{ "cells": [ { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "# Calculating the USD Liquidity Index with the OpenBB SDK\n", "\n", "This popular indicator is made from a simple subtraction of three FRED series that are published every Wednesday, and is often overlayed with risk assets like the S&P 500 Index or Bitcoin. The OpenBB SDK is well suited for this task, let's take a look to create this index.\n", "\n", "The formula is defined as:\n", "\n", "```console\n", "WALCL (All Liabilities) – WLRRAL (RRP) – WDTGAL (TGA)\n", "```\n", "\n", "To get these data series, we will use the `fred` function in the `economy` module. First thing is to import the SDK, and we will also import Pandas to conduct some DataFrame operations." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import pandas as pd\n", "from openbb_terminal.sdk import openbb" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "data = openbb.economy.fred([\"WALCL\", \"WLRRAL\", \"WDTGAL\", \"SP500\"])" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "## Querying FRED\n", "\n", "If we didn't already know the ID for the series, we can search with:\n", "\n", "```python\n", "openbb.economy.fred_notes(\"Wednesday Levels\")\n", "```" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
idrealtime_startrealtime_endtitleobservation_startobservation_endfrequencyfrequency_shortunitsunits_shortseasonal_adjustmentseasonal_adjustment_shortlast_updatedpopularitygroup_popularitynotes
0WALCL2023-05-222023-05-22Assets: Total Assets: Total Assets (Less\\nElim...2002-12-182023-05-17Weekly, As of WednesdayWMillions of U.S. DollarsMil. of U.S. $Not Seasonally AdjustedNSA2023-05-18 15:34:02-059797No description provided.
1TREAST2023-05-222023-05-22Assets: Securities Held Outright: U.S. Treasur...2002-12-182023-05-17Weekly, As of WednesdayWMillions of U.S. DollarsMil. of U.S. $Not Seasonally AdjustedNSA2023-05-18 15:35:02-057373The total face value of U.S. Treasury securiti...
2WSHOMCB2023-05-222023-05-22Assets: Securities Held Outright: Mortgage-Bac...2002-12-182023-05-17Weekly, As of WednesdayWMillions of U.S. DollarsMil. of U.S. $Not Seasonally AdjustedNSA2023-05-18 15:35:04-057272The current face value of mortgage-backed obli...
\n", "
" ], "text/plain": [ " id realtime_start realtime_end \\\n", "0 WALCL 2023-05-22 2023-05-22 \n", "1 TREAST 2023-05-22 2023-05-22 \n", "2 WSHOMCB 2023-05-22 2023-05-22 \n", "\n", " title observation_start \\\n", "0 Assets: Total Assets: Total Assets (Less\\nElim... 2002-12-18 \n", "1 Assets: Securities Held Outright: U.S. Treasur... 2002-12-18 \n", "2 Assets: Securities Held Outright: Mortgage-Bac... 2002-12-18 \n", "\n", " observation_end frequency frequency_short \\\n", "0 2023-05-17 Weekly, As of Wednesday W \n", "1 2023-05-17 Weekly, As of Wednesday W \n", "2 2023-05-17 Weekly, As of Wednesday W \n", "\n", " units units_short seasonal_adjustment \\\n", "0 Millions of U.S. Dollars Mil. of U.S. $ Not Seasonally Adjusted \n", "1 Millions of U.S. Dollars Mil. of U.S. $ Not Seasonally Adjusted \n", "2 Millions of U.S. Dollars Mil. of U.S. $ Not Seasonally Adjusted \n", "\n", " seasonal_adjustment_short last_updated popularity \\\n", "0 NSA 2023-05-18 15:34:02-05 97 \n", "1 NSA 2023-05-18 15:35:02-05 73 \n", "2 NSA 2023-05-18 15:35:04-05 72 \n", "\n", " group_popularity notes \n", "0 97 No description provided. \n", "1 73 The total face value of U.S. Treasury securiti... \n", "2 72 The current face value of mortgage-backed obli... " ] }, "execution_count": 24, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# The first result is the series we are looking for as the starting value.\n", "\n", "openbb.economy.fred_notes(\"Wednesday Levels\").head(3)" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
idrealtime_startrealtime_endtitleobservation_startobservation_endfrequencyfrequency_shortunitsunits_shortseasonal_adjustmentseasonal_adjustment_shortlast_updatedpopularitygroup_popularitynotes
0WLRRAL2023-05-222023-05-22Liabilities and Capital: Liabilities: Reverse\\...2002-12-182023-05-17Weekly, As of WednesdayWMillions of U.S. DollarsMil. of U.S. $Not Seasonally AdjustedNSA2023-05-18 15:34:11-055757Reverse repurchase agreements are transactions...
1WLRRAFOIAL2023-05-222023-05-22Liabilities and Capital: Liabilities: Reverse\\...2002-12-182023-05-17Weekly, As of WednesdayWMillions of U.S. DollarsMil. of U.S. $Not Seasonally AdjustedNSA2023-05-18 15:34:14-054343Reverse repurchase agreements are transactions...
2WLRRAOL2023-05-222023-05-22Liabilities and Capital: Liabilities: Reverse\\...2002-12-182023-05-17Weekly, As of WednesdayWMillions of U.S. DollarsMil. of U.S. $Not Seasonally AdjustedNSA2023-05-18 15:34:17-052020No description provided.
\n", "
" ], "text/plain": [ " id realtime_start realtime_end \\\n", "0 WLRRAL 2023-05-22 2023-05-22 \n", "1 WLRRAFOIAL 2023-05-22 2023-05-22 \n", "2 WLRRAOL 2023-05-22 2023-05-22 \n", "\n", " title observation_start \\\n", "0 Liabilities and Capital: Liabilities: Reverse\\... 2002-12-18 \n", "1 Liabilities and Capital: Liabilities: Reverse\\... 2002-12-18 \n", "2 Liabilities and Capital: Liabilities: Reverse\\... 2002-12-18 \n", "\n", " observation_end frequency frequency_short \\\n", "0 2023-05-17 Weekly, As of Wednesday W \n", "1 2023-05-17 Weekly, As of Wednesday W \n", "2 2023-05-17 Weekly, As of Wednesday W \n", "\n", " units units_short seasonal_adjustment \\\n", "0 Millions of U.S. Dollars Mil. of U.S. $ Not Seasonally Adjusted \n", "1 Millions of U.S. Dollars Mil. of U.S. $ Not Seasonally Adjusted \n", "2 Millions of U.S. Dollars Mil. of U.S. $ Not Seasonally Adjusted \n", "\n", " seasonal_adjustment_short last_updated popularity \\\n", "0 NSA 2023-05-18 15:34:11-05 57 \n", "1 NSA 2023-05-18 15:34:14-05 43 \n", "2 NSA 2023-05-18 15:34:17-05 20 \n", "\n", " group_popularity notes \n", "0 57 Reverse repurchase agreements are transactions... \n", "1 43 Reverse repurchase agreements are transactions... \n", "2 20 No description provided. " ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Adding \"Reverse Repo\" to the search returns the second series in the equation, as the first result.\n", "\n", "openbb.economy.fred_notes(\"Wednesday Levels Reverse Repo\").head(3)" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
idrealtime_startrealtime_endtitleobservation_startobservation_endfrequencyfrequency_shortunitsunits_shortseasonal_adjustmentseasonal_adjustment_shortlast_updatedpopularitygroup_popularitynotes
0WDTGAL2023-05-242023-05-24Liabilities and Capital: Liabilities: Deposits...2002-12-182023-05-17Weekly, As of WednesdayWMillions of U.S. DollarsMil. of U.S. $Not Seasonally AdjustedNSA2023-05-18 15:34:08-056868This account is the primary operational accoun...
1D2WLTGAL2023-05-242023-05-24Liabilities and Capital: Liabilities: Deposits...2002-12-182023-05-17Weekly, As of WednesdayWMillions of U.S. DollarsMil. of U.S. $Not Seasonally AdjustedNSA2023-05-18 15:34:12-056464No description provided.
2WLDLCL2023-05-242023-05-24Liabilities and Capital: Liabilities: Deposits...2002-12-182023-05-17Weekly, As of WednesdayWMillions of U.S. DollarsMil. of U.S. $Not Seasonally AdjustedNSA2023-05-18 15:34:18-052929This item is the sum of \"Term deposits held by...
\n", "
" ], "text/plain": [ " id realtime_start realtime_end \\\n", "0 WDTGAL 2023-05-24 2023-05-24 \n", "1 D2WLTGAL 2023-05-24 2023-05-24 \n", "2 WLDLCL 2023-05-24 2023-05-24 \n", "\n", " title observation_start \\\n", "0 Liabilities and Capital: Liabilities: Deposits... 2002-12-18 \n", "1 Liabilities and Capital: Liabilities: Deposits... 2002-12-18 \n", "2 Liabilities and Capital: Liabilities: Deposits... 2002-12-18 \n", "\n", " observation_end frequency frequency_short \\\n", "0 2023-05-17 Weekly, As of Wednesday W \n", "1 2023-05-17 Weekly, As of Wednesday W \n", "2 2023-05-17 Weekly, As of Wednesday W \n", "\n", " units units_short seasonal_adjustment \\\n", "0 Millions of U.S. Dollars Mil. of U.S. $ Not Seasonally Adjusted \n", "1 Millions of U.S. Dollars Mil. of U.S. $ Not Seasonally Adjusted \n", "2 Millions of U.S. Dollars Mil. of U.S. $ Not Seasonally Adjusted \n", "\n", " seasonal_adjustment_short last_updated popularity \\\n", "0 NSA 2023-05-18 15:34:08-05 68 \n", "1 NSA 2023-05-18 15:34:12-05 64 \n", "2 NSA 2023-05-18 15:34:18-05 29 \n", "\n", " group_popularity notes \n", "0 68 This account is the primary operational accoun... \n", "1 64 No description provided. \n", "2 29 This item is the sum of \"Term deposits held by... " ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Refining the search for the Treasury General Account, returns the final series in the equation, as the first result.\n", "\n", "openbb.economy.fred_notes(\"Wednesday Levels Treasury General\").head(3)" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
idrealtime_startrealtime_endtitleobservation_startobservation_endfrequencyfrequency_shortunitsunits_shortseasonal_adjustmentseasonal_adjustment_shortlast_updatedpopularitygroup_popularitynotes
0SP5002023-05-242023-05-24S&P 5002013-05-242023-05-23Daily, CloseDIndexIndexNot Seasonally AdjustedNSA2023-05-23 19:10:47-058383The observations for the S&P 500 represent the...
1VXVCLS2023-05-242023-05-24CBOE S&P 500 3-Month Volatility Index2007-12-042023-05-23Daily, CloseDIndexIndexNot Seasonally AdjustedNSA2023-05-24 08:36:05-055555Copyright, 2016, Chicago Board Options Exchang...
\n", "
" ], "text/plain": [ " id realtime_start realtime_end title \\\n", "0 SP500 2023-05-24 2023-05-24 S&P 500 \n", "1 VXVCLS 2023-05-24 2023-05-24 CBOE S&P 500 3-Month Volatility Index \n", "\n", " observation_start observation_end frequency frequency_short units \\\n", "0 2013-05-24 2023-05-23 Daily, Close D Index \n", "1 2007-12-04 2023-05-23 Daily, Close D Index \n", "\n", " units_short seasonal_adjustment seasonal_adjustment_short \\\n", "0 Index Not Seasonally Adjusted NSA \n", "1 Index Not Seasonally Adjusted NSA \n", "\n", " last_updated popularity group_popularity \\\n", "0 2023-05-23 19:10:47-05 83 83 \n", "1 2023-05-24 08:36:05-05 55 55 \n", "\n", " notes \n", "0 The observations for the S&P 500 represent the... \n", "1 Copyright, 2016, Chicago Board Options Exchang... " ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Several major equity indices are published to FRED, S&P 500 is one of them.\n", "\n", "openbb.economy.fred_notes(\"S&P 500 Index\").head(2)" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "Let's inspect the object that was returned containing all four series. Notice that the object is a Tuple, and it contains the time series data as the first element and the second element is a dictionary of meta data. By looking at the descriptions, we can confirm that all three Federal Reserve series are numbers as `Millions of USD`. If they were not all equivalent, some adjustments would need to be made before applying the equation." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'WALCL': {'title': 'Assets: Total Assets: Total Assets (Less Eliminations from Consolidation): Wednesday Level',\n", " 'units': 'Mil. of U.S. $'},\n", " 'WLRRAL': {'title': 'Liabilities and Capital: Liabilities: Reverse Repurchase Agreements: Wednesday Level',\n", " 'units': 'Mil. of U.S. $'},\n", " 'WDTGAL': {'title': 'Liabilities and Capital: Liabilities: Deposits with F.R. Banks, Other Than Reserve Balances: U.S. Treasury, General Account: Wednesday Level',\n", " 'units': 'Mil. of U.S. $'},\n", " 'SP500': {'title': 'S&P 500', 'units': 'Index'}}" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "data[1]" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "Inspecting the time series element shows that the S&P 500 data (as published to FRED) does not extend as far back as the others. Let's drop the NaN values and start the time series at a common starting point, which is approximately ten years ago." ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
WALCLWLRRALWDTGALSP500USD Liquidity Index
2013-05-293385128.088177.014298.01648.363282653.0
2013-06-053400183.094279.041025.01608.903264879.0
2013-06-123410842.086277.039284.01612.523285281.0
2013-06-193470530.088367.0117287.01628.933264876.0
\n", "
" ], "text/plain": [ " WALCL WLRRAL WDTGAL SP500 USD Liquidity Index\n", "2013-05-29 3385128.0 88177.0 14298.0 1648.36 3282653.0\n", "2013-06-05 3400183.0 94279.0 41025.0 1608.90 3264879.0\n", "2013-06-12 3410842.0 86277.0 39284.0 1612.52 3285281.0\n", "2013-06-19 3470530.0 88367.0 117287.0 1628.93 3264876.0" ] }, "execution_count": 26, "metadata": {}, "output_type": "execute_result" } ], "source": [ "data = data[0].dropna()\n", "\n", "data.head(4)" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "Applying the formula will simply be a matter of subtracting the first, three, columns." ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
WALCLWLRRALWDTGALSP500USD Liquidity Index
2023-04-268562768.02638805.0296209.04055.995627754.0
2023-05-038503994.02640951.0188309.04090.755674734.0
2023-05-108503017.02618178.0154808.04137.645730031.0
2023-05-178456760.02598627.068332.04158.775789801.0
\n", "
" ], "text/plain": [ " WALCL WLRRAL WDTGAL SP500 USD Liquidity Index\n", "2023-04-26 8562768.0 2638805.0 296209.0 4055.99 5627754.0\n", "2023-05-03 8503994.0 2640951.0 188309.0 4090.75 5674734.0\n", "2023-05-10 8503017.0 2618178.0 154808.0 4137.64 5730031.0\n", "2023-05-17 8456760.0 2598627.0 68332.0 4158.77 5789801.0" ] }, "execution_count": 24, "metadata": {}, "output_type": "execute_result" } ], "source": [ "liquidity_index = pd.DataFrame(data)\n", "liquidity_index[\"USD Liquidity Index\"] = (liquidity_index[\"WALCL\"] - liquidity_index[\"WLRRAL\"] - liquidity_index[\"WDTGAL\"])\n", "\n", "liquidity_index.tail(4)" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "Now that there are two items to compare, let's draw it!" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "config": { "displaylogo": false, "plotlyServerURL": "https://plot.ly", "scrollZoom": true }, "data": [ { "hovertemplate": "%{y}", "mode": "lines", "name": "USD Liquidity Index", "type": "scatter", "x": [ "2013-05-29T00:00:00", "2013-06-05T00:00:00", "2013-06-12T00:00:00", "2013-06-19T00:00:00", "2013-06-26T00:00:00", "2013-07-03T00:00:00", "2013-07-10T00:00:00", "2013-07-17T00:00:00", "2013-07-24T00:00:00", "2013-07-31T00:00:00", "2013-08-07T00:00:00", "2013-08-14T00:00:00", "2013-08-21T00:00:00", "2013-08-28T00:00:00", "2013-09-04T00:00:00", "2013-09-11T00:00:00", "2013-09-18T00:00:00", "2013-09-25T00:00:00", "2013-10-02T00:00:00", "2013-10-09T00:00:00", "2013-10-16T00:00:00", "2013-10-23T00:00:00", "2013-10-30T00:00:00", "2013-11-06T00:00:00", "2013-11-13T00:00:00", "2013-11-20T00:00:00", "2013-11-27T00:00:00", "2013-12-04T00:00:00", "2013-12-11T00:00:00", "2013-12-18T00:00:00", "2014-01-08T00:00:00", "2014-01-15T00:00:00", "2014-01-22T00:00:00", "2014-01-29T00:00:00", "2014-02-05T00:00:00", "2014-02-12T00:00:00", "2014-02-19T00:00:00", "2014-02-26T00:00:00", "2014-03-05T00:00:00", "2014-03-12T00:00:00", "2014-03-19T00:00:00", "2014-03-26T00:00:00", "2014-04-02T00:00:00", "2014-04-09T00:00:00", "2014-04-16T00:00:00", "2014-04-23T00:00:00", "2014-04-30T00:00:00", "2014-05-07T00:00:00", "2014-05-14T00:00:00", "2014-05-21T00:00:00", "2014-05-28T00:00:00", "2014-06-04T00:00:00", "2014-06-11T00:00:00", "2014-06-18T00:00:00", "2014-06-25T00:00:00", "2014-07-02T00:00:00", "2014-07-09T00:00:00", "2014-07-16T00:00:00", "2014-07-23T00:00:00", "2014-07-30T00:00:00", "2014-08-06T00:00:00", "2014-08-13T00:00:00", "2014-08-20T00:00:00", "2014-08-27T00:00:00", "2014-09-03T00:00:00", "2014-09-10T00:00:00", "2014-09-17T00:00:00", "2014-09-24T00:00:00", "2014-10-01T00:00:00", "2014-10-08T00:00:00", "2014-10-15T00:00:00", "2014-10-22T00:00:00", "2014-10-29T00:00:00", "2014-11-05T00:00:00", "2014-11-12T00:00:00", "2014-11-19T00:00:00", "2014-11-26T00:00:00", "2014-12-03T00:00:00", "2014-12-10T00:00:00", "2014-12-17T00:00:00", "2014-12-24T00:00:00", "2014-12-31T00:00:00", "2015-01-07T00:00:00", "2015-01-14T00:00:00", "2015-01-21T00:00:00", "2015-01-28T00:00:00", "2015-02-04T00:00:00", "2015-02-11T00:00:00", "2015-02-18T00:00:00", "2015-02-25T00:00:00", "2015-03-04T00:00:00", "2015-03-11T00:00:00", "2015-03-18T00:00:00", "2015-03-25T00:00:00", "2015-04-01T00:00:00", "2015-04-08T00:00:00", "2015-04-15T00:00:00", "2015-04-22T00:00:00", "2015-04-29T00:00:00", "2015-05-06T00:00:00", "2015-05-13T00:00:00", "2015-05-20T00:00:00", "2015-05-27T00:00:00", "2015-06-03T00:00:00", "2015-06-10T00:00:00", "2015-06-17T00:00:00", "2015-06-24T00:00:00", "2015-07-01T00:00:00", "2015-07-08T00:00:00", "2015-07-15T00:00:00", "2015-07-22T00:00:00", "2015-07-29T00:00:00", "2015-08-05T00:00:00", "2015-08-12T00:00:00", "2015-08-19T00:00:00", "2015-08-26T00:00:00", "2015-09-02T00:00:00", "2015-09-09T00:00:00", "2015-09-16T00:00:00", "2015-09-23T00:00:00", "2015-09-30T00:00:00", "2015-10-07T00:00:00", "2015-10-14T00:00:00", "2015-10-21T00:00:00", "2015-10-28T00:00:00", "2015-11-04T00:00:00", "2015-11-11T00:00:00", "2015-11-18T00:00:00", "2015-11-25T00:00:00", "2015-12-02T00:00:00", "2015-12-09T00:00:00", "2015-12-16T00:00:00", "2015-12-23T00:00:00", "2015-12-30T00:00:00", "2016-01-06T00:00:00", "2016-01-13T00:00:00", "2016-01-20T00:00:00", "2016-01-27T00:00:00", "2016-02-03T00:00:00", "2016-02-10T00:00:00", "2016-02-17T00:00:00", "2016-02-24T00:00:00", "2016-03-02T00:00:00", "2016-03-09T00:00:00", "2016-03-16T00:00:00", "2016-03-23T00:00:00", "2016-03-30T00:00:00", "2016-04-06T00:00:00", "2016-04-13T00:00:00", "2016-04-20T00:00:00", "2016-04-27T00:00:00", "2016-05-04T00:00:00", "2016-05-11T00:00:00", "2016-05-18T00:00:00", "2016-05-25T00:00:00", "2016-06-01T00:00:00", "2016-06-08T00:00:00", "2016-06-15T00:00:00", "2016-06-22T00:00:00", "2016-06-29T00:00:00", "2016-07-06T00:00:00", "2016-07-13T00:00:00", "2016-07-20T00:00:00", "2016-07-27T00:00:00", "2016-08-03T00:00:00", "2016-08-10T00:00:00", "2016-08-17T00:00:00", "2016-08-24T00:00:00", "2016-08-31T00:00:00", "2016-09-07T00:00:00", "2016-09-14T00:00:00", "2016-09-21T00:00:00", "2016-09-28T00:00:00", "2016-10-05T00:00:00", "2016-10-12T00:00:00", "2016-10-19T00:00:00", "2016-10-26T00:00:00", "2016-11-02T00:00:00", "2016-11-09T00:00:00", "2016-11-16T00:00:00", "2016-11-23T00:00:00", "2016-11-30T00:00:00", "2016-12-07T00:00:00", "2016-12-14T00:00:00", "2016-12-21T00:00:00", "2016-12-28T00:00:00", "2017-01-04T00:00:00", "2017-01-11T00:00:00", "2017-01-18T00:00:00", "2017-01-25T00:00:00", "2017-02-01T00:00:00", "2017-02-08T00:00:00", "2017-02-15T00:00:00", "2017-02-22T00:00:00", "2017-03-01T00:00:00", "2017-03-08T00:00:00", "2017-03-15T00:00:00", "2017-03-22T00:00:00", "2017-03-29T00:00:00", "2017-04-05T00:00:00", "2017-04-12T00:00:00", "2017-04-19T00:00:00", "2017-04-26T00:00:00", "2017-05-03T00:00:00", "2017-05-10T00:00:00", "2017-05-17T00:00:00", "2017-05-24T00:00:00", "2017-05-31T00:00:00", "2017-06-07T00:00:00", "2017-06-14T00:00:00", "2017-06-21T00:00:00", "2017-06-28T00:00:00", "2017-07-05T00:00:00", "2017-07-12T00:00:00", "2017-07-19T00:00:00", "2017-07-26T00:00:00", "2017-08-02T00:00:00", "2017-08-09T00:00:00", "2017-08-16T00:00:00", "2017-08-23T00:00:00", "2017-08-30T00:00:00", "2017-09-06T00:00:00", "2017-09-13T00:00:00", "2017-09-20T00:00:00", "2017-09-27T00:00:00", "2017-10-04T00:00:00", "2017-10-11T00:00:00", "2017-10-18T00:00:00", "2017-10-25T00:00:00", "2017-11-01T00:00:00", "2017-11-08T00:00:00", "2017-11-15T00:00:00", "2017-11-22T00:00:00", "2017-11-29T00:00:00", "2017-12-06T00:00:00", "2017-12-13T00:00:00", "2017-12-20T00:00:00", "2017-12-27T00:00:00", "2018-01-03T00:00:00", "2018-01-10T00:00:00", "2018-01-17T00:00:00", "2018-01-24T00:00:00", "2018-01-31T00:00:00", "2018-02-07T00:00:00", "2018-02-14T00:00:00", "2018-02-21T00:00:00", "2018-02-28T00:00:00", "2018-03-07T00:00:00", "2018-03-14T00:00:00", "2018-03-21T00:00:00", "2018-03-28T00:00:00", "2018-04-04T00:00:00", "2018-04-11T00:00:00", "2018-04-18T00:00:00", "2018-04-25T00:00:00", "2018-05-02T00:00:00", "2018-05-09T00:00:00", "2018-05-16T00:00:00", "2018-05-23T00:00:00", "2018-05-30T00:00:00", "2018-06-06T00:00:00", "2018-06-13T00:00:00", "2018-06-20T00:00:00", "2018-06-27T00:00:00", "2018-07-11T00:00:00", "2018-07-18T00:00:00", "2018-07-25T00:00:00", "2018-08-01T00:00:00", "2018-08-08T00:00:00", "2018-08-15T00:00:00", "2018-08-22T00:00:00", "2018-08-29T00:00:00", "2018-09-05T00:00:00", "2018-09-12T00:00:00", "2018-09-19T00:00:00", "2018-09-26T00:00:00", "2018-10-03T00:00:00", "2018-10-10T00:00:00", "2018-10-17T00:00:00", "2018-10-24T00:00:00", "2018-10-31T00:00:00", "2018-11-07T00:00:00", "2018-11-14T00:00:00", "2018-11-21T00:00:00", "2018-11-28T00:00:00", "2018-12-12T00:00:00", "2018-12-19T00:00:00", "2018-12-26T00:00:00", "2019-01-02T00:00:00", "2019-01-09T00:00:00", "2019-01-16T00:00:00", "2019-01-23T00:00:00", "2019-01-30T00:00:00", "2019-02-06T00:00:00", "2019-02-13T00:00:00", "2019-02-20T00:00:00", "2019-02-27T00:00:00", "2019-03-06T00:00:00", "2019-03-13T00:00:00", "2019-03-20T00:00:00", "2019-03-27T00:00:00", "2019-04-03T00:00:00", "2019-04-10T00:00:00", "2019-04-17T00:00:00", "2019-04-24T00:00:00", "2019-05-01T00:00:00", "2019-05-08T00:00:00", "2019-05-15T00:00:00", "2019-05-22T00:00:00", "2019-05-29T00:00:00", "2019-06-05T00:00:00", "2019-06-12T00:00:00", "2019-06-19T00:00:00", "2019-06-26T00:00:00", "2019-07-03T00:00:00", "2019-07-10T00:00:00", "2019-07-17T00:00:00", "2019-07-24T00:00:00", "2019-07-31T00:00:00", "2019-08-07T00:00:00", "2019-08-14T00:00:00", "2019-08-21T00:00:00", "2019-08-28T00:00:00", "2019-09-04T00:00:00", "2019-09-11T00:00:00", "2019-09-18T00:00:00", "2019-09-25T00:00:00", "2019-10-02T00:00:00", "2019-10-09T00:00:00", "2019-10-16T00:00:00", "2019-10-23T00:00:00", "2019-10-30T00:00:00", "2019-11-06T00:00:00", "2019-11-13T00:00:00", "2019-11-20T00:00:00", "2019-11-27T00:00:00", "2019-12-04T00:00:00", "2019-12-11T00:00:00", "2019-12-18T00:00:00", "2020-01-08T00:00:00", "2020-01-15T00:00:00", "2020-01-22T00:00:00", "2020-01-29T00:00:00", "2020-02-05T00:00:00", "2020-02-12T00:00:00", "2020-02-19T00:00:00", "2020-02-26T00:00:00", "2020-03-04T00:00:00", "2020-03-11T00:00:00", "2020-03-18T00:00:00", "2020-03-25T00:00:00", "2020-04-01T00:00:00", "2020-04-08T00:00:00", "2020-04-15T00:00:00", "2020-04-22T00:00:00", "2020-04-29T00:00:00", "2020-05-06T00:00:00", "2020-05-13T00:00:00", "2020-05-20T00:00:00", "2020-05-27T00:00:00", "2020-06-03T00:00:00", "2020-06-10T00:00:00", "2020-06-17T00:00:00", "2020-06-24T00:00:00", "2020-07-01T00:00:00", "2020-07-08T00:00:00", "2020-07-15T00:00:00", "2020-07-22T00:00:00", "2020-07-29T00:00:00", "2020-08-05T00:00:00", "2020-08-12T00:00:00", "2020-08-19T00:00:00", "2020-08-26T00:00:00", "2020-09-02T00:00:00", "2020-09-09T00:00:00", "2020-09-16T00:00:00", "2020-09-23T00:00:00", "2020-09-30T00:00:00", "2020-10-07T00:00:00", "2020-10-14T00:00:00", "2020-10-21T00:00:00", "2020-10-28T00:00:00", "2020-11-04T00:00:00", "2020-11-11T00:00:00", "2020-11-18T00:00:00", "2020-11-25T00:00:00", "2020-12-02T00:00:00", "2020-12-09T00:00:00", "2020-12-16T00:00:00", "2020-12-23T00:00:00", "2020-12-30T00:00:00", "2021-01-06T00:00:00", "2021-01-13T00:00:00", "2021-01-20T00:00:00", "2021-01-27T00:00:00", "2021-02-03T00:00:00", "2021-02-10T00:00:00", "2021-02-17T00:00:00", "2021-02-24T00:00:00", "2021-03-03T00:00:00", "2021-03-10T00:00:00", "2021-03-17T00:00:00", "2021-03-24T00:00:00", "2021-03-31T00:00:00", "2021-04-07T00:00:00", "2021-04-14T00:00:00", "2021-04-21T00:00:00", "2021-04-28T00:00:00", "2021-05-05T00:00:00", "2021-05-12T00:00:00", "2021-05-19T00:00:00", "2021-05-26T00:00:00", "2021-06-02T00:00:00", "2021-06-09T00:00:00", "2021-06-16T00:00:00", "2021-06-23T00:00:00", "2021-06-30T00:00:00", "2021-07-07T00:00:00", "2021-07-14T00:00:00", "2021-07-21T00:00:00", "2021-07-28T00:00:00", "2021-08-04T00:00:00", "2021-08-11T00:00:00", "2021-08-18T00:00:00", "2021-08-25T00:00:00", "2021-09-01T00:00:00", "2021-09-08T00:00:00", "2021-09-15T00:00:00", "2021-09-22T00:00:00", "2021-09-29T00:00:00", "2021-10-06T00:00:00", "2021-10-13T00:00:00", "2021-10-20T00:00:00", "2021-10-27T00:00:00", "2021-11-03T00:00:00", "2021-11-10T00:00:00", "2021-11-17T00:00:00", "2021-11-24T00:00:00", "2021-12-01T00:00:00", "2021-12-08T00:00:00", "2021-12-15T00:00:00", "2021-12-22T00:00:00", "2021-12-29T00:00:00", "2022-01-05T00:00:00", "2022-01-12T00:00:00", "2022-01-19T00:00:00", "2022-01-26T00:00:00", "2022-02-02T00:00:00", "2022-02-09T00:00:00", "2022-02-16T00:00:00", "2022-02-23T00:00:00", "2022-03-02T00:00:00", "2022-03-09T00:00:00", "2022-03-16T00:00:00", "2022-03-23T00:00:00", "2022-03-30T00:00:00", "2022-04-06T00:00:00", "2022-04-13T00:00:00", "2022-04-20T00:00:00", "2022-04-27T00:00:00", "2022-05-04T00:00:00", "2022-05-11T00:00:00", "2022-05-18T00:00:00", "2022-05-25T00:00:00", "2022-06-01T00:00:00", "2022-06-08T00:00:00", "2022-06-15T00:00:00", "2022-06-22T00:00:00", "2022-06-29T00:00:00", "2022-07-06T00:00:00", "2022-07-13T00:00:00", "2022-07-20T00:00:00", "2022-07-27T00:00:00", "2022-08-03T00:00:00", "2022-08-10T00:00:00", "2022-08-17T00:00:00", "2022-08-24T00:00:00", "2022-08-31T00:00:00", "2022-09-07T00:00:00", "2022-09-14T00:00:00", "2022-09-21T00:00:00", "2022-09-28T00:00:00", "2022-10-05T00:00:00", "2022-10-12T00:00:00", "2022-10-19T00:00:00", "2022-10-26T00:00:00", "2022-11-02T00:00:00", "2022-11-09T00:00:00", "2022-11-16T00:00:00", "2022-11-23T00:00:00", "2022-11-30T00:00:00", "2022-12-07T00:00:00", "2022-12-14T00:00:00", "2022-12-21T00:00:00", "2022-12-28T00:00:00", "2023-01-04T00:00:00", "2023-01-11T00:00:00", "2023-01-18T00:00:00", "2023-01-25T00:00:00", "2023-02-01T00:00:00", "2023-02-08T00:00:00", "2023-02-15T00:00:00", "2023-02-22T00:00:00", "2023-03-01T00:00:00", "2023-03-08T00:00:00", "2023-03-15T00:00:00", "2023-03-22T00:00:00", "2023-03-29T00:00:00", "2023-04-05T00:00:00", "2023-04-12T00:00:00", "2023-04-19T00:00:00", "2023-04-26T00:00:00", "2023-05-03T00:00:00", "2023-05-10T00:00:00", "2023-05-17T00:00:00" ], "xaxis": "x", "y": [ 3282653, 3264879, 3285281, 3264876, 3295708, 3294823, 3342938, 3382177, 3438053, 3371019, 3429540, 3491097, 3507799, 3528868, 3525112, 3539851, 3568258, 3584831, 3594469, 3636185, 3676078, 3682107, 3698381, 3710218, 3766907, 3752276, 3772704, 3790655, 3836724, 3779098, 3766701, 3827336, 3799236, 3811078, 3835748, 3894838, 3905589, 3899871, 3953292, 3976937, 3932168, 3940109, 3932042, 4007407, 3975969, 3889582, 3822208, 3905950, 3980023, 3971731, 4021499, 4066061, 4085348, 4029124, 4037541, 4017824, 4078646, 4124988, 4113250, 4107784, 4111394, 4129647, 4112108, 4102187, 4144245, 4121934, 4073399, 4078421, 4012400, 4092228, 4151798, 4121104, 4131405, 4157786, 4182317, 4146125, 4162557, 4166703, 4192705, 4100917, 4032718, 3764371, 4081724, 4152628, 4036391, 4024263, 4077448, 4122345, 4126700, 4133840, 4157969, 4196743, 4118713, 4130431, 4062577, 4194673, 4146164, 4013232, 3976186, 4008639, 4052027, 3998375, 4021763, 4038675, 4068888, 3974999, 3964877, 3917138, 4005792, 4061875, 4051105, 4039591, 4038524, 4053065, 4097238, 4124082, 4121722, 4173905, 4071802, 4028746, 3644314, 4116362, 4184718, 4112987, 4108943, 4137203, 4118564, 4060497, 4031081, 3990453, 4020860, 3916688, 3840806, 3663222, 3803904, 3898352, 3847117, 3835271, 3878591, 3927745, 3942533, 3986258, 3957672, 4001353, 3917364, 3907595, 3821240, 3952025, 4003265, 3884078, 3835053, 3876681, 3902980, 3883581, 3892296, 3899026, 3953391, 3895925, 3815527, 3716123, 3834185, 3865019, 3825519, 3839234, 3909857, 3895763, 3901357, 3893099, 3746431, 3901463, 3912344, 3685035, 3597573, 3580611, 3691723, 3626521, 3649261, 3666255, 3726284, 3722376, 3704740, 3561582, 3681038, 3716821, 3521903, 3504869, 3558055, 3668574, 3680965, 3689539, 3722873, 3794851, 3816589, 3815002, 3904745, 3940426, 3969149, 3928273, 3895620, 3966491, 4007902, 3887632, 3836224, 3835218, 3860110, 3886636, 3880477, 3767924, 3907954, 3906258, 3802895, 3760885, 3815490, 3884650, 3894961, 3937954, 3939862, 3986261, 4029519, 3988084, 3996775, 4022889, 4031235, 3893803, 3845429, 3896449, 3943833, 3925320, 3928122, 3954187, 3996979, 4036675, 4015582, 3965263, 4011307, 4015863, 3926851, 3875403, 3889771, 3949199, 3921666, 3890651, 3832955, 3937984, 3985618, 3922673, 3916553, 3975116, 3933819, 3853100, 3836403, 3820243, 3850676, 3787212, 3731405, 3714996, 3772350, 3752957, 3777667, 3749253, 3769144, 3802280, 3692081, 3682479, 3725355, 3691355, 3688363, 3709690, 3708950, 3661271, 3649622, 3641227, 3654407, 3683569, 3574204, 3595907, 3594376, 3650744, 3594431, 3586452, 3536605, 3594941, 3597095, 3537998, 3537519, 3530207, 3435362, 3462580, 3399368, 3446679, 3397675, 3391208, 3379058, 3424224, 3407047, 3395238, 3457218, 3518391, 3493695, 3407127, 3418424, 3415674, 3434746, 3306780, 3258957, 3251108, 3286785, 3305855, 3326616, 3337016, 3368292, 3412563, 3300680, 3313719, 3295435, 3331317, 3319311, 3342813, 3293730, 3364332, 3356496, 3332201, 3323080, 3284103, 3291842, 3216520, 3261364, 3322028, 3361457, 3302177, 3287483, 3329546, 3372763, 3395625, 3371784, 3412058, 3449869, 3528698, 3494498, 3523781, 3534135, 3468847, 3467689, 3510959, 3554519, 3523555, 3551054, 3623503, 3706299, 4032912, 4510274, 4810247, 4921475, 5232148, 5333845, 5310591, 5312946, 5514905, 5577312, 5526443, 5487701, 5423553, 5303922, 5275367, 5125057, 5071452, 4993920, 4972910, 4939545, 5026152, 5103788, 5162902, 5169894, 5153005, 5236116, 5173184, 5227077, 5069217, 5198672, 5307661, 5290333, 5291374, 5345874, 5408838, 5505919, 5534540, 5479638, 5548040, 5555859, 5622207, 5540074, 5521078, 5543920, 5569979, 5580971, 5571936, 5653450, 5786790, 5945092, 5933947, 6075878, 6398489, 6453270, 6214860, 6481841, 6589566, 6514715, 6465784, 6476048, 6537578, 6539894, 6454196, 6450710, 6557836, 6555383, 6312137, 5965690, 6323543, 6433142, 6487358, 6464374, 6512845, 6599414, 6643546, 6669433, 6675943, 6746074, 6728426, 6653113, 6571889, 6630388, 6750860, 6661211, 6598202, 6630846, 6678719, 6681706, 6781914, 6761977, 6752153, 6770493, 6610064, 6552676, 6535346, 6436554, 6323864, 6329675, 6256373, 6291099, 6300310, 6260221, 6443312, 6515133, 6468142, 6331450, 6339568, 6416370, 6351619, 5884048, 5890217, 5877007, 5847914, 5837550, 5854346, 5903935, 5830048, 5740879, 5673148, 5665461, 5763258, 5834287, 5748390, 5790236, 5860203, 5872299, 5842636, 5826880, 5627898, 5779582, 5688073, 5515148, 5495358, 5592077, 5595109, 5531650, 5597399, 5544181, 5569456, 5677344, 5698432, 5555279, 5652333, 5689869, 5567127, 5514208, 5565926, 5614355, 5608277, 5482731, 5518413, 5520600, 5582560, 5459526, 5488058, 5470202, 5938531, 5883947, 5910642, 5892293, 5851516, 5661825, 5627754, 5674734, 5730031, 5789801 ], "yaxis": "y" }, { "hovertemplate": "%{y}", "mode": "lines", "name": "SP500", "type": "scatter", "x": [ "2013-05-29T00:00:00", "2013-06-05T00:00:00", "2013-06-12T00:00:00", "2013-06-19T00:00:00", "2013-06-26T00:00:00", "2013-07-03T00:00:00", "2013-07-10T00:00:00", "2013-07-17T00:00:00", "2013-07-24T00:00:00", "2013-07-31T00:00:00", "2013-08-07T00:00:00", "2013-08-14T00:00:00", "2013-08-21T00:00:00", "2013-08-28T00:00:00", "2013-09-04T00:00:00", "2013-09-11T00:00:00", "2013-09-18T00:00:00", "2013-09-25T00:00:00", "2013-10-02T00:00:00", "2013-10-09T00:00:00", "2013-10-16T00:00:00", "2013-10-23T00:00:00", "2013-10-30T00:00:00", "2013-11-06T00:00:00", "2013-11-13T00:00:00", "2013-11-20T00:00:00", "2013-11-27T00:00:00", "2013-12-04T00:00:00", "2013-12-11T00:00:00", "2013-12-18T00:00:00", "2014-01-08T00:00:00", "2014-01-15T00:00:00", "2014-01-22T00:00:00", "2014-01-29T00:00:00", "2014-02-05T00:00:00", "2014-02-12T00:00:00", "2014-02-19T00:00:00", "2014-02-26T00:00:00", "2014-03-05T00:00:00", "2014-03-12T00:00:00", "2014-03-19T00:00:00", "2014-03-26T00:00:00", "2014-04-02T00:00:00", "2014-04-09T00:00:00", "2014-04-16T00:00:00", "2014-04-23T00:00:00", "2014-04-30T00:00:00", "2014-05-07T00:00:00", "2014-05-14T00:00:00", "2014-05-21T00:00:00", "2014-05-28T00:00:00", "2014-06-04T00:00:00", "2014-06-11T00:00:00", "2014-06-18T00:00:00", "2014-06-25T00:00:00", "2014-07-02T00:00:00", "2014-07-09T00:00:00", "2014-07-16T00:00:00", "2014-07-23T00:00:00", "2014-07-30T00:00:00", "2014-08-06T00:00:00", "2014-08-13T00:00:00", "2014-08-20T00:00:00", "2014-08-27T00:00:00", "2014-09-03T00:00:00", "2014-09-10T00:00:00", "2014-09-17T00:00:00", "2014-09-24T00:00:00", "2014-10-01T00:00:00", "2014-10-08T00:00:00", "2014-10-15T00:00:00", "2014-10-22T00:00:00", "2014-10-29T00:00:00", "2014-11-05T00:00:00", "2014-11-12T00:00:00", "2014-11-19T00:00:00", "2014-11-26T00:00:00", "2014-12-03T00:00:00", "2014-12-10T00:00:00", "2014-12-17T00:00:00", "2014-12-24T00:00:00", "2014-12-31T00:00:00", "2015-01-07T00:00:00", "2015-01-14T00:00:00", "2015-01-21T00:00:00", "2015-01-28T00:00:00", "2015-02-04T00:00:00", "2015-02-11T00:00:00", "2015-02-18T00:00:00", "2015-02-25T00:00:00", "2015-03-04T00:00:00", "2015-03-11T00:00:00", "2015-03-18T00:00:00", "2015-03-25T00:00:00", "2015-04-01T00:00:00", "2015-04-08T00:00:00", "2015-04-15T00:00:00", "2015-04-22T00:00:00", "2015-04-29T00:00:00", "2015-05-06T00:00:00", "2015-05-13T00:00:00", "2015-05-20T00:00:00", "2015-05-27T00:00:00", "2015-06-03T00:00:00", "2015-06-10T00:00:00", "2015-06-17T00:00:00", "2015-06-24T00:00:00", "2015-07-01T00:00:00", "2015-07-08T00:00:00", "2015-07-15T00:00:00", "2015-07-22T00:00:00", "2015-07-29T00:00:00", "2015-08-05T00:00:00", "2015-08-12T00:00:00", "2015-08-19T00:00:00", "2015-08-26T00:00:00", "2015-09-02T00:00:00", "2015-09-09T00:00:00", "2015-09-16T00:00:00", "2015-09-23T00:00:00", "2015-09-30T00:00:00", "2015-10-07T00:00:00", "2015-10-14T00:00:00", "2015-10-21T00:00:00", "2015-10-28T00:00:00", "2015-11-04T00:00:00", "2015-11-11T00:00:00", "2015-11-18T00:00:00", "2015-11-25T00:00:00", "2015-12-02T00:00:00", "2015-12-09T00:00:00", "2015-12-16T00:00:00", "2015-12-23T00:00:00", "2015-12-30T00:00:00", "2016-01-06T00:00:00", "2016-01-13T00:00:00", "2016-01-20T00:00:00", "2016-01-27T00:00:00", "2016-02-03T00:00:00", "2016-02-10T00:00:00", "2016-02-17T00:00:00", "2016-02-24T00:00:00", "2016-03-02T00:00:00", "2016-03-09T00:00:00", "2016-03-16T00:00:00", "2016-03-23T00:00:00", "2016-03-30T00:00:00", "2016-04-06T00:00:00", "2016-04-13T00:00:00", "2016-04-20T00:00:00", "2016-04-27T00:00:00", "2016-05-04T00:00:00", "2016-05-11T00:00:00", "2016-05-18T00:00:00", "2016-05-25T00:00:00", "2016-06-01T00:00:00", "2016-06-08T00:00:00", "2016-06-15T00:00:00", "2016-06-22T00:00:00", "2016-06-29T00:00:00", "2016-07-06T00:00:00", "2016-07-13T00:00:00", "2016-07-20T00:00:00", "2016-07-27T00:00:00", "2016-08-03T00:00:00", "2016-08-10T00:00:00", "2016-08-17T00:00:00", "2016-08-24T00:00:00", "2016-08-31T00:00:00", "2016-09-07T00:00:00", "2016-09-14T00:00:00", "2016-09-21T00:00:00", "2016-09-28T00:00:00", "2016-10-05T00:00:00", "2016-10-12T00:00:00", "2016-10-19T00:00:00", "2016-10-26T00:00:00", "2016-11-02T00:00:00", "2016-11-09T00:00:00", "2016-11-16T00:00:00", "2016-11-23T00:00:00", "2016-11-30T00:00:00", "2016-12-07T00:00:00", "2016-12-14T00:00:00", "2016-12-21T00:00:00", "2016-12-28T00:00:00", "2017-01-04T00:00:00", "2017-01-11T00:00:00", "2017-01-18T00:00:00", "2017-01-25T00:00:00", "2017-02-01T00:00:00", "2017-02-08T00:00:00", "2017-02-15T00:00:00", "2017-02-22T00:00:00", "2017-03-01T00:00:00", "2017-03-08T00:00:00", "2017-03-15T00:00:00", "2017-03-22T00:00:00", "2017-03-29T00:00:00", "2017-04-05T00:00:00", "2017-04-12T00:00:00", "2017-04-19T00:00:00", "2017-04-26T00:00:00", "2017-05-03T00:00:00", "2017-05-10T00:00:00", "2017-05-17T00:00:00", "2017-05-24T00:00:00", "2017-05-31T00:00:00", "2017-06-07T00:00:00", "2017-06-14T00:00:00", "2017-06-21T00:00:00", "2017-06-28T00:00:00", "2017-07-05T00:00:00", "2017-07-12T00:00:00", "2017-07-19T00:00:00", "2017-07-26T00:00:00", "2017-08-02T00:00:00", "2017-08-09T00:00:00", "2017-08-16T00:00:00", "2017-08-23T00:00:00", "2017-08-30T00:00:00", "2017-09-06T00:00:00", "2017-09-13T00:00:00", "2017-09-20T00:00:00", "2017-09-27T00:00:00", "2017-10-04T00:00:00", "2017-10-11T00:00:00", "2017-10-18T00:00:00", "2017-10-25T00:00:00", "2017-11-01T00:00:00", "2017-11-08T00:00:00", "2017-11-15T00:00:00", "2017-11-22T00:00:00", "2017-11-29T00:00:00", "2017-12-06T00:00:00", "2017-12-13T00:00:00", "2017-12-20T00:00:00", "2017-12-27T00:00:00", "2018-01-03T00:00:00", "2018-01-10T00:00:00", "2018-01-17T00:00:00", "2018-01-24T00:00:00", "2018-01-31T00:00:00", "2018-02-07T00:00:00", "2018-02-14T00:00:00", "2018-02-21T00:00:00", "2018-02-28T00:00:00", "2018-03-07T00:00:00", "2018-03-14T00:00:00", "2018-03-21T00:00:00", "2018-03-28T00:00:00", "2018-04-04T00:00:00", "2018-04-11T00:00:00", "2018-04-18T00:00:00", "2018-04-25T00:00:00", "2018-05-02T00:00:00", "2018-05-09T00:00:00", "2018-05-16T00:00:00", "2018-05-23T00:00:00", "2018-05-30T00:00:00", "2018-06-06T00:00:00", "2018-06-13T00:00:00", "2018-06-20T00:00:00", "2018-06-27T00:00:00", "2018-07-11T00:00:00", "2018-07-18T00:00:00", "2018-07-25T00:00:00", "2018-08-01T00:00:00", "2018-08-08T00:00:00", "2018-08-15T00:00:00", "2018-08-22T00:00:00", "2018-08-29T00:00:00", "2018-09-05T00:00:00", "2018-09-12T00:00:00", "2018-09-19T00:00:00", "2018-09-26T00:00:00", "2018-10-03T00:00:00", "2018-10-10T00:00:00", "2018-10-17T00:00:00", "2018-10-24T00:00:00", "2018-10-31T00:00:00", "2018-11-07T00:00:00", "2018-11-14T00:00:00", "2018-11-21T00:00:00", "2018-11-28T00:00:00", "2018-12-12T00:00:00", "2018-12-19T00:00:00", "2018-12-26T00:00:00", "2019-01-02T00:00:00", "2019-01-09T00:00:00", "2019-01-16T00:00:00", "2019-01-23T00:00:00", "2019-01-30T00:00:00", "2019-02-06T00:00:00", "2019-02-13T00:00:00", "2019-02-20T00:00:00", "2019-02-27T00:00:00", "2019-03-06T00:00:00", "2019-03-13T00:00:00", "2019-03-20T00:00:00", "2019-03-27T00:00:00", "2019-04-03T00:00:00", "2019-04-10T00:00:00", "2019-04-17T00:00:00", "2019-04-24T00:00:00", "2019-05-01T00:00:00", "2019-05-08T00:00:00", "2019-05-15T00:00:00", "2019-05-22T00:00:00", "2019-05-29T00:00:00", "2019-06-05T00:00:00", "2019-06-12T00:00:00", "2019-06-19T00:00:00", "2019-06-26T00:00:00", "2019-07-03T00:00:00", "2019-07-10T00:00:00", "2019-07-17T00:00:00", "2019-07-24T00:00:00", "2019-07-31T00:00:00", "2019-08-07T00:00:00", "2019-08-14T00:00:00", "2019-08-21T00:00:00", "2019-08-28T00:00:00", "2019-09-04T00:00:00", "2019-09-11T00:00:00", "2019-09-18T00:00:00", "2019-09-25T00:00:00", "2019-10-02T00:00:00", "2019-10-09T00:00:00", "2019-10-16T00:00:00", "2019-10-23T00:00:00", "2019-10-30T00:00:00", "2019-11-06T00:00:00", "2019-11-13T00:00:00", "2019-11-20T00:00:00", "2019-11-27T00:00:00", "2019-12-04T00:00:00", "2019-12-11T00:00:00", "2019-12-18T00:00:00", "2020-01-08T00:00:00", "2020-01-15T00:00:00", "2020-01-22T00:00:00", "2020-01-29T00:00:00", "2020-02-05T00:00:00", "2020-02-12T00:00:00", "2020-02-19T00:00:00", "2020-02-26T00:00:00", "2020-03-04T00:00:00", "2020-03-11T00:00:00", "2020-03-18T00:00:00", "2020-03-25T00:00:00", "2020-04-01T00:00:00", "2020-04-08T00:00:00", "2020-04-15T00:00:00", "2020-04-22T00:00:00", "2020-04-29T00:00:00", "2020-05-06T00:00:00", "2020-05-13T00:00:00", "2020-05-20T00:00:00", "2020-05-27T00:00:00", "2020-06-03T00:00:00", "2020-06-10T00:00:00", "2020-06-17T00:00:00", "2020-06-24T00:00:00", "2020-07-01T00:00:00", "2020-07-08T00:00:00", "2020-07-15T00:00:00", "2020-07-22T00:00:00", "2020-07-29T00:00:00", "2020-08-05T00:00:00", "2020-08-12T00:00:00", "2020-08-19T00:00:00", "2020-08-26T00:00:00", "2020-09-02T00:00:00", "2020-09-09T00:00:00", "2020-09-16T00:00:00", "2020-09-23T00:00:00", "2020-09-30T00:00:00", "2020-10-07T00:00:00", "2020-10-14T00:00:00", "2020-10-21T00:00:00", "2020-10-28T00:00:00", "2020-11-04T00:00:00", "2020-11-11T00:00:00", "2020-11-18T00:00:00", "2020-11-25T00:00:00", "2020-12-02T00:00:00", "2020-12-09T00:00:00", "2020-12-16T00:00:00", "2020-12-23T00:00:00", "2020-12-30T00:00:00", "2021-01-06T00:00:00", "2021-01-13T00:00:00", "2021-01-20T00:00:00", "2021-01-27T00:00:00", "2021-02-03T00:00:00", "2021-02-10T00:00:00", "2021-02-17T00:00:00", "2021-02-24T00:00:00", "2021-03-03T00:00:00", "2021-03-10T00:00:00", "2021-03-17T00:00:00", "2021-03-24T00:00:00", "2021-03-31T00:00:00", "2021-04-07T00:00:00", "2021-04-14T00:00:00", "2021-04-21T00:00:00", "2021-04-28T00:00:00", "2021-05-05T00:00:00", "2021-05-12T00:00:00", "2021-05-19T00:00:00", "2021-05-26T00:00:00", "2021-06-02T00:00:00", "2021-06-09T00:00:00", "2021-06-16T00:00:00", "2021-06-23T00:00:00", "2021-06-30T00:00:00", "2021-07-07T00:00:00", "2021-07-14T00:00:00", "2021-07-21T00:00:00", "2021-07-28T00:00:00", "2021-08-04T00:00:00", "2021-08-11T00:00:00", "2021-08-18T00:00:00", "2021-08-25T00:00:00", "2021-09-01T00:00:00", "2021-09-08T00:00:00", "2021-09-15T00:00:00", "2021-09-22T00:00:00", "2021-09-29T00:00:00", "2021-10-06T00:00:00", "2021-10-13T00:00:00", "2021-10-20T00:00:00", "2021-10-27T00:00:00", "2021-11-03T00:00:00", "2021-11-10T00:00:00", "2021-11-17T00:00:00", "2021-11-24T00:00:00", "2021-12-01T00:00:00", "2021-12-08T00:00:00", "2021-12-15T00:00:00", "2021-12-22T00:00:00", "2021-12-29T00:00:00", "2022-01-05T00:00:00", "2022-01-12T00:00:00", "2022-01-19T00:00:00", "2022-01-26T00:00:00", "2022-02-02T00:00:00", "2022-02-09T00:00:00", "2022-02-16T00:00:00", "2022-02-23T00:00:00", "2022-03-02T00:00:00", "2022-03-09T00:00:00", "2022-03-16T00:00:00", "2022-03-23T00:00:00", "2022-03-30T00:00:00", "2022-04-06T00:00:00", "2022-04-13T00:00:00", "2022-04-20T00:00:00", "2022-04-27T00:00:00", "2022-05-04T00:00:00", "2022-05-11T00:00:00", "2022-05-18T00:00:00", "2022-05-25T00:00:00", "2022-06-01T00:00:00", "2022-06-08T00:00:00", "2022-06-15T00:00:00", "2022-06-22T00:00:00", "2022-06-29T00:00:00", "2022-07-06T00:00:00", "2022-07-13T00:00:00", "2022-07-20T00:00:00", "2022-07-27T00:00:00", "2022-08-03T00:00:00", "2022-08-10T00:00:00", "2022-08-17T00:00:00", "2022-08-24T00:00:00", "2022-08-31T00:00:00", "2022-09-07T00:00:00", "2022-09-14T00:00:00", "2022-09-21T00:00:00", "2022-09-28T00:00:00", "2022-10-05T00:00:00", "2022-10-12T00:00:00", "2022-10-19T00:00:00", "2022-10-26T00:00:00", "2022-11-02T00:00:00", "2022-11-09T00:00:00", "2022-11-16T00:00:00", "2022-11-23T00:00:00", "2022-11-30T00:00:00", "2022-12-07T00:00:00", "2022-12-14T00:00:00", "2022-12-21T00:00:00", "2022-12-28T00:00:00", "2023-01-04T00:00:00", "2023-01-11T00:00:00", "2023-01-18T00:00:00", "2023-01-25T00:00:00", "2023-02-01T00:00:00", "2023-02-08T00:00:00", "2023-02-15T00:00:00", "2023-02-22T00:00:00", "2023-03-01T00:00:00", "2023-03-08T00:00:00", "2023-03-15T00:00:00", "2023-03-22T00:00:00", "2023-03-29T00:00:00", "2023-04-05T00:00:00", "2023-04-12T00:00:00", "2023-04-19T00:00:00", "2023-04-26T00:00:00", "2023-05-03T00:00:00", "2023-05-10T00:00:00", "2023-05-17T00:00:00" ], "xaxis": "x", "xhoverformat": "%Y-%m-%d", "y": [ 1648.36, 1608.9, 1612.52, 1628.93, 1603.26, 1615.41, 1652.62, 1680.91, 1685.94, 1685.73, 1690.91, 1685.39, 1642.8, 1634.96, 1653.08, 1689.13, 1725.52, 1692.77, 1693.87, 1656.4, 1721.54, 1746.38, 1763.31, 1770.49, 1782, 1781.37, 1807.23, 1792.81, 1782.22, 1810.65, 1837.49, 1848.38, 1844.86, 1774.2, 1751.64, 1819.26, 1828.75, 1845.16, 1873.81, 1868.2, 1860.77, 1852.56, 1890.9, 1872.18, 1862.31, 1875.39, 1883.95, 1878.21, 1888.53, 1888.03, 1909.78, 1927.88, 1943.89, 1956.98, 1959.53, 1974.62, 1972.83, 1981.57, 1987.01, 1970.07, 1920.24, 1946.72, 1986.51, 2000.12, 2000.72, 1995.69, 2001.57, 1998.3, 1946.16, 1968.89, 1862.49, 1927.11, 1982.3, 2023.57, 2038.25, 2048.72, 2072.83, 2074.33, 2026.14, 2012.89, 2081.88, 2058.9, 2025.9, 2011.27, 2032.12, 2002.16, 2041.51, 2068.53, 2099.68, 2113.86, 2098.53, 2040.24, 2099.5, 2061.05, 2059.69, 2081.9, 2106.63, 2107.96, 2106.85, 2080.15, 2098.48, 2125.85, 2123.48, 2114.07, 2105.2, 2100.44, 2108.58, 2077.42, 2046.68, 2107.4, 2114.15, 2108.57, 2099.84, 2086.05, 2079.61, 1940.51, 1948.86, 1942.04, 1995.31, 1938.76, 1920.03, 1995.83, 1994.24, 2018.94, 2090.35, 2102.31, 2075, 2083.58, 2088.87, 2079.51, 2047.62, 2073.07, 2064.29, 2063.36, 1990.26, 1890.28, 1859.33, 1882.95, 1912.53, 1851.86, 1926.82, 1929.8, 1986.45, 1989.26, 2027.22, 2036.71, 2063.95, 2066.66, 2082.42, 2102.4, 2095.15, 2051.12, 2064.46, 2047.63, 2090.54, 2099.33, 2119.12, 2071.5, 2085.45, 2070.77, 2099.73, 2152.43, 2173.02, 2166.58, 2163.79, 2175.49, 2182.22, 2175.44, 2170.95, 2186.16, 2125.77, 2163.12, 2171.37, 2159.73, 2139.18, 2144.29, 2139.43, 2097.94, 2163.26, 2176.94, 2204.72, 2198.81, 2241.35, 2253.28, 2265.18, 2249.92, 2270.75, 2275.32, 2271.89, 2298.37, 2279.55, 2294.67, 2349.25, 2362.82, 2395.96, 2362.98, 2385.26, 2348.45, 2361.13, 2352.95, 2344.93, 2338.17, 2387.45, 2388.13, 2399.63, 2357.03, 2404.39, 2411.8, 2433.14, 2437.92, 2435.61, 2440.69, 2432.54, 2443.25, 2473.83, 2477.83, 2477.57, 2474.02, 2468.11, 2444.04, 2457.59, 2465.54, 2498.37, 2508.24, 2507.04, 2537.74, 2555.24, 2561.26, 2557.15, 2579.36, 2594.38, 2564.62, 2597.08, 2626.07, 2629.27, 2662.85, 2679.25, 2682.62, 2713.06, 2748.23, 2802.56, 2837.54, 2823.81, 2681.66, 2698.63, 2701.33, 2713.83, 2726.8, 2749.48, 2711.93, 2605, 2644.69, 2642.19, 2708.64, 2639.4, 2635.67, 2697.79, 2722.46, 2733.29, 2724.01, 2772.35, 2775.63, 2767.32, 2699.63, 2774.02, 2815.62, 2846.07, 2813.36, 2857.7, 2818.37, 2861.82, 2914.04, 2888.6, 2888.92, 2907.95, 2905.97, 2925.51, 2785.68, 2809.21, 2656.1, 2711.74, 2813.89, 2701.58, 2649.93, 2743.79, 2651.07, 2506.96, 2467.7, 2510.03, 2584.96, 2616.1, 2638.7, 2681.05, 2731.61, 2753.03, 2784.7, 2792.38, 2771.45, 2810.92, 2824.23, 2805.37, 2873.4, 2888.21, 2900.45, 2927.25, 2923.73, 2879.42, 2850.96, 2856.27, 2783.02, 2826.15, 2879.84, 2926.46, 2913.78, 2995.82, 2993.07, 2984.42, 3019.56, 2980.38, 2883.98, 2840.6, 2924.43, 2887.94, 2937.78, 3000.93, 3006.73, 2984.87, 2887.61, 2919.4, 2989.69, 3004.52, 3046.77, 3076.78, 3094.04, 3108.46, 3153.63, 3112.76, 3141.63, 3191.14, 3253.05, 3289.29, 3321.75, 3273.4, 3334.69, 3379.45, 3386.15, 3116.39, 3130.12, 2741.38, 2398.1, 2475.56, 2470.5, 2749.98, 2783.36, 2799.31, 2939.51, 2848.42, 2820, 2971.61, 3036.13, 3122.87, 3190.14, 3113.49, 3050.33, 3115.86, 3169.94, 3226.56, 3276.02, 3258.44, 3327.77, 3380.35, 3374.85, 3478.73, 3580.84, 3398.96, 3385.49, 3236.92, 3363, 3419.45, 3488.67, 3435.56, 3271.03, 3443.44, 3572.66, 3567.79, 3629.65, 3669.01, 3672.82, 3701.17, 3690.01, 3732.04, 3748.14, 3809.84, 3851.85, 3750.77, 3830.17, 3909.88, 3931.33, 3925.43, 3819.72, 3898.81, 3974.12, 3889.14, 3972.89, 4079.95, 4124.66, 4173.42, 4183.18, 4167.59, 4063.04, 4115.68, 4195.99, 4208.12, 4219.55, 4223.7, 4241.84, 4297.5, 4358.13, 4374.3, 4358.69, 4400.64, 4402.66, 4447.7, 4400.27, 4496.19, 4524.09, 4514.07, 4480.7, 4395.64, 4359.46, 4363.55, 4363.8, 4536.19, 4551.68, 4660.57, 4646.71, 4688.67, 4701.46, 4513.04, 4701.21, 4709.85, 4696.56, 4793.06, 4700.58, 4726.35, 4532.76, 4349.93, 4589.38, 4587.18, 4475.01, 4225.5, 4386.54, 4277.88, 4357.86, 4456.24, 4602.45, 4481.15, 4446.59, 4459.45, 4183.96, 4300.17, 3935.18, 3923.68, 3978.73, 4101.23, 4115.77, 3789.99, 3759.89, 3818.83, 3845.08, 3801.78, 3959.9, 4023.61, 4155.17, 4210.24, 4274.04, 4140.77, 3955, 3979.87, 3946.01, 3789.93, 3719.04, 3783.28, 3577.03, 3695.16, 3830.6, 3759.69, 3748.57, 3958.79, 4027.26, 4080.11, 3933.92, 3995.32, 3878.44, 3783.22, 3852.97, 3969.61, 3928.86, 4016.22, 4119.21, 4117.86, 4147.6, 3991.05, 3951.39, 3992.01, 3891.93, 3936.97, 4027.81, 4090.38, 4091.95, 4154.52, 4055.99, 4090.75, 4137.64, 4158.77 ], "yaxis": "y2" } ], "layout": { "annotations": [ { "font": { "color": "gray", "size": 17 }, "opacity": 0.5, "text": "OpenBB Terminal", "x": 1, "xanchor": "right", "xref": "paper", "xshift": 40, "y": 0, "yanchor": "bottom", "yref": "paper", "yshift": -80 } ], "bargap": 0, "bargroupgap": 0, "barmode": "overlay", "hoverdistance": 2, "legend": { "groupclick": "toggleitem", "orientation": "v", "tracegroupgap": 133.33333333333334 }, "margin": { "b": 80, "l": 40, "r": 50, "t": 50 }, "modebar": { "activecolor": "#d1030d", "bgcolor": "#2A2A2A", "color": "#FFFFFF", "orientation": "v" }, "newshape": { "line": { "color": "gold" } }, "spikedistance": 2, "template": { "data": { "bar": [ { "error_x": { "color": "#f2f5fa" }, "error_y": { "color": "#f2f5fa" }, "marker": { "line": { "color": "rgb(17,17,17)", "width": 0.5 }, "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "bar" } ], "barpolar": [ { "marker": { "line": { "color": "rgb(17,17,17)", "width": 0.5 }, "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "barpolar" } ], "candlestick": [ { "decreasing": { "fillcolor": "#e4003a", "line": { "color": "#e4003a" } }, "increasing": { "fillcolor": "#00ACFF", "line": { "color": "#00ACFF" } }, "type": "candlestick" } ], "carpet": [ { "aaxis": { "endlinecolor": "#A2B1C6", "gridcolor": "#506784", "linecolor": "#506784", "minorgridcolor": "#506784", "startlinecolor": "#A2B1C6" }, "baxis": { "endlinecolor": "#A2B1C6", "gridcolor": "#506784", "linecolor": "#506784", "minorgridcolor": "#506784", "startlinecolor": "#A2B1C6" }, "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": { "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "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": { "line": { "color": "#283442" } }, "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": { "line": { "color": "#283442" } }, "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": "#506784" }, "line": { "color": "rgb(17,17,17)" } }, "header": { "fill": { "color": "#2a3f5f" }, "line": { "color": "rgb(17,17,17)" } }, "type": "table" } ] }, "layout": { "annotationdefaults": { "arrowcolor": "#f2f5fa", "arrowhead": 0, "arrowwidth": 1, "showarrow": false }, "autotypenumbers": "strict", "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": [ "#ffed00", "#ef7d00", "#e4003a", "#c13246", "#822661", "#48277c", "#005ca9", "#00aaff", "#9b30d9", "#af005f", "#5f00af", "#af87ff" ], "dragmode": "pan", "font": { "color": "#f2f5fa", "family": "Fira Code", "size": 18 }, "geo": { "bgcolor": "rgb(17,17,17)", "lakecolor": "rgb(17,17,17)", "landcolor": "rgb(17,17,17)", "showlakes": true, "showland": true, "subunitcolor": "#506784" }, "hoverlabel": { "align": "left" }, "hovermode": "x", "legend": { "bgcolor": "rgba(0, 0, 0, 0)", "font": { "size": 15 }, "x": 0.01, "xanchor": "left", "y": 0.99, "yanchor": "top" }, "mapbox": { "style": "dark" }, "paper_bgcolor": "#000000", "plot_bgcolor": "#000000", "polar": { "angularaxis": { "gridcolor": "#506784", "linecolor": "#506784", "ticks": "" }, "bgcolor": "rgb(17,17,17)", "radialaxis": { "gridcolor": "#506784", "linecolor": "#506784", "ticks": "" } }, "scene": { "xaxis": { "backgroundcolor": "rgb(17,17,17)", "gridcolor": "#506784", "gridwidth": 2, "linecolor": "#506784", "showbackground": true, "ticks": "", "zerolinecolor": "#C8D4E3" }, "yaxis": { "backgroundcolor": "rgb(17,17,17)", "gridcolor": "#506784", "gridwidth": 2, "linecolor": "#506784", "showbackground": true, "ticks": "", "zerolinecolor": "#C8D4E3" }, "zaxis": { "backgroundcolor": "rgb(17,17,17)", "gridcolor": "#506784", "gridwidth": 2, "linecolor": "#506784", "showbackground": true, "ticks": "", "zerolinecolor": "#C8D4E3" } }, "shapedefaults": { "line": { "color": "#f2f5fa" } }, "sliderdefaults": { "bgcolor": "#C8D4E3", "bordercolor": "rgb(17,17,17)", "borderwidth": 1, "tickwidth": 0 }, "ternary": { "aaxis": { "gridcolor": "#506784", "linecolor": "#506784", "ticks": "" }, "baxis": { "gridcolor": "#506784", "linecolor": "#506784", "ticks": "" }, "bgcolor": "rgb(17,17,17)", "caxis": { "gridcolor": "#506784", "linecolor": "#506784", "ticks": "" } }, "title": { "x": 0.05 }, "updatemenudefaults": { "bgcolor": "#506784", "borderwidth": 0 }, "xaxis": { "automargin": true, "autorange": true, "gridcolor": "#283442", "linecolor": "#F5EFF3", "mirror": true, "rangeslider": { "visible": false }, "showgrid": true, "showline": true, "tick0": 1, "tickfont": { "size": 14 }, "ticks": "outside", "title": { "standoff": 20 }, "zeroline": false, "zerolinecolor": "#283442", "zerolinewidth": 2 }, "yaxis": { "anchor": "x", "automargin": true, "fixedrange": false, "gridcolor": "#283442", "linecolor": "#F5EFF3", "mirror": true, "showgrid": true, "showline": true, "side": "right", "tick0": 0.5, "ticks": "outside", "title": { "standoff": 20 }, "zeroline": false, "zerolinecolor": "#283442", "zerolinewidth": 2 } } }, "xaxis": { "anchor": "y", "domain": [ 0, 0.94 ] }, "yaxis": { "anchor": "x", "domain": [ 0, 1 ], "side": "left" }, "yaxis2": { "anchor": "x", "overlaying": "y", "side": "right" } } } }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Import a Terminal function for plotting with two y-axis. Each axis will require its own DataFrame.\n", "\n", "from openbb_terminal.economy.plot_view import show_plot\n", "\n", "y_axis1 = pd.DataFrame(liquidity_index[[\"USD Liquidity Index\"]])\n", "y_axis2 = pd.DataFrame(liquidity_index[[\"SP500\"]])\n", "\n", "show_plot(y_axis1, y_axis2)" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "To draw them both on the same y-axis, they will need to be normalized. There are several methods for normalizing a series, the fourth function in the block below paramaterizes a few of them, making it easy to A/B them." ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
USD Liquidity IndexSP500
2023-05-030.6894650.779826
2023-05-100.7049740.794526
2023-05-170.7217380.801151
\n", "
" ], "text/plain": [ " USD Liquidity Index SP500\n", "2023-05-03 0.689465 0.779826\n", "2023-05-10 0.704974 0.794526\n", "2023-05-17 0.721738 0.801151" ] }, "execution_count": 27, "metadata": {}, "output_type": "execute_result" } ], "source": [ "y_axis = liquidity_index[[\"USD Liquidity Index\", \"SP500\"]]\n", "\n", "def absolute_maximum_scale(series):\n", " return series / series.abs().max()\n", "\n", "def min_max_scaling(series):\n", " return (series - series.min()) / (series.max() - series.min())\n", "\n", "def z_score_standardization(series):\n", " return (series - series.mean()) / series.std()\n", "\n", "methods = {\"z\": z_score_standardization, \"m\": min_max_scaling, \"a\": absolute_maximum_scale}\n", "\n", "def normalize(data: pd.DataFrame, method: str = \"z\") -> pd.DataFrame: \n", " for col in data.columns:\n", " data[col] = methods[f\"{method}\"](data[col])\n", "\n", " return data\n", "\n", "normalized = normalize(y_axis, method = \"m\")\n", "\n", "normalized.tail(3)" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "We can use `openbb.forecast.plot` to make a fast chart of multiple columns on the same y-axis." ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "config": { "displaylogo": false, "plotlyServerURL": "https://plot.ly", "scrollZoom": true }, "data": [ { "hovertemplate": "%{y}", "name": "USD Liquidity Index", "type": "scatter", "x": [ "2013-05-29T00:00:00", "2013-06-05T00:00:00", "2013-06-12T00:00:00", "2013-06-19T00:00:00", "2013-06-26T00:00:00", "2013-07-03T00:00:00", "2013-07-10T00:00:00", "2013-07-17T00:00:00", "2013-07-24T00:00:00", "2013-07-31T00:00:00", "2013-08-07T00:00:00", "2013-08-14T00:00:00", "2013-08-21T00:00:00", "2013-08-28T00:00:00", "2013-09-04T00:00:00", "2013-09-11T00:00:00", "2013-09-18T00:00:00", "2013-09-25T00:00:00", "2013-10-02T00:00:00", "2013-10-09T00:00:00", "2013-10-16T00:00:00", "2013-10-23T00:00:00", "2013-10-30T00:00:00", "2013-11-06T00:00:00", "2013-11-13T00:00:00", "2013-11-20T00:00:00", "2013-11-27T00:00:00", "2013-12-04T00:00:00", "2013-12-11T00:00:00", "2013-12-18T00:00:00", "2014-01-08T00:00:00", "2014-01-15T00:00:00", "2014-01-22T00:00:00", "2014-01-29T00:00:00", "2014-02-05T00:00:00", "2014-02-12T00:00:00", "2014-02-19T00:00:00", "2014-02-26T00:00:00", "2014-03-05T00:00:00", "2014-03-12T00:00:00", "2014-03-19T00:00:00", "2014-03-26T00:00:00", "2014-04-02T00:00:00", "2014-04-09T00:00:00", "2014-04-16T00:00:00", "2014-04-23T00:00:00", "2014-04-30T00:00:00", "2014-05-07T00:00:00", "2014-05-14T00:00:00", "2014-05-21T00:00:00", "2014-05-28T00:00:00", "2014-06-04T00:00:00", "2014-06-11T00:00:00", "2014-06-18T00:00:00", "2014-06-25T00:00:00", "2014-07-02T00:00:00", "2014-07-09T00:00:00", "2014-07-16T00:00:00", "2014-07-23T00:00:00", "2014-07-30T00:00:00", "2014-08-06T00:00:00", "2014-08-13T00:00:00", "2014-08-20T00:00:00", "2014-08-27T00:00:00", "2014-09-03T00:00:00", "2014-09-10T00:00:00", "2014-09-17T00:00:00", "2014-09-24T00:00:00", "2014-10-01T00:00:00", "2014-10-08T00:00:00", "2014-10-15T00:00:00", "2014-10-22T00:00:00", "2014-10-29T00:00:00", "2014-11-05T00:00:00", "2014-11-12T00:00:00", "2014-11-19T00:00:00", "2014-11-26T00:00:00", "2014-12-03T00:00:00", "2014-12-10T00:00:00", "2014-12-17T00:00:00", "2014-12-24T00:00:00", "2014-12-31T00:00:00", "2015-01-07T00:00:00", "2015-01-14T00:00:00", "2015-01-21T00:00:00", "2015-01-28T00:00:00", "2015-02-04T00:00:00", "2015-02-11T00:00:00", "2015-02-18T00:00:00", "2015-02-25T00:00:00", "2015-03-04T00:00:00", "2015-03-11T00:00:00", "2015-03-18T00:00:00", "2015-03-25T00:00:00", "2015-04-01T00:00:00", "2015-04-08T00:00:00", "2015-04-15T00:00:00", "2015-04-22T00:00:00", "2015-04-29T00:00:00", "2015-05-06T00:00:00", "2015-05-13T00:00:00", "2015-05-20T00:00:00", "2015-05-27T00:00:00", "2015-06-03T00:00:00", "2015-06-10T00:00:00", "2015-06-17T00:00:00", "2015-06-24T00:00:00", "2015-07-01T00:00:00", "2015-07-08T00:00:00", "2015-07-15T00:00:00", "2015-07-22T00:00:00", "2015-07-29T00:00:00", "2015-08-05T00:00:00", "2015-08-12T00:00:00", "2015-08-19T00:00:00", "2015-08-26T00:00:00", "2015-09-02T00:00:00", "2015-09-09T00:00:00", "2015-09-16T00:00:00", "2015-09-23T00:00:00", "2015-09-30T00:00:00", "2015-10-07T00:00:00", "2015-10-14T00:00:00", "2015-10-21T00:00:00", "2015-10-28T00:00:00", "2015-11-04T00:00:00", "2015-11-11T00:00:00", "2015-11-18T00:00:00", "2015-11-25T00:00:00", "2015-12-02T00:00:00", "2015-12-09T00:00:00", "2015-12-16T00:00:00", "2015-12-23T00:00:00", "2015-12-30T00:00:00", "2016-01-06T00:00:00", "2016-01-13T00:00:00", "2016-01-20T00:00:00", "2016-01-27T00:00:00", "2016-02-03T00:00:00", "2016-02-10T00:00:00", "2016-02-17T00:00:00", "2016-02-24T00:00:00", "2016-03-02T00:00:00", "2016-03-09T00:00:00", "2016-03-16T00:00:00", "2016-03-23T00:00:00", "2016-03-30T00:00:00", "2016-04-06T00:00:00", "2016-04-13T00:00:00", "2016-04-20T00:00:00", "2016-04-27T00:00:00", "2016-05-04T00:00:00", "2016-05-11T00:00:00", "2016-05-18T00:00:00", "2016-05-25T00:00:00", "2016-06-01T00:00:00", "2016-06-08T00:00:00", "2016-06-15T00:00:00", "2016-06-22T00:00:00", "2016-06-29T00:00:00", "2016-07-06T00:00:00", "2016-07-13T00:00:00", "2016-07-20T00:00:00", "2016-07-27T00:00:00", "2016-08-03T00:00:00", "2016-08-10T00:00:00", "2016-08-17T00:00:00", "2016-08-24T00:00:00", "2016-08-31T00:00:00", "2016-09-07T00:00:00", "2016-09-14T00:00:00", "2016-09-21T00:00:00", "2016-09-28T00:00:00", "2016-10-05T00:00:00", "2016-10-12T00:00:00", "2016-10-19T00:00:00", "2016-10-26T00:00:00", "2016-11-02T00:00:00", "2016-11-09T00:00:00", "2016-11-16T00:00:00", "2016-11-23T00:00:00", "2016-11-30T00:00:00", "2016-12-07T00:00:00", "2016-12-14T00:00:00", "2016-12-21T00:00:00", "2016-12-28T00:00:00", "2017-01-04T00:00:00", "2017-01-11T00:00:00", "2017-01-18T00:00:00", "2017-01-25T00:00:00", "2017-02-01T00:00:00", "2017-02-08T00:00:00", "2017-02-15T00:00:00", "2017-02-22T00:00:00", "2017-03-01T00:00:00", "2017-03-08T00:00:00", "2017-03-15T00:00:00", "2017-03-22T00:00:00", "2017-03-29T00:00:00", "2017-04-05T00:00:00", "2017-04-12T00:00:00", "2017-04-19T00:00:00", "2017-04-26T00:00:00", "2017-05-03T00:00:00", "2017-05-10T00:00:00", "2017-05-17T00:00:00", "2017-05-24T00:00:00", "2017-05-31T00:00:00", "2017-06-07T00:00:00", "2017-06-14T00:00:00", "2017-06-21T00:00:00", "2017-06-28T00:00:00", "2017-07-05T00:00:00", "2017-07-12T00:00:00", "2017-07-19T00:00:00", "2017-07-26T00:00:00", "2017-08-02T00:00:00", "2017-08-09T00:00:00", "2017-08-16T00:00:00", "2017-08-23T00:00:00", "2017-08-30T00:00:00", "2017-09-06T00:00:00", "2017-09-13T00:00:00", "2017-09-20T00:00:00", "2017-09-27T00:00:00", "2017-10-04T00:00:00", "2017-10-11T00:00:00", "2017-10-18T00:00:00", "2017-10-25T00:00:00", "2017-11-01T00:00:00", "2017-11-08T00:00:00", "2017-11-15T00:00:00", "2017-11-22T00:00:00", "2017-11-29T00:00:00", "2017-12-06T00:00:00", "2017-12-13T00:00:00", "2017-12-20T00:00:00", "2017-12-27T00:00:00", "2018-01-03T00:00:00", "2018-01-10T00:00:00", "2018-01-17T00:00:00", "2018-01-24T00:00:00", "2018-01-31T00:00:00", "2018-02-07T00:00:00", "2018-02-14T00:00:00", "2018-02-21T00:00:00", "2018-02-28T00:00:00", "2018-03-07T00:00:00", "2018-03-14T00:00:00", "2018-03-21T00:00:00", "2018-03-28T00:00:00", "2018-04-04T00:00:00", "2018-04-11T00:00:00", "2018-04-18T00:00:00", "2018-04-25T00:00:00", "2018-05-02T00:00:00", "2018-05-09T00:00:00", "2018-05-16T00:00:00", "2018-05-23T00:00:00", "2018-05-30T00:00:00", "2018-06-06T00:00:00", "2018-06-13T00:00:00", "2018-06-20T00:00:00", "2018-06-27T00:00:00", "2018-07-11T00:00:00", "2018-07-18T00:00:00", "2018-07-25T00:00:00", "2018-08-01T00:00:00", "2018-08-08T00:00:00", "2018-08-15T00:00:00", "2018-08-22T00:00:00", "2018-08-29T00:00:00", "2018-09-05T00:00:00", "2018-09-12T00:00:00", "2018-09-19T00:00:00", "2018-09-26T00:00:00", "2018-10-03T00:00:00", "2018-10-10T00:00:00", "2018-10-17T00:00:00", "2018-10-24T00:00:00", "2018-10-31T00:00:00", "2018-11-07T00:00:00", "2018-11-14T00:00:00", "2018-11-21T00:00:00", "2018-11-28T00:00:00", "2018-12-12T00:00:00", "2018-12-19T00:00:00", "2018-12-26T00:00:00", "2019-01-02T00:00:00", "2019-01-09T00:00:00", "2019-01-16T00:00:00", "2019-01-23T00:00:00", "2019-01-30T00:00:00", "2019-02-06T00:00:00", "2019-02-13T00:00:00", "2019-02-20T00:00:00", "2019-02-27T00:00:00", "2019-03-06T00:00:00", "2019-03-13T00:00:00", "2019-03-20T00:00:00", "2019-03-27T00:00:00", "2019-04-03T00:00:00", "2019-04-10T00:00:00", "2019-04-17T00:00:00", "2019-04-24T00:00:00", "2019-05-01T00:00:00", "2019-05-08T00:00:00", "2019-05-15T00:00:00", "2019-05-22T00:00:00", "2019-05-29T00:00:00", "2019-06-05T00:00:00", "2019-06-12T00:00:00", "2019-06-19T00:00:00", "2019-06-26T00:00:00", "2019-07-03T00:00:00", "2019-07-10T00:00:00", "2019-07-17T00:00:00", "2019-07-24T00:00:00", "2019-07-31T00:00:00", "2019-08-07T00:00:00", "2019-08-14T00:00:00", "2019-08-21T00:00:00", "2019-08-28T00:00:00", "2019-09-04T00:00:00", "2019-09-11T00:00:00", "2019-09-18T00:00:00", "2019-09-25T00:00:00", "2019-10-02T00:00:00", "2019-10-09T00:00:00", "2019-10-16T00:00:00", "2019-10-23T00:00:00", "2019-10-30T00:00:00", "2019-11-06T00:00:00", "2019-11-13T00:00:00", "2019-11-20T00:00:00", "2019-11-27T00:00:00", "2019-12-04T00:00:00", "2019-12-11T00:00:00", "2019-12-18T00:00:00", "2020-01-08T00:00:00", "2020-01-15T00:00:00", "2020-01-22T00:00:00", "2020-01-29T00:00:00", "2020-02-05T00:00:00", "2020-02-12T00:00:00", "2020-02-19T00:00:00", "2020-02-26T00:00:00", "2020-03-04T00:00:00", "2020-03-11T00:00:00", "2020-03-18T00:00:00", "2020-03-25T00:00:00", "2020-04-01T00:00:00", "2020-04-08T00:00:00", "2020-04-15T00:00:00", "2020-04-22T00:00:00", "2020-04-29T00:00:00", "2020-05-06T00:00:00", "2020-05-13T00:00:00", "2020-05-20T00:00:00", "2020-05-27T00:00:00", "2020-06-03T00:00:00", "2020-06-10T00:00:00", "2020-06-17T00:00:00", "2020-06-24T00:00:00", "2020-07-01T00:00:00", "2020-07-08T00:00:00", "2020-07-15T00:00:00", "2020-07-22T00:00:00", "2020-07-29T00:00:00", "2020-08-05T00:00:00", "2020-08-12T00:00:00", "2020-08-19T00:00:00", "2020-08-26T00:00:00", "2020-09-02T00:00:00", "2020-09-09T00:00:00", "2020-09-16T00:00:00", "2020-09-23T00:00:00", "2020-09-30T00:00:00", "2020-10-07T00:00:00", "2020-10-14T00:00:00", "2020-10-21T00:00:00", "2020-10-28T00:00:00", "2020-11-04T00:00:00", "2020-11-11T00:00:00", "2020-11-18T00:00:00", "2020-11-25T00:00:00", "2020-12-02T00:00:00", "2020-12-09T00:00:00", "2020-12-16T00:00:00", "2020-12-23T00:00:00", "2020-12-30T00:00:00", "2021-01-06T00:00:00", "2021-01-13T00:00:00", "2021-01-20T00:00:00", "2021-01-27T00:00:00", "2021-02-03T00:00:00", "2021-02-10T00:00:00", "2021-02-17T00:00:00", "2021-02-24T00:00:00", "2021-03-03T00:00:00", "2021-03-10T00:00:00", "2021-03-17T00:00:00", "2021-03-24T00:00:00", "2021-03-31T00:00:00", "2021-04-07T00:00:00", "2021-04-14T00:00:00", "2021-04-21T00:00:00", "2021-04-28T00:00:00", "2021-05-05T00:00:00", "2021-05-12T00:00:00", "2021-05-19T00:00:00", "2021-05-26T00:00:00", "2021-06-02T00:00:00", "2021-06-09T00:00:00", "2021-06-16T00:00:00", "2021-06-23T00:00:00", "2021-06-30T00:00:00", "2021-07-07T00:00:00", "2021-07-14T00:00:00", "2021-07-21T00:00:00", "2021-07-28T00:00:00", "2021-08-04T00:00:00", "2021-08-11T00:00:00", "2021-08-18T00:00:00", "2021-08-25T00:00:00", "2021-09-01T00:00:00", "2021-09-08T00:00:00", "2021-09-15T00:00:00", "2021-09-22T00:00:00", "2021-09-29T00:00:00", "2021-10-06T00:00:00", "2021-10-13T00:00:00", "2021-10-20T00:00:00", "2021-10-27T00:00:00", "2021-11-03T00:00:00", "2021-11-10T00:00:00", "2021-11-17T00:00:00", "2021-11-24T00:00:00", "2021-12-01T00:00:00", "2021-12-08T00:00:00", "2021-12-15T00:00:00", "2021-12-22T00:00:00", "2021-12-29T00:00:00", "2022-01-05T00:00:00", "2022-01-12T00:00:00", "2022-01-19T00:00:00", "2022-01-26T00:00:00", "2022-02-02T00:00:00", "2022-02-09T00:00:00", "2022-02-16T00:00:00", "2022-02-23T00:00:00", "2022-03-02T00:00:00", "2022-03-09T00:00:00", "2022-03-16T00:00:00", "2022-03-23T00:00:00", "2022-03-30T00:00:00", "2022-04-06T00:00:00", "2022-04-13T00:00:00", "2022-04-20T00:00:00", "2022-04-27T00:00:00", "2022-05-04T00:00:00", "2022-05-11T00:00:00", "2022-05-18T00:00:00", "2022-05-25T00:00:00", "2022-06-01T00:00:00", "2022-06-08T00:00:00", "2022-06-15T00:00:00", "2022-06-22T00:00:00", "2022-06-29T00:00:00", "2022-07-06T00:00:00", "2022-07-13T00:00:00", "2022-07-20T00:00:00", "2022-07-27T00:00:00", "2022-08-03T00:00:00", "2022-08-10T00:00:00", "2022-08-17T00:00:00", "2022-08-24T00:00:00", "2022-08-31T00:00:00", "2022-09-07T00:00:00", "2022-09-14T00:00:00", "2022-09-21T00:00:00", "2022-09-28T00:00:00", "2022-10-05T00:00:00", "2022-10-12T00:00:00", "2022-10-19T00:00:00", "2022-10-26T00:00:00", "2022-11-02T00:00:00", "2022-11-09T00:00:00", "2022-11-16T00:00:00", "2022-11-23T00:00:00", "2022-11-30T00:00:00", "2022-12-07T00:00:00", "2022-12-14T00:00:00", "2022-12-21T00:00:00", "2022-12-28T00:00:00", "2023-01-04T00:00:00", "2023-01-11T00:00:00", "2023-01-18T00:00:00", "2023-01-25T00:00:00", "2023-02-01T00:00:00", "2023-02-08T00:00:00", "2023-02-15T00:00:00", "2023-02-22T00:00:00", "2023-03-01T00:00:00", "2023-03-08T00:00:00", "2023-03-15T00:00:00", "2023-03-22T00:00:00", "2023-03-29T00:00:00", "2023-04-05T00:00:00", "2023-04-12T00:00:00", "2023-04-19T00:00:00", "2023-04-26T00:00:00", "2023-05-03T00:00:00", "2023-05-10T00:00:00", "2023-05-17T00:00:00" ], "y": [ 0.018548581166625625, 0.013563437869699674, 0.01928566660514939, 0.0135625964479662, 0.022210168076796, 0.021961948665420988, 0.03545695090079806, 0.046462466700734895, 0.06213422696061081, 0.04333293880003164, 0.059746552554921, 0.07701168510408667, 0.08169616036825103, 0.08760546520244326, 0.08655200519213305, 0.09068591016869385, 0.09865333256296499, 0.10330162669258994, 0.10600483424833272, 0.11770508392620843, 0.12889402966404273, 0.13058500687441557, 0.1351494393046042, 0.1384694089909839, 0.15436919454063142, 0.1502655807464757, 0.15599510180361553, 0.16102988898281648, 0.17395104159596386, 0.1577884519915611, 0.15431141691493283, 0.17131795251801063, 0.16343663561446506, 0.16675800767040053, 0.17367729905867346, 0.19025050246901185, 0.19326587748787372, 0.19166212766387108, 0.2066453244718536, 0.21327713010118937, 0.20072059357254765, 0.20294783690105497, 0.20068525385974173, 0.2218231701741799, 0.21300563135518824, 0.1887763315919643, 0.16987968230159134, 0.19336712856980182, 0.2141426725910236, 0.21181698291969975, 0.22577560853022136, 0.2382740869592533, 0.24368358728376163, 0.22791422210280265, 0.23027497101302127, 0.22474486690671494, 0.24180385113117933, 0.2548015731220729, 0.2515093703528979, 0.24997629995450713, 0.25098881077378826, 0.256108301074159, 0.2511890691463552, 0.24840648747375466, 0.26020265922924646, 0.25394500579739576, 0.24033220451933224, 0.24174074450116873, 0.22322357641259283, 0.24561324779253008, 0.2623210786802244, 0.25371221245113446, 0.2566013742099751, 0.26400055646023973, 0.27088086197486166, 0.2607299501822239, 0.26533869749037553, 0.26650154232603745, 0.2737944249639731, 0.24805028560658374, 0.22892224533950525, 0.1536579127019342, 0.2426671498297243, 0.2625538720264857, 0.22995242601518934, 0.22655083842066262, 0.2414678433856118, 0.2540602805748818, 0.25528174445797575, 0.2572843281836453, 0.2640518831859817, 0.27492697861723, 0.25304159932955517, 0.25632819262050704, 0.23729691585277812, 0.2743463976211325, 0.2607408886647591, 0.22345693070667647, 0.21306649419390958, 0.2221687140327268, 0.23433791609005905, 0.219289929808599, 0.2258496536427671, 0.2305930284282747, 0.23906698670609755, 0.21273357166136478, 0.20989461473262142, 0.19650507068783982, 0.2213702048076594, 0.23710002316714507, 0.23407931914397118, 0.2308499425308956, 0.2305506768676898, 0.23462904800984127, 0.2470184220874327, 0.2545474637585636, 0.2538855453282302, 0.26852151543419883, 0.23988428768321257, 0.22780820296438486, 0.1199850563500135, 0.2523822051644222, 0.2715542798355525, 0.25143560571426327, 0.2503013692175395, 0.2582275619468704, 0.25299980871679256, 0.23671353011756904, 0.22846310954693927, 0.2170680154844037, 0.22559638570099125, 0.19637885742781863, 0.17509593610131166, 0.12528825706219285, 0.16474588783175156, 0.19123608779282178, 0.1768660069546311, 0.173543513003051, 0.18569364283442447, 0.19948005746349493, 0.20362770566170246, 0.21589142742709502, 0.20787380020272656, 0.22012518111602813, 0.19656845779176157, 0.19382850815365707, 0.1696081835555902, 0.20628996402641617, 0.22066144723416262, 0.18723260318494955, 0.1734823696904185, 0.1851579376641123, 0.19253412105366194, 0.1870932076511039, 0.18953753778684768, 0.19142512720894242, 0.20667309138905826, 0.1905553776104408, 0.1680058361011434, 0.1401256074363731, 0.17323891833553318, 0.1818870509121853, 0.17080833142143617, 0.17465503111297095, 0.19446294014069693, 0.19050994083683317, 0.1920789118958522, 0.18976275833750772, 0.148626210735756, 0.19210864213043496, 0.1951604787577474, 0.1314062344862868, 0.10687542526856779, 0.1021180267875023, 0.13328204400411287, 0.11499458404877554, 0.12137256078851313, 0.12613893443473567, 0.14297550284765162, 0.14187941080284536, 0.13693297290565923, 0.09678088873207281, 0.13028518026338745, 0.1403213782263615, 0.08565196441122636, 0.08087437180855749, 0.09579165724741781, 0.12678935343471157, 0.1302647056678729, 0.13266948898214334, 0.14201880633669098, 0.16220675751403632, 0.1683036993947934, 0.16785858729778533, 0.19302915750685617, 0.20303674713089212, 0.21109279928108926, 0.19962814768858644, 0.19046983306753756, 0.21034729962523077, 0.22196200476020322, 0.1882294074652058, 0.17381080464038476, 0.1735286478857596, 0.18051020448230967, 0.18795005544969223, 0.18622261663086884, 0.1546544365082793, 0.19392919828776287, 0.19345351453443854, 0.16446288965539294, 0.1526801806476367, 0.16799545856643053, 0.18739303426213205, 0.1902850007600843, 0.20234341562250904, 0.2028785598449989, 0.21589226884882848, 0.22802500929771016, 0.2164035727888699, 0.21884117155074587, 0.22616546726673126, 0.22850630252925763, 0.1899602119709631, 0.17639256699259606, 0.19070234593988772, 0.20399232174620813, 0.19879990822893626, 0.19958579612800156, 0.2068963486223402, 0.21889838822862215, 0.23003208060595828, 0.22411604439789823, 0.21000287766232847, 0.2229170184276969, 0.2241948575669337, 0.1992293137869195, 0.1847994920056521, 0.1888293411611732, 0.20549734475348305, 0.1977750565575642, 0.18907615820299242, 0.1728939354248086, 0.2023518298398438, 0.21571192412395376, 0.1980574937861005, 0.1963409934498123, 0.21276638710897028, 0.20118365599986987, 0.17854408236509065, 0.17386100947048208, 0.16932855106616548, 0.17786421360444316, 0.16006421730669879, 0.1444118097466928, 0.13980951333849778, 0.15589581403906552, 0.15045658347997445, 0.1573870938246937, 0.14941770811304445, 0.15499661467989231, 0.16429039820003064, 0.1333824536643075, 0.13068934316936642, 0.14271494258418566, 0.13317882960480665, 0.1323396516626213, 0.13832131876589235, 0.13811376807163528, 0.12474105246152319, 0.12147381187044125, 0.1191192333862681, 0.12281587953533327, 0.13099505973252887, 0.10032103043871168, 0.10640815573257822, 0.10597875017459502, 0.12178850359876076, 0.1059941762397087, 0.10375627490257738, 0.0897754918530743, 0.1061372179343994, 0.10674135873903418, 0.09016619201131769, 0.0900318450078729, 0.0879810197694841, 0.061379471665684075, 0.06901341057958812, 0.05128409370745561, 0.06455359491826149, 0.05080925137586477, 0.048995426592404655, 0.045587668571832454, 0.05825555324320398, 0.05343785287123948, 0.050125736454372224, 0.06750950946795782, 0.08466694003523874, 0.07774035632527569, 0.053460290784132135, 0.05662880455848638, 0.055857501302801316, 0.061206699736410616, 0.025315575221139655, 0.011902471367820779, 0.009701031639140023, 0.01970749936753133, 0.025056136853318315, 0.030879055722873826, 0.03379598439891916, 0.04256808644430321, 0.05498494696518814, 0.0236046843630746, 0.027261783690666445, 0.022133598699049812, 0.03219756357922855, 0.028830193801863132, 0.035421891661903286, 0.02165539068052507, 0.04145740975611672, 0.03925961618828101, 0.032445502516692405, 0.029887299973018408, 0.01895526833780502, 0.021125855936258375, 0, 0.012577572071978581, 0.029592241418479978, 0.04065104726153687, 0.024024553808078435, 0.01990327015751976, 0.03170084428256737, 0.04382208530109155, 0.05023427985799045, 0.04354750134206767, 0.05484330764005325, 0.06544830669485617, 0.08755778463754636, 0.07796557687593574, 0.08617869441638147, 0.08908272129251353, 0.0707711405808166, 0.0704463517916954, 0.08258245792751095, 0.0947999014975624, 0.08611530731245971, 0.09382805939539922, 0.11414811378490007, 0.13737023173315488, 0.22897665727826993, 0.3628642444565734, 0.44699884500843384, 0.47819539719873877, 0.565331068599992, 0.5938544239430481, 0.5873322836129752, 0.5879927996737527, 0.6446370302973529, 0.662140565671003, 0.6478731382842962, 0.637007018018205, 0.6190151775652284, 0.585461803099461, 0.5774528705663385, 0.5352948369801486, 0.520260032972513, 0.49851432969259496, 0.4926215728191611, 0.4832635607733675, 0.5075545647970463, 0.5293294373637247, 0.5459093721479309, 0.5478704457347491, 0.5431335218491982, 0.5664439890794678, 0.5487932049024596, 0.5639087853965088, 0.5196331737810744, 0.5559419239500599, 0.5865104950532817, 0.5816504431207322, 0.581942416462248, 0.5972282446203702, 0.6148880039625354, 0.6421166917316852, 0.6501441355429443, 0.6347455568725364, 0.65393053334358, 0.656123558854926, 0.6747324419124506, 0.6516962781672937, 0.6463683957509324, 0.6527749808296082, 0.6600838504804799, 0.6631668197119308, 0.6606327379246165, 0.6834952883187665, 0.7208936796326016, 0.765293260716768, 0.7621673789769097, 0.801975321661505, 0.892459290614165, 0.9078239319413226, 0.8409561467820947, 0.9158373520570237, 0.9460514041365414, 0.9250576514124386, 0.9113337824655564, 0.9142125666896842, 0.9314701264432487, 0.932119704021491, 0.9080836507830551, 0.9071059187287576, 0.9371519669354915, 0.9364639644314204, 0.8682398074378316, 0.7710704623388046, 0.8714388928685021, 0.9021785530575303, 0.9173847266248836, 0.9109383142508233, 0.9245331651985728, 0.9488135112136274, 0.9611913858608614, 0.9684520139990138, 0.9702778991606538, 0.9899478150240899, 0.9849980114399699, 0.963874679768912, 0.9410934668089979, 0.9575009101378417, 0.9912901631628931, 0.966145957501471, 0.9484735768333037, 0.9576293671891521, 0.9710564947380289, 0.9718942703106586, 1, 0.9944081916332389, 0.9916528159300206, 0.9967967074606622, 0.9518005583674624, 0.9357047215539153, 0.9308441086735435, 0.903135530042402, 0.8715289249939838, 0.8731587588917241, 0.8525994602560054, 0.8623391972948852, 0.8649226424905635, 0.8536787238661422, 0.9050309727340092, 0.9251748895073026, 0.9119951399480675, 0.87365660008403, 0.8759334872948124, 0.8974744446195848, 0.8793134783981799, 0.7481720112840264, 0.7499022548419614, 0.7461971944755614, 0.7380373669782357, 0.7351305353629921, 0.7398413751748054, 0.7537497959552296, 0.7330264200814833, 0.7080168418974172, 0.6890200634207608, 0.6868640604656877, 0.7142935675552267, 0.7342153489908829, 0.7101234814441265, 0.7218601927304528, 0.741484110872459, 0.7448767233018286, 0.7365570256751428, 0.732137878730934, 0.6763286189408519, 0.7188720236809732, 0.693206136544797, 0.6447051854577642, 0.6391546067559434, 0.6662817629692539, 0.6671321598678855, 0.6493335659396969, 0.6677744451244378, 0.6528481845204205, 0.6599371626249441, 0.6901969319519806, 0.6961115657904848, 0.6559608839864542, 0.6831819989600028, 0.6937098676892371, 0.6592839388858567, 0.6444415399812755, 0.6589470897185556, 0.6725301607620364, 0.6708254403300168, 0.6356130626797487, 0.6456209327776958, 0.6462343292213988, 0.6636124927567613, 0.6291046655713226, 0.6371071472044885, 0.6320990050468476, 0.7634530713856589, 0.7481436834189994, 0.7556309344773677, 0.7504845186815258, 0.7390476340062276, 0.6858442573247164, 0.6762882306976452, 0.6894648950438577, 0.704974260909173, 0.7217381865790989 ] }, { "hovertemplate": "%{y}", "name": "SP500", "type": "scatter", "x": [ "2013-05-29T00:00:00", "2013-06-05T00:00:00", "2013-06-12T00:00:00", "2013-06-19T00:00:00", "2013-06-26T00:00:00", "2013-07-03T00:00:00", "2013-07-10T00:00:00", "2013-07-17T00:00:00", "2013-07-24T00:00:00", "2013-07-31T00:00:00", "2013-08-07T00:00:00", "2013-08-14T00:00:00", "2013-08-21T00:00:00", "2013-08-28T00:00:00", "2013-09-04T00:00:00", "2013-09-11T00:00:00", "2013-09-18T00:00:00", "2013-09-25T00:00:00", "2013-10-02T00:00:00", "2013-10-09T00:00:00", "2013-10-16T00:00:00", "2013-10-23T00:00:00", "2013-10-30T00:00:00", "2013-11-06T00:00:00", "2013-11-13T00:00:00", "2013-11-20T00:00:00", "2013-11-27T00:00:00", "2013-12-04T00:00:00", "2013-12-11T00:00:00", "2013-12-18T00:00:00", "2014-01-08T00:00:00", "2014-01-15T00:00:00", "2014-01-22T00:00:00", "2014-01-29T00:00:00", "2014-02-05T00:00:00", "2014-02-12T00:00:00", "2014-02-19T00:00:00", "2014-02-26T00:00:00", "2014-03-05T00:00:00", "2014-03-12T00:00:00", "2014-03-19T00:00:00", "2014-03-26T00:00:00", "2014-04-02T00:00:00", "2014-04-09T00:00:00", "2014-04-16T00:00:00", "2014-04-23T00:00:00", "2014-04-30T00:00:00", "2014-05-07T00:00:00", "2014-05-14T00:00:00", "2014-05-21T00:00:00", "2014-05-28T00:00:00", "2014-06-04T00:00:00", "2014-06-11T00:00:00", "2014-06-18T00:00:00", "2014-06-25T00:00:00", "2014-07-02T00:00:00", "2014-07-09T00:00:00", "2014-07-16T00:00:00", "2014-07-23T00:00:00", "2014-07-30T00:00:00", "2014-08-06T00:00:00", "2014-08-13T00:00:00", "2014-08-20T00:00:00", "2014-08-27T00:00:00", "2014-09-03T00:00:00", "2014-09-10T00:00:00", "2014-09-17T00:00:00", "2014-09-24T00:00:00", "2014-10-01T00:00:00", "2014-10-08T00:00:00", "2014-10-15T00:00:00", "2014-10-22T00:00:00", "2014-10-29T00:00:00", "2014-11-05T00:00:00", "2014-11-12T00:00:00", "2014-11-19T00:00:00", "2014-11-26T00:00:00", "2014-12-03T00:00:00", "2014-12-10T00:00:00", "2014-12-17T00:00:00", "2014-12-24T00:00:00", "2014-12-31T00:00:00", "2015-01-07T00:00:00", "2015-01-14T00:00:00", "2015-01-21T00:00:00", "2015-01-28T00:00:00", "2015-02-04T00:00:00", "2015-02-11T00:00:00", "2015-02-18T00:00:00", "2015-02-25T00:00:00", "2015-03-04T00:00:00", "2015-03-11T00:00:00", "2015-03-18T00:00:00", "2015-03-25T00:00:00", "2015-04-01T00:00:00", "2015-04-08T00:00:00", "2015-04-15T00:00:00", "2015-04-22T00:00:00", "2015-04-29T00:00:00", "2015-05-06T00:00:00", "2015-05-13T00:00:00", "2015-05-20T00:00:00", "2015-05-27T00:00:00", "2015-06-03T00:00:00", "2015-06-10T00:00:00", "2015-06-17T00:00:00", "2015-06-24T00:00:00", "2015-07-01T00:00:00", "2015-07-08T00:00:00", "2015-07-15T00:00:00", "2015-07-22T00:00:00", "2015-07-29T00:00:00", "2015-08-05T00:00:00", "2015-08-12T00:00:00", "2015-08-19T00:00:00", "2015-08-26T00:00:00", "2015-09-02T00:00:00", "2015-09-09T00:00:00", "2015-09-16T00:00:00", "2015-09-23T00:00:00", "2015-09-30T00:00:00", "2015-10-07T00:00:00", "2015-10-14T00:00:00", "2015-10-21T00:00:00", "2015-10-28T00:00:00", "2015-11-04T00:00:00", "2015-11-11T00:00:00", "2015-11-18T00:00:00", "2015-11-25T00:00:00", "2015-12-02T00:00:00", "2015-12-09T00:00:00", "2015-12-16T00:00:00", "2015-12-23T00:00:00", "2015-12-30T00:00:00", "2016-01-06T00:00:00", "2016-01-13T00:00:00", "2016-01-20T00:00:00", "2016-01-27T00:00:00", "2016-02-03T00:00:00", "2016-02-10T00:00:00", "2016-02-17T00:00:00", "2016-02-24T00:00:00", "2016-03-02T00:00:00", "2016-03-09T00:00:00", "2016-03-16T00:00:00", "2016-03-23T00:00:00", "2016-03-30T00:00:00", "2016-04-06T00:00:00", "2016-04-13T00:00:00", "2016-04-20T00:00:00", "2016-04-27T00:00:00", "2016-05-04T00:00:00", "2016-05-11T00:00:00", "2016-05-18T00:00:00", "2016-05-25T00:00:00", "2016-06-01T00:00:00", "2016-06-08T00:00:00", "2016-06-15T00:00:00", "2016-06-22T00:00:00", "2016-06-29T00:00:00", "2016-07-06T00:00:00", "2016-07-13T00:00:00", "2016-07-20T00:00:00", "2016-07-27T00:00:00", "2016-08-03T00:00:00", "2016-08-10T00:00:00", "2016-08-17T00:00:00", "2016-08-24T00:00:00", "2016-08-31T00:00:00", "2016-09-07T00:00:00", "2016-09-14T00:00:00", "2016-09-21T00:00:00", "2016-09-28T00:00:00", "2016-10-05T00:00:00", "2016-10-12T00:00:00", "2016-10-19T00:00:00", "2016-10-26T00:00:00", "2016-11-02T00:00:00", "2016-11-09T00:00:00", "2016-11-16T00:00:00", "2016-11-23T00:00:00", "2016-11-30T00:00:00", "2016-12-07T00:00:00", "2016-12-14T00:00:00", "2016-12-21T00:00:00", "2016-12-28T00:00:00", "2017-01-04T00:00:00", "2017-01-11T00:00:00", "2017-01-18T00:00:00", "2017-01-25T00:00:00", "2017-02-01T00:00:00", "2017-02-08T00:00:00", "2017-02-15T00:00:00", "2017-02-22T00:00:00", "2017-03-01T00:00:00", "2017-03-08T00:00:00", "2017-03-15T00:00:00", "2017-03-22T00:00:00", "2017-03-29T00:00:00", "2017-04-05T00:00:00", "2017-04-12T00:00:00", "2017-04-19T00:00:00", "2017-04-26T00:00:00", "2017-05-03T00:00:00", "2017-05-10T00:00:00", "2017-05-17T00:00:00", "2017-05-24T00:00:00", "2017-05-31T00:00:00", "2017-06-07T00:00:00", "2017-06-14T00:00:00", "2017-06-21T00:00:00", "2017-06-28T00:00:00", "2017-07-05T00:00:00", "2017-07-12T00:00:00", "2017-07-19T00:00:00", "2017-07-26T00:00:00", "2017-08-02T00:00:00", "2017-08-09T00:00:00", "2017-08-16T00:00:00", "2017-08-23T00:00:00", "2017-08-30T00:00:00", "2017-09-06T00:00:00", "2017-09-13T00:00:00", "2017-09-20T00:00:00", "2017-09-27T00:00:00", "2017-10-04T00:00:00", "2017-10-11T00:00:00", "2017-10-18T00:00:00", "2017-10-25T00:00:00", "2017-11-01T00:00:00", "2017-11-08T00:00:00", "2017-11-15T00:00:00", "2017-11-22T00:00:00", "2017-11-29T00:00:00", "2017-12-06T00:00:00", "2017-12-13T00:00:00", "2017-12-20T00:00:00", "2017-12-27T00:00:00", "2018-01-03T00:00:00", "2018-01-10T00:00:00", "2018-01-17T00:00:00", "2018-01-24T00:00:00", "2018-01-31T00:00:00", "2018-02-07T00:00:00", "2018-02-14T00:00:00", "2018-02-21T00:00:00", "2018-02-28T00:00:00", "2018-03-07T00:00:00", "2018-03-14T00:00:00", "2018-03-21T00:00:00", "2018-03-28T00:00:00", "2018-04-04T00:00:00", "2018-04-11T00:00:00", "2018-04-18T00:00:00", "2018-04-25T00:00:00", "2018-05-02T00:00:00", "2018-05-09T00:00:00", "2018-05-16T00:00:00", "2018-05-23T00:00:00", "2018-05-30T00:00:00", "2018-06-06T00:00:00", "2018-06-13T00:00:00", "2018-06-20T00:00:00", "2018-06-27T00:00:00", "2018-07-11T00:00:00", "2018-07-18T00:00:00", "2018-07-25T00:00:00", "2018-08-01T00:00:00", "2018-08-08T00:00:00", "2018-08-15T00:00:00", "2018-08-22T00:00:00", "2018-08-29T00:00:00", "2018-09-05T00:00:00", "2018-09-12T00:00:00", "2018-09-19T00:00:00", "2018-09-26T00:00:00", "2018-10-03T00:00:00", "2018-10-10T00:00:00", "2018-10-17T00:00:00", "2018-10-24T00:00:00", "2018-10-31T00:00:00", "2018-11-07T00:00:00", "2018-11-14T00:00:00", "2018-11-21T00:00:00", "2018-11-28T00:00:00", "2018-12-12T00:00:00", "2018-12-19T00:00:00", "2018-12-26T00:00:00", "2019-01-02T00:00:00", "2019-01-09T00:00:00", "2019-01-16T00:00:00", "2019-01-23T00:00:00", "2019-01-30T00:00:00", "2019-02-06T00:00:00", "2019-02-13T00:00:00", "2019-02-20T00:00:00", "2019-02-27T00:00:00", "2019-03-06T00:00:00", "2019-03-13T00:00:00", "2019-03-20T00:00:00", "2019-03-27T00:00:00", "2019-04-03T00:00:00", "2019-04-10T00:00:00", "2019-04-17T00:00:00", "2019-04-24T00:00:00", "2019-05-01T00:00:00", "2019-05-08T00:00:00", "2019-05-15T00:00:00", "2019-05-22T00:00:00", "2019-05-29T00:00:00", "2019-06-05T00:00:00", "2019-06-12T00:00:00", "2019-06-19T00:00:00", "2019-06-26T00:00:00", "2019-07-03T00:00:00", "2019-07-10T00:00:00", "2019-07-17T00:00:00", "2019-07-24T00:00:00", "2019-07-31T00:00:00", "2019-08-07T00:00:00", "2019-08-14T00:00:00", "2019-08-21T00:00:00", "2019-08-28T00:00:00", "2019-09-04T00:00:00", "2019-09-11T00:00:00", "2019-09-18T00:00:00", "2019-09-25T00:00:00", "2019-10-02T00:00:00", "2019-10-09T00:00:00", "2019-10-16T00:00:00", "2019-10-23T00:00:00", "2019-10-30T00:00:00", "2019-11-06T00:00:00", "2019-11-13T00:00:00", "2019-11-20T00:00:00", "2019-11-27T00:00:00", "2019-12-04T00:00:00", "2019-12-11T00:00:00", "2019-12-18T00:00:00", "2020-01-08T00:00:00", "2020-01-15T00:00:00", "2020-01-22T00:00:00", "2020-01-29T00:00:00", "2020-02-05T00:00:00", "2020-02-12T00:00:00", "2020-02-19T00:00:00", "2020-02-26T00:00:00", "2020-03-04T00:00:00", "2020-03-11T00:00:00", "2020-03-18T00:00:00", "2020-03-25T00:00:00", "2020-04-01T00:00:00", "2020-04-08T00:00:00", "2020-04-15T00:00:00", "2020-04-22T00:00:00", "2020-04-29T00:00:00", "2020-05-06T00:00:00", "2020-05-13T00:00:00", "2020-05-20T00:00:00", "2020-05-27T00:00:00", "2020-06-03T00:00:00", "2020-06-10T00:00:00", "2020-06-17T00:00:00", "2020-06-24T00:00:00", "2020-07-01T00:00:00", "2020-07-08T00:00:00", "2020-07-15T00:00:00", "2020-07-22T00:00:00", "2020-07-29T00:00:00", "2020-08-05T00:00:00", "2020-08-12T00:00:00", "2020-08-19T00:00:00", "2020-08-26T00:00:00", "2020-09-02T00:00:00", "2020-09-09T00:00:00", "2020-09-16T00:00:00", "2020-09-23T00:00:00", "2020-09-30T00:00:00", "2020-10-07T00:00:00", "2020-10-14T00:00:00", "2020-10-21T00:00:00", "2020-10-28T00:00:00", "2020-11-04T00:00:00", "2020-11-11T00:00:00", "2020-11-18T00:00:00", "2020-11-25T00:00:00", "2020-12-02T00:00:00", "2020-12-09T00:00:00", "2020-12-16T00:00:00", "2020-12-23T00:00:00", "2020-12-30T00:00:00", "2021-01-06T00:00:00", "2021-01-13T00:00:00", "2021-01-20T00:00:00", "2021-01-27T00:00:00", "2021-02-03T00:00:00", "2021-02-10T00:00:00", "2021-02-17T00:00:00", "2021-02-24T00:00:00", "2021-03-03T00:00:00", "2021-03-10T00:00:00", "2021-03-17T00:00:00", "2021-03-24T00:00:00", "2021-03-31T00:00:00", "2021-04-07T00:00:00", "2021-04-14T00:00:00", "2021-04-21T00:00:00", "2021-04-28T00:00:00", "2021-05-05T00:00:00", "2021-05-12T00:00:00", "2021-05-19T00:00:00", "2021-05-26T00:00:00", "2021-06-02T00:00:00", "2021-06-09T00:00:00", "2021-06-16T00:00:00", "2021-06-23T00:00:00", "2021-06-30T00:00:00", "2021-07-07T00:00:00", "2021-07-14T00:00:00", "2021-07-21T00:00:00", "2021-07-28T00:00:00", "2021-08-04T00:00:00", "2021-08-11T00:00:00", "2021-08-18T00:00:00", "2021-08-25T00:00:00", "2021-09-01T00:00:00", "2021-09-08T00:00:00", "2021-09-15T00:00:00", "2021-09-22T00:00:00", "2021-09-29T00:00:00", "2021-10-06T00:00:00", "2021-10-13T00:00:00", "2021-10-20T00:00:00", "2021-10-27T00:00:00", "2021-11-03T00:00:00", "2021-11-10T00:00:00", "2021-11-17T00:00:00", "2021-11-24T00:00:00", "2021-12-01T00:00:00", "2021-12-08T00:00:00", "2021-12-15T00:00:00", "2021-12-22T00:00:00", "2021-12-29T00:00:00", "2022-01-05T00:00:00", "2022-01-12T00:00:00", "2022-01-19T00:00:00", "2022-01-26T00:00:00", "2022-02-02T00:00:00", "2022-02-09T00:00:00", "2022-02-16T00:00:00", "2022-02-23T00:00:00", "2022-03-02T00:00:00", "2022-03-09T00:00:00", "2022-03-16T00:00:00", "2022-03-23T00:00:00", "2022-03-30T00:00:00", "2022-04-06T00:00:00", "2022-04-13T00:00:00", "2022-04-20T00:00:00", "2022-04-27T00:00:00", "2022-05-04T00:00:00", "2022-05-11T00:00:00", "2022-05-18T00:00:00", "2022-05-25T00:00:00", "2022-06-01T00:00:00", "2022-06-08T00:00:00", "2022-06-15T00:00:00", "2022-06-22T00:00:00", "2022-06-29T00:00:00", "2022-07-06T00:00:00", "2022-07-13T00:00:00", "2022-07-20T00:00:00", "2022-07-27T00:00:00", "2022-08-03T00:00:00", "2022-08-10T00:00:00", "2022-08-17T00:00:00", "2022-08-24T00:00:00", "2022-08-31T00:00:00", "2022-09-07T00:00:00", "2022-09-14T00:00:00", "2022-09-21T00:00:00", "2022-09-28T00:00:00", "2022-10-05T00:00:00", "2022-10-12T00:00:00", "2022-10-19T00:00:00", "2022-10-26T00:00:00", "2022-11-02T00:00:00", "2022-11-09T00:00:00", "2022-11-16T00:00:00", "2022-11-23T00:00:00", "2022-11-30T00:00:00", "2022-12-07T00:00:00", "2022-12-14T00:00:00", "2022-12-21T00:00:00", "2022-12-28T00:00:00", "2023-01-04T00:00:00", "2023-01-11T00:00:00", "2023-01-18T00:00:00", "2023-01-25T00:00:00", "2023-02-01T00:00:00", "2023-02-08T00:00:00", "2023-02-15T00:00:00", "2023-02-22T00:00:00", "2023-03-01T00:00:00", "2023-03-08T00:00:00", "2023-03-15T00:00:00", "2023-03-22T00:00:00", "2023-03-29T00:00:00", "2023-04-05T00:00:00", "2023-04-12T00:00:00", "2023-04-19T00:00:00", "2023-04-26T00:00:00", "2023-05-03T00:00:00", "2023-05-10T00:00:00", "2023-05-17T00:00:00" ], "xhoverformat": "%Y-%m-%d", "y": [ 0.014138817480719766, 0.0017681359332873848, 0.002903003323092354, 0.008047526490689095, 0, 0.003809016239262678, 0.015474324409053827, 0.024343219010596304, 0.025920120383723134, 0.025854285535143275, 0.027478211800112888, 0.02574769578029974, 0.012395761489748561, 0.009937927142767585, 0.0156185340773716, 0.026920183083578943, 0.03832842184462975, 0.02806132045896294, 0.028406169665809736, 0.01665935168349116, 0.037080694714402146, 0.04486801680356139, 0.050175559596212914, 0.05242648441908584, 0.056034861119819424, 0.055837356574079844, 0.06394444792776977, 0.05942378832528684, 0.056103830961188796, 0.06501661546178447, 0.07343093610884695, 0.07684494325663055, 0.07574142579472064, 0.0535895667439965, 0.046517023010847106, 0.06771584425355821, 0.07069095241080946, 0.0758354755784062, 0.08481722992037116, 0.0830584989654524, 0.08072919932284155, 0.07815537024264842, 0.09017493259765505, 0.08430622609568, 0.08121198821242709, 0.08531255878111484, 0.08799611260894101, 0.08619662674775849, 0.08943193930653959, 0.08927518966706376, 0.09609379898426232, 0.10176813593328739, 0.10678725938930343, 0.11089096495078062, 0.11169038811210732, 0.11642109223148783, 0.11585992852216437, 0.11859991222020187, 0.12030534829769891, 0.1149946705122578, 0.09937300144209668, 0.10767446234873661, 0.12014859865822308, 0.12441532384475512, 0.12460342341212616, 0.12302652203899932, 0.12486989779923503, 0.12384475515706313, 0.10749890275252369, 0.11462474136309489, 0.0812684180826384, 0.10152674148849454, 0.11882876669383659, 0.13176688193617153, 0.13636905135118188, 0.1396513888018057, 0.1472098564173302, 0.1476801053357577, 0.13257257508307735, 0.12841870963696786, 0.15004702489184277, 0.14284281146153366, 0.13249733525612895, 0.12791084080506615, 0.1344473007712082, 0.12505486237381655, 0.13739105900056428, 0.14586180951783817, 0.15562731205718222, 0.1600727318327168, 0.15526678788638792, 0.1369929149162957, 0.15557088218697096, 0.14351683491127976, 0.14309047589190546, 0.1500532948774218, 0.15780613204589633, 0.158223086086902, 0.1578751018872656, 0.1495046711392564, 0.1552511129224403, 0.16383158818734714, 0.16308859489623173, 0.16013856668129667, 0.15735782807699536, 0.15586557150918554, 0.158417455639852, 0.14864881810771838, 0.13901185027274438, 0.1580475264906891, 0.1601636466236128, 0.15841432064706257, 0.15567747194181458, 0.15135431688507123, 0.14933538152862252, 0.10572763182644679, 0.10834535080569312, 0.10620728572324283, 0.12290739231299766, 0.10517900808828139, 0.09930716659351682, 0.12307041193805252, 0.1225719480845194, 0.1303153802746254, 0.15270236378456326, 0.1564518151608251, 0.14789014985265533, 0.15057997366606055, 0.15223838485171481, 0.1493040316007274, 0.1393065395949589, 0.14728509624427868, 0.14453257257508306, 0.14424101824565808, 0.1213242209542918, 0.08998056304470499, 0.08027776036115114, 0.08768261332998935, 0.09695592200137938, 0.07793592074738225, 0.10143582669759857, 0.10237005454887452, 0.120129788701486, 0.12101072167534015, 0.1329111543043451, 0.13588626246159635, 0.14442598282023944, 0.14527556586619847, 0.15021631450247666, 0.1564800300959308, 0.15420716032353127, 0.1404037870712897, 0.14458586745250487, 0.13930967458774848, 0.1527619286475641, 0.15551758730954915, 0.16172173804000248, 0.14679290237632453, 0.1511662173177001, 0.14656404790268981, 0.15564298702112986, 0.1721643990218822, 0.17861934917549688, 0.17660041381904817, 0.17572575083077308, 0.17939369239450742, 0.18150354254185208, 0.17937801743055992, 0.1779704056680669, 0.18273872970092164, 0.163806508245031, 0.17551570631387545, 0.17810207536522663, 0.17445294375822937, 0.16801053357577272, 0.16961251489121573, 0.16808890839551063, 0.1550818233118064, 0.17555959621292877, 0.1798482663489874, 0.1885572763182644, 0.18670449557966015, 0.2000407549062637, 0.20378080130415704, 0.2075114427236817, 0.20272744372687945, 0.20925763370744246, 0.2106903254122516, 0.2096150228854473, 0.21791648379208722, 0.21201642736221712, 0.21675653645996615, 0.23386732710514765, 0.2381215123205217, 0.24851087842497963, 0.23817167220515392, 0.24515643614019694, 0.23361652768198626, 0.23759169853909337, 0.23502727443726873, 0.23251301022007642, 0.2303937550943633, 0.24584299956110095, 0.24605617907078817, 0.24966142077873224, 0.23630635149539161, 0.25115367734654204, 0.25347670700357394, 0.2601667816164022, 0.2616653081697912, 0.26094112483541293, 0.2625337011724873, 0.25997868204903124, 0.26333625932660354, 0.2729230672769452, 0.27417706439275186, 0.2740955545802245, 0.27298263213994606, 0.2711298514013418, 0.2635839237569753, 0.2678318389867704, 0.270324158254436, 0.28061633958241894, 0.28371057746567174, 0.28333437833092984, 0.2929588061947457, 0.29844504357639967, 0.3003323092356888, 0.2990438271991975, 0.3060066461847138, 0.3107154053545677, 0.3013856668129663, 0.3115618534077371, 0.32065019750454576, 0.32165339519719105, 0.3321807009843877, 0.3373220891591949, 0.338378581729262, 0.3479214997805505, 0.3589472694212803, 0.37597968524672387, 0.3869458900244529, 0.38264154492444663, 0.3380776224214684, 0.34339770518527807, 0.34424415323844754, 0.34816289422534324, 0.35222897987334634, 0.3593391435199699, 0.3475672455953351, 0.31404476769703427, 0.3264875540786256, 0.3257038058812465, 0.3465358329675841, 0.3248291428929714, 0.3236597905824817, 0.34313436579095863, 0.35086839300269607, 0.35426359019374254, 0.35135431688507124, 0.3665088720295943, 0.3675371496645558, 0.36493197065646754, 0.34371120446422976, 0.3670324158254436, 0.38007398582983254, 0.3896200388739106, 0.37936547745940186, 0.3932660354881183, 0.3809361088469496, 0.3945576525173992, 0.41092858486425476, 0.40295316320772456, 0.4030534829769892, 0.40901937425543916, 0.40839864568311485, 0.4145244215938304, 0.37068781741801987, 0.37806445545175243, 0.330064580851464, 0.34750768073233423, 0.37953163207724616, 0.3443225280581854, 0.32813029030033225, 0.3575553326227349, 0.32848767947833724, 0.2833092983886137, 0.27100131669697153, 0.2842717411749954, 0.30776224214684306, 0.3175246096933977, 0.3246096933977051, 0.337886387861308, 0.35373691140510377, 0.3604520659602483, 0.37038058812464725, 0.37278826258699604, 0.3662267226785378, 0.3786005392187598, 0.38277321462160635, 0.37686061822057804, 0.39818797416765944, 0.40283089848893344, 0.4066681296633017, 0.4150699103392062, 0.41396639287729636, 0.4000752398269484, 0.3911530503479842, 0.3928177315192175, 0.3698539093360085, 0.3833751332371936, 0.40020690952410815, 0.4148222459088344, 0.4108470750517274, 0.43656655589692145, 0.4357044328798044, 0.43299266411687254, 0.44400902877923376, 0.43172612702990787, 0.4015047965389679, 0.38790519781804494, 0.41418584237256245, 0.40274625368361655, 0.41837105774656724, 0.4381685372123643, 0.439986833030284, 0.43313373879240075, 0.4026427989215625, 0.41260894099943574, 0.43464480531694777, 0.43929399962380083, 0.4525393441595084, 0.46194745752084776, 0.4673584550755533, 0.4718791146780362, 0.48603987710828267, 0.4732271615775284, 0.4822778857608628, 0.49779923506175927, 0.5172079754216565, 0.5285691892908646, 0.5387453758856354, 0.5235876857483228, 0.5428020565552699, 0.5568342842811461, 0.5589347294501222, 0.47436516396012285, 0.4786695090601291, 0.35679979936046147, 0.24918176688193613, 0.2734654210295316, 0.2718791146780362, 0.35949589315944575, 0.3699604990908521, 0.37496081259013103, 0.4189134114991536, 0.390356762179447, 0.38144711267164083, 0.4289767383535018, 0.4492037118314628, 0.4763966392877296, 0.49748573578280764, 0.473456016051163, 0.4536554015925763, 0.47419900934227854, 0.4911530503479842, 0.5089033795222271, 0.5244090538591761, 0.518897736535206, 0.5406326415449244, 0.5571164336322025, 0.5553921875979685, 0.5879584926954667, 0.6199699040692207, 0.562950655213493, 0.5587278199260141, 0.5121512320521663, 0.5516772211423914, 0.5693742554392124, 0.5910746755282463, 0.5744247288231237, 0.5228446924572074, 0.5768951031412628, 0.617405479967396, 0.6158787384789014, 0.635271803874851, 0.6476111354943883, 0.6488055677471942, 0.6576932723054736, 0.6541946203523732, 0.6673709950467113, 0.6724183334378331, 0.6917612389491503, 0.7049313436579095, 0.673242836541476, 0.6981346792902375, 0.7231237068154742, 0.7298482663489873, 0.7279986206031726, 0.6948586118251928, 0.7196532697974795, 0.7432629004953287, 0.7166217317700169, 0.7428772963822183, 0.7764405291867827, 0.7904570819487113, 0.8057433067903943, 0.8088030597529625, 0.8039156059941062, 0.7711392563797101, 0.7876418584237256, 0.8128189855163331, 0.8166217317700167, 0.8202050285284344, 0.8215060505360836, 0.8271929274562668, 0.844642297322716, 0.8636497586055552, 0.8687190419462034, 0.8638253182017679, 0.8769766129537901, 0.8776098814972724, 0.891729889021255, 0.8768606182205781, 0.9069314690576209, 0.9156780989403723, 0.9125368361652766, 0.9020753652266598, 0.8754091165590319, 0.8640667126465608, 0.8653489246974732, 0.8654272995172111, 0.9194714402156873, 0.9243275440466486, 0.9584644805316945, 0.9541193805254247, 0.9672738102702363, 0.971283466048028, 0.9122139319079565, 0.97120509122829, 0.9739137249984325, 0.969747319581165, 1, 0.9710075866825505, 0.9790864631011349, 0.9183961376888833, 0.8610790645181515, 0.9361464668631261, 0.9354567684494325, 0.900291554329425, 0.8220703492381967, 0.8725562731205717, 0.8384914414696846, 0.863565113800238, 0.8944071728635022, 0.9402439024390242, 0.902216439902188, 0.8913819048216188, 0.8954135055489371, 0.8090475891905448, 0.845479340397517, 0.7310552385729513, 0.7274499968650072, 0.7447081321712961, 0.7831117938428739, 0.7876700733588313, 0.6855382782619598, 0.6761019499655151, 0.6945795974669257, 0.7028089535394068, 0.6892344347608002, 0.7388049407486363, 0.7587779798106465, 0.8000219449495265, 0.8172863502413943, 0.8372876042385101, 0.7955075553326227, 0.737268794281773, 0.7450655213493007, 0.7344504357639977, 0.6855194683052229, 0.6632955044203397, 0.6834346981001944, 0.6187754718164149, 0.6558091416389741, 0.6982694839801868, 0.6760392501097248, 0.6725531381277824, 0.7384569565489998, 0.7599222521788199, 0.7764906890714152, 0.7306602294814721, 0.7499090852091042, 0.7132672894852342, 0.6834158881434572, 0.7052824628503355, 0.741849018747257, 0.7290739231299769, 0.7564612201391937, 0.7887485108784249, 0.78832528685184, 0.7976487554078625, 0.7485704432879804, 0.7361370618847577, 0.748871402595774, 0.7174963947582921, 0.7316164022822748, 0.7600946767822434, 0.7797103266662486, 0.7802025205342026, 0.799818170418208, 0.768929086463101, 0.7798263213994606, 0.7945263025895041, 0.8011505423537526 ] } ], "layout": { "annotations": [ { "font": { "color": "gray", "size": 17 }, "opacity": 0.5, "text": "OpenBB Terminal", "x": 1, "xanchor": "right", "xref": "paper", "xshift": 40, "y": 0, "yanchor": "bottom", "yref": "paper", "yshift": -80 } ], "bargap": 0, "bargroupgap": 0, "barmode": "overlay", "hoverdistance": 2, "legend": { "groupclick": "toggleitem", "orientation": "v", "tracegroupgap": 133.33333333333334 }, "margin": { "b": 80, "l": 40, "r": 50, "t": 50 }, "modebar": { "activecolor": "#d1030d", "bgcolor": "#2A2A2A", "color": "#FFFFFF", "orientation": "v" }, "newshape": { "line": { "color": "gold" } }, "spikedistance": 2, "template": { "data": { "bar": [ { "error_x": { "color": "#f2f5fa" }, "error_y": { "color": "#f2f5fa" }, "marker": { "line": { "color": "rgb(17,17,17)", "width": 0.5 }, "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "bar" } ], "barpolar": [ { "marker": { "line": { "color": "rgb(17,17,17)", "width": 0.5 }, "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "barpolar" } ], "candlestick": [ { "decreasing": { "fillcolor": "#e4003a", "line": { "color": "#e4003a" } }, "increasing": { "fillcolor": "#00ACFF", "line": { "color": "#00ACFF" } }, "type": "candlestick" } ], "carpet": [ { "aaxis": { "endlinecolor": "#A2B1C6", "gridcolor": "#506784", "linecolor": "#506784", "minorgridcolor": "#506784", "startlinecolor": "#A2B1C6" }, "baxis": { "endlinecolor": "#A2B1C6", "gridcolor": "#506784", "linecolor": "#506784", "minorgridcolor": "#506784", "startlinecolor": "#A2B1C6" }, "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": { "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "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": { "line": { "color": "#283442" } }, "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": { "line": { "color": "#283442" } }, "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": "#506784" }, "line": { "color": "rgb(17,17,17)" } }, "header": { "fill": { "color": "#2a3f5f" }, "line": { "color": "rgb(17,17,17)" } }, "type": "table" } ] }, "layout": { "annotationdefaults": { "arrowcolor": "#f2f5fa", "arrowhead": 0, "arrowwidth": 1, "showarrow": false }, "autotypenumbers": "strict", "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": [ "#ffed00", "#ef7d00", "#e4003a", "#c13246", "#822661", "#48277c", "#005ca9", "#00aaff", "#9b30d9", "#af005f", "#5f00af", "#af87ff" ], "dragmode": "pan", "font": { "color": "#f2f5fa", "family": "Fira Code", "size": 18 }, "geo": { "bgcolor": "rgb(17,17,17)", "lakecolor": "rgb(17,17,17)", "landcolor": "rgb(17,17,17)", "showlakes": true, "showland": true, "subunitcolor": "#506784" }, "hoverlabel": { "align": "left" }, "hovermode": "x", "legend": { "bgcolor": "rgba(0, 0, 0, 0)", "font": { "size": 15 }, "x": 0.01, "xanchor": "left", "y": 0.99, "yanchor": "top" }, "mapbox": { "style": "dark" }, "paper_bgcolor": "#000000", "plot_bgcolor": "#000000", "polar": { "angularaxis": { "gridcolor": "#506784", "linecolor": "#506784", "ticks": "" }, "bgcolor": "rgb(17,17,17)", "radialaxis": { "gridcolor": "#506784", "linecolor": "#506784", "ticks": "" } }, "scene": { "xaxis": { "backgroundcolor": "rgb(17,17,17)", "gridcolor": "#506784", "gridwidth": 2, "linecolor": "#506784", "showbackground": true, "ticks": "", "zerolinecolor": "#C8D4E3" }, "yaxis": { "backgroundcolor": "rgb(17,17,17)", "gridcolor": "#506784", "gridwidth": 2, "linecolor": "#506784", "showbackground": true, "ticks": "", "zerolinecolor": "#C8D4E3" }, "zaxis": { "backgroundcolor": "rgb(17,17,17)", "gridcolor": "#506784", "gridwidth": 2, "linecolor": "#506784", "showbackground": true, "ticks": "", "zerolinecolor": "#C8D4E3" } }, "shapedefaults": { "line": { "color": "#f2f5fa" } }, "sliderdefaults": { "bgcolor": "#C8D4E3", "bordercolor": "rgb(17,17,17)", "borderwidth": 1, "tickwidth": 0 }, "ternary": { "aaxis": { "gridcolor": "#506784", "linecolor": "#506784", "ticks": "" }, "baxis": { "gridcolor": "#506784", "linecolor": "#506784", "ticks": "" }, "bgcolor": "rgb(17,17,17)", "caxis": { "gridcolor": "#506784", "linecolor": "#506784", "ticks": "" } }, "title": { "x": 0.05 }, "updatemenudefaults": { "bgcolor": "#506784", "borderwidth": 0 }, "xaxis": { "automargin": true, "autorange": true, "gridcolor": "#283442", "linecolor": "#F5EFF3", "mirror": true, "rangeslider": { "visible": false }, "showgrid": true, "showline": true, "tick0": 1, "tickfont": { "size": 14 }, "ticks": "outside", "title": { "standoff": 20 }, "zeroline": false, "zerolinecolor": "#283442", "zerolinewidth": 2 }, "yaxis": { "anchor": "x", "automargin": true, "fixedrange": false, "gridcolor": "#283442", "linecolor": "#F5EFF3", "mirror": true, "showgrid": true, "showline": true, "side": "right", "tick0": 0.5, "ticks": "outside", "title": { "standoff": 20 }, "zeroline": false, "zerolinecolor": "#283442", "zerolinewidth": 2 } } }, "xaxis": { "tickformatstops": [ { "dtickrange": [ null, 604800000 ], "value": "%Y-%m-%d" }, { "dtickrange": [ 604800000, "M1" ], "value": "%Y-%m-%d" }, { "dtickrange": [ "M1", null ], "value": "%Y-%m-%d" } ], "type": "date" } } } }, "metadata": {}, "output_type": "display_data" } ], "source": [ "openbb.forecast.plot(normalize(y_axis, method = \"m\"), columns = normalized.columns)" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "By adding, `external_axes = True`, the plot is returned as a Plotly Figure object. This allows the chart to be updated and further refined." ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "config": { "plotlyServerURL": "https://plot.ly" }, "data": [ { "hovertemplate": "%{y}", "name": "USD Liquidity Index", "type": "scatter", "x": [ "2013-05-29T00:00:00", "2013-06-05T00:00:00", "2013-06-12T00:00:00", "2013-06-19T00:00:00", "2013-06-26T00:00:00", "2013-07-03T00:00:00", "2013-07-10T00:00:00", "2013-07-17T00:00:00", "2013-07-24T00:00:00", "2013-07-31T00:00:00", "2013-08-07T00:00:00", "2013-08-14T00:00:00", "2013-08-21T00:00:00", "2013-08-28T00:00:00", "2013-09-04T00:00:00", "2013-09-11T00:00:00", "2013-09-18T00:00:00", "2013-09-25T00:00:00", "2013-10-02T00:00:00", "2013-10-09T00:00:00", "2013-10-16T00:00:00", "2013-10-23T00:00:00", "2013-10-30T00:00:00", "2013-11-06T00:00:00", "2013-11-13T00:00:00", "2013-11-20T00:00:00", "2013-11-27T00:00:00", "2013-12-04T00:00:00", "2013-12-11T00:00:00", "2013-12-18T00:00:00", "2014-01-08T00:00:00", "2014-01-15T00:00:00", "2014-01-22T00:00:00", "2014-01-29T00:00:00", "2014-02-05T00:00:00", "2014-02-12T00:00:00", "2014-02-19T00:00:00", "2014-02-26T00:00:00", "2014-03-05T00:00:00", "2014-03-12T00:00:00", "2014-03-19T00:00:00", "2014-03-26T00:00:00", "2014-04-02T00:00:00", "2014-04-09T00:00:00", "2014-04-16T00:00:00", "2014-04-23T00:00:00", "2014-04-30T00:00:00", "2014-05-07T00:00:00", "2014-05-14T00:00:00", "2014-05-21T00:00:00", "2014-05-28T00:00:00", "2014-06-04T00:00:00", "2014-06-11T00:00:00", "2014-06-18T00:00:00", "2014-06-25T00:00:00", "2014-07-02T00:00:00", "2014-07-09T00:00:00", "2014-07-16T00:00:00", "2014-07-23T00:00:00", "2014-07-30T00:00:00", "2014-08-06T00:00:00", "2014-08-13T00:00:00", "2014-08-20T00:00:00", "2014-08-27T00:00:00", "2014-09-03T00:00:00", "2014-09-10T00:00:00", "2014-09-17T00:00:00", "2014-09-24T00:00:00", "2014-10-01T00:00:00", "2014-10-08T00:00:00", "2014-10-15T00:00:00", "2014-10-22T00:00:00", "2014-10-29T00:00:00", "2014-11-05T00:00:00", "2014-11-12T00:00:00", "2014-11-19T00:00:00", "2014-11-26T00:00:00", "2014-12-03T00:00:00", "2014-12-10T00:00:00", "2014-12-17T00:00:00", "2014-12-24T00:00:00", "2014-12-31T00:00:00", "2015-01-07T00:00:00", "2015-01-14T00:00:00", "2015-01-21T00:00:00", "2015-01-28T00:00:00", "2015-02-04T00:00:00", "2015-02-11T00:00:00", "2015-02-18T00:00:00", "2015-02-25T00:00:00", "2015-03-04T00:00:00", "2015-03-11T00:00:00", "2015-03-18T00:00:00", "2015-03-25T00:00:00", "2015-04-01T00:00:00", "2015-04-08T00:00:00", "2015-04-15T00:00:00", "2015-04-22T00:00:00", "2015-04-29T00:00:00", "2015-05-06T00:00:00", "2015-05-13T00:00:00", "2015-05-20T00:00:00", "2015-05-27T00:00:00", "2015-06-03T00:00:00", "2015-06-10T00:00:00", "2015-06-17T00:00:00", "2015-06-24T00:00:00", "2015-07-01T00:00:00", "2015-07-08T00:00:00", "2015-07-15T00:00:00", "2015-07-22T00:00:00", "2015-07-29T00:00:00", "2015-08-05T00:00:00", "2015-08-12T00:00:00", "2015-08-19T00:00:00", "2015-08-26T00:00:00", "2015-09-02T00:00:00", "2015-09-09T00:00:00", "2015-09-16T00:00:00", "2015-09-23T00:00:00", "2015-09-30T00:00:00", "2015-10-07T00:00:00", "2015-10-14T00:00:00", "2015-10-21T00:00:00", "2015-10-28T00:00:00", "2015-11-04T00:00:00", "2015-11-11T00:00:00", "2015-11-18T00:00:00", "2015-11-25T00:00:00", "2015-12-02T00:00:00", "2015-12-09T00:00:00", "2015-12-16T00:00:00", "2015-12-23T00:00:00", "2015-12-30T00:00:00", "2016-01-06T00:00:00", "2016-01-13T00:00:00", "2016-01-20T00:00:00", "2016-01-27T00:00:00", "2016-02-03T00:00:00", "2016-02-10T00:00:00", "2016-02-17T00:00:00", "2016-02-24T00:00:00", "2016-03-02T00:00:00", "2016-03-09T00:00:00", "2016-03-16T00:00:00", "2016-03-23T00:00:00", "2016-03-30T00:00:00", "2016-04-06T00:00:00", "2016-04-13T00:00:00", "2016-04-20T00:00:00", "2016-04-27T00:00:00", "2016-05-04T00:00:00", "2016-05-11T00:00:00", "2016-05-18T00:00:00", "2016-05-25T00:00:00", "2016-06-01T00:00:00", "2016-06-08T00:00:00", "2016-06-15T00:00:00", "2016-06-22T00:00:00", "2016-06-29T00:00:00", "2016-07-06T00:00:00", "2016-07-13T00:00:00", "2016-07-20T00:00:00", "2016-07-27T00:00:00", "2016-08-03T00:00:00", "2016-08-10T00:00:00", "2016-08-17T00:00:00", "2016-08-24T00:00:00", "2016-08-31T00:00:00", "2016-09-07T00:00:00", "2016-09-14T00:00:00", "2016-09-21T00:00:00", "2016-09-28T00:00:00", "2016-10-05T00:00:00", "2016-10-12T00:00:00", "2016-10-19T00:00:00", "2016-10-26T00:00:00", "2016-11-02T00:00:00", "2016-11-09T00:00:00", "2016-11-16T00:00:00", "2016-11-23T00:00:00", "2016-11-30T00:00:00", "2016-12-07T00:00:00", "2016-12-14T00:00:00", "2016-12-21T00:00:00", "2016-12-28T00:00:00", "2017-01-04T00:00:00", "2017-01-11T00:00:00", "2017-01-18T00:00:00", "2017-01-25T00:00:00", "2017-02-01T00:00:00", "2017-02-08T00:00:00", "2017-02-15T00:00:00", "2017-02-22T00:00:00", "2017-03-01T00:00:00", "2017-03-08T00:00:00", "2017-03-15T00:00:00", "2017-03-22T00:00:00", "2017-03-29T00:00:00", "2017-04-05T00:00:00", "2017-04-12T00:00:00", "2017-04-19T00:00:00", "2017-04-26T00:00:00", "2017-05-03T00:00:00", "2017-05-10T00:00:00", "2017-05-17T00:00:00", "2017-05-24T00:00:00", "2017-05-31T00:00:00", "2017-06-07T00:00:00", "2017-06-14T00:00:00", "2017-06-21T00:00:00", "2017-06-28T00:00:00", "2017-07-05T00:00:00", "2017-07-12T00:00:00", "2017-07-19T00:00:00", "2017-07-26T00:00:00", "2017-08-02T00:00:00", "2017-08-09T00:00:00", "2017-08-16T00:00:00", "2017-08-23T00:00:00", "2017-08-30T00:00:00", "2017-09-06T00:00:00", "2017-09-13T00:00:00", "2017-09-20T00:00:00", "2017-09-27T00:00:00", "2017-10-04T00:00:00", "2017-10-11T00:00:00", "2017-10-18T00:00:00", "2017-10-25T00:00:00", "2017-11-01T00:00:00", "2017-11-08T00:00:00", "2017-11-15T00:00:00", "2017-11-22T00:00:00", "2017-11-29T00:00:00", "2017-12-06T00:00:00", "2017-12-13T00:00:00", "2017-12-20T00:00:00", "2017-12-27T00:00:00", "2018-01-03T00:00:00", "2018-01-10T00:00:00", "2018-01-17T00:00:00", "2018-01-24T00:00:00", "2018-01-31T00:00:00", "2018-02-07T00:00:00", "2018-02-14T00:00:00", "2018-02-21T00:00:00", "2018-02-28T00:00:00", "2018-03-07T00:00:00", "2018-03-14T00:00:00", "2018-03-21T00:00:00", "2018-03-28T00:00:00", "2018-04-04T00:00:00", "2018-04-11T00:00:00", "2018-04-18T00:00:00", "2018-04-25T00:00:00", "2018-05-02T00:00:00", "2018-05-09T00:00:00", "2018-05-16T00:00:00", "2018-05-23T00:00:00", "2018-05-30T00:00:00", "2018-06-06T00:00:00", "2018-06-13T00:00:00", "2018-06-20T00:00:00", "2018-06-27T00:00:00", "2018-07-11T00:00:00", "2018-07-18T00:00:00", "2018-07-25T00:00:00", "2018-08-01T00:00:00", "2018-08-08T00:00:00", "2018-08-15T00:00:00", "2018-08-22T00:00:00", "2018-08-29T00:00:00", "2018-09-05T00:00:00", "2018-09-12T00:00:00", "2018-09-19T00:00:00", "2018-09-26T00:00:00", "2018-10-03T00:00:00", "2018-10-10T00:00:00", "2018-10-17T00:00:00", "2018-10-24T00:00:00", "2018-10-31T00:00:00", "2018-11-07T00:00:00", "2018-11-14T00:00:00", "2018-11-21T00:00:00", "2018-11-28T00:00:00", "2018-12-12T00:00:00", "2018-12-19T00:00:00", "2018-12-26T00:00:00", "2019-01-02T00:00:00", "2019-01-09T00:00:00", "2019-01-16T00:00:00", "2019-01-23T00:00:00", "2019-01-30T00:00:00", "2019-02-06T00:00:00", "2019-02-13T00:00:00", "2019-02-20T00:00:00", "2019-02-27T00:00:00", "2019-03-06T00:00:00", "2019-03-13T00:00:00", "2019-03-20T00:00:00", "2019-03-27T00:00:00", "2019-04-03T00:00:00", "2019-04-10T00:00:00", "2019-04-17T00:00:00", "2019-04-24T00:00:00", "2019-05-01T00:00:00", "2019-05-08T00:00:00", "2019-05-15T00:00:00", "2019-05-22T00:00:00", "2019-05-29T00:00:00", "2019-06-05T00:00:00", "2019-06-12T00:00:00", "2019-06-19T00:00:00", "2019-06-26T00:00:00", "2019-07-03T00:00:00", "2019-07-10T00:00:00", "2019-07-17T00:00:00", "2019-07-24T00:00:00", "2019-07-31T00:00:00", "2019-08-07T00:00:00", "2019-08-14T00:00:00", "2019-08-21T00:00:00", "2019-08-28T00:00:00", "2019-09-04T00:00:00", "2019-09-11T00:00:00", "2019-09-18T00:00:00", "2019-09-25T00:00:00", "2019-10-02T00:00:00", "2019-10-09T00:00:00", "2019-10-16T00:00:00", "2019-10-23T00:00:00", "2019-10-30T00:00:00", "2019-11-06T00:00:00", "2019-11-13T00:00:00", "2019-11-20T00:00:00", "2019-11-27T00:00:00", "2019-12-04T00:00:00", "2019-12-11T00:00:00", "2019-12-18T00:00:00", "2020-01-08T00:00:00", "2020-01-15T00:00:00", "2020-01-22T00:00:00", "2020-01-29T00:00:00", "2020-02-05T00:00:00", "2020-02-12T00:00:00", "2020-02-19T00:00:00", "2020-02-26T00:00:00", "2020-03-04T00:00:00", "2020-03-11T00:00:00", "2020-03-18T00:00:00", "2020-03-25T00:00:00", "2020-04-01T00:00:00", "2020-04-08T00:00:00", "2020-04-15T00:00:00", "2020-04-22T00:00:00", "2020-04-29T00:00:00", "2020-05-06T00:00:00", "2020-05-13T00:00:00", "2020-05-20T00:00:00", "2020-05-27T00:00:00", "2020-06-03T00:00:00", "2020-06-10T00:00:00", "2020-06-17T00:00:00", "2020-06-24T00:00:00", "2020-07-01T00:00:00", "2020-07-08T00:00:00", "2020-07-15T00:00:00", "2020-07-22T00:00:00", "2020-07-29T00:00:00", "2020-08-05T00:00:00", "2020-08-12T00:00:00", "2020-08-19T00:00:00", "2020-08-26T00:00:00", "2020-09-02T00:00:00", "2020-09-09T00:00:00", "2020-09-16T00:00:00", "2020-09-23T00:00:00", "2020-09-30T00:00:00", "2020-10-07T00:00:00", "2020-10-14T00:00:00", "2020-10-21T00:00:00", "2020-10-28T00:00:00", "2020-11-04T00:00:00", "2020-11-11T00:00:00", "2020-11-18T00:00:00", "2020-11-25T00:00:00", "2020-12-02T00:00:00", "2020-12-09T00:00:00", "2020-12-16T00:00:00", "2020-12-23T00:00:00", "2020-12-30T00:00:00", "2021-01-06T00:00:00", "2021-01-13T00:00:00", "2021-01-20T00:00:00", "2021-01-27T00:00:00", "2021-02-03T00:00:00", "2021-02-10T00:00:00", "2021-02-17T00:00:00", "2021-02-24T00:00:00", "2021-03-03T00:00:00", "2021-03-10T00:00:00", "2021-03-17T00:00:00", "2021-03-24T00:00:00", "2021-03-31T00:00:00", "2021-04-07T00:00:00", "2021-04-14T00:00:00", "2021-04-21T00:00:00", "2021-04-28T00:00:00", "2021-05-05T00:00:00", "2021-05-12T00:00:00", "2021-05-19T00:00:00", "2021-05-26T00:00:00", "2021-06-02T00:00:00", "2021-06-09T00:00:00", "2021-06-16T00:00:00", "2021-06-23T00:00:00", "2021-06-30T00:00:00", "2021-07-07T00:00:00", "2021-07-14T00:00:00", "2021-07-21T00:00:00", "2021-07-28T00:00:00", "2021-08-04T00:00:00", "2021-08-11T00:00:00", "2021-08-18T00:00:00", "2021-08-25T00:00:00", "2021-09-01T00:00:00", "2021-09-08T00:00:00", "2021-09-15T00:00:00", "2021-09-22T00:00:00", "2021-09-29T00:00:00", "2021-10-06T00:00:00", "2021-10-13T00:00:00", "2021-10-20T00:00:00", "2021-10-27T00:00:00", "2021-11-03T00:00:00", "2021-11-10T00:00:00", "2021-11-17T00:00:00", "2021-11-24T00:00:00", "2021-12-01T00:00:00", "2021-12-08T00:00:00", "2021-12-15T00:00:00", "2021-12-22T00:00:00", "2021-12-29T00:00:00", "2022-01-05T00:00:00", "2022-01-12T00:00:00", "2022-01-19T00:00:00", "2022-01-26T00:00:00", "2022-02-02T00:00:00", "2022-02-09T00:00:00", "2022-02-16T00:00:00", "2022-02-23T00:00:00", "2022-03-02T00:00:00", "2022-03-09T00:00:00", "2022-03-16T00:00:00", "2022-03-23T00:00:00", "2022-03-30T00:00:00", "2022-04-06T00:00:00", "2022-04-13T00:00:00", "2022-04-20T00:00:00", "2022-04-27T00:00:00", "2022-05-04T00:00:00", "2022-05-11T00:00:00", "2022-05-18T00:00:00", "2022-05-25T00:00:00", "2022-06-01T00:00:00", "2022-06-08T00:00:00", "2022-06-15T00:00:00", "2022-06-22T00:00:00", "2022-06-29T00:00:00", "2022-07-06T00:00:00", "2022-07-13T00:00:00", "2022-07-20T00:00:00", "2022-07-27T00:00:00", "2022-08-03T00:00:00", "2022-08-10T00:00:00", "2022-08-17T00:00:00", "2022-08-24T00:00:00", "2022-08-31T00:00:00", "2022-09-07T00:00:00", "2022-09-14T00:00:00", "2022-09-21T00:00:00", "2022-09-28T00:00:00", "2022-10-05T00:00:00", "2022-10-12T00:00:00", "2022-10-19T00:00:00", "2022-10-26T00:00:00", "2022-11-02T00:00:00", "2022-11-09T00:00:00", "2022-11-16T00:00:00", "2022-11-23T00:00:00", "2022-11-30T00:00:00", "2022-12-07T00:00:00", "2022-12-14T00:00:00", "2022-12-21T00:00:00", "2022-12-28T00:00:00", "2023-01-04T00:00:00", "2023-01-11T00:00:00", "2023-01-18T00:00:00", "2023-01-25T00:00:00", "2023-02-01T00:00:00", "2023-02-08T00:00:00", "2023-02-15T00:00:00", "2023-02-22T00:00:00", "2023-03-01T00:00:00", "2023-03-08T00:00:00", "2023-03-15T00:00:00", "2023-03-22T00:00:00", "2023-03-29T00:00:00", "2023-04-05T00:00:00", "2023-04-12T00:00:00", "2023-04-19T00:00:00", "2023-04-26T00:00:00", "2023-05-03T00:00:00", "2023-05-10T00:00:00", "2023-05-17T00:00:00" ], "y": [ 0.018548581166625625, 0.013563437869699674, 0.01928566660514939, 0.0135625964479662, 0.022210168076796, 0.021961948665420988, 0.03545695090079806, 0.046462466700734895, 0.06213422696061081, 0.04333293880003164, 0.059746552554921, 0.07701168510408667, 0.08169616036825103, 0.08760546520244326, 0.08655200519213305, 0.09068591016869385, 0.09865333256296499, 0.10330162669258994, 0.10600483424833272, 0.11770508392620843, 0.12889402966404273, 0.13058500687441557, 0.1351494393046042, 0.1384694089909839, 0.15436919454063142, 0.1502655807464757, 0.15599510180361553, 0.16102988898281648, 0.17395104159596386, 0.1577884519915611, 0.15431141691493283, 0.17131795251801063, 0.16343663561446506, 0.16675800767040053, 0.17367729905867346, 0.19025050246901185, 0.19326587748787372, 0.19166212766387108, 0.2066453244718536, 0.21327713010118937, 0.20072059357254765, 0.20294783690105497, 0.20068525385974173, 0.2218231701741799, 0.21300563135518824, 0.1887763315919643, 0.16987968230159134, 0.19336712856980182, 0.2141426725910236, 0.21181698291969975, 0.22577560853022136, 0.2382740869592533, 0.24368358728376163, 0.22791422210280265, 0.23027497101302127, 0.22474486690671494, 0.24180385113117933, 0.2548015731220729, 0.2515093703528979, 0.24997629995450713, 0.25098881077378826, 0.256108301074159, 0.2511890691463552, 0.24840648747375466, 0.26020265922924646, 0.25394500579739576, 0.24033220451933224, 0.24174074450116873, 0.22322357641259283, 0.24561324779253008, 0.2623210786802244, 0.25371221245113446, 0.2566013742099751, 0.26400055646023973, 0.27088086197486166, 0.2607299501822239, 0.26533869749037553, 0.26650154232603745, 0.2737944249639731, 0.24805028560658374, 0.22892224533950525, 0.1536579127019342, 0.2426671498297243, 0.2625538720264857, 0.22995242601518934, 0.22655083842066262, 0.2414678433856118, 0.2540602805748818, 0.25528174445797575, 0.2572843281836453, 0.2640518831859817, 0.27492697861723, 0.25304159932955517, 0.25632819262050704, 0.23729691585277812, 0.2743463976211325, 0.2607408886647591, 0.22345693070667647, 0.21306649419390958, 0.2221687140327268, 0.23433791609005905, 0.219289929808599, 0.2258496536427671, 0.2305930284282747, 0.23906698670609755, 0.21273357166136478, 0.20989461473262142, 0.19650507068783982, 0.2213702048076594, 0.23710002316714507, 0.23407931914397118, 0.2308499425308956, 0.2305506768676898, 0.23462904800984127, 0.2470184220874327, 0.2545474637585636, 0.2538855453282302, 0.26852151543419883, 0.23988428768321257, 0.22780820296438486, 0.1199850563500135, 0.2523822051644222, 0.2715542798355525, 0.25143560571426327, 0.2503013692175395, 0.2582275619468704, 0.25299980871679256, 0.23671353011756904, 0.22846310954693927, 0.2170680154844037, 0.22559638570099125, 0.19637885742781863, 0.17509593610131166, 0.12528825706219285, 0.16474588783175156, 0.19123608779282178, 0.1768660069546311, 0.173543513003051, 0.18569364283442447, 0.19948005746349493, 0.20362770566170246, 0.21589142742709502, 0.20787380020272656, 0.22012518111602813, 0.19656845779176157, 0.19382850815365707, 0.1696081835555902, 0.20628996402641617, 0.22066144723416262, 0.18723260318494955, 0.1734823696904185, 0.1851579376641123, 0.19253412105366194, 0.1870932076511039, 0.18953753778684768, 0.19142512720894242, 0.20667309138905826, 0.1905553776104408, 0.1680058361011434, 0.1401256074363731, 0.17323891833553318, 0.1818870509121853, 0.17080833142143617, 0.17465503111297095, 0.19446294014069693, 0.19050994083683317, 0.1920789118958522, 0.18976275833750772, 0.148626210735756, 0.19210864213043496, 0.1951604787577474, 0.1314062344862868, 0.10687542526856779, 0.1021180267875023, 0.13328204400411287, 0.11499458404877554, 0.12137256078851313, 0.12613893443473567, 0.14297550284765162, 0.14187941080284536, 0.13693297290565923, 0.09678088873207281, 0.13028518026338745, 0.1403213782263615, 0.08565196441122636, 0.08087437180855749, 0.09579165724741781, 0.12678935343471157, 0.1302647056678729, 0.13266948898214334, 0.14201880633669098, 0.16220675751403632, 0.1683036993947934, 0.16785858729778533, 0.19302915750685617, 0.20303674713089212, 0.21109279928108926, 0.19962814768858644, 0.19046983306753756, 0.21034729962523077, 0.22196200476020322, 0.1882294074652058, 0.17381080464038476, 0.1735286478857596, 0.18051020448230967, 0.18795005544969223, 0.18622261663086884, 0.1546544365082793, 0.19392919828776287, 0.19345351453443854, 0.16446288965539294, 0.1526801806476367, 0.16799545856643053, 0.18739303426213205, 0.1902850007600843, 0.20234341562250904, 0.2028785598449989, 0.21589226884882848, 0.22802500929771016, 0.2164035727888699, 0.21884117155074587, 0.22616546726673126, 0.22850630252925763, 0.1899602119709631, 0.17639256699259606, 0.19070234593988772, 0.20399232174620813, 0.19879990822893626, 0.19958579612800156, 0.2068963486223402, 0.21889838822862215, 0.23003208060595828, 0.22411604439789823, 0.21000287766232847, 0.2229170184276969, 0.2241948575669337, 0.1992293137869195, 0.1847994920056521, 0.1888293411611732, 0.20549734475348305, 0.1977750565575642, 0.18907615820299242, 0.1728939354248086, 0.2023518298398438, 0.21571192412395376, 0.1980574937861005, 0.1963409934498123, 0.21276638710897028, 0.20118365599986987, 0.17854408236509065, 0.17386100947048208, 0.16932855106616548, 0.17786421360444316, 0.16006421730669879, 0.1444118097466928, 0.13980951333849778, 0.15589581403906552, 0.15045658347997445, 0.1573870938246937, 0.14941770811304445, 0.15499661467989231, 0.16429039820003064, 0.1333824536643075, 0.13068934316936642, 0.14271494258418566, 0.13317882960480665, 0.1323396516626213, 0.13832131876589235, 0.13811376807163528, 0.12474105246152319, 0.12147381187044125, 0.1191192333862681, 0.12281587953533327, 0.13099505973252887, 0.10032103043871168, 0.10640815573257822, 0.10597875017459502, 0.12178850359876076, 0.1059941762397087, 0.10375627490257738, 0.0897754918530743, 0.1061372179343994, 0.10674135873903418, 0.09016619201131769, 0.0900318450078729, 0.0879810197694841, 0.061379471665684075, 0.06901341057958812, 0.05128409370745561, 0.06455359491826149, 0.05080925137586477, 0.048995426592404655, 0.045587668571832454, 0.05825555324320398, 0.05343785287123948, 0.050125736454372224, 0.06750950946795782, 0.08466694003523874, 0.07774035632527569, 0.053460290784132135, 0.05662880455848638, 0.055857501302801316, 0.061206699736410616, 0.025315575221139655, 0.011902471367820779, 0.009701031639140023, 0.01970749936753133, 0.025056136853318315, 0.030879055722873826, 0.03379598439891916, 0.04256808644430321, 0.05498494696518814, 0.0236046843630746, 0.027261783690666445, 0.022133598699049812, 0.03219756357922855, 0.028830193801863132, 0.035421891661903286, 0.02165539068052507, 0.04145740975611672, 0.03925961618828101, 0.032445502516692405, 0.029887299973018408, 0.01895526833780502, 0.021125855936258375, 0, 0.012577572071978581, 0.029592241418479978, 0.04065104726153687, 0.024024553808078435, 0.01990327015751976, 0.03170084428256737, 0.04382208530109155, 0.05023427985799045, 0.04354750134206767, 0.05484330764005325, 0.06544830669485617, 0.08755778463754636, 0.07796557687593574, 0.08617869441638147, 0.08908272129251353, 0.0707711405808166, 0.0704463517916954, 0.08258245792751095, 0.0947999014975624, 0.08611530731245971, 0.09382805939539922, 0.11414811378490007, 0.13737023173315488, 0.22897665727826993, 0.3628642444565734, 0.44699884500843384, 0.47819539719873877, 0.565331068599992, 0.5938544239430481, 0.5873322836129752, 0.5879927996737527, 0.6446370302973529, 0.662140565671003, 0.6478731382842962, 0.637007018018205, 0.6190151775652284, 0.585461803099461, 0.5774528705663385, 0.5352948369801486, 0.520260032972513, 0.49851432969259496, 0.4926215728191611, 0.4832635607733675, 0.5075545647970463, 0.5293294373637247, 0.5459093721479309, 0.5478704457347491, 0.5431335218491982, 0.5664439890794678, 0.5487932049024596, 0.5639087853965088, 0.5196331737810744, 0.5559419239500599, 0.5865104950532817, 0.5816504431207322, 0.581942416462248, 0.5972282446203702, 0.6148880039625354, 0.6421166917316852, 0.6501441355429443, 0.6347455568725364, 0.65393053334358, 0.656123558854926, 0.6747324419124506, 0.6516962781672937, 0.6463683957509324, 0.6527749808296082, 0.6600838504804799, 0.6631668197119308, 0.6606327379246165, 0.6834952883187665, 0.7208936796326016, 0.765293260716768, 0.7621673789769097, 0.801975321661505, 0.892459290614165, 0.9078239319413226, 0.8409561467820947, 0.9158373520570237, 0.9460514041365414, 0.9250576514124386, 0.9113337824655564, 0.9142125666896842, 0.9314701264432487, 0.932119704021491, 0.9080836507830551, 0.9071059187287576, 0.9371519669354915, 0.9364639644314204, 0.8682398074378316, 0.7710704623388046, 0.8714388928685021, 0.9021785530575303, 0.9173847266248836, 0.9109383142508233, 0.9245331651985728, 0.9488135112136274, 0.9611913858608614, 0.9684520139990138, 0.9702778991606538, 0.9899478150240899, 0.9849980114399699, 0.963874679768912, 0.9410934668089979, 0.9575009101378417, 0.9912901631628931, 0.966145957501471, 0.9484735768333037, 0.9576293671891521, 0.9710564947380289, 0.9718942703106586, 1, 0.9944081916332389, 0.9916528159300206, 0.9967967074606622, 0.9518005583674624, 0.9357047215539153, 0.9308441086735435, 0.903135530042402, 0.8715289249939838, 0.8731587588917241, 0.8525994602560054, 0.8623391972948852, 0.8649226424905635, 0.8536787238661422, 0.9050309727340092, 0.9251748895073026, 0.9119951399480675, 0.87365660008403, 0.8759334872948124, 0.8974744446195848, 0.8793134783981799, 0.7481720112840264, 0.7499022548419614, 0.7461971944755614, 0.7380373669782357, 0.7351305353629921, 0.7398413751748054, 0.7537497959552296, 0.7330264200814833, 0.7080168418974172, 0.6890200634207608, 0.6868640604656877, 0.7142935675552267, 0.7342153489908829, 0.7101234814441265, 0.7218601927304528, 0.741484110872459, 0.7448767233018286, 0.7365570256751428, 0.732137878730934, 0.6763286189408519, 0.7188720236809732, 0.693206136544797, 0.6447051854577642, 0.6391546067559434, 0.6662817629692539, 0.6671321598678855, 0.6493335659396969, 0.6677744451244378, 0.6528481845204205, 0.6599371626249441, 0.6901969319519806, 0.6961115657904848, 0.6559608839864542, 0.6831819989600028, 0.6937098676892371, 0.6592839388858567, 0.6444415399812755, 0.6589470897185556, 0.6725301607620364, 0.6708254403300168, 0.6356130626797487, 0.6456209327776958, 0.6462343292213988, 0.6636124927567613, 0.6291046655713226, 0.6371071472044885, 0.6320990050468476, 0.7634530713856589, 0.7481436834189994, 0.7556309344773677, 0.7504845186815258, 0.7390476340062276, 0.6858442573247164, 0.6762882306976452, 0.6894648950438577, 0.704974260909173, 0.7217381865790989 ] }, { "hovertemplate": "%{y}", "name": "SP500", "type": "scatter", "x": [ "2013-05-29T00:00:00", "2013-06-05T00:00:00", "2013-06-12T00:00:00", "2013-06-19T00:00:00", "2013-06-26T00:00:00", "2013-07-03T00:00:00", "2013-07-10T00:00:00", "2013-07-17T00:00:00", "2013-07-24T00:00:00", "2013-07-31T00:00:00", "2013-08-07T00:00:00", "2013-08-14T00:00:00", "2013-08-21T00:00:00", "2013-08-28T00:00:00", "2013-09-04T00:00:00", "2013-09-11T00:00:00", "2013-09-18T00:00:00", "2013-09-25T00:00:00", "2013-10-02T00:00:00", "2013-10-09T00:00:00", "2013-10-16T00:00:00", "2013-10-23T00:00:00", "2013-10-30T00:00:00", "2013-11-06T00:00:00", "2013-11-13T00:00:00", "2013-11-20T00:00:00", "2013-11-27T00:00:00", "2013-12-04T00:00:00", "2013-12-11T00:00:00", "2013-12-18T00:00:00", "2014-01-08T00:00:00", "2014-01-15T00:00:00", "2014-01-22T00:00:00", "2014-01-29T00:00:00", "2014-02-05T00:00:00", "2014-02-12T00:00:00", "2014-02-19T00:00:00", "2014-02-26T00:00:00", "2014-03-05T00:00:00", "2014-03-12T00:00:00", "2014-03-19T00:00:00", "2014-03-26T00:00:00", "2014-04-02T00:00:00", "2014-04-09T00:00:00", "2014-04-16T00:00:00", "2014-04-23T00:00:00", "2014-04-30T00:00:00", "2014-05-07T00:00:00", "2014-05-14T00:00:00", "2014-05-21T00:00:00", "2014-05-28T00:00:00", "2014-06-04T00:00:00", "2014-06-11T00:00:00", "2014-06-18T00:00:00", "2014-06-25T00:00:00", "2014-07-02T00:00:00", "2014-07-09T00:00:00", "2014-07-16T00:00:00", "2014-07-23T00:00:00", "2014-07-30T00:00:00", "2014-08-06T00:00:00", "2014-08-13T00:00:00", "2014-08-20T00:00:00", "2014-08-27T00:00:00", "2014-09-03T00:00:00", "2014-09-10T00:00:00", "2014-09-17T00:00:00", "2014-09-24T00:00:00", "2014-10-01T00:00:00", "2014-10-08T00:00:00", "2014-10-15T00:00:00", "2014-10-22T00:00:00", "2014-10-29T00:00:00", "2014-11-05T00:00:00", "2014-11-12T00:00:00", "2014-11-19T00:00:00", "2014-11-26T00:00:00", "2014-12-03T00:00:00", "2014-12-10T00:00:00", "2014-12-17T00:00:00", "2014-12-24T00:00:00", "2014-12-31T00:00:00", "2015-01-07T00:00:00", "2015-01-14T00:00:00", "2015-01-21T00:00:00", "2015-01-28T00:00:00", "2015-02-04T00:00:00", "2015-02-11T00:00:00", "2015-02-18T00:00:00", "2015-02-25T00:00:00", "2015-03-04T00:00:00", "2015-03-11T00:00:00", "2015-03-18T00:00:00", "2015-03-25T00:00:00", "2015-04-01T00:00:00", "2015-04-08T00:00:00", "2015-04-15T00:00:00", "2015-04-22T00:00:00", "2015-04-29T00:00:00", "2015-05-06T00:00:00", "2015-05-13T00:00:00", "2015-05-20T00:00:00", "2015-05-27T00:00:00", "2015-06-03T00:00:00", "2015-06-10T00:00:00", "2015-06-17T00:00:00", "2015-06-24T00:00:00", "2015-07-01T00:00:00", "2015-07-08T00:00:00", "2015-07-15T00:00:00", "2015-07-22T00:00:00", "2015-07-29T00:00:00", "2015-08-05T00:00:00", "2015-08-12T00:00:00", "2015-08-19T00:00:00", "2015-08-26T00:00:00", "2015-09-02T00:00:00", "2015-09-09T00:00:00", "2015-09-16T00:00:00", "2015-09-23T00:00:00", "2015-09-30T00:00:00", "2015-10-07T00:00:00", "2015-10-14T00:00:00", "2015-10-21T00:00:00", "2015-10-28T00:00:00", "2015-11-04T00:00:00", "2015-11-11T00:00:00", "2015-11-18T00:00:00", "2015-11-25T00:00:00", "2015-12-02T00:00:00", "2015-12-09T00:00:00", "2015-12-16T00:00:00", "2015-12-23T00:00:00", "2015-12-30T00:00:00", "2016-01-06T00:00:00", "2016-01-13T00:00:00", "2016-01-20T00:00:00", "2016-01-27T00:00:00", "2016-02-03T00:00:00", "2016-02-10T00:00:00", "2016-02-17T00:00:00", "2016-02-24T00:00:00", "2016-03-02T00:00:00", "2016-03-09T00:00:00", "2016-03-16T00:00:00", "2016-03-23T00:00:00", "2016-03-30T00:00:00", "2016-04-06T00:00:00", "2016-04-13T00:00:00", "2016-04-20T00:00:00", "2016-04-27T00:00:00", "2016-05-04T00:00:00", "2016-05-11T00:00:00", "2016-05-18T00:00:00", "2016-05-25T00:00:00", "2016-06-01T00:00:00", "2016-06-08T00:00:00", "2016-06-15T00:00:00", "2016-06-22T00:00:00", "2016-06-29T00:00:00", "2016-07-06T00:00:00", "2016-07-13T00:00:00", "2016-07-20T00:00:00", "2016-07-27T00:00:00", "2016-08-03T00:00:00", "2016-08-10T00:00:00", "2016-08-17T00:00:00", "2016-08-24T00:00:00", "2016-08-31T00:00:00", "2016-09-07T00:00:00", "2016-09-14T00:00:00", "2016-09-21T00:00:00", "2016-09-28T00:00:00", "2016-10-05T00:00:00", "2016-10-12T00:00:00", "2016-10-19T00:00:00", "2016-10-26T00:00:00", "2016-11-02T00:00:00", "2016-11-09T00:00:00", "2016-11-16T00:00:00", "2016-11-23T00:00:00", "2016-11-30T00:00:00", "2016-12-07T00:00:00", "2016-12-14T00:00:00", "2016-12-21T00:00:00", "2016-12-28T00:00:00", "2017-01-04T00:00:00", "2017-01-11T00:00:00", "2017-01-18T00:00:00", "2017-01-25T00:00:00", "2017-02-01T00:00:00", "2017-02-08T00:00:00", "2017-02-15T00:00:00", "2017-02-22T00:00:00", "2017-03-01T00:00:00", "2017-03-08T00:00:00", "2017-03-15T00:00:00", "2017-03-22T00:00:00", "2017-03-29T00:00:00", "2017-04-05T00:00:00", "2017-04-12T00:00:00", "2017-04-19T00:00:00", "2017-04-26T00:00:00", "2017-05-03T00:00:00", "2017-05-10T00:00:00", "2017-05-17T00:00:00", "2017-05-24T00:00:00", "2017-05-31T00:00:00", "2017-06-07T00:00:00", "2017-06-14T00:00:00", "2017-06-21T00:00:00", "2017-06-28T00:00:00", "2017-07-05T00:00:00", "2017-07-12T00:00:00", "2017-07-19T00:00:00", "2017-07-26T00:00:00", "2017-08-02T00:00:00", "2017-08-09T00:00:00", "2017-08-16T00:00:00", "2017-08-23T00:00:00", "2017-08-30T00:00:00", "2017-09-06T00:00:00", "2017-09-13T00:00:00", "2017-09-20T00:00:00", "2017-09-27T00:00:00", "2017-10-04T00:00:00", "2017-10-11T00:00:00", "2017-10-18T00:00:00", "2017-10-25T00:00:00", "2017-11-01T00:00:00", "2017-11-08T00:00:00", "2017-11-15T00:00:00", "2017-11-22T00:00:00", "2017-11-29T00:00:00", "2017-12-06T00:00:00", "2017-12-13T00:00:00", "2017-12-20T00:00:00", "2017-12-27T00:00:00", "2018-01-03T00:00:00", "2018-01-10T00:00:00", "2018-01-17T00:00:00", "2018-01-24T00:00:00", "2018-01-31T00:00:00", "2018-02-07T00:00:00", "2018-02-14T00:00:00", "2018-02-21T00:00:00", "2018-02-28T00:00:00", "2018-03-07T00:00:00", "2018-03-14T00:00:00", "2018-03-21T00:00:00", "2018-03-28T00:00:00", "2018-04-04T00:00:00", "2018-04-11T00:00:00", "2018-04-18T00:00:00", "2018-04-25T00:00:00", "2018-05-02T00:00:00", "2018-05-09T00:00:00", "2018-05-16T00:00:00", "2018-05-23T00:00:00", "2018-05-30T00:00:00", "2018-06-06T00:00:00", "2018-06-13T00:00:00", "2018-06-20T00:00:00", "2018-06-27T00:00:00", "2018-07-11T00:00:00", "2018-07-18T00:00:00", "2018-07-25T00:00:00", "2018-08-01T00:00:00", "2018-08-08T00:00:00", "2018-08-15T00:00:00", "2018-08-22T00:00:00", "2018-08-29T00:00:00", "2018-09-05T00:00:00", "2018-09-12T00:00:00", "2018-09-19T00:00:00", "2018-09-26T00:00:00", "2018-10-03T00:00:00", "2018-10-10T00:00:00", "2018-10-17T00:00:00", "2018-10-24T00:00:00", "2018-10-31T00:00:00", "2018-11-07T00:00:00", "2018-11-14T00:00:00", "2018-11-21T00:00:00", "2018-11-28T00:00:00", "2018-12-12T00:00:00", "2018-12-19T00:00:00", "2018-12-26T00:00:00", "2019-01-02T00:00:00", "2019-01-09T00:00:00", "2019-01-16T00:00:00", "2019-01-23T00:00:00", "2019-01-30T00:00:00", "2019-02-06T00:00:00", "2019-02-13T00:00:00", "2019-02-20T00:00:00", "2019-02-27T00:00:00", "2019-03-06T00:00:00", "2019-03-13T00:00:00", "2019-03-20T00:00:00", "2019-03-27T00:00:00", "2019-04-03T00:00:00", "2019-04-10T00:00:00", "2019-04-17T00:00:00", "2019-04-24T00:00:00", "2019-05-01T00:00:00", "2019-05-08T00:00:00", "2019-05-15T00:00:00", "2019-05-22T00:00:00", "2019-05-29T00:00:00", "2019-06-05T00:00:00", "2019-06-12T00:00:00", "2019-06-19T00:00:00", "2019-06-26T00:00:00", "2019-07-03T00:00:00", "2019-07-10T00:00:00", "2019-07-17T00:00:00", "2019-07-24T00:00:00", "2019-07-31T00:00:00", "2019-08-07T00:00:00", "2019-08-14T00:00:00", "2019-08-21T00:00:00", "2019-08-28T00:00:00", "2019-09-04T00:00:00", "2019-09-11T00:00:00", "2019-09-18T00:00:00", "2019-09-25T00:00:00", "2019-10-02T00:00:00", "2019-10-09T00:00:00", "2019-10-16T00:00:00", "2019-10-23T00:00:00", "2019-10-30T00:00:00", "2019-11-06T00:00:00", "2019-11-13T00:00:00", "2019-11-20T00:00:00", "2019-11-27T00:00:00", "2019-12-04T00:00:00", "2019-12-11T00:00:00", "2019-12-18T00:00:00", "2020-01-08T00:00:00", "2020-01-15T00:00:00", "2020-01-22T00:00:00", "2020-01-29T00:00:00", "2020-02-05T00:00:00", "2020-02-12T00:00:00", "2020-02-19T00:00:00", "2020-02-26T00:00:00", "2020-03-04T00:00:00", "2020-03-11T00:00:00", "2020-03-18T00:00:00", "2020-03-25T00:00:00", "2020-04-01T00:00:00", "2020-04-08T00:00:00", "2020-04-15T00:00:00", "2020-04-22T00:00:00", "2020-04-29T00:00:00", "2020-05-06T00:00:00", "2020-05-13T00:00:00", "2020-05-20T00:00:00", "2020-05-27T00:00:00", "2020-06-03T00:00:00", "2020-06-10T00:00:00", "2020-06-17T00:00:00", "2020-06-24T00:00:00", "2020-07-01T00:00:00", "2020-07-08T00:00:00", "2020-07-15T00:00:00", "2020-07-22T00:00:00", "2020-07-29T00:00:00", "2020-08-05T00:00:00", "2020-08-12T00:00:00", "2020-08-19T00:00:00", "2020-08-26T00:00:00", "2020-09-02T00:00:00", "2020-09-09T00:00:00", "2020-09-16T00:00:00", "2020-09-23T00:00:00", "2020-09-30T00:00:00", "2020-10-07T00:00:00", "2020-10-14T00:00:00", "2020-10-21T00:00:00", "2020-10-28T00:00:00", "2020-11-04T00:00:00", "2020-11-11T00:00:00", "2020-11-18T00:00:00", "2020-11-25T00:00:00", "2020-12-02T00:00:00", "2020-12-09T00:00:00", "2020-12-16T00:00:00", "2020-12-23T00:00:00", "2020-12-30T00:00:00", "2021-01-06T00:00:00", "2021-01-13T00:00:00", "2021-01-20T00:00:00", "2021-01-27T00:00:00", "2021-02-03T00:00:00", "2021-02-10T00:00:00", "2021-02-17T00:00:00", "2021-02-24T00:00:00", "2021-03-03T00:00:00", "2021-03-10T00:00:00", "2021-03-17T00:00:00", "2021-03-24T00:00:00", "2021-03-31T00:00:00", "2021-04-07T00:00:00", "2021-04-14T00:00:00", "2021-04-21T00:00:00", "2021-04-28T00:00:00", "2021-05-05T00:00:00", "2021-05-12T00:00:00", "2021-05-19T00:00:00", "2021-05-26T00:00:00", "2021-06-02T00:00:00", "2021-06-09T00:00:00", "2021-06-16T00:00:00", "2021-06-23T00:00:00", "2021-06-30T00:00:00", "2021-07-07T00:00:00", "2021-07-14T00:00:00", "2021-07-21T00:00:00", "2021-07-28T00:00:00", "2021-08-04T00:00:00", "2021-08-11T00:00:00", "2021-08-18T00:00:00", "2021-08-25T00:00:00", "2021-09-01T00:00:00", "2021-09-08T00:00:00", "2021-09-15T00:00:00", "2021-09-22T00:00:00", "2021-09-29T00:00:00", "2021-10-06T00:00:00", "2021-10-13T00:00:00", "2021-10-20T00:00:00", "2021-10-27T00:00:00", "2021-11-03T00:00:00", "2021-11-10T00:00:00", "2021-11-17T00:00:00", "2021-11-24T00:00:00", "2021-12-01T00:00:00", "2021-12-08T00:00:00", "2021-12-15T00:00:00", "2021-12-22T00:00:00", "2021-12-29T00:00:00", "2022-01-05T00:00:00", "2022-01-12T00:00:00", "2022-01-19T00:00:00", "2022-01-26T00:00:00", "2022-02-02T00:00:00", "2022-02-09T00:00:00", "2022-02-16T00:00:00", "2022-02-23T00:00:00", "2022-03-02T00:00:00", "2022-03-09T00:00:00", "2022-03-16T00:00:00", "2022-03-23T00:00:00", "2022-03-30T00:00:00", "2022-04-06T00:00:00", "2022-04-13T00:00:00", "2022-04-20T00:00:00", "2022-04-27T00:00:00", "2022-05-04T00:00:00", "2022-05-11T00:00:00", "2022-05-18T00:00:00", "2022-05-25T00:00:00", "2022-06-01T00:00:00", "2022-06-08T00:00:00", "2022-06-15T00:00:00", "2022-06-22T00:00:00", "2022-06-29T00:00:00", "2022-07-06T00:00:00", "2022-07-13T00:00:00", "2022-07-20T00:00:00", "2022-07-27T00:00:00", "2022-08-03T00:00:00", "2022-08-10T00:00:00", "2022-08-17T00:00:00", "2022-08-24T00:00:00", "2022-08-31T00:00:00", "2022-09-07T00:00:00", "2022-09-14T00:00:00", "2022-09-21T00:00:00", "2022-09-28T00:00:00", "2022-10-05T00:00:00", "2022-10-12T00:00:00", "2022-10-19T00:00:00", "2022-10-26T00:00:00", "2022-11-02T00:00:00", "2022-11-09T00:00:00", "2022-11-16T00:00:00", "2022-11-23T00:00:00", "2022-11-30T00:00:00", "2022-12-07T00:00:00", "2022-12-14T00:00:00", "2022-12-21T00:00:00", "2022-12-28T00:00:00", "2023-01-04T00:00:00", "2023-01-11T00:00:00", "2023-01-18T00:00:00", "2023-01-25T00:00:00", "2023-02-01T00:00:00", "2023-02-08T00:00:00", "2023-02-15T00:00:00", "2023-02-22T00:00:00", "2023-03-01T00:00:00", "2023-03-08T00:00:00", "2023-03-15T00:00:00", "2023-03-22T00:00:00", "2023-03-29T00:00:00", "2023-04-05T00:00:00", "2023-04-12T00:00:00", "2023-04-19T00:00:00", "2023-04-26T00:00:00", "2023-05-03T00:00:00", "2023-05-10T00:00:00", "2023-05-17T00:00:00" ], "xhoverformat": "%Y-%m-%d", "y": [ 0.014138817480719766, 0.0017681359332873848, 0.002903003323092354, 0.008047526490689095, 0, 0.003809016239262678, 0.015474324409053827, 0.024343219010596304, 0.025920120383723134, 0.025854285535143275, 0.027478211800112888, 0.02574769578029974, 0.012395761489748561, 0.009937927142767585, 0.0156185340773716, 0.026920183083578943, 0.03832842184462975, 0.02806132045896294, 0.028406169665809736, 0.01665935168349116, 0.037080694714402146, 0.04486801680356139, 0.050175559596212914, 0.05242648441908584, 0.056034861119819424, 0.055837356574079844, 0.06394444792776977, 0.05942378832528684, 0.056103830961188796, 0.06501661546178447, 0.07343093610884695, 0.07684494325663055, 0.07574142579472064, 0.0535895667439965, 0.046517023010847106, 0.06771584425355821, 0.07069095241080946, 0.0758354755784062, 0.08481722992037116, 0.0830584989654524, 0.08072919932284155, 0.07815537024264842, 0.09017493259765505, 0.08430622609568, 0.08121198821242709, 0.08531255878111484, 0.08799611260894101, 0.08619662674775849, 0.08943193930653959, 0.08927518966706376, 0.09609379898426232, 0.10176813593328739, 0.10678725938930343, 0.11089096495078062, 0.11169038811210732, 0.11642109223148783, 0.11585992852216437, 0.11859991222020187, 0.12030534829769891, 0.1149946705122578, 0.09937300144209668, 0.10767446234873661, 0.12014859865822308, 0.12441532384475512, 0.12460342341212616, 0.12302652203899932, 0.12486989779923503, 0.12384475515706313, 0.10749890275252369, 0.11462474136309489, 0.0812684180826384, 0.10152674148849454, 0.11882876669383659, 0.13176688193617153, 0.13636905135118188, 0.1396513888018057, 0.1472098564173302, 0.1476801053357577, 0.13257257508307735, 0.12841870963696786, 0.15004702489184277, 0.14284281146153366, 0.13249733525612895, 0.12791084080506615, 0.1344473007712082, 0.12505486237381655, 0.13739105900056428, 0.14586180951783817, 0.15562731205718222, 0.1600727318327168, 0.15526678788638792, 0.1369929149162957, 0.15557088218697096, 0.14351683491127976, 0.14309047589190546, 0.1500532948774218, 0.15780613204589633, 0.158223086086902, 0.1578751018872656, 0.1495046711392564, 0.1552511129224403, 0.16383158818734714, 0.16308859489623173, 0.16013856668129667, 0.15735782807699536, 0.15586557150918554, 0.158417455639852, 0.14864881810771838, 0.13901185027274438, 0.1580475264906891, 0.1601636466236128, 0.15841432064706257, 0.15567747194181458, 0.15135431688507123, 0.14933538152862252, 0.10572763182644679, 0.10834535080569312, 0.10620728572324283, 0.12290739231299766, 0.10517900808828139, 0.09930716659351682, 0.12307041193805252, 0.1225719480845194, 0.1303153802746254, 0.15270236378456326, 0.1564518151608251, 0.14789014985265533, 0.15057997366606055, 0.15223838485171481, 0.1493040316007274, 0.1393065395949589, 0.14728509624427868, 0.14453257257508306, 0.14424101824565808, 0.1213242209542918, 0.08998056304470499, 0.08027776036115114, 0.08768261332998935, 0.09695592200137938, 0.07793592074738225, 0.10143582669759857, 0.10237005454887452, 0.120129788701486, 0.12101072167534015, 0.1329111543043451, 0.13588626246159635, 0.14442598282023944, 0.14527556586619847, 0.15021631450247666, 0.1564800300959308, 0.15420716032353127, 0.1404037870712897, 0.14458586745250487, 0.13930967458774848, 0.1527619286475641, 0.15551758730954915, 0.16172173804000248, 0.14679290237632453, 0.1511662173177001, 0.14656404790268981, 0.15564298702112986, 0.1721643990218822, 0.17861934917549688, 0.17660041381904817, 0.17572575083077308, 0.17939369239450742, 0.18150354254185208, 0.17937801743055992, 0.1779704056680669, 0.18273872970092164, 0.163806508245031, 0.17551570631387545, 0.17810207536522663, 0.17445294375822937, 0.16801053357577272, 0.16961251489121573, 0.16808890839551063, 0.1550818233118064, 0.17555959621292877, 0.1798482663489874, 0.1885572763182644, 0.18670449557966015, 0.2000407549062637, 0.20378080130415704, 0.2075114427236817, 0.20272744372687945, 0.20925763370744246, 0.2106903254122516, 0.2096150228854473, 0.21791648379208722, 0.21201642736221712, 0.21675653645996615, 0.23386732710514765, 0.2381215123205217, 0.24851087842497963, 0.23817167220515392, 0.24515643614019694, 0.23361652768198626, 0.23759169853909337, 0.23502727443726873, 0.23251301022007642, 0.2303937550943633, 0.24584299956110095, 0.24605617907078817, 0.24966142077873224, 0.23630635149539161, 0.25115367734654204, 0.25347670700357394, 0.2601667816164022, 0.2616653081697912, 0.26094112483541293, 0.2625337011724873, 0.25997868204903124, 0.26333625932660354, 0.2729230672769452, 0.27417706439275186, 0.2740955545802245, 0.27298263213994606, 0.2711298514013418, 0.2635839237569753, 0.2678318389867704, 0.270324158254436, 0.28061633958241894, 0.28371057746567174, 0.28333437833092984, 0.2929588061947457, 0.29844504357639967, 0.3003323092356888, 0.2990438271991975, 0.3060066461847138, 0.3107154053545677, 0.3013856668129663, 0.3115618534077371, 0.32065019750454576, 0.32165339519719105, 0.3321807009843877, 0.3373220891591949, 0.338378581729262, 0.3479214997805505, 0.3589472694212803, 0.37597968524672387, 0.3869458900244529, 0.38264154492444663, 0.3380776224214684, 0.34339770518527807, 0.34424415323844754, 0.34816289422534324, 0.35222897987334634, 0.3593391435199699, 0.3475672455953351, 0.31404476769703427, 0.3264875540786256, 0.3257038058812465, 0.3465358329675841, 0.3248291428929714, 0.3236597905824817, 0.34313436579095863, 0.35086839300269607, 0.35426359019374254, 0.35135431688507124, 0.3665088720295943, 0.3675371496645558, 0.36493197065646754, 0.34371120446422976, 0.3670324158254436, 0.38007398582983254, 0.3896200388739106, 0.37936547745940186, 0.3932660354881183, 0.3809361088469496, 0.3945576525173992, 0.41092858486425476, 0.40295316320772456, 0.4030534829769892, 0.40901937425543916, 0.40839864568311485, 0.4145244215938304, 0.37068781741801987, 0.37806445545175243, 0.330064580851464, 0.34750768073233423, 0.37953163207724616, 0.3443225280581854, 0.32813029030033225, 0.3575553326227349, 0.32848767947833724, 0.2833092983886137, 0.27100131669697153, 0.2842717411749954, 0.30776224214684306, 0.3175246096933977, 0.3246096933977051, 0.337886387861308, 0.35373691140510377, 0.3604520659602483, 0.37038058812464725, 0.37278826258699604, 0.3662267226785378, 0.3786005392187598, 0.38277321462160635, 0.37686061822057804, 0.39818797416765944, 0.40283089848893344, 0.4066681296633017, 0.4150699103392062, 0.41396639287729636, 0.4000752398269484, 0.3911530503479842, 0.3928177315192175, 0.3698539093360085, 0.3833751332371936, 0.40020690952410815, 0.4148222459088344, 0.4108470750517274, 0.43656655589692145, 0.4357044328798044, 0.43299266411687254, 0.44400902877923376, 0.43172612702990787, 0.4015047965389679, 0.38790519781804494, 0.41418584237256245, 0.40274625368361655, 0.41837105774656724, 0.4381685372123643, 0.439986833030284, 0.43313373879240075, 0.4026427989215625, 0.41260894099943574, 0.43464480531694777, 0.43929399962380083, 0.4525393441595084, 0.46194745752084776, 0.4673584550755533, 0.4718791146780362, 0.48603987710828267, 0.4732271615775284, 0.4822778857608628, 0.49779923506175927, 0.5172079754216565, 0.5285691892908646, 0.5387453758856354, 0.5235876857483228, 0.5428020565552699, 0.5568342842811461, 0.5589347294501222, 0.47436516396012285, 0.4786695090601291, 0.35679979936046147, 0.24918176688193613, 0.2734654210295316, 0.2718791146780362, 0.35949589315944575, 0.3699604990908521, 0.37496081259013103, 0.4189134114991536, 0.390356762179447, 0.38144711267164083, 0.4289767383535018, 0.4492037118314628, 0.4763966392877296, 0.49748573578280764, 0.473456016051163, 0.4536554015925763, 0.47419900934227854, 0.4911530503479842, 0.5089033795222271, 0.5244090538591761, 0.518897736535206, 0.5406326415449244, 0.5571164336322025, 0.5553921875979685, 0.5879584926954667, 0.6199699040692207, 0.562950655213493, 0.5587278199260141, 0.5121512320521663, 0.5516772211423914, 0.5693742554392124, 0.5910746755282463, 0.5744247288231237, 0.5228446924572074, 0.5768951031412628, 0.617405479967396, 0.6158787384789014, 0.635271803874851, 0.6476111354943883, 0.6488055677471942, 0.6576932723054736, 0.6541946203523732, 0.6673709950467113, 0.6724183334378331, 0.6917612389491503, 0.7049313436579095, 0.673242836541476, 0.6981346792902375, 0.7231237068154742, 0.7298482663489873, 0.7279986206031726, 0.6948586118251928, 0.7196532697974795, 0.7432629004953287, 0.7166217317700169, 0.7428772963822183, 0.7764405291867827, 0.7904570819487113, 0.8057433067903943, 0.8088030597529625, 0.8039156059941062, 0.7711392563797101, 0.7876418584237256, 0.8128189855163331, 0.8166217317700167, 0.8202050285284344, 0.8215060505360836, 0.8271929274562668, 0.844642297322716, 0.8636497586055552, 0.8687190419462034, 0.8638253182017679, 0.8769766129537901, 0.8776098814972724, 0.891729889021255, 0.8768606182205781, 0.9069314690576209, 0.9156780989403723, 0.9125368361652766, 0.9020753652266598, 0.8754091165590319, 0.8640667126465608, 0.8653489246974732, 0.8654272995172111, 0.9194714402156873, 0.9243275440466486, 0.9584644805316945, 0.9541193805254247, 0.9672738102702363, 0.971283466048028, 0.9122139319079565, 0.97120509122829, 0.9739137249984325, 0.969747319581165, 1, 0.9710075866825505, 0.9790864631011349, 0.9183961376888833, 0.8610790645181515, 0.9361464668631261, 0.9354567684494325, 0.900291554329425, 0.8220703492381967, 0.8725562731205717, 0.8384914414696846, 0.863565113800238, 0.8944071728635022, 0.9402439024390242, 0.902216439902188, 0.8913819048216188, 0.8954135055489371, 0.8090475891905448, 0.845479340397517, 0.7310552385729513, 0.7274499968650072, 0.7447081321712961, 0.7831117938428739, 0.7876700733588313, 0.6855382782619598, 0.6761019499655151, 0.6945795974669257, 0.7028089535394068, 0.6892344347608002, 0.7388049407486363, 0.7587779798106465, 0.8000219449495265, 0.8172863502413943, 0.8372876042385101, 0.7955075553326227, 0.737268794281773, 0.7450655213493007, 0.7344504357639977, 0.6855194683052229, 0.6632955044203397, 0.6834346981001944, 0.6187754718164149, 0.6558091416389741, 0.6982694839801868, 0.6760392501097248, 0.6725531381277824, 0.7384569565489998, 0.7599222521788199, 0.7764906890714152, 0.7306602294814721, 0.7499090852091042, 0.7132672894852342, 0.6834158881434572, 0.7052824628503355, 0.741849018747257, 0.7290739231299769, 0.7564612201391937, 0.7887485108784249, 0.78832528685184, 0.7976487554078625, 0.7485704432879804, 0.7361370618847577, 0.748871402595774, 0.7174963947582921, 0.7316164022822748, 0.7600946767822434, 0.7797103266662486, 0.7802025205342026, 0.799818170418208, 0.768929086463101, 0.7798263213994606, 0.7945263025895041, 0.8011505423537526 ] } ], "layout": { "annotations": [ { "font": { "color": "gray", "size": 17 }, "opacity": 0.5, "text": "OpenBB Terminal", "x": 1, "xanchor": "right", "xref": "paper", "xshift": 40, "y": 0, "yanchor": "bottom", "yref": "paper", "yshift": -80 } ], "hoverdistance": 2, "legend": { "x": 0, "xanchor": "left", "y": 1, "yanchor": "top" }, "margin": { "b": 80, "l": 40, "r": 50, "t": 50 }, "modebar": { "activecolor": "#d1030d", "bgcolor": "#2A2A2A", "color": "#FFFFFF", "orientation": "v" }, "newshape": { "line": { "color": "gold" } }, "spikedistance": 2, "template": { "data": { "bar": [ { "error_x": { "color": "#f2f5fa" }, "error_y": { "color": "#f2f5fa" }, "marker": { "line": { "color": "rgb(17,17,17)", "width": 0.5 }, "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "bar" } ], "barpolar": [ { "marker": { "line": { "color": "rgb(17,17,17)", "width": 0.5 }, "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "barpolar" } ], "candlestick": [ { "decreasing": { "fillcolor": "#e4003a", "line": { "color": "#e4003a" } }, "increasing": { "fillcolor": "#00ACFF", "line": { "color": "#00ACFF" } }, "type": "candlestick" } ], "carpet": [ { "aaxis": { "endlinecolor": "#A2B1C6", "gridcolor": "#506784", "linecolor": "#506784", "minorgridcolor": "#506784", "startlinecolor": "#A2B1C6" }, "baxis": { "endlinecolor": "#A2B1C6", "gridcolor": "#506784", "linecolor": "#506784", "minorgridcolor": "#506784", "startlinecolor": "#A2B1C6" }, "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": { "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "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": { "line": { "color": "#283442" } }, "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": { "line": { "color": "#283442" } }, "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": "#506784" }, "line": { "color": "rgb(17,17,17)" } }, "header": { "fill": { "color": "#2a3f5f" }, "line": { "color": "rgb(17,17,17)" } }, "type": "table" } ] }, "layout": { "annotationdefaults": { "arrowcolor": "#f2f5fa", "arrowhead": 0, "arrowwidth": 1, "showarrow": false }, "autotypenumbers": "strict", "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": [ "#ffed00", "#ef7d00", "#e4003a", "#c13246", "#822661", "#48277c", "#005ca9", "#00aaff", "#9b30d9", "#af005f", "#5f00af", "#af87ff" ], "dragmode": "pan", "font": { "color": "#f2f5fa", "family": "Fira Code", "size": 18 }, "geo": { "bgcolor": "rgb(17,17,17)", "lakecolor": "rgb(17,17,17)", "landcolor": "rgb(17,17,17)", "showlakes": true, "showland": true, "subunitcolor": "#506784" }, "hoverlabel": { "align": "left" }, "hovermode": "x", "legend": { "bgcolor": "rgba(0, 0, 0, 0)", "font": { "size": 15 }, "x": 0.01, "xanchor": "left", "y": 0.99, "yanchor": "top" }, "mapbox": { "style": "dark" }, "paper_bgcolor": "#000000", "plot_bgcolor": "#000000", "polar": { "angularaxis": { "gridcolor": "#506784", "linecolor": "#506784", "ticks": "" }, "bgcolor": "rgb(17,17,17)", "radialaxis": { "gridcolor": "#506784", "linecolor": "#506784", "ticks": "" } }, "scene": { "xaxis": { "backgroundcolor": "rgb(17,17,17)", "gridcolor": "#506784", "gridwidth": 2, "linecolor": "#506784", "showbackground": true, "ticks": "", "zerolinecolor": "#C8D4E3" }, "yaxis": { "backgroundcolor": "rgb(17,17,17)", "gridcolor": "#506784", "gridwidth": 2, "linecolor": "#506784", "showbackground": true, "ticks": "", "zerolinecolor": "#C8D4E3" }, "zaxis": { "backgroundcolor": "rgb(17,17,17)", "gridcolor": "#506784", "gridwidth": 2, "linecolor": "#506784", "showbackground": true, "ticks": "", "zerolinecolor": "#C8D4E3" } }, "shapedefaults": { "line": { "color": "#f2f5fa" } }, "sliderdefaults": { "bgcolor": "#C8D4E3", "bordercolor": "rgb(17,17,17)", "borderwidth": 1, "tickwidth": 0 }, "ternary": { "aaxis": { "gridcolor": "#506784", "linecolor": "#506784", "ticks": "" }, "baxis": { "gridcolor": "#506784", "linecolor": "#506784", "ticks": "" }, "bgcolor": "rgb(17,17,17)", "caxis": { "gridcolor": "#506784", "linecolor": "#506784", "ticks": "" } }, "title": { "x": 0.05 }, "updatemenudefaults": { "bgcolor": "#506784", "borderwidth": 0 }, "xaxis": { "automargin": true, "autorange": true, "gridcolor": "#283442", "linecolor": "#F5EFF3", "mirror": true, "rangeslider": { "visible": false }, "showgrid": true, "showline": true, "tick0": 1, "tickfont": { "size": 14 }, "ticks": "outside", "title": { "standoff": 20 }, "zeroline": false, "zerolinecolor": "#283442", "zerolinewidth": 2 }, "yaxis": { "anchor": "x", "automargin": true, "fixedrange": false, "gridcolor": "#283442", "linecolor": "#F5EFF3", "mirror": true, "showgrid": true, "showline": true, "side": "right", "tick0": 0.5, "ticks": "outside", "title": { "standoff": 20 }, "zeroline": false, "zerolinecolor": "#283442", "zerolinewidth": 2 } } }, "title": { "text": "USD Liquidity Index vs. S&P 500", "x": 0.5, "y": 0.98 }, "xaxis": { "tickformatstops": [ { "dtickrange": [ null, 604800000 ], "value": "%Y-%m-%d" }, { "dtickrange": [ 604800000, "M1" ], "value": "%Y-%m-%d" }, { "dtickrange": [ "M1", null ], "value": "%Y-%m-%d" } ], "type": "date" }, "yaxis": { "title": { "text": "Min/Max Normalized" } } } } }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = openbb.forecast.plot(normalize(y_axis, method = \"m\"), columns = normalized.columns, external_axes = True)\n", "\n", "fig.update({'layout': \n", " {'yaxis': {'title': 'Min/Max Normalized'},\n", " 'title': 'USD Liquidity Index vs. S&P 500',\n", "}})\n", "fig.update_layout(\n", " {\n", " 'title_y':0.98,\n", " 'title_x':0.5,\n", " },\n", " legend=dict(\n", " yanchor=\"top\",\n", " y=1,\n", " xanchor=\"left\",\n", " x=0\n", " )\n", ")" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "The combinations are endless and we love seeing your creations, tag us on social media with your custom indexes and indicators." ] } ], "metadata": { "kernelspec": { "display_name": "obb", "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": "3.10.8" }, "orig_nbformat": 4 }, "nbformat": 4, "nbformat_minor": 2 }