1\nmpTWOMmvrOfl+duZtbaIW07pwp/O6L7f98Ll8bImr5LF28pYnVtFtcOF3eGmxukiv6Ierwm9E0M5\np18iRVX1fL2uiGK7Ez+bhVO6xXB2vwQm9oxr0SCktMbJOz/v5O3FOymrbQDA38dCp4hAskpqCA/w\n4bcTM7hiRCo+1oOHD1V1LraV1rCjtJZiu5NSu5PSGieV9S7qGzw43F6cLg8OlweHy4vD7aHB7cXP\nZiHY30aQr40gPxs2i4GP1YLd6SYzt5JnLh1wWEuS2iM1PG0hCj9EpDU43R7OemY+DR4v3/7ulJOi\nk7yIiEhHtmWXnSnPLsDpbgw7ooP9OKNPHD0TQgn19yHE30Z0sB+9E0MP2SNj6y47M9cUEh3sS1pU\nEOnRQVQ7XMzILGDm6gIKqhxcOSKFf07re1S15lXUcfpT8+jfKZx3bhh+Qs0+9XhNHvhiHdOX5HDJ\nkE48NK0Pm4vsLNpWyqJtZSzbUU5dgweArrHBRAf7EuzX+PVPiQxkSv8EusaG7L6e12uyfGcFs9YW\n8vW6QnZVO/G1WRicEkFCuD9xof7EhfiREhVI5+hgkiMCsDUTUDhcHn7cVMyXawuprncR7GcjxN+G\n0+3l63VFNLi9TOwRy2XDUuiZGEpCqD8Wi8G6/CoembWRRdvK6BQZQEywH1X1jTOFnC4Pfj4W/GxW\n/H0sVNa5docnv/D3sRAd7EdEoC8BPlb8fCz4+1jx97ES0PSxr9WC0+2lxunG7nBT73Lj8ph4vCZu\nr8mE7rHtejeXQ1H40UIUfohIS/N4TR7+aiOvLczm9euGcuoe02NFRETkxDV7XRFLs8s5rXccQ9Mi\nsbZCqOD1mtz1/irmbSlh+f2Tj3iZgmmaXP3aUlbsrOCb342jU2Rgi9fY2kzT5KnvtvDfOVn42iw0\nNAVOXWODGdk5ilFdohjeOeqIlwh5vSYrcir4ak0hq3MrKbE72VXtwO399f2ur9VCSlQg8aH+xIb4\nERPqR3lNA7PXFWF3uokO9qNTZAA1jsagocHj5Yw+8Vw/Op2usc3vCGSaJnM2FfPawmygsadKWIAP\n/j5WnG4vDpcHp8tLiL+NzjFBpEcHkx4dRHyYP0G+1na9E8vxoN1eRETaocKqen7/wWp+3l7O5cNT\nFHyIiIh0IGf0ieeMPodupnosLBaDqQOS+HJNIYu3l3FKt5i9zmcV2/loeR5OtxeXx4vbYxIX6kf/\nTuH0Sw7n+427mL+1lIem9Tkhgw8AwzC4+7TupEYFsTKngmHpkYzsHEVs6OE3bW2OxWIwNC1yryVJ\nXq9JeV0DO8tq2VZSy7aSxiUnu6qdZJfWUmx34GezcnrveKYNTGRk56hmZ4Yc6n4m9oxjYs+4Y6pf\nWl+LhB+GYaQB403TfGOf4xcAHwNDTdNc3nTsz8ANgAe4yzTNb5qOnwE8A1iBV0zTfKyZ5/ED3gIG\nA2XAJaZp7miJexAR2dOmompqnW5Cmqa6rs6p5M+fraXB7eXfF/bjwsHJbV2iiIiInIDGZkQT5Gvl\n67WF+4Uff5+5gYVZpQT72fCxWrBaDEprnPwyecEwYFSXKK4YltIGlbesCwYnc0Erv56yWAyig/2I\nDvZjcOr+fVpM08Rr0iqzfKT9OebwwzCMW4G7gGDDMK4FLjVNs8gwjBDgt8CSPcb2Ai4FegOJwPeG\nYXRrOv08MBnIA5YZhjHDNM0N+zzdDUCFaZpdDcO4FHgcuORY70FE5BdV9S4e+nIDH6/I2+9cv+Qw\nnrl0IOktsEWbiIiInJz8faxM7BnHN+uL+Oe0PrtnGmQV25m/tZQ/nNZtr61o6xrcrMuvZk1e404j\nd0zIOKH6fLRnhmFg1ZfypHFM4UdTwPF34AygHzAXqG06/RCN4cS9ezxkKvC+aZpOINswjCxgWNO5\nLNM0tzdd9/2msfuGH1OBvzV9/DHwnGEYhtmRG5eIyHHz46Zi7vt0DaU1Ddw2vgvD0iObOoy78bFa\nOLd/orYQExERkWN2Vt94ZmQWsCS7nNFdowF4c9FOfG0WLttnVkegr41h6ZEMS99/5oKIHL5jnfnh\nBUwgEuCXJSiGYQwCOpmm+ZVhGHuGH0nAz3t8ntd0DCB3n+PDm3m+pF/GmabpNgyjCogCSn8ZYBjG\nTTQGLuExMTHNXEJEZH9PfruZZ+dk0T0uhJevHkK/5PC2LklEREQ6qFO6xRLgY2XW2kJGd42mqt7F\nJyvzOLd/IlHBfm1dnkiHdEy/wjRNsxa4EXgUeMgwjCcMwwgE/gPc0wL1HU1NL5mmmWGaZkxKyom/\nFk5EWt/WXXae/zGLaQMSmXHnaAUfIiIi0qoCfK1M6BHLN+uL8HhNPlqeS12Dh2tHpbV1aSId1jHP\n3zZNcwZwEfAvIIbGWRd9gLmGYewARgAzDMMYAuQDnfZ4eHLTsQMd39fucYZh2IAwGhufiogctce+\n3kSQr40HpvTGz2Zt63JERETkJHBm33hKaxpYkl3GW4t3MjQtgj5JYW1dlkiHdUzhh2EYwYZhpDZ9\nagc2AkGmaUabpplmmmYajctczm3a7WUGcKlhGH6GYaQDGcBSYBmQYRhGumEYvjQ2RZ3RzFPOAK5p\n+vhCYI76fYjIsVi8rYwfNhVz66ldjng/eREREZGjdWr3WPxsFh78Yj055XVco1kfIq3qWHt++AAv\n0th3IxrIAS4/0GDTNNcbhvEhjY1M3cDtpml6AAzDuAP4hsatbl8zTXN90/F/AMubZpi8Crzd1Ci1\nnMaQRETkqHi9Jo/M2khimD/Xj05v63JERETkJBLkZ+PU7rHMXl9EfKg/p/eOb+uSRDq0Ywo/TNOs\nAM4wDCMNGG+a5hvNjBm/z+cPAw83M24WMKuZ4w/s8bGDxiU2IiLHbOaaAtbmV/HkRf3x99FyFxER\nETm+zuwbz+z1RVw1MhUfq3aUE2lNxzrz4xeVwOoWupaISKtzuDz8a/ZmeiWEct7ApEM/QERERKSF\nndkngdJzGrh0aKdDDxaRY9Ii4Ydpmgo/ROSEUVXn4p6PMsmvrOfxC/phsRhtXZKIiIichHxtFm4Y\no6W3IsdDS838EBE5IazOreT26SvZVe3gwSm9GJMR3dYliYiIiIhIK9PCMhHpEIrtDv74cSYTn5zL\nzrLa/c6bpsnrC7O56IVFAHx0y0iuU5NTEREREZGTgmZ+iMgJzen28NqCHTz/YxZOtwd/m5VrX1/G\nJ7eO2r11rWma/Pubzfxv7jYm9YzliYv6Ex6obW1FRERERE4WmvkhIiesqjoXZz4zn8dnb2JE50i+\n/f0pvH7dUPIr67npreU4XB5M0+Sx2Zv439xtXDYshZeuGqLgQ0RERETkJKOZHyJywnptYTbbS2p5\n5eohTOoVB0B6dBBPXTyA299dyT0fZpIQ5s8rC7K5ckQK/zi3j5qbioiIiIichBR+iMgJye5w8frC\nbCb3itsdfPzi7H4J5FX04NGvNwFw7ag0HpzSC8NQ8CEiIiIicjJS+CEiJ6S3Fu+k2uHmrgkZzZ6/\naVxnGtxeAO6Y0FXBh4iIiIjISUzhh4iccGqdbl6Zv53x3WPomxzW7BjDMLhzYvPBiIiIiIiInFw6\nZMNTwzCmGIbxUlVVVVuXIiKtYPqSnVTUubjzALM+RERERERE9tQhww/TNGeapnlTWFjzvxEWkROX\nw+XhpXnZjO4axeDUiLYuR0RERERETgAdMvwQkY7rvaU5lNY4NetDREREREQOm8IPETlh2B0unv9x\nG8PSIxnROaqtyxERERERkROEwg8ROWE88/1Wymqd3H92z7YuRURERERETiAKP0TkhLB1l503Fu3g\nkiGd6Jcc3tbliIiIiIjICUThh4i0e6Zp8reZ6wn0tXLv6d3buhwRERERETnBKPwQkXZv9roiFmaV\ncc9p3YkK9mvrckRERERE5ASj8ENE2rX6Bg///GojPeJDuGJ4SluXIyIiIiIiJyBbWxcgInIgDW4v\nf/xkDfmV9bx/0whsVuW1IiIiIiJy5BR+iEi7VNfg5tZ3VvLTlhL+dEYPbW0rIiIiIiJHTeGHiLQ7\nFbUNXPfGMtbkVfLY+X25dJiWu4iIiIiIyNFT+CEi7UpBZT1Xv7aUnPI6/u/KwZzeO76tSxIRERER\nkROcwg8RaTeyiu1c9epSahxu3rp+mJa6iIiIiIhIi1D4ISLtwqqcCq57Yxk2i4X3bx5B78Swti5J\nREREREQ6CIUfItLm5m0p4ea3VxAb6sdb1w8jNSqorUsSEREREZEOROGHiLSpDQXV3PT2ctKjg3nz\n+qHEhvi3dUkiIiIiItLBKPwQkTZTUdvATW8vJzzAl7euH0ZMiF9blyQiIiIiIh2Qwg8RaRNuj5c7\n3ltJsd3JhzePVPAhIiIiIiKtxtLWBYjIyemxrzexMKuMf07rw4BO4W1djoiIiIiIdGCa+SEix1VV\nvYsXf9rGKwuyuWZkKhcP6dTWJYmIiIiISAen8ENEjgu7w8UbC3fw8vztVDvcTBuQyP3n9GrrskRE\nRERE5CSg8EOkg6lrcPOHjzI5q28C5/RLbNFrO1weAPx9rM2e21lWh8vjpcHjxeX2kltRz6bCajYV\n2cnMq8TucDOpZxy/m5RBn6SwFq1NRERERETkQDpk+GEYxhRgSteuXdu6FJHj7sEv1jNrbRE/biqh\nZ0IoXWKCW+S6P24q5q73VtHg8TKicxTju8cwMCWCzNxKftxczOJtZTjd3v0e52ez0D0+hLP6JHD5\n8BT6q7+HiIiIiIgcZ4Zpmm1dQ6sZMmSIuXz58rYuQ+S4+WRFHvd8lMkVw1OYtbaQpIgAPr11NL62\no+9tbJomL87bzuOzN9ErIZShaZHM21LC9tLa3WPSo4N2hyEBPlZ8rAY+Vgtxof6kRwdhtRgtcXsi\nIiIiItKBGIaxwjTNIcfjuTrkzA+Rk1FWsZ37P1/H8PRI/n5ub07pFsNNb6/gyW838+ezeh7VNWuc\nbv76+To+W5XP2f0SeOLC/gT4Ni55ySmrIzOvkr5JYaRFB7XkrYiIiIiIiLQohR8iHUB9g4fbp68i\n0NfKfy8biM1q4bTe8Vw+PIUX521nbEYMYzKiD3mdaoeLtxfvZF1+FZuK7Owoq8U04Q+ndeP2U7ti\nGL/O4EiJCiQlKrA1b0tERERERKRFKPwQOcHVN3j43Qer2LzLzpvXDyMu1H/3ub+e3Ysl28u4+8PV\n/GNqbyb1jMNmbX4JzI7SWn7z1nK2ldSQFhVEj/gQpg1IYnTXKIakRR6v2xEREREREWlxCj9ETmBF\nVQ5ufGs56wqqeOCcXpzSLWav8wG+Vp67fBC/eXM5t7yzkqTwAK4ckcqFg5OJCfHbPW7RtlJum74S\ngOm/Gc6oLoeeJSIiIiIiInKiUMNTkRPU6txKbnprObVON/+9bCATe8YdcKzb4+X7jcW8uWgHi7eX\nAZAY5k+vxDASwvx5b2kOadFBvHL1EPXvEBERERGR40INT0XkoL7fsIvb311JTIgfb98wmu7xIQcd\nb7NaOKNP/P9v787j/Krre4+/PrMmYZLJNiEhK/siAsUBhCKNS8tyi/ahqFSvhQuaW2xv7W1tq7cP\nrYiWq+2l9Pa21jy0LqCAaw1uFJVUKwIGiZQEAgEiIUD2TNZJZvncP35n4hAzQ5aZ+f3m5PV8PM5j\nfr+zfs/5PJLfzPv3Pd/DJadPZ8UL2/j3x9fxyJqtLHuugx88tpb5J0/j5ivPYsKYxhE6A0mSJEka\nOYYf0ijzg8fWct0XHuTUGRP4zNXnMKWl+aU36ufk6eNfFJZ09fTSOMA4IJIkSZJUBoYf0ihyz4p1\n/P4tP+Pk6eO55ZrzaB13+D01DD4kSZIklZ1/9UijxOIV6/jvtzzIiUe3cOu1QxN8SJIkSdKRwJ4f\nUo3KTJY/v5W7l6/l35atZfnzWzl1xgRuvfY8Jo5rqnbzJEmSJGnUMPyQatCuPT0suGUJP3piAxFw\n9pxJvO/SU/jdc+bY40OSJEmSDpLhh1RjOrt6eNfnl/DjJzfw/ktP4Y1nz6Jt/MENaipJkiRJ+iXD\nD6mGdHb1sOCWB/nxkxv4myvO5IpXzKp2kyRJkiRp1HPAU6lGdHb1cN2tD/LDx9fzsTeeYfAhSZIk\nSUPEnh9SDVi5bhv/47alPPr8Vm5848t5yzmzq90kSZIkSSoNww+pijKT2x5YzYe/uYxxTQ18+qp2\nXnvq0dVuliRJkiSViuGHVCXPd+ziQ4uWcdeytVx4wlRuesuZTJswptrNkiRJkqTSMfyQRlhnVw+f\n+tFT/OM9T9KTyfsvPYV3veo46uqi2k2TJEmSpFIy/JCGScfOLm78zqN88+HnmTahmbmTxzF78jju\nWUJW5B4AAB4xSURBVLGO1Zt2cenp0/lfl53K7Mnjqt1USZIkSSo1ww9piGUm33z4ea6/cxmbd3bx\nhjOPYVdXD7/YuJOfrtrM7Mnj+OI7z+CCE6ZWu6mSJEmSdEQw/JCGSMeuLhavWMdXHnyWHz2xgTNm\ntfK5a87lZce0VrtpkiRJknREM/yQDkNnVw9ff2gNd/78OR54ehPdvcnUliY+8NuncfUF86h3HA9J\nkiRJqrpShx9rtuzi5u89zozWMRw9YQwTxjayp7uXPd29dPf28oo5k2kd11jtZmoU6tjVxa33/YLP\n/PhpNmzfwwnTWlhw0XG87rSjOWvWRAcvlSRJkqQactjhR0TMA+Zn5meL9xcBNwNnAFdm5leK+WcB\nnwAmAD3ARzPzjmLZscDtwBTgQeAdmblnP8d6P3Btsf0fZeZdg7Vt664ubv7eEwMunz15LJ+5+lxO\nmNZyEGd86F7o6OQnT21g554edu3pYXd3L5t37GHD9t2s376brbu6OWNWK689dRoXHD+VMY31L9o+\nM9m+u5ttnd107Opi7dZOXujo5PmOTtZv382uYr87u3qY2tLEBcdP5YLjp3DMxLEjcn6D6erpZVtn\nN9s7u9m+u5vu3l5Onj6e5oYXn+OO3d38dNUmTp/ZytSW5mFv1649PTz2wlaWP7+VNZt30VAXNNbX\n0VBfR2N90FAXNNTXURfBum2drNm8i2c37+LhZ7ewY08PF53Uxu//xnGcf9wUIgw8JEmSJKkWRWYe\n+sYR1wF/BLQATwJXAmOoBBzvBRb1Cz9OAjIzn4iIY6iEHKdm5paI+BLwtcy8PSL+Gfh5Zn5in2Od\nBtwGnAscA3wPOCkzewZqX3t7e9573wOs21YJCbbv7qapoY7mhjq27OziL776MF09ycJ3vILzjpty\nyNfhpTy3ZRefWPwkd/x0NXt6el+0bExjHW3jm5na0sxRTQ089MxmduzpYUxjHafNmEBnVy9bO7vY\n1tnNts4uevdTrgiYPK6Jcc31jGtsYExjHas372LTjkp+NHfKOE4/ppXjp7VwwrQW5k0Zx7imepob\n6mlurKOhru5F+xvbWM+Yxrpf+WO+tzfZvHMPz3cUocvWTnZ3VS5/JvRmksXrJNmys4un1m/nyfU7\neGbTTnr2aXxzQx3t8yZxwfFTGddUzz0r1nPfkxvZ09PLG39tJje99azDvPK/tG5bJ8vWbOXJ9dtZ\nvWknz2zayS827mTVxh17r2l9XfxKG/uLgKPHj2HmpLGcOK2Fd5w/1/E8JEmSJOkQRcSDmdk+Isc6\n1PAjIsZTCTwuodLLYzGwMTO3Fcs/C3yzL/zYz/Y/B64AVgLrgemZ2R0R5wMfysyL91n//QCZeWPx\n/q5ivZ8M1Mb29vZcsmTJgOewetNOrv7MA6zetIu/fuPLueD4KURAELSObWRsU/2A2w6mu6eXpzbs\n4NHnt3LfUxv56oNr6M3kze2z+L3z5zHlqCaai4Chqf7FIcPu7h4eeHoT3390HY+9sJWW5gYmjGlk\n/JgGJowtfo5pZPyYRo6e0Mz04paexvoXBxi9vcnj67Zx78qN3PfURlas3cbqTTv3G57sT31dcFRT\nPWMa69nd3UtnV6WnysFoqq/j2KlHcVxbZWpraaZlTCMtzfX0JixZtZl7n9zAYy9sA+C4tqN4zcnT\nWP78Vh57YRtL/vJ1g94+0tub/NvyF3h2866it0ZQH7G3Z8yWXXt4bksnj6zpYN223Xu3a2luYM7k\nccydMo6Tp4/ntBkTOHXGBGZNqvSQ6elNunuTPT29dPck3T299GQy5ahmmhrqBmqOJEmSJOkgjGT4\ncTi3vfQCCUwGyMxVB7phRJwLNFEJT6YAWzKzu1j8LDBzP5vNBO7r936g9Q7Y7Mnj+Np1v86CW5bw\n3i///EXLxjc38Pvzj+eaXz/2RSHIuq2d3P/0Js6aPZHZk8ftnd/Tm9y9fC2fu3cVDz6zmT1FUNDU\nUMcV7bN49/zjmTVpHC+luaGeV53YxqtObDucU6OuLjhl+gROmT6Bay48FqgMzvn0hh08u3kXu7p6\n2F0EGt09vXsDmMxkV1cvO3ZXbk/ZVfRCGdNUz9jGeiaMaeSYiWOY0TqW6a1jGNNYXwRGUBexNzyK\ngMb6ukEH/Lzs5TMA2Lh9Nzv39Oy9nv/60Br++I6l/OeaDs6cPXG/2z70zGauv3M5S1dv2e/y+rpK\ngNXW0syFJ0zlZTNbOf2YCZx49HgmjWsc9BaVhvqgoZ5fue1IkiRJkjQ6HXL4kZk7IuJdwI3A9Ig4\nHfhgZu4cbLuImAHcAlyVmb1DPU5CRCwAFgDMmTPnJddvHdfI5689l7uWrWXn7m6Syu0bi1es52/u\nWsHnf7KK//m6k6ivC76x9DnufXLD3t4TLztmAhe/bDpHNTfwuXtX8cymncycOJarzp/LqUVvguPb\nWmqmt8CYxvq97aolU1qa6X/T0UUntREBi1es/5XwY+P23Xz0W4/ytYfWMG18M3/75jP5zdOOrvTW\n6OmluzcZP6aBluYGx+CQJEmSJAGHOeBpZi6KiIeBy4F24E+BGwZaPyImAN8C/jIz+3pxbAQmRkRD\n0ftjFrBmP5uvAWb3e7/f9TJzIbAQKre9HMh5NDfU8/ozj3nRvLefN5cHnt7EX3/7Ud73tf8EYM7k\ncfzBq09g/sltPPTMFr7zyAvcdPfjAJw9ZyLvu/QUfuu0o2mor42wY7SafFQTZ8yayOLH1/Ge1534\nomUf/MYy7l6+lnfPP553v/oEWppL/cAiSZIkSdIQOOS/HCOiBfZ+Yb8NeJTiFpgB1m8Cvg58vv84\nIJmZEXEPlfE/bgeuAr6xn10sAr4YETdRGfD0ROCBQ23/gTj32Ml8/d0X8OOVGxnbVM/Zcybu7U3w\nirmTeeerjmPd1k627OripKPHD2dTjji/cVIb//CDJ9i8Yw+TjmoCYO3WTr677AWuvfBY/vySU6rc\nQkmSJEnSaHE4XRQagU8CXwb+CrgU+PuIOCcingXeDHwyIpYV678FuAi4OiKWFlPf4zz+AviTiFhJ\nJVD5NEBEvD4iPgyQmcuALwHLge8CfzDYk16GSkRw4YlTecXcSfu9jWLahDEGH8Ng/sltZMIPn1i/\nd95tDzxDT2/y9vNe+nYmSZIkSZL6HM6YH5uBSyJiHjA/Mz9bLFpD5ZaUfde/Fbh1gH09ReURtvvO\nX0Slx0ff+48CHz3UNmv0OHPWRCaNa+TfV6znDWfNpKunl9seeIbfOKmNuVOOqnbzJEmSJEmjyFAM\nTrEFWDoE+5H2qq8LXnViGz98Yj29vcn3lq9l7dbdvOOVc6vdNEmSJEnSKHPY4UdmbslMww8Nufkn\nt7Fh+x6WPbeVW+77BTMnjuXVp0yrdrMkSZIkSaOMjyVRzbropDYAPv0fT3Hvkxt523lzqK/z8bWS\nJEmSpINj+KGaNbWlmTNmtfKvS5+jqb6Ot54z+6U3kiRJkiRpH4Yfqmnzi94fl718OlNbmqvcGkmS\nJEnSaGT4oZp22RkzGN/cwDUXHlvtpkiSJEmSRqlDftStNBJOmT6B/7z+4mo3Q5IkSZI0itnzQ5Ik\nSZIklZrhhyRJkiRJKjXDD0mSJEmSVGqGH5IkSZIkqdRKGX5ExOURsbCjo6PaTZEkSZIkSVVWyvAj\nM+/MzAWtra3VbookSZIkSaqyUoYfkiRJkiRJfQw/JEmSJElSqRl+SJIkSZKkUjP8kCRJkiRJpWb4\nIUmSJEmSSq2U4YePupUkSZIkSX1KGX74qFtJkiRJktSnlOGHJEmSJElSH8MPSZIkSZJUaoYfkiRJ\nkiSp1Aw/JEmSJElSqRl+SJIkSZKkUitl+OGjbiVJkiRJUp9Shh8+6laSJEmSJPUpZfghSZIkSZLU\nx/BDkiRJkiSVmuGHJEmSJEkqNcMPSZIkSZJUaoYfkiRJkiSp1Aw/JEmSJElSqRl+SJIkSZKkUitl\n+BERl0fEwo6Ojmo3RZIkSZIkVVkpw4/MvDMzF7S2tla7KZIkSZIkqcpKGX5IkiRJkiT1MfyQJEmS\nJEmlZvghSZIkSZJKzfBDkiRJkiSVmuGHJEmSJEkqNcMPSZIkSZJUaoYfkiRJkiSp1Aw/JEmSJElS\nqZUy/IiIyyNiYUdHR7WbIkmSJEmSqqyU4Udm3pmZC1pbW6vdFEmSJEmSVGWlDD8kSZIkSZL6GH5I\nkiRJkqRSM/yQJEmSJEmlZvghSZIkSZJKzfBDkiRJkiSVmuGHJEmSJEkqNcMPSZIkSZJUasMafkTE\nvIi4ej/z3xQRGRHt/ea9PyJWRsSKiLh4gP0dGxH3F+vdERFNw9h8SZIkSZJUAsMWfkTEdcB3gBsi\nYnFETC/mjwfeA9zfb93TgCuBlwGXAP8UEfX72e3HgL/LzBOAzcC1w9V+SZIkSZJUDsMSfhQBx/XA\n24EPAFcDO4rFN1AJMTr7bfIG4PbM3J2ZTwMrgXP32WcArwG+Usz6HPA7w9F+SZIkSZJUHsPV86MX\nSGAyQGauysxtEXE2MDszv7XP+jOB1f3eP1vM628KsCUzuwdZR5IkSZIk6UUahmOnmbkjIt4F3AhM\nj4jTgQ8CN1HpBTJsImIB8GfAxLa2tuE8lCRJkiRJGgWGbcyPzFwEvBn4ONBGJZA4HVgcEauAVwKL\nikFP1wCz+20+q5jX30ZgYkQ0DLIOmbkwM0/MzLY5c+YM4RlJkiRJkqTRaLjG/GiJiLnF223Ao8BR\nmTk1M+dl5jzgPuD1mbkEWARcGRHNEXEscCLwQP99ZmYC9wBXFLOuAr4xHO2XJEmSJEnlMSy3vQCN\nwCepjNMxFXgGeNtAK2fmsoj4ErAc6Ab+IDN7ACLi28A7M/M54C+A2yPiI8BDwKeHqf2SJEmSJKkk\notKhYph2HjEPmJ+Znx22gwyivb09lyxZUo1DS5IkSZKkQUTEg5nZPhLHGrYxPwpbgKXDfAxJkiRJ\nkqQBDddtLwBkpuGHJEmSJEmqquHu+SFJkiRJklRVhh+SJEmSJKnUDD8kSZIkSVKpGX5IkiRJkqRS\nM/yQJEmSJEmlZvghSZIkSZJKzfBDkiRJkiSVmuGHJEmSJEkqNcMPSZIkSZJUaqUMPyLi8ohY2NHR\nUe2mSJIkSZKkKitl+JGZd2bmgtbW1mo3RZIkSZIkVVkpww9JkiRJkqQ+hh+SJEmSJKnUDD8kSZIk\nSVKpGX5IkiRJkqRSM/yQJEmSJEmlZvghSZIkSZJKzfBDkiRJkiSVmuGHJEmSJEkqNcMPSZIkSZJU\naoYfkiRJkiSp1Aw/JEmSJElSqRl+SJIkSZKkUjP8kCRJkiRJpWb4IUmSJEmSSs3wQ5IkSZIklZrh\nhyRJkiRJKjXDD0mSJEmSVGqGH5IkSZIkqdQMPyRJkiRJUqkZfkiSJEmSpFIz/JAkSZIkSaVWyvAj\nIi6PiIUdHR3VbookSZIkSaqyUoYfmXlnZi5obW2tdlMkSZIkSVKVlTL8kCRJkiRJ6mP4IUmSJEmS\nSs3wQ5IkSZIklZrhhyRJkiRJKjXDD0mSJEmSVGqGH5IkSZIkqdQMPyRJkiRJUqkZfkiSJEmSpFIz\n/JAkSZIkSaVm+CFJkiRJkkrN8EOSJEmSJJWa4YckSZIkSSo1ww9JkiRJklRqhh+SJEmSJKnUDD8k\nSZIkSVKpGX5IkiRJkqRSM/yQJEmSJEmlZvghSZIkSZJKzfBDkiRJkiSVmuGHJEmSJEkqNcMPSZIk\nSZJUaoYfkiRJkiSp1Aw/JEmSJElSqQ1r+BER8yLi6n7vL4qIn0VEd0Rc0W/+WRHxk4hYFhEPR8Rb\nB9hfc0TcERErI+L+iJg3nO2XJEmSJEmj37CFHxFxHfAd4IaIWBwR04FngKuBL+6z+k7g9zLzZcAl\nwM0RMXE/u70W2JyZJwB/B3xsuNovSZIkSZLKoWE4dhoR44HrqQQZZwCLgR2Z+UKxvLf/+pn5eL/X\nz0XEOqAN2LLPrt8AfKh4/RXg/0VEZGYOw2lIkiRJkqQSGK6eH71AApMBMnNVZm47kA0j4lygCXhy\nP4tnAquLfXYDHcCUoWiwJEmSJEkqp2Hp+ZGZOyLiXcCNwPSIOB34YGbuHGy7iJgB3AJclZm9g607\nyD4WAAsA5syZcyi7kCRJkiRJJTJsY35k5iLgzcDHqdzC8qeDrR8RE4BvAX+ZmfcNsNoaYHaxfgPQ\nCmzc57gLM7M9M9vb2toO7yQkSZIkSdKoNyzhR0S0RMTc4u024FFg/CDrNwFfBz6fmV8ZZNeLgKuK\n11cAP3C8D0mSJEmSNJhhue0FaAQ+SWU8jqlUnvLytog4h0rIMQm4PCKuL57w8hbgImBKv0fjXp2Z\nSyPiw8CSoifJp4FbImIlsAm4cpjaL0mSJEmSSiKGs+NERMwD5mfmZ4ftIINob2/PJUuWVOPQkiRJ\nkiRpEBHxYGa2j8Sxhm3Mj8IWYOkwH0OSJEmSJGlAw3XbCwCZafghSZIkSZKqarh7fkiSJEmSJFWV\n4YckSZIkSSo1ww9JkiRJklRqhh+SJEmSJKnUDD8kSZIkSVKpGX5IkiRJkqRSM/yQJEmSJEmlZvgh\nSZIkSZJKzfBDkiRJkiSVWinDj4i4PCIWdnR0VLspkiRJkiSpykoZfmTmnZm5oLW1tdpNkSRJkiRJ\nVVbK8EOSJEmSJKmP4YckSZIkSSo1ww9JkiRJklRqhh+SJEmSJKnUDD8kSZIkSVKplTL88FG3kiRJ\nkiSpTynDDx91K0mSJEmS+pQy/JAkSZIkSepj+CFJkiRJkkrN8EOSJEmSJJWa4YckSZIkSSo1ww9J\nkiRJklRqpQw/fNStJEmSJEnqU8rww0fdSpIkSZKkPqUMPyRJkiRJkvoYfkiSJEmSpFIz/JAkSZIk\nSaVm+CFJkiRJkkrN8EOSJEmSJJWa4YckSZIkSSo1ww9JkiRJklRqpQw/IuLyiFjY0dFR7aZIkiRJ\nkqQqK2X4kZl3ZuaC1tbWajdFkiRJkiRVWSnDD0mSJEmSpD6GH5IkSZIkqdQMPyRJkiRJUqkZfkiS\nJEmSpFIz/JAkSZIkSaVm+CFJkiRJkkrN8EOSJEmSJJWa4YckSZIkSSq1UoYfEXF5RCzs6OiodlMk\nSZIkSVKVlTL8yMw7M3NBa2trtZsiSZIkSZKqrJThhyRJkiRJUh/DD0mSJEmSVGqGH5IkSZIkqdQM\nPyRJkiRJUqkZfkiSJEmSpFIz/JAkSZIkSaVm+CFJkiRJkkqtKuFHRMyLiKv3M/9NEZER0T7AdpdE\nxIqIWBkR7xv2hkqSJEmSpFFvxMOPiLgO+A5wQ0QsjojpxfzxwHuA+wfYrh74R+BS4DTgdyPitJFp\ntSRJkiRJGq1GNPwoAo7rgbcDHwCuBnYUi28APgZ0DrD5ucDKzHwqM/cAtwNvGNYGS5IkSZKkUW+k\ne370AglMBsjMVZm5LSLOBmZn5rcG2XYmsLrf+2eLeZIkSZIkSQNqGMmDZeaOiHgXcCMwPSJOBz4I\n3ESlF8hhi4gFwJ8BE4GuiHh4KParETcV2FDtRuiwWcfRybqVg3UsB+tYu6xNOVjH0cvalcPJI3Wg\nEQ0/ADJzURFIXA60UwkqTgcWRwTAdGBRRLw+M5f023QNMLvf+1nFvH33vxBYCBARSzJzv4OnqrZZ\nu3KwjqOTdSsH61gO1rF2WZtysI6jl7Urh4hY8tJrDY2RHvOjJSLmFm+3AY8CR2Xm1Mycl5nzgPuA\nfYMPgJ8CJ0bEsRHRBFwJLBqptkuSJEmSpNFppHt+NAKfBKZQ6ab0DPC2gVaOiGOAT2XmZZnZHRF/\nCNwF1AP/kpnLRqDNkiRJkiRpFBvpMT82A5dExDxgfmZ+dj/rzO/3+jngsn7vvw18+yAOufAQm6rq\ns3blYB1HJ+tWDtaxHKxj7bI25WAdRy9rVw4jVsfIzJE61i8PGjERmJeZS0f84JIkSZIk6YhSlfBD\nkiRJkiRppIzogKcvJSJmR8Q9EbE8IpZFxHuK+ZMj4u6IeKL4OamYf0pE/CQidkfEe/vtZ0xEPBAR\nPy/2c/0gx7yq2O8TEXFVv/lvjYiHi+0/NpznXQZVqt13I2JLRHxzn/nHRsT9EbEyIu4oBsjVAaix\nOv5hUcOMiKnDdc5lUGN1+0JErIiIRyLiXyKicbjOu2yGqo799lcfEQ/tW6N91hnoM/CjEbE6IrYP\nx7mWWa3UMSLGRcS3IuKxoh3/e7jOebSoldoU87/b7//af46I+uE45zKqpTr2W74oIh4ZyvMso1qq\nXUQsLn5fWVpM04bjnMuoxurYFBELI+Lx4vPuTYM2PjNrZgJmAGcXr8cDjwOnAR8H3lfMfx/wseL1\nNOAc4KPAe/vtJ4CW4nUjcD/wyv0cbzLwVPFzUvF6EpUBWZ8B2or1Pge8ttrXp5anka5dsfy1VB6Z\n/M195n8JuLJ4/c/AddW+PqNlqrE6/howD1gFTK32tanlqcbqdlmxnwBu89/fyNex3/7+BPjivjXq\nt3y/n4HFslcW7dle7esy2qZaqSMwDnh1sU4T8CPg0mpfH2uz99/YhOJnAF+l+L3FaXTVsVj+xmL7\nR6p9bWp9qqXaAYuB9mpfk9E41Vgdrwc+Uryu4yX+Zqipnh+Z+Xxm/qx43fco3JnAG6gEEBQ/f6dY\nZ11m/hTo2mc/mZl931Y1FtP+7u+5GLg7MzdlZTDWu4FLgOOAJzJzfbHe94DBU6QjXBVqR2Z+n8oj\nk/eKiABeA3xl32PqpdVKHYv5D2XmqsM9pyNBjdXt28V+EngAmHWYp3fEGKo6AkTELOC/AJ8a5JAD\nfQaSmfdl5vNDcmJHmFqpY2buzMx7imPsAX7GEf7vsVZqU+x7a7FOA5VwyvvQD1At1TEiWqj84faR\nITi10qul2unQ1VgdrwFuLI7Tm5kbBmt7TYUf/UXliTC/RuWbx6P7/RL2AnD0AWxfHxFLgXVULtb9\n+1ltJrC63/tni3krgZMjYl5ENFAp3OxDPJUjzgjVbiBTgC2Z2V2876upDlKV66hDVCt1i8rtLu8A\nvnso2x/pDreOwM3AnwO9g6wz0Geghkit1DEqA81fDnz/QNp9JKiF2kTEXVT+r93GL7+00UGogTre\nAPwfYOcBN1pATdQO4DPFLS8fKL5A1UGqZh2LzzaAGyLiZxHx5YgY9Jg1GX4UKepXgT/ul4wDlW8m\nOYB0PDN7MvMsKt9ynBsRpx/o8YtE6TrgDirdRFcBPQd8AkewatdOQ8M6jk41Vrd/An6YmT86xO2P\nWIdbx4j4bWBdZj44fK3US6mVOhZf4twG/N/MfOpw9lUWtVKbzLyYSvfxZiq9VnUQql3HiDgLOD4z\nv34o2x/Jql27wtsz8+XAq4rpHYexryNSDdSxgcrvq/dm5tnAT4C/HWyDmgs/im8Lvwp8ITO/Vsxe\nGxEziuUzqKTkByQztwD3AJdExHn9BrV5PbCGF/fomFXMIzPvzMzzMvN8YAWVe5k0iBGu3UA2AhOL\nX/agX011YGqkjjpItVS3iPgroI1KV2AdhCGq468Dr4+IVcDtwGsi4taD+QzU4amxOi6kcivvzYd9\nYiVQY7UhMzuBb1DpLq4DVCN1PB9oL7b/D+CkiFg8JCdYYjVSOzKz7+c2KuNNnDskJ3iEqJE6bqTS\n66rv+F8Gzh7sgDUVfhTdjT4NPJqZN/VbtAjoG9X1KiofEoPtp62vG0xEjAV+E3gsM+/PzLOKaRFw\nF/BbETEpKqPR/lYxjyhG/C3mv5vB70M64lWhdvtVpIz3AFcc6DH1S7VSRx2cWqpbRLyTyr2Zv5uZ\ng3Vh1D6Gqo6Z+f7MnJWZ84ArgR9k5n89mM9AHbpaqmNEfARoBf54CE9x1KqV2kRES78/EBqo3O/+\n2BCeaqnVSh0z8xOZeUyx/YXA45k5fwhPtXRqpXYR0RDFkwSLP+J/G/BpPQeoVupY/N13JzC/2OVr\ngeWDNj5rYMTYvonKfxwJPAwsLabLqIzj8H3gCSqDj04u1p9O5Z6frcCW4vUE4AzgoWI/jwAfHOSY\n11AZ42Ml8N/6zb+tuHjLcQTuWq3dj4D1wK5i+4uL+cdRGWhxJZUEsLna12e0TDVWxz8q3ncDzwGf\nqvb1qdWpxurWDTzZrx0D7sNpeOq4zz7nM8Do6cXygT4DP17sr7f4+aFqX5/RMtVKHal8M5ZUBqLr\na8c7q319rE1C5T74n/b7v/YfgIZqX5/RMtVKHfdZPg+f9jJqagccBTxYtGMZ8PdAfbWvz2iZaqWO\nxfy5wA+LtnwfmDNY26PYSJIkSZIkqZRq6rYXSZIkSZKkoWb4IUmSJEmSSs3wQ5IkSZIklZrhhyRJ\nkiRJKjXDD0mSJEmSVGqGH5IkSZIkqdQMPyRJkiRJUqkZfkiSJEmSpFL7/6RsX/a8arZbAAAAAElF\nTkSuQmCC\n", | |
"text/plain": [ | |
"<matplotlib.figure.Figure at 0x7f1d40cb9f98>" | |
] | |
}, | |
"metadata": {}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"plot_btc_price_history('2013-09', '2014-06', yticks=[4, 12, 40, 120, 400, 1200])" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 6, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"image/png": 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coo388erRnNi76IDvfahNX7aZi+94kct3epYXFm/kJ48v4JUVW8ltk8HZx3Xloyf0YHC3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\ngg==\n", | |
"text/plain": [ | |
"<matplotlib.figure.Figure at 0x7f1d40af3da0>" | |
] | |
}, | |
"metadata": {}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"plot_btc_price_history('2017-10', '2018-06', yticks=(60, 180, 600, 1800, 6000, 18000))" | |
] | |
} | |
], | |
"metadata": { | |
"kernelspec": { | |
"display_name": "Python 3", | |
"language": "python", | |
"name": "python3" | |
}, | |
"language_info": { | |
"codemirror_mode": { | |
"name": "ipython", | |
"version": 3 | |
}, | |
"file_extension": ".py", | |
"mimetype": "text/x-python", | |
"name": "python", | |
"nbconvert_exporter": "python", | |
"pygments_lexer": "ipython3", | |
"version": "3.6.3" | |
} | |
}, | |
"nbformat": 4, | |
"nbformat_minor": 2 | |
} |
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