2384 lines
96 KiB
Plaintext
2384 lines
96 KiB
Plaintext
|
{
|
||
|
|
"cells": [
|
||
|
|
{
|
||
|
|
"cell_type": "markdown",
|
||
|
|
"metadata": {},
|
||
|
|
"source": [
|
||
|
|
"# ohlcv"
|
||
|
|
]
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"cell_type": "code",
|
||
|
|
"execution_count": 1,
|
||
|
|
"metadata": {},
|
||
|
|
"outputs": [],
|
||
|
|
"source": [
|
||
|
|
"import vectorbt as vbt"
|
||
|
|
]
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"cell_type": "code",
|
||
|
|
"execution_count": 2,
|
||
|
|
"metadata": {
|
||
|
|
"Collapsed": "false"
|
||
|
|
},
|
||
|
|
"outputs": [],
|
||
|
|
"source": [
|
||
|
|
"import numpy as np\n",
|
||
|
|
"import pandas as pd\n",
|
||
|
|
"from datetime import datetime, timedelta\n",
|
||
|
|
"from numba import njit"
|
||
|
|
]
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"cell_type": "code",
|
||
|
|
"execution_count": 3,
|
||
|
|
"metadata": {},
|
||
|
|
"outputs": [
|
||
|
|
{
|
||
|
|
"name": "stdout",
|
||
|
|
"output_type": "stream",
|
||
|
|
"text": [
|
||
|
|
"Config({\n",
|
||
|
|
" \"open\": \"Open\",\n",
|
||
|
|
" \"high\": \"High\",\n",
|
||
|
|
" \"low\": \"Low\",\n",
|
||
|
|
" \"close\": \"Close\",\n",
|
||
|
|
" \"volume\": \"Volume\"\n",
|
||
|
|
"})\n"
|
||
|
|
]
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"source": [
|
||
|
|
"print(vbt.settings.ohlcv['column_names'])"
|
||
|
|
]
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"cell_type": "code",
|
||
|
|
"execution_count": 4,
|
||
|
|
"metadata": {},
|
||
|
|
"outputs": [
|
||
|
|
{
|
||
|
|
"name": "stdout",
|
||
|
|
"output_type": "stream",
|
||
|
|
"text": [
|
||
|
|
"Can only use .str accessor with string values!\n"
|
||
|
|
]
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"source": [
|
||
|
|
"try:\n",
|
||
|
|
" pd.DataFrame([1, 2, 3]).vbt.ohlcv.plot()\n",
|
||
|
|
"except Exception as e:\n",
|
||
|
|
" print(e) # couldn't find default column names"
|
||
|
|
]
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"cell_type": "code",
|
||
|
|
"execution_count": 5,
|
||
|
|
"metadata": {},
|
||
|
|
"outputs": [],
|
||
|
|
"source": [
|
||
|
|
"ohlcv_ts = pd.DataFrame({\n",
|
||
|
|
" 'open': [1, 2, 3], \n",
|
||
|
|
" 'high': [1, 2, 3], \n",
|
||
|
|
" 'low': [1, 2, 3], \n",
|
||
|
|
" 'close': [1, 2, 3], \n",
|
||
|
|
" 'volume': [1, 2, 3]\n",
|
||
|
|
"})"
|
||
|
|
]
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"cell_type": "code",
|
||
|
|
"execution_count": 6,
|
||
|
|
"metadata": {},
|
||
|
|
"outputs": [
|
||
|
|
{
|
||
|
|
"name": "stdout",
|
||
|
|
"output_type": "stream",
|
||
|
|
"text": [
|
||
|
|
" open high low close volume\n",
|
||
|
|
"2018-01-01 -0.385236 -0.339812 -0.941729 -1.058755 -0.881574\n",
|
||
|
|
"2018-01-02 -0.243403 0.210847 -0.408890 0.158420 -1.149656\n",
|
||
|
|
"2018-01-03 0.226744 1.207481 0.198341 1.168544 -2.071525\n",
|
||
|
|
"2018-01-04 0.407461 1.294365 -0.223333 0.946101 -2.218826\n",
|
||
|
|
"2018-01-05 1.221150 1.988841 0.810106 0.834179 -2.940705\n",
|
||
|
|
"2018-01-06 2.022596 2.046477 1.293526 2.013281 -2.689034\n",
|
||
|
|
"2018-01-07 2.724580 3.303932 1.976807 3.468771 -1.720546\n",
|
||
|
|
"2018-01-08 2.057622 2.410773 1.251777 2.269435 -0.980795\n",
|
||
|
|
"2018-01-09 1.607800 1.720066 1.169075 2.456895 -1.621470\n",
|
||
|
|
"2018-01-10 2.069398 2.516643 1.838688 1.776437 -1.282516\n"
|
||
|
|
]
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"source": [
|
||
|
|
"ohlcv_ts = pd.DataFrame(\n",
|
||
|
|
" columns=['open', 'high', 'low', 'close', 'volume'],\n",
|
||
|
|
" index=[datetime(2018, 1, 1) + timedelta(days=i) for i in range(10)]\n",
|
||
|
|
")\n",
|
||
|
|
"ohlcv_ts['open'] = np.cumsum(np.random.uniform(-0.8, 1, size=(10,)))\n",
|
||
|
|
"ohlcv_ts['close'] = ohlcv_ts['open'] + np.random.uniform(-1, 1, size=(10,))\n",
|
||
|
|
"ohlcv_ts['high'] = ohlcv_ts['open'] + np.random.uniform(0, 1, size=(10,))\n",
|
||
|
|
"ohlcv_ts['low'] = ohlcv_ts['open'] - np.random.uniform(0, 1, size=(10,))\n",
|
||
|
|
"ohlcv_ts['volume'] = np.cumsum(np.random.uniform(-1, 1, size=(10,)))\n",
|
||
|
|
"\n",
|
||
|
|
"print(ohlcv_ts)"
|
||
|
|
]
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"cell_type": "code",
|
||
|
|
"execution_count": 7,
|
||
|
|
"metadata": {},
|
||
|
|
"outputs": [],
|
||
|
|
"source": [
|
||
|
|
"try:\n",
|
||
|
|
" ohlcv_ts.vbt.ohlcv.plot()\n",
|
||
|
|
"except Exception as e:\n",
|
||
|
|
" print(e) # still couldn't find default column names"
|
||
|
|
]
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"cell_type": "code",
|
||
|
|
"execution_count": 8,
|
||
|
|
"metadata": {},
|
||
|
|
"outputs": [
|
||
|
|
{
|
||
|
|
"data": {
|
||
|
|
"image/svg+xml": [
|
||
|
|
"<svg class=\"main-svg\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"700\" height=\"350\" style=\"\" viewBox=\"0 0 700 350\"><rect x=\"0\" y=\"0\" width=\"700\" height=\"350\" style=\"fill: rgb(255, 255, 255); fill-opacity: 1;\"/><defs id=\"defs-52d278\"><g class=\"clips\"><clipPath id=\"clip52d278xyplot\" class=\"plotclip\"><rect width=\"640\" height=\"182.7\"/></clipPath><clipPath id=\"clip52d278x2y2plot\" class=\"plotclip\"><rect width=\"640\" height=\"78.3\"/></clipPath><clipPath class=\"axesclip\" id=\"clip52d278x\"><rect x=\"30\" y=\"0\" width=\"640\" height=\"350\"/></clipPath><clipPath class=\"axesclip\" id=\"clip52d278y\"><rect x=\"0\" y=\"46\" width=\"700\" height=\"182.7\"/></clipPath><clipPath class=\"axesclip\" id=\"clip52d278xy\"><rect x=\"30\" y=\"46\" width=\"640\" height=\"182.7\"/></clipPath><clipPath class=\"axesclip\" id=\"clip52d278y2\"><rect x=\"0\" y=\"228.7\" width=\"700\" height=\"78.3\"/></clipPath><clipPath class=\"axesclip\" id=\"clip52d278xy2\"><rect x=\"30\" y=\"228.7\" width=\"640\" height=\"78.3\"/></clipPath><clipPath class=\"axesclip\" id=\"clip52d278x2\"><rect x=\"30\" y=\"0\" width=\"640\" height=\"350\"/></clipPath><clipPath class=\"axesclip\" id=\"clip52d278x2y\"><rect x=\"30\" y=\"46\" width=\"640\" height=\"182.7\"/></clipPath><clipPath class=\"axesclip\" id=\"clip52d278x2y2\"><rect x=\"30\" y=\"228.7\" width=\"640\" height=\"78.3\"/></clipPath></g><g class=\"gradients\"/><g class=\"patterns\"/></defs><g class=\"bglayer\"><rect class=\"bg\" x=\"30\" y=\"46\" width=\"640\" height=\"182.7\" style=\"fill: rgb(229, 236, 246); fill-opacity: 1; stroke-width: 0;\"/><rect class=\"bg\" x=\"30\" y=\"228.7\" width=\"640\" height=\"78.3\" style=\"fill: rgb(229, 236, 246); fill-opacity: 1; stroke-width: 0;\"/></g><g class=\"layer-below\"><g class=\"imagelayer\"/><g class=\"shapelayer\"/></g><g class=\"cartesianlayer\"><g class=\"subplot xy\"><g class=\"layer-subplot\"><g class=\"shapelayer\"/><g class=\"imagelayer\"/></g><g class=\"gridlayer\"><g class=\"x\"><path class=\"xgrid crisp\" transform=\"translate(62,0)\" d=\"M0,46v182.7\" style=\"stroke: rgb(255, 255, 255); stroke-opacity: 1; stroke-width: 1px;\"/><path class=\"xgrid crisp\" transform=\"translate(190,0)\" d=\"M0,46v182.7\" style=\"stroke: rgb(255, 255, 255); stroke-opacity: 1; stroke-width: 1px;\"/><path class=\"xgrid crisp\" transform=\"translate(318,0)\" d=\"M0,46v182.7\" style=\"stroke: rgb(255, 255, 255); stroke-opacity: 1; stroke-width: 1px;\"/><path class=\"xgrid crisp\" transform=\"translate(446,0)\" d=\"M0,46v182.7\" style=\"stroke: rgb(255, 255, 255); stroke-opacity: 1; stroke-width: 1px;\"/><path class=\"xgrid crisp\" transform=\"translate(574,0)\" d=\"M0,46v182.7\" style=\"stroke: rgb(255, 255, 255); stroke-opacity: 1; stroke-width: 1px;\"/></g><g class=\"y\"><path class=\"ygrid crisp\" transform=\"translate(0,221.82)\" d=\"M30,0h640\" style=\"stroke: rgb(255, 255, 255); stroke-opacity: 1; stroke-width: 1px;\"/><path class=\"ygrid crisp\" transform=\"translate(0,144.36)\" d=\"M30,0h640\" style=\"stroke: rgb(255, 255, 255); stroke-opacity: 1; stroke-width: 1px;\"/><path class=\"ygrid crisp\" transform=\"translate(0,105.63)\" d=\"M30,0h640\" style=\"stroke: rgb(255, 255, 255); stroke-opacity: 1; stroke-width: 1px;\"/><path class=\"ygrid crisp\" transform=\"translate(0,66.91)\" d=\"M30,0h640\" style=\"stroke: rgb(255, 255, 255); stroke-opacity: 1; stroke-width: 1px;\"/></g></g><g class=\"zerolinelayer\"><path class=\"yzl zl crisp\" transform=\"translate(0,183.09)\" d=\"M30,0h640\" style=\"stroke: rgb(255, 255, 255); stroke-opacity: 1; stroke-width: 2px;\"/></g><path class=\"xlines-below\"/><path class=\"ylines-below\"/><g class=\"overlines-below\"/><g class=\"xaxislayer-below\"/><g class=\"yaxislayer-below\"/><g class=\"overaxes-below\"/><g class=\"plot\" transform=\"translate(30,46)\" clip-path=\"url(#clip52d278xyplot)\"><g class=\"ohlclayer mlayer\"><g class=\"trace ohlc\" style=\"opacity: 1;\"><path d=\"M12.8,152.01H32M32,150.25V173.57M51.2,178.1H32\" style=\"fill: none
|
||
|
|
]
|
||
|
|
},
|
||
|
|
"metadata": {},
|
||
|
|
"output_type": "display_data"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"source": [
|
||
|
|
"# Specify them manually\n",
|
||
|
|
"ohlcv_ts.vbt.ohlcv(column_names={\n",
|
||
|
|
" 'open': 'open', \n",
|
||
|
|
" 'high': 'high', \n",
|
||
|
|
" 'low': 'low', \n",
|
||
|
|
" 'close': 'close', \n",
|
||
|
|
" 'volume': 'volume'\n",
|
||
|
|
"}).plot().show_svg()"
|
||
|
|
]
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"cell_type": "code",
|
||
|
|
"execution_count": 9,
|
||
|
|
"metadata": {},
|
||
|
|
"outputs": [],
|
||
|
|
"source": [
|
||
|
|
"# Or by changing the defaults\n",
|
||
|
|
"vbt.settings.ohlcv['column_names'] = {\n",
|
||
|
|
" 'open': 'open', \n",
|
||
|
|
" 'high': 'high', \n",
|
||
|
|
" 'low': 'low', \n",
|
||
|
|
" 'close': 'close', \n",
|
||
|
|
" 'volume': 'volume'\n",
|
||
|
|
"}"
|
||
|
|
]
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"cell_type": "code",
|
||
|
|
"execution_count": 10,
|
||
|
|
"metadata": {},
|
||
|
|
"outputs": [
|
||
|
|
{
|
||
|
|
"data": {
|
||
|
|
"image/svg+xml": [
|
||
|
|
"<svg class=\"main-svg\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"700\" height=\"350\" style=\"\" viewBox=\"0 0 700 350\"><rect x=\"0\" y=\"0\" width=\"700\" height=\"350\" style=\"fill: rgb(255, 255, 255); fill-opacity: 1;\"/><defs id=\"defs-06a167\"><g class=\"clips\"><clipPath id=\"clip06a167xyplot\" class=\"plotclip\"><rect width=\"640\" height=\"182.7\"/></clipPath><clipPath id=\"clip06a167x2y2plot\" class=\"plotclip\"><rect width=\"640\" height=\"78.3\"/></clipPath><clipPath class=\"axesclip\" id=\"clip06a167x\"><rect x=\"30\" y=\"0\" width=\"640\" height=\"350\"/></clipPath><clipPath class=\"axesclip\" id=\"clip06a167y\"><rect x=\"0\" y=\"46\" width=\"700\" height=\"182.7\"/></clipPath><clipPath class=\"axesclip\" id=\"clip06a167xy\"><rect x=\"30\" y=\"46\" width=\"640\" height=\"182.7\"/></clipPath><clipPath class=\"axesclip\" id=\"clip06a167y2\"><rect x=\"0\" y=\"228.7\" width=\"700\" height=\"78.3\"/></clipPath><clipPath class=\"axesclip\" id=\"clip06a167xy2\"><rect x=\"30\" y=\"228.7\" width=\"640\" height=\"78.3\"/></clipPath><clipPath class=\"axesclip\" id=\"clip06a167x2\"><rect x=\"30\" y=\"0\" width=\"640\" height=\"350\"/></clipPath><clipPath class=\"axesclip\" id=\"clip06a167x2y\"><rect x=\"30\" y=\"46\" width=\"640\" height=\"182.7\"/></clipPath><clipPath class=\"axesclip\" id=\"clip06a167x2y2\"><rect x=\"30\" y=\"228.7\" width=\"640\" height=\"78.3\"/></clipPath></g><g class=\"gradients\"/><g class=\"patterns\"/></defs><g class=\"bglayer\"><rect class=\"bg\" x=\"30\" y=\"46\" width=\"640\" height=\"182.7\" style=\"fill: rgb(229, 236, 246); fill-opacity: 1; stroke-width: 0;\"/><rect class=\"bg\" x=\"30\" y=\"228.7\" width=\"640\" height=\"78.3\" style=\"fill: rgb(229, 236, 246); fill-opacity: 1; stroke-width: 0;\"/></g><g class=\"layer-below\"><g class=\"imagelayer\"/><g class=\"shapelayer\"/></g><g class=\"cartesianlayer\"><g class=\"subplot xy\"><g class=\"layer-subplot\"><g class=\"shapelayer\"/><g class=\"imagelayer\"/></g><g class=\"gridlayer\"><g class=\"x\"><path class=\"xgrid crisp\" transform=\"translate(62,0)\" d=\"M0,46v182.7\" style=\"stroke: rgb(255, 255, 255); stroke-opacity: 1; stroke-width: 1px;\"/><path class=\"xgrid crisp\" transform=\"translate(190,0)\" d=\"M0,46v182.7\" style=\"stroke: rgb(255, 255, 255); stroke-opacity: 1; stroke-width: 1px;\"/><path class=\"xgrid crisp\" transform=\"translate(318,0)\" d=\"M0,46v182.7\" style=\"stroke: rgb(255, 255, 255); stroke-opacity: 1; stroke-width: 1px;\"/><path class=\"xgrid crisp\" transform=\"translate(446,0)\" d=\"M0,46v182.7\" style=\"stroke: rgb(255, 255, 255); stroke-opacity: 1; stroke-width: 1px;\"/><path class=\"xgrid crisp\" transform=\"translate(574,0)\" d=\"M0,46v182.7\" style=\"stroke: rgb(255, 255, 255); stroke-opacity: 1; stroke-width: 1px;\"/></g><g class=\"y\"><path class=\"ygrid crisp\" transform=\"translate(0,221.82)\" d=\"M30,0h640\" style=\"stroke: rgb(255, 255, 255); stroke-opacity: 1; stroke-width: 1px;\"/><path class=\"ygrid crisp\" transform=\"translate(0,144.36)\" d=\"M30,0h640\" style=\"stroke: rgb(255, 255, 255); stroke-opacity: 1; stroke-width: 1px;\"/><path class=\"ygrid crisp\" transform=\"translate(0,105.63)\" d=\"M30,0h640\" style=\"stroke: rgb(255, 255, 255); stroke-opacity: 1; stroke-width: 1px;\"/><path class=\"ygrid crisp\" transform=\"translate(0,66.91)\" d=\"M30,0h640\" style=\"stroke: rgb(255, 255, 255); stroke-opacity: 1; stroke-width: 1px;\"/></g></g><g class=\"zerolinelayer\"><path class=\"yzl zl crisp\" transform=\"translate(0,183.09)\" d=\"M30,0h640\" style=\"stroke: rgb(255, 255, 255); stroke-opacity: 1; stroke-width: 2px;\"/></g><path class=\"xlines-below\"/><path class=\"ylines-below\"/><g class=\"overlines-below\"/><g class=\"xaxislayer-below\"/><g class=\"yaxislayer-below\"/><g class=\"overaxes-below\"/><g class=\"plot\" transform=\"translate(30,46)\" clip-path=\"url(#clip06a167xyplot)\"><g class=\"ohlclayer mlayer\"><g class=\"trace ohlc\" style=\"opacity: 1;\"><path d=\"M12.8,152.01H32M32,150.25V173.57M51.2,178.1H32\" style=\"fill: none
|
||
|
|
]
|
||
|
|
},
|
||
|
|
"metadata": {},
|
||
|
|
"output_type": "display_data"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"source": [
|
||
|
|
"ohlcv_ts.vbt.ohlcv.plot().show_svg()"
|
||
|
|
]
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"cell_type": "code",
|
||
|
|
"execution_count": 11,
|
||
|
|
"metadata": {},
|
||
|
|
"outputs": [
|
||
|
|
{
|
||
|
|
"data": {
|
||
|
|
"text/plain": [
|
||
|
|
"Start 2018-01-01 00:00:00\n",
|
||
|
|
"End 2018-01-10 00:00:00\n",
|
||
|
|
"Period 10 days 00:00:00\n",
|
||
|
|
"First Price -0.385236\n",
|
||
|
|
"Lowest Price -1.058755\n",
|
||
|
|
"Highest Price 3.468771\n",
|
||
|
|
"Last Price 1.776437\n",
|
||
|
|
"First Volume -0.881574\n",
|
||
|
|
"Lowest Volume -2.940705\n",
|
||
|
|
"Highest Volume -0.881574\n",
|
||
|
|
"Last Volume -1.282516\n",
|
||
|
|
"Name: agg_func_mean, dtype: object"
|
||
|
|
]
|
||
|
|
},
|
||
|
|
"execution_count": 11,
|
||
|
|
"metadata": {},
|
||
|
|
"output_type": "execute_result"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"source": [
|
||
|
|
"ohlcv_ts.vbt.ohlcv.stats()"
|
||
|
|
]
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"cell_type": "code",
|
||
|
|
"execution_count": 14,
|
||
|
|
"metadata": {},
|
||
|
|
"outputs": [
|
||
|
|
{
|
||
|
|
"name": "stdout",
|
||
|
|
"output_type": "stream",
|
||
|
|
"text": [
|
||
|
|
"7.62 ms ± 11.2 µs per loop (mean ± std. dev. of 7 runs, 100 loops each)\n"
|
||
|
|
]
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"source": [
|
||
|
|
"big_ohlcv_ts = pd.DataFrame(np.random.uniform(1, 2, (10000, 5)), columns=ohlcv_ts.columns)\n",
|
||
|
|
"\n",
|
||
|
|
"%timeit big_ohlcv_ts.vbt.ohlcv.stats()"
|
||
|
|
]
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"cell_type": "code",
|
||
|
|
"execution_count": 12,
|
||
|
|
"metadata": {},
|
||
|
|
"outputs": [
|
||
|
|
{
|
||
|
|
"data": {
|
||
|
|
"image/svg+xml": [
|
||
|
|
"<svg class=\"main-svg\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"750\" height=\"380\" style=\"\" viewBox=\"0 0 750 380\"><rect x=\"0\" y=\"0\" width=\"750\" height=\"380\" style=\"fill: rgb(255, 255, 255); fill-opacity: 1;\"/><defs id=\"defs-0ee5bf\"><g class=\"clips\"><clipPath id=\"clip0ee5bfxyplot\" class=\"plotclip\"><rect width=\"690\" height=\"245\"/></clipPath><clipPath class=\"axesclip\" id=\"clip0ee5bfx\"><rect x=\"30\" y=\"0\" width=\"690\" height=\"380\"/></clipPath><clipPath class=\"axesclip\" id=\"clip0ee5bfy\"><rect x=\"0\" y=\"67\" width=\"750\" height=\"245\"/></clipPath><clipPath class=\"axesclip\" id=\"clip0ee5bfxy\"><rect x=\"30\" y=\"67\" width=\"690\" height=\"245\"/></clipPath></g><g class=\"gradients\"/><g class=\"patterns\"/></defs><g class=\"bglayer\"><rect class=\"bg\" x=\"30\" y=\"67\" width=\"690\" height=\"245\" style=\"fill: rgb(229, 236, 246); fill-opacity: 1; stroke-width: 0;\"/></g><g class=\"layer-below\"><g class=\"imagelayer\"/><g class=\"shapelayer\"/></g><g class=\"cartesianlayer\"><g class=\"subplot xy\"><g class=\"layer-subplot\"><g class=\"shapelayer\"/><g class=\"imagelayer\"/></g><g class=\"gridlayer\"><g class=\"x\"><path class=\"xgrid crisp\" transform=\"translate(64.5,0)\" d=\"M0,67v245\" style=\"stroke: rgb(255, 255, 255); stroke-opacity: 1; stroke-width: 1px;\"/><path class=\"xgrid crisp\" transform=\"translate(202.5,0)\" d=\"M0,67v245\" style=\"stroke: rgb(255, 255, 255); stroke-opacity: 1; stroke-width: 1px;\"/><path class=\"xgrid crisp\" transform=\"translate(340.5,0)\" d=\"M0,67v245\" style=\"stroke: rgb(255, 255, 255); stroke-opacity: 1; stroke-width: 1px;\"/><path class=\"xgrid crisp\" transform=\"translate(478.5,0)\" d=\"M0,67v245\" style=\"stroke: rgb(255, 255, 255); stroke-opacity: 1; stroke-width: 1px;\"/><path class=\"xgrid crisp\" transform=\"translate(616.5,0)\" d=\"M0,67v245\" style=\"stroke: rgb(255, 255, 255); stroke-opacity: 1; stroke-width: 1px;\"/></g><g class=\"y\"><path class=\"ygrid crisp\" transform=\"translate(0,302.78)\" d=\"M30,0h690\" style=\"stroke: rgb(255, 255, 255); stroke-opacity: 1; stroke-width: 1px;\"/><path class=\"ygrid crisp\" transform=\"translate(0,198.91)\" d=\"M30,0h690\" style=\"stroke: rgb(255, 255, 255); stroke-opacity: 1; stroke-width: 1px;\"/><path class=\"ygrid crisp\" transform=\"translate(0,146.97)\" d=\"M30,0h690\" style=\"stroke: rgb(255, 255, 255); stroke-opacity: 1; stroke-width: 1px;\"/><path class=\"ygrid crisp\" transform=\"translate(0,95.03)\" d=\"M30,0h690\" style=\"stroke: rgb(255, 255, 255); stroke-opacity: 1; stroke-width: 1px;\"/></g></g><g class=\"zerolinelayer\"><path class=\"yzl zl crisp\" transform=\"translate(0,250.84)\" d=\"M30,0h690\" style=\"stroke: rgb(255, 255, 255); stroke-opacity: 1; stroke-width: 2px;\"/></g><path class=\"xlines-below\"/><path class=\"ylines-below\"/><g class=\"overlines-below\"/><g class=\"xaxislayer-below\"/><g class=\"yaxislayer-below\"/><g class=\"overaxes-below\"/><g class=\"plot\" transform=\"translate(30,67)\" clip-path=\"url(#clip0ee5bfxyplot)\"><g class=\"ohlclayer mlayer\"><g class=\"trace ohlc\" style=\"opacity: 1;\"><path d=\"M13.8,203.85H34.5M34.5,201.49V232.75M55.2,238.83H34.5\" style=\"fill: none; stroke: rgb(217, 95, 2); stroke-opacity: 1; stroke-width: 2px; opacity: 1;\"/><path d=\"M82.8,196.48H103.5M103.5,172.89V205.08M124.2,175.61H103.5\" style=\"fill: none; stroke: rgb(27, 158, 118); stroke-opacity: 1; stroke-width: 2px; opacity: 1;\"/><path d=\"M151.8,172.06H172.5M172.5,121.13V173.54M193.2,123.15H172.5\" style=\"fill: none; stroke: rgb(27, 158, 118); stroke-opacity: 1; stroke-width: 2px; opacity: 1;\"/><path d=\"M220.8,162.68H241.5M241.5,116.62V195.44M262.2,134.7H241.5\" style=\"fill: none; stroke: rgb(27, 158, 118); stroke-opacity: 1; stroke-width: 2px; opacity: 1;\"/><path d=\"M289.8,120.42H310.5M310.5,80.55V141.77M331.2,140.52H310.5\" style=\"fill: none; stroke: rgb(217, 95, 2); stroke-opacity: 1; stroke-width: 2px; opacity: 1;\"/><path d=\"M358.8,78.8H379.5M379.5,77.56V116.66M400.2,79.28H379.5\" style
|
||
|
|
]
|
||
|
|
},
|
||
|
|
"metadata": {},
|
||
|
|
"output_type": "display_data"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"source": [
|
||
|
|
"ohlcv_ts.vbt.ohlcv.plots().show_svg()"
|
||
|
|
]
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"cell_type": "code",
|
||
|
|
"execution_count": null,
|
||
|
|
"metadata": {},
|
||
|
|
"outputs": [],
|
||
|
|
"source": []
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"metadata": {
|
||
|
|
"kernelspec": {
|
||
|
|
"display_name": "Python 3 (ipykernel)",
|
||
|
|
"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": "3.7.3"
|
||
|
|
},
|
||
|
|
"widgets": {
|
||
|
|
"application/vnd.jupyter.widget-state+json": {
|
||
|
|
"state": {
|
||
|
|
"2e398c67d83547b7b18c2c71eee3d13d": {
|
||
|
|
"buffers": [
|
||
|
|
{
|
||
|
|
"data": "RnjBo8Yt7r/6/PV6zpbIv14H7K6rSuG/zMS+hM8q2j/K8wKK0ZHhPwO+H4Tjfue/FB9ziWca8L9dbsMziiHwP2jOsMtmhbq/THo0sY8X9T8=",
|
||
|
|
"encoding": "base64",
|
||
|
|
"path": [
|
||
|
|
"_data",
|
||
|
|
0,
|
||
|
|
"close",
|
||
|
|
"value"
|
||
|
|
]
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"data": "G2yPWXSX1L805X9UXv3kP3vxHYb7PeI/BCY+QDzJzj9ydwtWve/jP0D/4SSIStE/jM9Ijb2Wyj/JglqsK/rwP0UwfFFgY/E/nwQuay63AEA=",
|
||
|
|
"encoding": "base64",
|
||
|
|
"path": [
|
||
|
|
"_data",
|
||
|
|
0,
|
||
|
|
"high",
|
||
|
|
"value"
|
||
|
|
]
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"data": "uoy35UmW5r8uuPRCrXjCvywfntNQXva/gRfybgry7b+M0GcYG03cv0il/ILWFeO/kTFfYU9k7790CRb/61jFv3flYrjYnem/3OZTbr4e6T8=",
|
||
|
|
"encoding": "base64",
|
||
|
|
"path": [
|
||
|
|
"_data",
|
||
|
|
0,
|
||
|
|
"low",
|
||
|
|
"value"
|
||
|
|
]
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"data": "/b3pTFEl279cSb9dazSzP+wJwCcrxNq/AFDbzy2Fab8Mvy53ApnTP5JH+gNKbtK/AMob9Zy9z7+mipGviqnkPxzi2mPs7cI/Guaczvmb8T8=",
|
||
|
|
"encoding": "base64",
|
||
|
|
"path": [
|
||
|
|
"_data",
|
||
|
|
0,
|
||
|
|
"open",
|
||
|
|
"value"
|
||
|
|
]
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"data": "HCrjrash4T/QOMtYcTTCP4KfTWJ92+G/EBxBYKG5+L+iVW+Wi5P7v0PV/JMP8fO/nnZcSFR+/b+Tj20F8pj8vze5F96ASwHAcyrG2aX8/r8=",
|
||
|
|
"encoding": "base64",
|
||
|
|
"path": [
|
||
|
|
"_data",
|
||
|
|
1,
|
||
|
|
"y",
|
||
|
|
"value"
|
||
|
|
]
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"model_module": "plotlywidget",
|
||
|
|
"model_module_version": "^4.12.0",
|
||
|
|
"model_name": "FigureModel",
|
||
|
|
"state": {
|
||
|
|
"_config": {
|
||
|
|
"plotlyServerURL": "https://plot.ly"
|
||
|
|
},
|
||
|
|
"_data": [
|
||
|
|
{
|
||
|
|
"close": {
|
||
|
|
"dtype": "float64",
|
||
|
|
"shape": [
|
||
|
|
10
|
||
|
|
],
|
||
|
|
"value": {}
|
||
|
|
},
|
||
|
|
"decreasing": {
|
||
|
|
"line": {
|
||
|
|
"color": "#d95f02"
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"high": {
|
||
|
|
"dtype": "float64",
|
||
|
|
"shape": [
|
||
|
|
10
|
||
|
|
],
|
||
|
|
"value": {}
|
||
|
|
},
|
||
|
|
"increasing": {
|
||
|
|
"line": {
|
||
|
|
"color": "#1b9e76"
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"low": {
|
||
|
|
"dtype": "float64",
|
||
|
|
"shape": [
|
||
|
|
10
|
||
|
|
],
|
||
|
|
"value": {}
|
||
|
|
},
|
||
|
|
"name": "OHLC",
|
||
|
|
"open": {
|
||
|
|
"dtype": "float64",
|
||
|
|
"shape": [
|
||
|
|
10
|
||
|
|
],
|
||
|
|
"value": {}
|
||
|
|
},
|
||
|
|
"type": "ohlc",
|
||
|
|
"uid": "08dcba2b-99cf-4032-bf56-b75e9437eb59",
|
||
|
|
"x": [
|
||
|
|
"2018-01-01T00:00:00.000000",
|
||
|
|
"2018-01-02T00:00:00.000000",
|
||
|
|
"2018-01-03T00:00:00.000000",
|
||
|
|
"2018-01-04T00:00:00.000000",
|
||
|
|
"2018-01-05T00:00:00.000000",
|
||
|
|
"2018-01-06T00:00:00.000000",
|
||
|
|
"2018-01-07T00:00:00.000000",
|
||
|
|
"2018-01-08T00:00:00.000000",
|
||
|
|
"2018-01-09T00:00:00.000000",
|
||
|
|
"2018-01-10T00:00:00.000000"
|
||
|
|
],
|
||
|
|
"xaxis": "x",
|
||
|
|
"yaxis": "y2"
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"marker": {
|
||
|
|
"color": [
|
||
|
|
"#d95f02",
|
||
|
|
"#d95f02",
|
||
|
|
"#d95f02",
|
||
|
|
"#1b9e76",
|
||
|
|
"#1b9e76",
|
||
|
|
"#d95f02",
|
||
|
|
"#d95f02",
|
||
|
|
"#1b9e76",
|
||
|
|
"#d95f02",
|
||
|
|
"#1b9e76"
|
||
|
|
],
|
||
|
|
"line": {
|
||
|
|
"width": 0
|
||
|
|
},
|
||
|
|
"opacity": 0.7
|
||
|
|
},
|
||
|
|
"name": "Volume",
|
||
|
|
"type": "bar",
|
||
|
|
"uid": "b7b27803-d0f2-4141-8e61-edaabd1d9a8e",
|
||
|
|
"x": [
|
||
|
|
"2018-01-01T00:00:00.000000",
|
||
|
|
"2018-01-02T00:00:00.000000",
|
||
|
|
"2018-01-03T00:00:00.000000",
|
||
|
|
"2018-01-04T00:00:00.000000",
|
||
|
|
"2018-01-05T00:00:00.000000",
|
||
|
|
"2018-01-06T00:00:00.000000",
|
||
|
|
"2018-01-07T00:00:00.000000",
|
||
|
|
"2018-01-08T00:00:00.000000",
|
||
|
|
"2018-01-09T00:00:00.000000",
|
||
|
|
"2018-01-10T00:00:00.000000"
|
||
|
|
],
|
||
|
|
"xaxis": "x",
|
||
|
|
"y": {
|
||
|
|
"dtype": "float64",
|
||
|
|
"shape": [
|
||
|
|
10
|
||
|
|
],
|
||
|
|
"value": {}
|
||
|
|
},
|
||
|
|
"yaxis": "y"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"_js2py_layoutDelta": {},
|
||
|
|
"_js2py_pointsCallback": {},
|
||
|
|
"_js2py_relayout": {},
|
||
|
|
"_js2py_restyle": {},
|
||
|
|
"_js2py_traceDeltas": {},
|
||
|
|
"_js2py_update": {},
|
||
|
|
"_last_layout_edit_id": 6,
|
||
|
|
"_last_trace_edit_id": 6,
|
||
|
|
"_layout": {
|
||
|
|
"autosize": false,
|
||
|
|
"bargap": 0,
|
||
|
|
"colorway": [
|
||
|
|
"#1f77b4",
|
||
|
|
"#ff7f0e",
|
||
|
|
"#2ca02c",
|
||
|
|
"#dc3912",
|
||
|
|
"#9467bd",
|
||
|
|
"#8c564b",
|
||
|
|
"#e377c2",
|
||
|
|
"#7f7f7f",
|
||
|
|
"#bcbd22",
|
||
|
|
"#17becf"
|
||
|
|
],
|
||
|
|
"height": 350,
|
||
|
|
"hovermode": "closest",
|
||
|
|
"legend": {
|
||
|
|
"orientation": "h",
|
||
|
|
"traceorder": "normal",
|
||
|
|
"x": 1,
|
||
|
|
"xanchor": "right",
|
||
|
|
"y": 1.02,
|
||
|
|
"yanchor": "bottom"
|
||
|
|
},
|
||
|
|
"margin": {
|
||
|
|
"b": 30,
|
||
|
|
"l": 30,
|
||
|
|
"r": 30,
|
||
|
|
"t": 30
|
||
|
|
},
|
||
|
|
"showlegend": true,
|
||
|
|
"template": {
|
||
|
|
"data": {
|
||
|
|
"bar": [
|
||
|
|
{
|
||
|
|
"error_x": {
|
||
|
|
"color": "#2a3f5f"
|
||
|
|
},
|
||
|
|
"error_y": {
|
||
|
|
"color": "#2a3f5f"
|
||
|
|
},
|
||
|
|
"marker": {
|
||
|
|
"line": {
|
||
|
|
"color": "#E5ECF6",
|
||
|
|
"width": 0.5
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"type": "bar"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"barpolar": [
|
||
|
|
{
|
||
|
|
"marker": {
|
||
|
|
"line": {
|
||
|
|
"color": "#E5ECF6",
|
||
|
|
"width": 0.5
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"type": "barpolar"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"carpet": [
|
||
|
|
{
|
||
|
|
"aaxis": {
|
||
|
|
"endlinecolor": "#2a3f5f",
|
||
|
|
"gridcolor": "white",
|
||
|
|
"linecolor": "white",
|
||
|
|
"minorgridcolor": "white",
|
||
|
|
"startlinecolor": "#2a3f5f"
|
||
|
|
},
|
||
|
|
"baxis": {
|
||
|
|
"endlinecolor": "#2a3f5f",
|
||
|
|
"gridcolor": "white",
|
||
|
|
"linecolor": "white",
|
||
|
|
"minorgridcolor": "white",
|
||
|
|
"startlinecolor": "#2a3f5f"
|
||
|
|
},
|
||
|
|
"type": "carpet"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"choropleth": [
|
||
|
|
{
|
||
|
|
"colorbar": {
|
||
|
|
"outlinewidth": 0,
|
||
|
|
"ticks": ""
|
||
|
|
},
|
||
|
|
"type": "choropleth"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"contour": [
|
||
|
|
{
|
||
|
|
"colorbar": {
|
||
|
|
"outlinewidth": 0,
|
||
|
|
"ticks": ""
|
||
|
|
},
|
||
|
|
"colorscale": [
|
||
|
|
[
|
||
|
|
0,
|
||
|
|
"#0d0887"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.1111111111111111,
|
||
|
|
"#46039f"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.2222222222222222,
|
||
|
|
"#7201a8"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.3333333333333333,
|
||
|
|
"#9c179e"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.4444444444444444,
|
||
|
|
"#bd3786"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.5555555555555556,
|
||
|
|
"#d8576b"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.6666666666666666,
|
||
|
|
"#ed7953"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.7777777777777778,
|
||
|
|
"#fb9f3a"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.8888888888888888,
|
||
|
|
"#fdca26"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
1,
|
||
|
|
"#f0f921"
|
||
|
|
]
|
||
|
|
],
|
||
|
|
"type": "contour"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"contourcarpet": [
|
||
|
|
{
|
||
|
|
"colorbar": {
|
||
|
|
"outlinewidth": 0,
|
||
|
|
"ticks": ""
|
||
|
|
},
|
||
|
|
"type": "contourcarpet"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"heatmap": [
|
||
|
|
{
|
||
|
|
"colorbar": {
|
||
|
|
"outlinewidth": 0,
|
||
|
|
"ticks": ""
|
||
|
|
},
|
||
|
|
"colorscale": [
|
||
|
|
[
|
||
|
|
0,
|
||
|
|
"#0d0887"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.1111111111111111,
|
||
|
|
"#46039f"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.2222222222222222,
|
||
|
|
"#7201a8"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.3333333333333333,
|
||
|
|
"#9c179e"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.4444444444444444,
|
||
|
|
"#bd3786"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.5555555555555556,
|
||
|
|
"#d8576b"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.6666666666666666,
|
||
|
|
"#ed7953"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.7777777777777778,
|
||
|
|
"#fb9f3a"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.8888888888888888,
|
||
|
|
"#fdca26"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
1,
|
||
|
|
"#f0f921"
|
||
|
|
]
|
||
|
|
],
|
||
|
|
"type": "heatmap"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"heatmapgl": [
|
||
|
|
{
|
||
|
|
"colorbar": {
|
||
|
|
"outlinewidth": 0,
|
||
|
|
"ticks": ""
|
||
|
|
},
|
||
|
|
"colorscale": [
|
||
|
|
[
|
||
|
|
0,
|
||
|
|
"#0d0887"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.1111111111111111,
|
||
|
|
"#46039f"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.2222222222222222,
|
||
|
|
"#7201a8"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.3333333333333333,
|
||
|
|
"#9c179e"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.4444444444444444,
|
||
|
|
"#bd3786"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.5555555555555556,
|
||
|
|
"#d8576b"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.6666666666666666,
|
||
|
|
"#ed7953"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.7777777777777778,
|
||
|
|
"#fb9f3a"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.8888888888888888,
|
||
|
|
"#fdca26"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
1,
|
||
|
|
"#f0f921"
|
||
|
|
]
|
||
|
|
],
|
||
|
|
"type": "heatmapgl"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"histogram": [
|
||
|
|
{
|
||
|
|
"marker": {
|
||
|
|
"colorbar": {
|
||
|
|
"outlinewidth": 0,
|
||
|
|
"ticks": ""
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"type": "histogram"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"histogram2d": [
|
||
|
|
{
|
||
|
|
"colorbar": {
|
||
|
|
"outlinewidth": 0,
|
||
|
|
"ticks": ""
|
||
|
|
},
|
||
|
|
"colorscale": [
|
||
|
|
[
|
||
|
|
0,
|
||
|
|
"#0d0887"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.1111111111111111,
|
||
|
|
"#46039f"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.2222222222222222,
|
||
|
|
"#7201a8"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.3333333333333333,
|
||
|
|
"#9c179e"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.4444444444444444,
|
||
|
|
"#bd3786"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.5555555555555556,
|
||
|
|
"#d8576b"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.6666666666666666,
|
||
|
|
"#ed7953"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.7777777777777778,
|
||
|
|
"#fb9f3a"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.8888888888888888,
|
||
|
|
"#fdca26"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
1,
|
||
|
|
"#f0f921"
|
||
|
|
]
|
||
|
|
],
|
||
|
|
"type": "histogram2d"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"histogram2dcontour": [
|
||
|
|
{
|
||
|
|
"colorbar": {
|
||
|
|
"outlinewidth": 0,
|
||
|
|
"ticks": ""
|
||
|
|
},
|
||
|
|
"colorscale": [
|
||
|
|
[
|
||
|
|
0,
|
||
|
|
"#0d0887"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.1111111111111111,
|
||
|
|
"#46039f"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.2222222222222222,
|
||
|
|
"#7201a8"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.3333333333333333,
|
||
|
|
"#9c179e"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.4444444444444444,
|
||
|
|
"#bd3786"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.5555555555555556,
|
||
|
|
"#d8576b"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.6666666666666666,
|
||
|
|
"#ed7953"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.7777777777777778,
|
||
|
|
"#fb9f3a"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.8888888888888888,
|
||
|
|
"#fdca26"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
1,
|
||
|
|
"#f0f921"
|
||
|
|
]
|
||
|
|
],
|
||
|
|
"type": "histogram2dcontour"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"mesh3d": [
|
||
|
|
{
|
||
|
|
"colorbar": {
|
||
|
|
"outlinewidth": 0,
|
||
|
|
"ticks": ""
|
||
|
|
},
|
||
|
|
"type": "mesh3d"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"parcoords": [
|
||
|
|
{
|
||
|
|
"line": {
|
||
|
|
"colorbar": {
|
||
|
|
"outlinewidth": 0,
|
||
|
|
"ticks": ""
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"type": "parcoords"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"pie": [
|
||
|
|
{
|
||
|
|
"automargin": true,
|
||
|
|
"type": "pie"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"scatter": [
|
||
|
|
{
|
||
|
|
"marker": {
|
||
|
|
"colorbar": {
|
||
|
|
"outlinewidth": 0,
|
||
|
|
"ticks": ""
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"type": "scatter"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"scatter3d": [
|
||
|
|
{
|
||
|
|
"line": {
|
||
|
|
"colorbar": {
|
||
|
|
"outlinewidth": 0,
|
||
|
|
"ticks": ""
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"marker": {
|
||
|
|
"colorbar": {
|
||
|
|
"outlinewidth": 0,
|
||
|
|
"ticks": ""
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"type": "scatter3d"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"scattercarpet": [
|
||
|
|
{
|
||
|
|
"marker": {
|
||
|
|
"colorbar": {
|
||
|
|
"outlinewidth": 0,
|
||
|
|
"ticks": ""
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"type": "scattercarpet"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"scattergeo": [
|
||
|
|
{
|
||
|
|
"marker": {
|
||
|
|
"colorbar": {
|
||
|
|
"outlinewidth": 0,
|
||
|
|
"ticks": ""
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"type": "scattergeo"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"scattergl": [
|
||
|
|
{
|
||
|
|
"marker": {
|
||
|
|
"colorbar": {
|
||
|
|
"outlinewidth": 0,
|
||
|
|
"ticks": ""
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"type": "scattergl"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"scattermapbox": [
|
||
|
|
{
|
||
|
|
"marker": {
|
||
|
|
"colorbar": {
|
||
|
|
"outlinewidth": 0,
|
||
|
|
"ticks": ""
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"type": "scattermapbox"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"scatterpolar": [
|
||
|
|
{
|
||
|
|
"marker": {
|
||
|
|
"colorbar": {
|
||
|
|
"outlinewidth": 0,
|
||
|
|
"ticks": ""
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"type": "scatterpolar"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"scatterpolargl": [
|
||
|
|
{
|
||
|
|
"marker": {
|
||
|
|
"colorbar": {
|
||
|
|
"outlinewidth": 0,
|
||
|
|
"ticks": ""
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"type": "scatterpolargl"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"scatterternary": [
|
||
|
|
{
|
||
|
|
"marker": {
|
||
|
|
"colorbar": {
|
||
|
|
"outlinewidth": 0,
|
||
|
|
"ticks": ""
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"type": "scatterternary"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"surface": [
|
||
|
|
{
|
||
|
|
"colorbar": {
|
||
|
|
"outlinewidth": 0,
|
||
|
|
"ticks": ""
|
||
|
|
},
|
||
|
|
"colorscale": [
|
||
|
|
[
|
||
|
|
0,
|
||
|
|
"#0d0887"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.1111111111111111,
|
||
|
|
"#46039f"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.2222222222222222,
|
||
|
|
"#7201a8"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.3333333333333333,
|
||
|
|
"#9c179e"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.4444444444444444,
|
||
|
|
"#bd3786"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.5555555555555556,
|
||
|
|
"#d8576b"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.6666666666666666,
|
||
|
|
"#ed7953"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.7777777777777778,
|
||
|
|
"#fb9f3a"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.8888888888888888,
|
||
|
|
"#fdca26"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
1,
|
||
|
|
"#f0f921"
|
||
|
|
]
|
||
|
|
],
|
||
|
|
"type": "surface"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"table": [
|
||
|
|
{
|
||
|
|
"cells": {
|
||
|
|
"fill": {
|
||
|
|
"color": "#EBF0F8"
|
||
|
|
},
|
||
|
|
"line": {
|
||
|
|
"color": "white"
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"header": {
|
||
|
|
"fill": {
|
||
|
|
"color": "#C8D4E3"
|
||
|
|
},
|
||
|
|
"line": {
|
||
|
|
"color": "white"
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"type": "table"
|
||
|
|
}
|
||
|
|
]
|
||
|
|
},
|
||
|
|
"layout": {
|
||
|
|
"annotationdefaults": {
|
||
|
|
"arrowcolor": "#2a3f5f",
|
||
|
|
"arrowhead": 0,
|
||
|
|
"arrowwidth": 1
|
||
|
|
},
|
||
|
|
"coloraxis": {
|
||
|
|
"colorbar": {
|
||
|
|
"outlinewidth": 0,
|
||
|
|
"ticks": ""
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"colorscale": {
|
||
|
|
"diverging": [
|
||
|
|
[
|
||
|
|
0,
|
||
|
|
"#8e0152"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.1,
|
||
|
|
"#c51b7d"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.2,
|
||
|
|
"#de77ae"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.3,
|
||
|
|
"#f1b6da"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.4,
|
||
|
|
"#fde0ef"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.5,
|
||
|
|
"#f7f7f7"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.6,
|
||
|
|
"#e6f5d0"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.7,
|
||
|
|
"#b8e186"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.8,
|
||
|
|
"#7fbc41"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.9,
|
||
|
|
"#4d9221"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
1,
|
||
|
|
"#276419"
|
||
|
|
]
|
||
|
|
],
|
||
|
|
"sequential": [
|
||
|
|
[
|
||
|
|
0,
|
||
|
|
"#0d0887"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.1111111111111111,
|
||
|
|
"#46039f"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.2222222222222222,
|
||
|
|
"#7201a8"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.3333333333333333,
|
||
|
|
"#9c179e"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.4444444444444444,
|
||
|
|
"#bd3786"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.5555555555555556,
|
||
|
|
"#d8576b"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.6666666666666666,
|
||
|
|
"#ed7953"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.7777777777777778,
|
||
|
|
"#fb9f3a"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.8888888888888888,
|
||
|
|
"#fdca26"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
1,
|
||
|
|
"#f0f921"
|
||
|
|
]
|
||
|
|
],
|
||
|
|
"sequentialminus": [
|
||
|
|
[
|
||
|
|
0,
|
||
|
|
"#0d0887"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.1111111111111111,
|
||
|
|
"#46039f"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.2222222222222222,
|
||
|
|
"#7201a8"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.3333333333333333,
|
||
|
|
"#9c179e"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.4444444444444444,
|
||
|
|
"#bd3786"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.5555555555555556,
|
||
|
|
"#d8576b"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.6666666666666666,
|
||
|
|
"#ed7953"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.7777777777777778,
|
||
|
|
"#fb9f3a"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.8888888888888888,
|
||
|
|
"#fdca26"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
1,
|
||
|
|
"#f0f921"
|
||
|
|
]
|
||
|
|
]
|
||
|
|
},
|
||
|
|
"colorway": [
|
||
|
|
"#636efa",
|
||
|
|
"#EF553B",
|
||
|
|
"#00cc96",
|
||
|
|
"#ab63fa",
|
||
|
|
"#FFA15A",
|
||
|
|
"#19d3f3",
|
||
|
|
"#FF6692",
|
||
|
|
"#B6E880",
|
||
|
|
"#FF97FF",
|
||
|
|
"#FECB52"
|
||
|
|
],
|
||
|
|
"font": {
|
||
|
|
"color": "#2a3f5f"
|
||
|
|
},
|
||
|
|
"geo": {
|
||
|
|
"bgcolor": "white",
|
||
|
|
"lakecolor": "white",
|
||
|
|
"landcolor": "#E5ECF6",
|
||
|
|
"showlakes": true,
|
||
|
|
"showland": true,
|
||
|
|
"subunitcolor": "white"
|
||
|
|
},
|
||
|
|
"hoverlabel": {
|
||
|
|
"align": "left"
|
||
|
|
},
|
||
|
|
"hovermode": "closest",
|
||
|
|
"mapbox": {
|
||
|
|
"style": "light"
|
||
|
|
},
|
||
|
|
"paper_bgcolor": "white",
|
||
|
|
"plot_bgcolor": "#E5ECF6",
|
||
|
|
"polar": {
|
||
|
|
"angularaxis": {
|
||
|
|
"gridcolor": "white",
|
||
|
|
"linecolor": "white",
|
||
|
|
"ticks": ""
|
||
|
|
},
|
||
|
|
"bgcolor": "#E5ECF6",
|
||
|
|
"radialaxis": {
|
||
|
|
"gridcolor": "white",
|
||
|
|
"linecolor": "white",
|
||
|
|
"ticks": ""
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"scene": {
|
||
|
|
"xaxis": {
|
||
|
|
"backgroundcolor": "#E5ECF6",
|
||
|
|
"gridcolor": "white",
|
||
|
|
"gridwidth": 2,
|
||
|
|
"linecolor": "white",
|
||
|
|
"showbackground": true,
|
||
|
|
"ticks": "",
|
||
|
|
"zerolinecolor": "white"
|
||
|
|
},
|
||
|
|
"yaxis": {
|
||
|
|
"backgroundcolor": "#E5ECF6",
|
||
|
|
"gridcolor": "white",
|
||
|
|
"gridwidth": 2,
|
||
|
|
"linecolor": "white",
|
||
|
|
"showbackground": true,
|
||
|
|
"ticks": "",
|
||
|
|
"zerolinecolor": "white"
|
||
|
|
},
|
||
|
|
"zaxis": {
|
||
|
|
"backgroundcolor": "#E5ECF6",
|
||
|
|
"gridcolor": "white",
|
||
|
|
"gridwidth": 2,
|
||
|
|
"linecolor": "white",
|
||
|
|
"showbackground": true,
|
||
|
|
"ticks": "",
|
||
|
|
"zerolinecolor": "white"
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"shapedefaults": {
|
||
|
|
"line": {
|
||
|
|
"color": "#2a3f5f"
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"ternary": {
|
||
|
|
"aaxis": {
|
||
|
|
"gridcolor": "white",
|
||
|
|
"linecolor": "white",
|
||
|
|
"ticks": ""
|
||
|
|
},
|
||
|
|
"baxis": {
|
||
|
|
"gridcolor": "white",
|
||
|
|
"linecolor": "white",
|
||
|
|
"ticks": ""
|
||
|
|
},
|
||
|
|
"bgcolor": "#E5ECF6",
|
||
|
|
"caxis": {
|
||
|
|
"gridcolor": "white",
|
||
|
|
"linecolor": "white",
|
||
|
|
"ticks": ""
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"title": {
|
||
|
|
"x": 0.05
|
||
|
|
},
|
||
|
|
"xaxis": {
|
||
|
|
"automargin": true,
|
||
|
|
"gridcolor": "white",
|
||
|
|
"linecolor": "white",
|
||
|
|
"ticks": "",
|
||
|
|
"title": {
|
||
|
|
"standoff": 15
|
||
|
|
},
|
||
|
|
"zerolinecolor": "white",
|
||
|
|
"zerolinewidth": 2
|
||
|
|
},
|
||
|
|
"yaxis": {
|
||
|
|
"automargin": true,
|
||
|
|
"gridcolor": "white",
|
||
|
|
"linecolor": "white",
|
||
|
|
"ticks": "",
|
||
|
|
"title": {
|
||
|
|
"standoff": 15
|
||
|
|
},
|
||
|
|
"zerolinecolor": "white",
|
||
|
|
"zerolinewidth": 2
|
||
|
|
}
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"width": 700,
|
||
|
|
"xaxis": {
|
||
|
|
"rangeslider": {
|
||
|
|
"visible": false
|
||
|
|
},
|
||
|
|
"showgrid": true
|
||
|
|
},
|
||
|
|
"yaxis": {
|
||
|
|
"domain": [
|
||
|
|
0,
|
||
|
|
0.33
|
||
|
|
],
|
||
|
|
"showgrid": true
|
||
|
|
},
|
||
|
|
"yaxis2": {
|
||
|
|
"domain": [
|
||
|
|
0.33,
|
||
|
|
1
|
||
|
|
]
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"_py2js_animate": {},
|
||
|
|
"_py2js_deleteTraces": {},
|
||
|
|
"_py2js_moveTraces": {},
|
||
|
|
"_py2js_removeLayoutProps": {},
|
||
|
|
"_py2js_removeTraceProps": {},
|
||
|
|
"_py2js_restyle": {},
|
||
|
|
"_view_count": 0
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"ffbf570b1fd14d3da6bd1e2c4d55078b": {
|
||
|
|
"buffers": [
|
||
|
|
{
|
||
|
|
"data": "RnjBo8Yt7r/6/PV6zpbIv14H7K6rSuG/zMS+hM8q2j/K8wKK0ZHhPwO+H4Tjfue/FB9ziWca8L9dbsMziiHwP2jOsMtmhbq/THo0sY8X9T8=",
|
||
|
|
"encoding": "base64",
|
||
|
|
"path": [
|
||
|
|
"_data",
|
||
|
|
0,
|
||
|
|
"close",
|
||
|
|
"value"
|
||
|
|
]
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"data": "G2yPWXSX1L805X9UXv3kP3vxHYb7PeI/BCY+QDzJzj9ydwtWve/jP0D/4SSIStE/jM9Ijb2Wyj/JglqsK/rwP0UwfFFgY/E/nwQuay63AEA=",
|
||
|
|
"encoding": "base64",
|
||
|
|
"path": [
|
||
|
|
"_data",
|
||
|
|
0,
|
||
|
|
"high",
|
||
|
|
"value"
|
||
|
|
]
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"data": "uoy35UmW5r8uuPRCrXjCvywfntNQXva/gRfybgry7b+M0GcYG03cv0il/ILWFeO/kTFfYU9k7790CRb/61jFv3flYrjYnem/3OZTbr4e6T8=",
|
||
|
|
"encoding": "base64",
|
||
|
|
"path": [
|
||
|
|
"_data",
|
||
|
|
0,
|
||
|
|
"low",
|
||
|
|
"value"
|
||
|
|
]
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"data": "/b3pTFEl279cSb9dazSzP+wJwCcrxNq/AFDbzy2Fab8Mvy53ApnTP5JH+gNKbtK/AMob9Zy9z7+mipGviqnkPxzi2mPs7cI/Guaczvmb8T8=",
|
||
|
|
"encoding": "base64",
|
||
|
|
"path": [
|
||
|
|
"_data",
|
||
|
|
0,
|
||
|
|
"open",
|
||
|
|
"value"
|
||
|
|
]
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"data": "HCrjrash4T/QOMtYcTTCP4KfTWJ92+G/EBxBYKG5+L+iVW+Wi5P7v0PV/JMP8fO/nnZcSFR+/b+Tj20F8pj8vze5F96ASwHAcyrG2aX8/r8=",
|
||
|
|
"encoding": "base64",
|
||
|
|
"path": [
|
||
|
|
"_data",
|
||
|
|
1,
|
||
|
|
"y",
|
||
|
|
"value"
|
||
|
|
]
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"model_module": "plotlywidget",
|
||
|
|
"model_module_version": "^4.12.0",
|
||
|
|
"model_name": "FigureModel",
|
||
|
|
"state": {
|
||
|
|
"_config": {
|
||
|
|
"plotlyServerURL": "https://plot.ly"
|
||
|
|
},
|
||
|
|
"_data": [
|
||
|
|
{
|
||
|
|
"close": {
|
||
|
|
"dtype": "float64",
|
||
|
|
"shape": [
|
||
|
|
10
|
||
|
|
],
|
||
|
|
"value": {}
|
||
|
|
},
|
||
|
|
"decreasing": {
|
||
|
|
"line": {
|
||
|
|
"color": "#d95f02"
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"high": {
|
||
|
|
"dtype": "float64",
|
||
|
|
"shape": [
|
||
|
|
10
|
||
|
|
],
|
||
|
|
"value": {}
|
||
|
|
},
|
||
|
|
"increasing": {
|
||
|
|
"line": {
|
||
|
|
"color": "#1b9e76"
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"low": {
|
||
|
|
"dtype": "float64",
|
||
|
|
"shape": [
|
||
|
|
10
|
||
|
|
],
|
||
|
|
"value": {}
|
||
|
|
},
|
||
|
|
"name": "OHLC",
|
||
|
|
"open": {
|
||
|
|
"dtype": "float64",
|
||
|
|
"shape": [
|
||
|
|
10
|
||
|
|
],
|
||
|
|
"value": {}
|
||
|
|
},
|
||
|
|
"type": "ohlc",
|
||
|
|
"uid": "bc161987-eb09-4d14-885c-9de5ce70c55b",
|
||
|
|
"x": [
|
||
|
|
"2018-01-01T00:00:00.000000",
|
||
|
|
"2018-01-02T00:00:00.000000",
|
||
|
|
"2018-01-03T00:00:00.000000",
|
||
|
|
"2018-01-04T00:00:00.000000",
|
||
|
|
"2018-01-05T00:00:00.000000",
|
||
|
|
"2018-01-06T00:00:00.000000",
|
||
|
|
"2018-01-07T00:00:00.000000",
|
||
|
|
"2018-01-08T00:00:00.000000",
|
||
|
|
"2018-01-09T00:00:00.000000",
|
||
|
|
"2018-01-10T00:00:00.000000"
|
||
|
|
],
|
||
|
|
"xaxis": "x",
|
||
|
|
"yaxis": "y2"
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"marker": {
|
||
|
|
"color": [
|
||
|
|
"#d95f02",
|
||
|
|
"#d95f02",
|
||
|
|
"#d95f02",
|
||
|
|
"#1b9e76",
|
||
|
|
"#1b9e76",
|
||
|
|
"#d95f02",
|
||
|
|
"#d95f02",
|
||
|
|
"#1b9e76",
|
||
|
|
"#d95f02",
|
||
|
|
"#1b9e76"
|
||
|
|
],
|
||
|
|
"line": {
|
||
|
|
"width": 0
|
||
|
|
},
|
||
|
|
"opacity": 0.7
|
||
|
|
},
|
||
|
|
"name": "Volume",
|
||
|
|
"type": "bar",
|
||
|
|
"uid": "a755c6b7-2976-4a9e-bc6a-217b14ba7701",
|
||
|
|
"x": [
|
||
|
|
"2018-01-01T00:00:00.000000",
|
||
|
|
"2018-01-02T00:00:00.000000",
|
||
|
|
"2018-01-03T00:00:00.000000",
|
||
|
|
"2018-01-04T00:00:00.000000",
|
||
|
|
"2018-01-05T00:00:00.000000",
|
||
|
|
"2018-01-06T00:00:00.000000",
|
||
|
|
"2018-01-07T00:00:00.000000",
|
||
|
|
"2018-01-08T00:00:00.000000",
|
||
|
|
"2018-01-09T00:00:00.000000",
|
||
|
|
"2018-01-10T00:00:00.000000"
|
||
|
|
],
|
||
|
|
"xaxis": "x",
|
||
|
|
"y": {
|
||
|
|
"dtype": "float64",
|
||
|
|
"shape": [
|
||
|
|
10
|
||
|
|
],
|
||
|
|
"value": {}
|
||
|
|
},
|
||
|
|
"yaxis": "y"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"_js2py_layoutDelta": {},
|
||
|
|
"_js2py_pointsCallback": {},
|
||
|
|
"_js2py_relayout": {},
|
||
|
|
"_js2py_restyle": {},
|
||
|
|
"_js2py_traceDeltas": {},
|
||
|
|
"_js2py_update": {},
|
||
|
|
"_last_layout_edit_id": 6,
|
||
|
|
"_last_trace_edit_id": 6,
|
||
|
|
"_layout": {
|
||
|
|
"autosize": false,
|
||
|
|
"bargap": 0,
|
||
|
|
"colorway": [
|
||
|
|
"#1f77b4",
|
||
|
|
"#ff7f0e",
|
||
|
|
"#2ca02c",
|
||
|
|
"#dc3912",
|
||
|
|
"#9467bd",
|
||
|
|
"#8c564b",
|
||
|
|
"#e377c2",
|
||
|
|
"#7f7f7f",
|
||
|
|
"#bcbd22",
|
||
|
|
"#17becf"
|
||
|
|
],
|
||
|
|
"height": 350,
|
||
|
|
"hovermode": "closest",
|
||
|
|
"legend": {
|
||
|
|
"orientation": "h",
|
||
|
|
"traceorder": "normal",
|
||
|
|
"x": 1,
|
||
|
|
"xanchor": "right",
|
||
|
|
"y": 1.02,
|
||
|
|
"yanchor": "bottom"
|
||
|
|
},
|
||
|
|
"margin": {
|
||
|
|
"b": 30,
|
||
|
|
"l": 30,
|
||
|
|
"r": 30,
|
||
|
|
"t": 30
|
||
|
|
},
|
||
|
|
"showlegend": true,
|
||
|
|
"template": {
|
||
|
|
"data": {
|
||
|
|
"bar": [
|
||
|
|
{
|
||
|
|
"error_x": {
|
||
|
|
"color": "#2a3f5f"
|
||
|
|
},
|
||
|
|
"error_y": {
|
||
|
|
"color": "#2a3f5f"
|
||
|
|
},
|
||
|
|
"marker": {
|
||
|
|
"line": {
|
||
|
|
"color": "#E5ECF6",
|
||
|
|
"width": 0.5
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"type": "bar"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"barpolar": [
|
||
|
|
{
|
||
|
|
"marker": {
|
||
|
|
"line": {
|
||
|
|
"color": "#E5ECF6",
|
||
|
|
"width": 0.5
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"type": "barpolar"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"carpet": [
|
||
|
|
{
|
||
|
|
"aaxis": {
|
||
|
|
"endlinecolor": "#2a3f5f",
|
||
|
|
"gridcolor": "white",
|
||
|
|
"linecolor": "white",
|
||
|
|
"minorgridcolor": "white",
|
||
|
|
"startlinecolor": "#2a3f5f"
|
||
|
|
},
|
||
|
|
"baxis": {
|
||
|
|
"endlinecolor": "#2a3f5f",
|
||
|
|
"gridcolor": "white",
|
||
|
|
"linecolor": "white",
|
||
|
|
"minorgridcolor": "white",
|
||
|
|
"startlinecolor": "#2a3f5f"
|
||
|
|
},
|
||
|
|
"type": "carpet"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"choropleth": [
|
||
|
|
{
|
||
|
|
"colorbar": {
|
||
|
|
"outlinewidth": 0,
|
||
|
|
"ticks": ""
|
||
|
|
},
|
||
|
|
"type": "choropleth"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"contour": [
|
||
|
|
{
|
||
|
|
"colorbar": {
|
||
|
|
"outlinewidth": 0,
|
||
|
|
"ticks": ""
|
||
|
|
},
|
||
|
|
"colorscale": [
|
||
|
|
[
|
||
|
|
0,
|
||
|
|
"#0d0887"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.1111111111111111,
|
||
|
|
"#46039f"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.2222222222222222,
|
||
|
|
"#7201a8"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.3333333333333333,
|
||
|
|
"#9c179e"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.4444444444444444,
|
||
|
|
"#bd3786"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.5555555555555556,
|
||
|
|
"#d8576b"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.6666666666666666,
|
||
|
|
"#ed7953"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.7777777777777778,
|
||
|
|
"#fb9f3a"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.8888888888888888,
|
||
|
|
"#fdca26"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
1,
|
||
|
|
"#f0f921"
|
||
|
|
]
|
||
|
|
],
|
||
|
|
"type": "contour"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"contourcarpet": [
|
||
|
|
{
|
||
|
|
"colorbar": {
|
||
|
|
"outlinewidth": 0,
|
||
|
|
"ticks": ""
|
||
|
|
},
|
||
|
|
"type": "contourcarpet"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"heatmap": [
|
||
|
|
{
|
||
|
|
"colorbar": {
|
||
|
|
"outlinewidth": 0,
|
||
|
|
"ticks": ""
|
||
|
|
},
|
||
|
|
"colorscale": [
|
||
|
|
[
|
||
|
|
0,
|
||
|
|
"#0d0887"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.1111111111111111,
|
||
|
|
"#46039f"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.2222222222222222,
|
||
|
|
"#7201a8"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.3333333333333333,
|
||
|
|
"#9c179e"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.4444444444444444,
|
||
|
|
"#bd3786"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.5555555555555556,
|
||
|
|
"#d8576b"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.6666666666666666,
|
||
|
|
"#ed7953"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.7777777777777778,
|
||
|
|
"#fb9f3a"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.8888888888888888,
|
||
|
|
"#fdca26"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
1,
|
||
|
|
"#f0f921"
|
||
|
|
]
|
||
|
|
],
|
||
|
|
"type": "heatmap"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"heatmapgl": [
|
||
|
|
{
|
||
|
|
"colorbar": {
|
||
|
|
"outlinewidth": 0,
|
||
|
|
"ticks": ""
|
||
|
|
},
|
||
|
|
"colorscale": [
|
||
|
|
[
|
||
|
|
0,
|
||
|
|
"#0d0887"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.1111111111111111,
|
||
|
|
"#46039f"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.2222222222222222,
|
||
|
|
"#7201a8"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.3333333333333333,
|
||
|
|
"#9c179e"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.4444444444444444,
|
||
|
|
"#bd3786"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.5555555555555556,
|
||
|
|
"#d8576b"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.6666666666666666,
|
||
|
|
"#ed7953"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.7777777777777778,
|
||
|
|
"#fb9f3a"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.8888888888888888,
|
||
|
|
"#fdca26"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
1,
|
||
|
|
"#f0f921"
|
||
|
|
]
|
||
|
|
],
|
||
|
|
"type": "heatmapgl"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"histogram": [
|
||
|
|
{
|
||
|
|
"marker": {
|
||
|
|
"colorbar": {
|
||
|
|
"outlinewidth": 0,
|
||
|
|
"ticks": ""
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"type": "histogram"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"histogram2d": [
|
||
|
|
{
|
||
|
|
"colorbar": {
|
||
|
|
"outlinewidth": 0,
|
||
|
|
"ticks": ""
|
||
|
|
},
|
||
|
|
"colorscale": [
|
||
|
|
[
|
||
|
|
0,
|
||
|
|
"#0d0887"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.1111111111111111,
|
||
|
|
"#46039f"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.2222222222222222,
|
||
|
|
"#7201a8"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.3333333333333333,
|
||
|
|
"#9c179e"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.4444444444444444,
|
||
|
|
"#bd3786"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.5555555555555556,
|
||
|
|
"#d8576b"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.6666666666666666,
|
||
|
|
"#ed7953"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.7777777777777778,
|
||
|
|
"#fb9f3a"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.8888888888888888,
|
||
|
|
"#fdca26"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
1,
|
||
|
|
"#f0f921"
|
||
|
|
]
|
||
|
|
],
|
||
|
|
"type": "histogram2d"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"histogram2dcontour": [
|
||
|
|
{
|
||
|
|
"colorbar": {
|
||
|
|
"outlinewidth": 0,
|
||
|
|
"ticks": ""
|
||
|
|
},
|
||
|
|
"colorscale": [
|
||
|
|
[
|
||
|
|
0,
|
||
|
|
"#0d0887"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.1111111111111111,
|
||
|
|
"#46039f"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.2222222222222222,
|
||
|
|
"#7201a8"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.3333333333333333,
|
||
|
|
"#9c179e"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.4444444444444444,
|
||
|
|
"#bd3786"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.5555555555555556,
|
||
|
|
"#d8576b"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.6666666666666666,
|
||
|
|
"#ed7953"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.7777777777777778,
|
||
|
|
"#fb9f3a"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.8888888888888888,
|
||
|
|
"#fdca26"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
1,
|
||
|
|
"#f0f921"
|
||
|
|
]
|
||
|
|
],
|
||
|
|
"type": "histogram2dcontour"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"mesh3d": [
|
||
|
|
{
|
||
|
|
"colorbar": {
|
||
|
|
"outlinewidth": 0,
|
||
|
|
"ticks": ""
|
||
|
|
},
|
||
|
|
"type": "mesh3d"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"parcoords": [
|
||
|
|
{
|
||
|
|
"line": {
|
||
|
|
"colorbar": {
|
||
|
|
"outlinewidth": 0,
|
||
|
|
"ticks": ""
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"type": "parcoords"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"pie": [
|
||
|
|
{
|
||
|
|
"automargin": true,
|
||
|
|
"type": "pie"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"scatter": [
|
||
|
|
{
|
||
|
|
"marker": {
|
||
|
|
"colorbar": {
|
||
|
|
"outlinewidth": 0,
|
||
|
|
"ticks": ""
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"type": "scatter"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"scatter3d": [
|
||
|
|
{
|
||
|
|
"line": {
|
||
|
|
"colorbar": {
|
||
|
|
"outlinewidth": 0,
|
||
|
|
"ticks": ""
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"marker": {
|
||
|
|
"colorbar": {
|
||
|
|
"outlinewidth": 0,
|
||
|
|
"ticks": ""
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"type": "scatter3d"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"scattercarpet": [
|
||
|
|
{
|
||
|
|
"marker": {
|
||
|
|
"colorbar": {
|
||
|
|
"outlinewidth": 0,
|
||
|
|
"ticks": ""
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"type": "scattercarpet"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"scattergeo": [
|
||
|
|
{
|
||
|
|
"marker": {
|
||
|
|
"colorbar": {
|
||
|
|
"outlinewidth": 0,
|
||
|
|
"ticks": ""
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"type": "scattergeo"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"scattergl": [
|
||
|
|
{
|
||
|
|
"marker": {
|
||
|
|
"colorbar": {
|
||
|
|
"outlinewidth": 0,
|
||
|
|
"ticks": ""
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"type": "scattergl"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"scattermapbox": [
|
||
|
|
{
|
||
|
|
"marker": {
|
||
|
|
"colorbar": {
|
||
|
|
"outlinewidth": 0,
|
||
|
|
"ticks": ""
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"type": "scattermapbox"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"scatterpolar": [
|
||
|
|
{
|
||
|
|
"marker": {
|
||
|
|
"colorbar": {
|
||
|
|
"outlinewidth": 0,
|
||
|
|
"ticks": ""
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"type": "scatterpolar"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"scatterpolargl": [
|
||
|
|
{
|
||
|
|
"marker": {
|
||
|
|
"colorbar": {
|
||
|
|
"outlinewidth": 0,
|
||
|
|
"ticks": ""
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"type": "scatterpolargl"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"scatterternary": [
|
||
|
|
{
|
||
|
|
"marker": {
|
||
|
|
"colorbar": {
|
||
|
|
"outlinewidth": 0,
|
||
|
|
"ticks": ""
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"type": "scatterternary"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"surface": [
|
||
|
|
{
|
||
|
|
"colorbar": {
|
||
|
|
"outlinewidth": 0,
|
||
|
|
"ticks": ""
|
||
|
|
},
|
||
|
|
"colorscale": [
|
||
|
|
[
|
||
|
|
0,
|
||
|
|
"#0d0887"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.1111111111111111,
|
||
|
|
"#46039f"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.2222222222222222,
|
||
|
|
"#7201a8"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.3333333333333333,
|
||
|
|
"#9c179e"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.4444444444444444,
|
||
|
|
"#bd3786"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.5555555555555556,
|
||
|
|
"#d8576b"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.6666666666666666,
|
||
|
|
"#ed7953"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.7777777777777778,
|
||
|
|
"#fb9f3a"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.8888888888888888,
|
||
|
|
"#fdca26"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
1,
|
||
|
|
"#f0f921"
|
||
|
|
]
|
||
|
|
],
|
||
|
|
"type": "surface"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"table": [
|
||
|
|
{
|
||
|
|
"cells": {
|
||
|
|
"fill": {
|
||
|
|
"color": "#EBF0F8"
|
||
|
|
},
|
||
|
|
"line": {
|
||
|
|
"color": "white"
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"header": {
|
||
|
|
"fill": {
|
||
|
|
"color": "#C8D4E3"
|
||
|
|
},
|
||
|
|
"line": {
|
||
|
|
"color": "white"
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"type": "table"
|
||
|
|
}
|
||
|
|
]
|
||
|
|
},
|
||
|
|
"layout": {
|
||
|
|
"annotationdefaults": {
|
||
|
|
"arrowcolor": "#2a3f5f",
|
||
|
|
"arrowhead": 0,
|
||
|
|
"arrowwidth": 1
|
||
|
|
},
|
||
|
|
"coloraxis": {
|
||
|
|
"colorbar": {
|
||
|
|
"outlinewidth": 0,
|
||
|
|
"ticks": ""
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"colorscale": {
|
||
|
|
"diverging": [
|
||
|
|
[
|
||
|
|
0,
|
||
|
|
"#8e0152"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.1,
|
||
|
|
"#c51b7d"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.2,
|
||
|
|
"#de77ae"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.3,
|
||
|
|
"#f1b6da"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.4,
|
||
|
|
"#fde0ef"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.5,
|
||
|
|
"#f7f7f7"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.6,
|
||
|
|
"#e6f5d0"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.7,
|
||
|
|
"#b8e186"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.8,
|
||
|
|
"#7fbc41"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.9,
|
||
|
|
"#4d9221"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
1,
|
||
|
|
"#276419"
|
||
|
|
]
|
||
|
|
],
|
||
|
|
"sequential": [
|
||
|
|
[
|
||
|
|
0,
|
||
|
|
"#0d0887"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.1111111111111111,
|
||
|
|
"#46039f"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.2222222222222222,
|
||
|
|
"#7201a8"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.3333333333333333,
|
||
|
|
"#9c179e"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.4444444444444444,
|
||
|
|
"#bd3786"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.5555555555555556,
|
||
|
|
"#d8576b"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.6666666666666666,
|
||
|
|
"#ed7953"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.7777777777777778,
|
||
|
|
"#fb9f3a"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.8888888888888888,
|
||
|
|
"#fdca26"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
1,
|
||
|
|
"#f0f921"
|
||
|
|
]
|
||
|
|
],
|
||
|
|
"sequentialminus": [
|
||
|
|
[
|
||
|
|
0,
|
||
|
|
"#0d0887"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.1111111111111111,
|
||
|
|
"#46039f"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.2222222222222222,
|
||
|
|
"#7201a8"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.3333333333333333,
|
||
|
|
"#9c179e"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.4444444444444444,
|
||
|
|
"#bd3786"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.5555555555555556,
|
||
|
|
"#d8576b"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.6666666666666666,
|
||
|
|
"#ed7953"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.7777777777777778,
|
||
|
|
"#fb9f3a"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.8888888888888888,
|
||
|
|
"#fdca26"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
1,
|
||
|
|
"#f0f921"
|
||
|
|
]
|
||
|
|
]
|
||
|
|
},
|
||
|
|
"colorway": [
|
||
|
|
"#636efa",
|
||
|
|
"#EF553B",
|
||
|
|
"#00cc96",
|
||
|
|
"#ab63fa",
|
||
|
|
"#FFA15A",
|
||
|
|
"#19d3f3",
|
||
|
|
"#FF6692",
|
||
|
|
"#B6E880",
|
||
|
|
"#FF97FF",
|
||
|
|
"#FECB52"
|
||
|
|
],
|
||
|
|
"font": {
|
||
|
|
"color": "#2a3f5f"
|
||
|
|
},
|
||
|
|
"geo": {
|
||
|
|
"bgcolor": "white",
|
||
|
|
"lakecolor": "white",
|
||
|
|
"landcolor": "#E5ECF6",
|
||
|
|
"showlakes": true,
|
||
|
|
"showland": true,
|
||
|
|
"subunitcolor": "white"
|
||
|
|
},
|
||
|
|
"hoverlabel": {
|
||
|
|
"align": "left"
|
||
|
|
},
|
||
|
|
"hovermode": "closest",
|
||
|
|
"mapbox": {
|
||
|
|
"style": "light"
|
||
|
|
},
|
||
|
|
"paper_bgcolor": "white",
|
||
|
|
"plot_bgcolor": "#E5ECF6",
|
||
|
|
"polar": {
|
||
|
|
"angularaxis": {
|
||
|
|
"gridcolor": "white",
|
||
|
|
"linecolor": "white",
|
||
|
|
"ticks": ""
|
||
|
|
},
|
||
|
|
"bgcolor": "#E5ECF6",
|
||
|
|
"radialaxis": {
|
||
|
|
"gridcolor": "white",
|
||
|
|
"linecolor": "white",
|
||
|
|
"ticks": ""
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"scene": {
|
||
|
|
"xaxis": {
|
||
|
|
"backgroundcolor": "#E5ECF6",
|
||
|
|
"gridcolor": "white",
|
||
|
|
"gridwidth": 2,
|
||
|
|
"linecolor": "white",
|
||
|
|
"showbackground": true,
|
||
|
|
"ticks": "",
|
||
|
|
"zerolinecolor": "white"
|
||
|
|
},
|
||
|
|
"yaxis": {
|
||
|
|
"backgroundcolor": "#E5ECF6",
|
||
|
|
"gridcolor": "white",
|
||
|
|
"gridwidth": 2,
|
||
|
|
"linecolor": "white",
|
||
|
|
"showbackground": true,
|
||
|
|
"ticks": "",
|
||
|
|
"zerolinecolor": "white"
|
||
|
|
},
|
||
|
|
"zaxis": {
|
||
|
|
"backgroundcolor": "#E5ECF6",
|
||
|
|
"gridcolor": "white",
|
||
|
|
"gridwidth": 2,
|
||
|
|
"linecolor": "white",
|
||
|
|
"showbackground": true,
|
||
|
|
"ticks": "",
|
||
|
|
"zerolinecolor": "white"
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"shapedefaults": {
|
||
|
|
"line": {
|
||
|
|
"color": "#2a3f5f"
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"ternary": {
|
||
|
|
"aaxis": {
|
||
|
|
"gridcolor": "white",
|
||
|
|
"linecolor": "white",
|
||
|
|
"ticks": ""
|
||
|
|
},
|
||
|
|
"baxis": {
|
||
|
|
"gridcolor": "white",
|
||
|
|
"linecolor": "white",
|
||
|
|
"ticks": ""
|
||
|
|
},
|
||
|
|
"bgcolor": "#E5ECF6",
|
||
|
|
"caxis": {
|
||
|
|
"gridcolor": "white",
|
||
|
|
"linecolor": "white",
|
||
|
|
"ticks": ""
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"title": {
|
||
|
|
"x": 0.05
|
||
|
|
},
|
||
|
|
"xaxis": {
|
||
|
|
"automargin": true,
|
||
|
|
"gridcolor": "white",
|
||
|
|
"linecolor": "white",
|
||
|
|
"ticks": "",
|
||
|
|
"title": {
|
||
|
|
"standoff": 15
|
||
|
|
},
|
||
|
|
"zerolinecolor": "white",
|
||
|
|
"zerolinewidth": 2
|
||
|
|
},
|
||
|
|
"yaxis": {
|
||
|
|
"automargin": true,
|
||
|
|
"gridcolor": "white",
|
||
|
|
"linecolor": "white",
|
||
|
|
"ticks": "",
|
||
|
|
"title": {
|
||
|
|
"standoff": 15
|
||
|
|
},
|
||
|
|
"zerolinecolor": "white",
|
||
|
|
"zerolinewidth": 2
|
||
|
|
}
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"width": 700,
|
||
|
|
"xaxis": {
|
||
|
|
"rangeslider": {
|
||
|
|
"visible": false
|
||
|
|
},
|
||
|
|
"showgrid": true
|
||
|
|
},
|
||
|
|
"yaxis": {
|
||
|
|
"domain": [
|
||
|
|
0,
|
||
|
|
0.33
|
||
|
|
],
|
||
|
|
"showgrid": true
|
||
|
|
},
|
||
|
|
"yaxis2": {
|
||
|
|
"domain": [
|
||
|
|
0.33,
|
||
|
|
1
|
||
|
|
]
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"_py2js_animate": {},
|
||
|
|
"_py2js_deleteTraces": {},
|
||
|
|
"_py2js_moveTraces": {},
|
||
|
|
"_py2js_removeLayoutProps": {},
|
||
|
|
"_py2js_removeTraceProps": {},
|
||
|
|
"_py2js_restyle": {},
|
||
|
|
"_view_count": 0
|
||
|
|
}
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"version_major": 2,
|
||
|
|
"version_minor": 0
|
||
|
|
}
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"nbformat": 4,
|
||
|
|
"nbformat_minor": 4
|
||
|
|
}
|