bachelor_thesis.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Bachelor Thesis \n",
    "\n",
    "### The Aim of this project is to create a software that will help forecasting swiss equity market,  help financials understand the companies situation and the market tendancies/behaviour in order to place trades.\n",
    "### This software also will be able to place automatically weekly trades.\n",
    "\n",
    "> > ### This jupyter notebook is for demonstration purposes only,  the code here will work perfectly however most of the good code practices will be violated,  the real software will be in separate files joined with this jupyter notebook in seperate folders"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### For modularity purposes all the imports will stay in one cell "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [],
   "source": [
    "import quandl\n",
    "import os\n",
    "import requests\n",
    "import pickle\n",
    "import time\n",
    "import pandas as pd\n",
    "import pprint\n",
    "import math\n",
    "import scipy.stats\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "import alpaca_trade_api as tradeapi\n",
    "from datetime import date, datetime\n",
    "from IPython.display import display\n",
    "from ipywidgets import widgets\n",
    "from matplotlib import interactive\n",
    "from sklearn.model_selection import train_test_split\n",
    "from sklearn.utils import shuffle\n",
    "from sklearn.neural_network import MLPClassifier\n",
    "from sklearn.ensemble import RandomForestClassifier\n",
    "from sklearn.tree import DecisionTreeClassifier\n",
    "from sklearn.naive_bayes import GaussianNB\n",
    "from requests.exceptions import HTTPError\n",
    "from alpaca_trade_api import rest\n",
    "from alpaca_trade_api.rest import APIError\n",
    "from sklearn import metrics\n",
    "from sklearn.metrics import plot_confusion_matrix\n",
    "%matplotlib tk\n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## In this cell all the Constants will be gathered,  for software engineering purposes and to decouple some parts of the code this constants will be in a seperate file.\n",
    "  > ### The base url is the most fundamental part of the constants. it's easier to call api's having\n",
    "  > ### trying to find a website that provides financial data for free was a hard,  so special thank to alphavantage to provide very valuable financial data\n",
    "   > ### The available_stocks_list variable will hold 16 stocks of the swiss equity market that accept to publish freely their **Cash Flow**,  **Balance sheet** and other detail about their **financial status**.\n",
    "   > ### Those same 16 stocks will be the only ones traded\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [],
   "source": [
    "BASE_URL = \"\"\"https://www.alphavantage.co/query?apikey=YCVISHALBF20DTQP\"\"\"\n",
    "END_DATE = date.today()\n",
    "SNB_FILENAME = \"retrieve_update/src/data/indices/snb_data.pickle\"\n",
    "available_stocks_list = pickle.load(\\\n",
    "                                  open(\"retrieve_update/src/data/stocks/traded_stocks.pickle\", \"rb\"))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### This is an optimisation function,  unfortunatuely there is no predefined function to append only and just only the lacking bits,  this will avoid everytime rewriting the datafiles,  since writing to disk is very expensive in term of ressources. also veryfing the file is up to date compared to the new data is very interesting to avoid useless updates. However comparing data which is melted with meta-data,  is very delicate and may turn to be very difficult. <br />  <br />  <br /> \n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {},
   "outputs": [],
   "source": [
    "def is_updated(path_name, byte_data):\n",
    "   pass"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# This part is one of the backbones of the project and the critical part of EPIC2,  the main idea of this part is to use multiple plateforms to retrieve valubale informations\n",
    ">> ### Each method used here will update weekly information of stocks,  indices etc... \n",
    ">> ### Full documentation of what is updated here will be found in the report\n",
    ">> ### The Pickle objects format will be dictionnaries where the Keys are tickers/symbols ( IBM for example stands for IBM tech company) and the values are JSON objects/dictionnary objects containing informations related to those equities\n",
    ">> ### The format will be also a pickle files. Actually serialized objects are more handy to use,  transport and extract\n",
    ">> ### After a benchmark done with tinydb and other technologies,  Pickle was the most lightweight Technology to use which I believe that match my usecase I don't have terabytes of data to manipulate."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## as a first step we are going to update indices for equities "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "def update_EMA():\n",
    "    dataset = {}\n",
    "    nb_api_call = 0\n",
    "    for ticker in available_stocks_list:    \n",
    "        ### to respect maximum 5 API calls per minute\n",
    "        if(nb_api_call  == 5 ):\n",
    "            time.sleep(60)\n",
    "            nb_api_call = 0 \n",
    "           \n",
    "        data = requests.get(BASE_URL+\"&interval=weekly&time_period=15&series_type=close&symbol={}&function=EMA\"\n",
    "                      .format(ticker))\n",
    "        \n",
    "        nb_api_call = nb_api_call+1;    \n",
    "        dataset[ticker] = data.json()\n",
    "        \n",
    "        file = open(\"retrieve_update/src/data/indices/ema_index.pickle\",  \"wb\" )\n",
    "        pickle.dump(dataset, file)\n",
    "        file.close()\n",
    "\n",
    "def update_stoch_index():\n",
    "    dataset = {}\n",
    "    nb_api_call = 0\n",
    "    for ticker in available_stocks_list:    \n",
    "         ### to respect maximum 5 API calls per minute\n",
    "        if(nb_api_call  == 5 ):\n",
    "            time.sleep(60)\n",
    "            nb_api_call = 0 \n",
    "            #make a get request to the API \n",
    "        data = requests.get(BASE_URL+\"&interval=weekly&symbol={}&function=stoch\"\n",
    "                      .format(ticker))\n",
    "        \n",
    "        nb_api_call = nb_api_call+1;    \n",
    "        dataset[ticker] = data.json()\n",
    "        print(data.json())\n",
    "        file = open( \"retrieve_update/src/data/indices/stochastic_index.pickle\",  \"wb\" )\n",
    "        pickle.dump(dataset, file)\n",
    "        file.close()\n",
    "\n",
    "def update_MACD():\n",
    "    dataset = {}\n",
    "    nb_api_call = 0\n",
    "    for ticker in available_stocks_list:    \n",
    "        if(nb_api_call  == 5 ):\n",
    "            ### to respect maximum 5 API calls per minute\n",
    "            time.sleep(60)\n",
    "            nb_api_call = 0 \n",
    "        data = requests.get(BASE_URL+\"&interval=weekly&series_type=close&symbol={}&function=macd\"\n",
    "                      .format(ticker))\n",
    "        \n",
    "        nb_api_call = nb_api_call+1;    \n",
    "        dataset[ticker] = data.json()\n",
    "        file = open( \"retrieve_update/src/data/indices/macd_index.pickle\",  \"wb\" )\n",
    "        pickle.dump(dataset, file)\n",
    "        file.close()\n",
    "    \n",
    "def update_RSI():\n",
    "    dataset = {}\n",
    "    nb_api_call = 0\n",
    "    for ticker in available_stocks_list:    \n",
    "        if(nb_api_call  == 5 ):\n",
    "            ### to respect maximum 5 API calls per minute\n",
    "            time.sleep(60)\n",
    "            nb_api_call = 0 \n",
    "        data = requests.get(BASE_URL+\"&time_period=10&interval=weekly&series_type=close&symbol={}&function=rsi\"\n",
    "                      .format(ticker))\n",
    "        \n",
    "        nb_api_call = nb_api_call+1; \n",
    "        print(data.json())\n",
    "        dataset[ticker] = data.json()\n",
    "        file = open( \"retrieve_update/src/data/indices/rsi_index.pickle\",  \"wb\" )\n",
    "        pickle.dump(dataset, file)\n",
    "        file.close()  \n",
    "\n",
    "def update_CCI():\n",
    "    dataset = {}\n",
    "    nb_api_call = 0\n",
    "    for ticker in available_stocks_list:    \n",
    "        if(nb_api_call  == 5 ):\n",
    "            ### to respect maximum 5 API calls per minute\n",
    "            time.sleep(60)\n",
    "            nb_api_call = 0 \n",
    "        data = requests.get(BASE_URL+\"&time_period=10&interval=weekly&series_type=close&symbol={}&function=cci\"\n",
    "                      .format(ticker))\n",
    "        \n",
    "        nb_api_call = nb_api_call+1;    \n",
    "        dataset[ticker] = data.json()\n",
    "        print(data.json())\n",
    "        file = open( \"retrieve_update/src/data/indices/cci_index.pickle\",  \"wb\" )\n",
    "        pickle.dump(dataset, file)\n",
    "        file.close()\n",
    "\n",
    "def update_aroon():\n",
    "    dataset = {}\n",
    "    nb_api_call = 0\n",
    "    for ticker in available_stocks_list:    \n",
    "        if(nb_api_call  == 5 ):\n",
    "            ### to respect maximum 5 API calls per minute\n",
    "            time.sleep(60)\n",
    "            nb_api_call = 0 \n",
    "        data = requests.get(BASE_URL+\"&time_period=10&interval=weekly&symbol={}&function=aroon\"\n",
    "                      .format(ticker))\n",
    "        \n",
    "        nb_api_call = nb_api_call+1;    \n",
    "        dataset[ticker] = data.json()\n",
    "        #Write to file in pickle mode \n",
    "        file = open( \"retrieve_update/src/data/indices/aroon_index.pickle\",  \"wb\" )\n",
    "        pickle.dump(dataset, file)\n",
    "        file.close()  \n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## The second part will consist of retrieving some more financial insights about the companies Example: Balance sheet,  Cash flow etc... \n",
    "## Also we will fetch historical stocks prices for the traded equities"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {},
   "outputs": [],
   "source": [
    "def update_SNB():\n",
    "    snb_data = quandl.get(\"SNB/CAPCHSTOCKI\",  authtoken = \"kVxxtbafwx1jrcH7xwps\", \n",
    "               collapse = \"weekly\", end_date = END_DATE)\n",
    "    snb_data = snb_data.dropna()\n",
    "    file = open(SNB_FILENAME,  \"wb\")\n",
    "    pickle.dump(snb_data, file)\n",
    "    file.close()\n",
    "\n",
    "def update_stock_prices():\n",
    "    #prepare json object to contain ticker : Weekly stock prices of ticker\n",
    "    dataset = {}\n",
    "    nb_api_call = 0\n",
    "    for ticker in available_stocks_list:    \n",
    "        if(nb_api_call == 5):\n",
    "            ### to respect maximum 5 API calls per minute\n",
    "            time.sleep(60)\n",
    "            nb_api_call = 0\n",
    "        try:\n",
    "            data = requests.get(BASE_URL+\"&symbol={}&function=TIME_SERIES_WEEKLY\"\n",
    "                      .format(ticker))\n",
    "        except requests.exceptions.Timeout:\n",
    "            print(\"Time out Exceeded please verify network connection or URL validity\")\n",
    "        except requests.exceptions.RequestException as e:  \n",
    "            raise SystemExit(e)\n",
    "        nb_api_call = nb_api_call+1;\n",
    "        ### In case of sucess the weekly time Series Json element contains all stocks prices\n",
    "        if(\"Weekly Time Series\" in data.json() ):        \n",
    "            dataset[ticker] = data.json()  \n",
    "    ## this will apply to all update_index methods also\n",
    "    #open file in write bytes modes\n",
    "    file = open( \"retrieve_update/src/data/stocks/stock_prices.pickle\",  \"wb\" )\n",
    "    #dump dataset \n",
    "    pickle.dump(dataset, file)\n",
    "    file.close()\n",
    "           \n",
    "def update_overview():\n",
    "    dataset = {}\n",
    "    nb_api_call = 0\n",
    "    for ticker in available_stocks_list:    \n",
    "        if(nb_api_call == 5):\n",
    "            ### to respect maximum 5 API calls per minute\n",
    "            time.sleep(60)\n",
    "            nb_api_call = 0\n",
    "        data = requests.get(BASE_URL+\"&symbol={}&function=OVERVIEW\"\n",
    "                      .format(ticker))\n",
    "        nb_api_call = nb_api_call+1;    \n",
    "        dataset[ticker] = data.json()\n",
    "        print(data.json())\n",
    "    file = open( \"retrieve_update/src/data/stocks/stock_overview.pickle\",  \"wb\" )\n",
    "    pickle.dump(dataset, file)\n",
    "    file.close()\n",
    "\n",
    "def update_income_state():\n",
    "    dataset = {}\n",
    "    nb_api_call = 0\n",
    "    for ticker in available_stocks_list:    \n",
    "        if(nb_api_call  == 5 ):\n",
    "            ### to respect maximum 5 API calls per minute\n",
    "            time.sleep(60)\n",
    "            nb_api_call = 0\n",
    "        data = requests.get(BASE_URL+\"&symbol={}&function=INCOME_STATEMENT\"\n",
    "                      .format(ticker))\n",
    "        nb_api_call = nb_api_call+1;    \n",
    "        dataset[ticker] = data.json()\n",
    "        print(data.json())\n",
    "    file = open( \"retrieve_update/src/data/stocks/income_statments.pickle\",  \"wb\" )\n",
    "    pickle.dump(dataset, file)\n",
    "    file.close()\n",
    "    \n",
    "    \n",
    "def update_balance_sheet():\n",
    "    dataset = {}\n",
    "    nb_api_call = 0\n",
    "    for ticker in available_stocks_list:    \n",
    "        if(nb_api_call  == 5 ):\n",
    "            ### to respect maximum 5 API calls per minute\n",
    "            time.sleep(60)\n",
    "            nb_api_call = 0\n",
    "        data = requests.get(BASE_URL+\"&symbol={}&function=BALANCE_SHEET\"\n",
    "                      .format(ticker))\n",
    "        nb_api_call = nb_api_call+1;    \n",
    "        dataset[ticker] = data.json()\n",
    "        print(data.json())\n",
    "    file = open( \"retrieve_update/src/data/stocks/balance_sheet.pickle\",  \"wb\" )\n",
    "    pickle.dump(dataset, file)\n",
    "    file.close()\n",
    "    \n",
    "def update_cash_flow():\n",
    "    dataset = {}\n",
    "    nb_api_call = 0\n",
    "    for ticker in available_stocks_list:    \n",
    "        if(nb_api_call  == 5 ):\n",
    "            ### to respect maximum 5 API calls per minute\n",
    "            time.sleep(60)\n",
    "            nb_api_call = 0\n",
    "        data = requests.get(BASE_URL+\"&symbol={}&function=CASH_FLOW\"\n",
    "                      .format(ticker))\n",
    "        nb_api_call = nb_api_call+1;    \n",
    "        dataset[ticker] = data.json()\n",
    "        \n",
    "    file = open( \"retrieve_update/src/data/stocks/cash_flow.pickle\",  \"wb\" )\n",
    "    pickle.dump(dataset, file)\n",
    "    file.close()\n",
    "def update_all():\n",
    "    update_SNB()\n",
    "    update_balance_sheet()\n",
    "    time.sleep(60)\n",
    "    update_cash_flow()\n",
    "    time.sleep(60)\n",
    "    update_stock_prices()\n",
    "    time.sleep(60)\n",
    "    update_aroon()\n",
    "    time.sleep(60)\n",
    "    update_CCI()\n",
    "    time.sleep(60)\n",
    "    update_EMA()\n",
    "    time.sleep(60)\n",
    "    update_MACD()\n",
    "    time.sleep(60)\n",
    "    update_RSI()\n",
    "    time.sleep(60)\n",
    "    update_stoch_index()\n",
    "#update_all()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# This part of the project is the backbone of Epic3\n",
    ">> ## This part will take raw data ( gerenally JSON ) and transforme it into a more manipulable format in order to extract information and help a developer create his dashboard in a fluid way\n",
    ">> ## As a first step I'll make sure to modify the JSON objects ( stored in dictionnaries) and transform them into pandas dataframes,  this is the most \"usable\" format and the most documented one\n",
    ">> ## The next step will consist of validating all fields/rows etc.\n",
    ">> ## furthermore,  more preprocessing will be done to ensure that values are stored as float64 and date values are normalized\n",
    ">> ## The code here will automatically persist the data in a folder AKA data warehouse  \n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {},
   "outputs": [],
   "source": [
    "# In this cell some helper functions and global variables are going to be declared\n",
    "class CorruptedFields(Exception):\n",
    "    pass\n",
    "\n",
    "\n",
    "\n",
    "def clean_helper(df: pd.DataFrame):\n",
    "    #Calculate sum of NaN values\n",
    "    fields = df.isna().sum()\n",
    "    if sum(fields) !=  0:\n",
    "        raise CorruptedFields\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## The first part of Epic 3 will consist on creating truth tables for Machine learning Training \n",
    ">> ### The indices / prices / traded volume will be our feautres in the training\n",
    ">> ### The Labels will be as follow 'Up trend' 'Down trend' respectively 1 and -1 in Dataframes."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'Meta Data': {'1: Symbol': 'ALC', '2: Indicator': 'Relative Strength Index (RSI)', '3: Last Refreshed': '2021-06-14', '4: Interval': 'weekly', '5: Time Period': 10, '6: Series Type': 'close', '7: Time Zone': 'US/Eastern Time'}, 'Technical Analysis: RSI': {'2021-06-14': {'RSI': '52.6899'}, '2021-06-11': {'RSI': '51.2902'}, '2021-06-04': {'RSI': '50.4571'}, '2021-05-28': {'RSI': '48.7136'}, '2021-05-21': {'RSI': '45.5577'}, '2021-05-14': {'RSI': '44.4152'}, '2021-05-07': {'RSI': '49.0753'}, '2021-04-30': {'RSI': '67.1471'}, '2021-04-23': {'RSI': '68.7795'}, '2021-04-16': {'RSI': '65.4716'}, '2021-04-09': {'RSI': '64.5536'}, '2021-04-01': {'RSI': '58.7682'}, '2021-03-26': {'RSI': '55.1414'}, '2021-03-19': {'RSI': '50.7783'}, '2021-03-12': {'RSI': '51.9803'}, '2021-03-05': {'RSI': '50.3951'}, '2021-02-26': {'RSI': '51.5126'}, '2021-02-19': {'RSI': '60.7965'}, '2021-02-12': {'RSI': '67.5858'}, '2021-02-05': {'RSI': '72.8234'}, '2021-01-29': {'RSI': '66.9947'}, '2021-01-22': {'RSI': '75.5614'}, '2021-01-15': {'RSI': '69.7738'}, '2021-01-08': {'RSI': '67.8946'}, '2020-12-31': {'RSI': '61.5403'}, '2020-12-24': {'RSI': '58.9470'}, '2020-12-18': {'RSI': '61.3276'}, '2020-12-11': {'RSI': '58.4794'}, '2020-12-04': {'RSI': '56.9681'}, '2020-11-27': {'RSI': '57.6598'}, '2020-11-20': {'RSI': '55.8989'}, '2020-11-13': {'RSI': '62.1969'}, '2020-11-06': {'RSI': '58.1515'}, '2020-10-30': {'RSI': '44.8943'}, '2020-10-23': {'RSI': '60.3603'}, '2020-10-16': {'RSI': '59.1395'}, '2020-10-09': {'RSI': '58.7730'}, '2020-10-02': {'RSI': '46.5346'}, '2020-09-25': {'RSI': '44.9478'}, '2020-09-18': {'RSI': '51.6922'}, '2020-09-11': {'RSI': '45.6207'}, '2020-09-04': {'RSI': '41.7623'}, '2020-08-28': {'RSI': '46.9822'}, '2020-08-21': {'RSI': '49.4790'}, '2020-08-14': {'RSI': '57.9030'}, '2020-08-07': {'RSI': '59.1762'}, '2020-07-31': {'RSI': '54.9107'}, '2020-07-24': {'RSI': '54.4517'}, '2020-07-17': {'RSI': '54.3921'}, '2020-07-10': {'RSI': '48.6378'}, '2020-07-02': {'RSI': '52.5986'}, '2020-06-26': {'RSI': '51.1787'}, '2020-06-19': {'RSI': '57.1117'}, '2020-06-12': {'RSI': '51.1710'}, '2020-06-05': {'RSI': '64.2114'}, '2020-05-29': {'RSI': '65.5813'}, '2020-05-22': {'RSI': '61.7800'}, '2020-05-15': {'RSI': '54.7254'}, '2020-05-08': {'RSI': '48.7965'}, '2020-05-01': {'RSI': '41.9004'}, '2020-04-24': {'RSI': '45.7746'}, '2020-04-17': {'RSI': '45.6154'}, '2020-04-09': {'RSI': '45.9623'}, '2020-04-03': {'RSI': '39.0342'}, '2020-03-27': {'RSI': '31.7255'}, '2020-03-20': {'RSI': '20.6646'}, '2020-03-13': {'RSI': '32.9356'}, '2020-03-06': {'RSI': '48.7002'}, '2020-02-28': {'RSI': '56.7115'}, '2020-02-21': {'RSI': '67.2613'}, '2020-02-14': {'RSI': '65.4788'}, '2020-02-07': {'RSI': '60.7258'}, '2020-01-31': {'RSI': '52.7952'}, '2020-01-24': {'RSI': '67.3645'}, '2020-01-17': {'RSI': '67.0534'}, '2020-01-10': {'RSI': '49.9027'}, '2020-01-03': {'RSI': '49.3676'}, '2019-12-27': {'RSI': '49.4733'}, '2019-12-20': {'RSI': '47.3957'}, '2019-12-13': {'RSI': '41.0056'}, '2019-12-06': {'RSI': '40.7899'}, '2019-11-29': {'RSI': '38.4076'}, '2019-11-22': {'RSI': '43.1630'}, '2019-11-15': {'RSI': '51.6566'}, '2019-11-08': {'RSI': '48.0365'}, '2019-11-01': {'RSI': '52.0059'}, '2019-10-25': {'RSI': '49.4040'}, '2019-10-18': {'RSI': '52.2266'}, '2019-10-11': {'RSI': '40.3920'}, '2019-10-04': {'RSI': '43.5719'}, '2019-09-27': {'RSI': '49.1603'}, '2019-09-20': {'RSI': '54.1714'}, '2019-09-13': {'RSI': '52.9919'}, '2019-09-06': {'RSI': '54.5313'}, '2019-08-30': {'RSI': '58.9581'}, '2019-08-23': {'RSI': '51.5647'}, '2019-08-16': {'RSI': '60.9878'}, '2019-08-09': {'RSI': '58.2141'}, '2019-08-02': {'RSI': '54.9124'}, '2019-07-26': {'RSI': '56.6328'}, '2019-07-19': {'RSI': '59.3724'}, '2019-07-12': {'RSI': '64.5648'}, '2019-07-05': {'RSI': '63.3726'}, '2019-06-28': {'RSI': '67.8155'}}}\n",
      "{'Meta Data': {'1: Symbol': 'SIGN', '2: Indicator': 'Relative Strength Index (RSI)', '3: Last Refreshed': '2021-06-14', '4: Interval': 'weekly', '5: Time Period': 10, '6: Series Type': 'close', '7: Time Zone': 'US/Eastern Time'}, 'Technical Analysis: RSI': {'2021-06-14': {'RSI': '51.4537'}, '2021-06-11': {'RSI': '50.2084'}, '2021-06-04': {'RSI': '39.5003'}, '2021-05-28': {'RSI': '40.6403'}, '2021-05-21': {'RSI': '37.7797'}, '2021-05-14': {'RSI': '42.2177'}, '2021-05-07': {'RSI': '45.2629'}, '2021-04-30': {'RSI': '49.6943'}, '2021-04-23': {'RSI': '45.5005'}, '2021-04-16': {'RSI': '48.0023'}, '2021-04-09': {'RSI': '41.7988'}, '2021-04-01': {'RSI': '51.6445'}, '2021-03-26': {'RSI': '50.8663'}, '2021-03-19': {'RSI': '48.3939'}, '2021-03-12': {'RSI': '46.1241'}, '2021-03-05': {'RSI': '49.4518'}, '2021-02-26': {'RSI': '56.8948'}, '2021-02-19': {'RSI': '60.8025'}, '2021-02-12': {'RSI': '59.6513'}, '2021-02-05': {'RSI': '65.4145'}, '2021-01-29': {'RSI': '59.8252'}, '2021-01-22': {'RSI': '54.9061'}, '2021-01-15': {'RSI': '56.9999'}, '2021-01-08': {'RSI': '48.0925'}, '2020-12-31': {'RSI': '53.0363'}, '2020-12-24': {'RSI': '53.0363'}, '2020-12-18': {'RSI': '57.8536'}, '2020-12-11': {'RSI': '41.6304'}, '2020-12-04': {'RSI': '52.2853'}, '2020-11-27': {'RSI': '67.9337'}, '2020-11-20': {'RSI': '55.7861'}, '2020-11-13': {'RSI': '64.3962'}, '2020-11-06': {'RSI': '57.2743'}, '2020-10-30': {'RSI': '49.7331'}, '2020-10-23': {'RSI': '46.3224'}, '2020-10-16': {'RSI': '45.9095'}, '2020-10-09': {'RSI': '34.0364'}, '2020-10-02': {'RSI': '34.4288'}, '2020-09-25': {'RSI': '34.6687'}, '2020-09-18': {'RSI': '47.2600'}, '2020-09-11': {'RSI': '49.1501'}, '2020-09-04': {'RSI': '49.1501'}, '2020-08-28': {'RSI': '36.8819'}, '2020-08-21': {'RSI': '36.8819'}, '2020-08-14': {'RSI': '41.0241'}, '2020-08-07': {'RSI': '41.0241'}, '2020-07-31': {'RSI': '43.4465'}, '2020-07-24': {'RSI': '40.0954'}, '2020-07-17': {'RSI': '40.0954'}, '2020-07-10': {'RSI': '43.2060'}, '2020-07-02': {'RSI': '38.9429'}, '2020-06-26': {'RSI': '51.7656'}, '2020-06-19': {'RSI': '53.1988'}, '2020-06-12': {'RSI': '44.9718'}, '2020-06-05': {'RSI': '44.9718'}, '2020-05-29': {'RSI': '44.9718'}, '2020-05-22': {'RSI': '54.2393'}, '2020-05-15': {'RSI': '50.8187'}, '2020-05-08': {'RSI': '44.6080'}, '2020-05-01': {'RSI': '50.3280'}, '2020-04-24': {'RSI': '44.5708'}, '2020-04-17': {'RSI': '45.0935'}, '2020-04-09': {'RSI': '45.0935'}, '2020-04-03': {'RSI': '42.9251'}, '2020-03-27': {'RSI': '43.7017'}, '2020-03-20': {'RSI': '41.8064'}, '2020-03-13': {'RSI': '42.4495'}, '2020-03-06': {'RSI': '50.0752'}, '2020-02-28': {'RSI': '38.6284'}, '2020-02-21': {'RSI': '42.5669'}, '2020-02-14': {'RSI': '36.3119'}, '2020-02-07': {'RSI': '44.2016'}, '2020-01-31': {'RSI': '42.1619'}, '2020-01-24': {'RSI': '39.2646'}, '2020-01-17': {'RSI': '42.5023'}, '2020-01-10': {'RSI': '43.1559'}, '2020-01-03': {'RSI': '43.7616'}, '2019-12-27': {'RSI': '47.3502'}, '2019-12-20': {'RSI': '42.3897'}, '2019-12-13': {'RSI': '42.3897'}, '2019-12-06': {'RSI': '42.3990'}, '2019-11-29': {'RSI': '54.0605'}, '2019-11-22': {'RSI': '44.7225'}, '2019-11-15': {'RSI': '41.2548'}, '2019-11-08': {'RSI': '43.8426'}, '2019-11-01': {'RSI': '40.4051'}, '2019-10-25': {'RSI': '43.1403'}, '2019-10-18': {'RSI': '43.1403'}, '2019-10-11': {'RSI': '42.6168'}, '2019-10-04': {'RSI': '44.4744'}, '2019-09-27': {'RSI': '45.5487'}, '2019-09-20': {'RSI': '46.2185'}, '2019-09-13': {'RSI': '50.5690'}, '2019-09-06': {'RSI': '48.5925'}, '2019-08-30': {'RSI': '54.5481'}, '2019-08-23': {'RSI': '51.5633'}, '2019-08-15': {'RSI': '45.7969'}, '2019-08-09': {'RSI': '44.1341'}, '2019-08-02': {'RSI': '46.9881'}, '2019-07-26': {'RSI': '47.7459'}, '2019-07-19': {'RSI': '47.7459'}, '2019-07-12': {'RSI': '42.4864'}, '2019-07-05': {'RSI': '46.9412'}, '2019-06-28': {'RSI': '43.8078'}, '2019-06-21': {'RSI': '45.8707'}, '2019-06-14': {'RSI': '46.7718'}, '2019-06-07': {'RSI': '51.7080'}, '2019-05-31': {'RSI': '52.2595'}, '2019-05-24': {'RSI': '45.7496'}, '2019-05-17': {'RSI': '48.5289'}, '2019-05-10': {'RSI': '53.5479'}, '2019-05-03': {'RSI': '58.0508'}, '2019-04-26': {'RSI': '50.7445'}, '2019-04-18': {'RSI': '57.9780'}, '2019-04-12': {'RSI': '75.3223'}, '2019-04-05': {'RSI': '93.2568'}, '2019-03-29': {'RSI': '83.1411'}, '2019-03-22': {'RSI': '59.9910'}, '2019-03-15': {'RSI': '46.8552'}, '2019-03-08': {'RSI': '66.5074'}, '2019-03-01': {'RSI': '65.4196'}, '2019-02-20': {'RSI': '63.2724'}, '2019-02-15': {'RSI': '66.0403'}, '2019-02-08': {'RSI': '65.6618'}, '2019-02-01': {'RSI': '69.5138'}, '2019-01-25': {'RSI': '58.7701'}, '2019-01-18': {'RSI': '48.9401'}, '2019-01-11': {'RSI': '41.7458'}, '2019-01-04': {'RSI': '67.3783'}, '2018-12-27': {'RSI': '67.3783'}, '2018-12-21': {'RSI': '66.6880'}, '2018-12-14': {'RSI': '47.7981'}, '2018-12-07': {'RSI': '46.3572'}, '2018-12-04': {'RSI': '44.9907'}, '2018-11-30': {'RSI': '42.3471'}, '2018-11-21': {'RSI': '46.3572'}, '2018-11-16': {'RSI': '46.3572'}, '2018-11-09': {'RSI': '33.6301'}, '2018-11-02': {'RSI': '58.6975'}, '2018-10-26': {'RSI': '58.6975'}, '2018-10-19': {'RSI': '58.6975'}, '2018-10-12': {'RSI': '48.6496'}, '2018-10-05': {'RSI': '47.3729'}, '2018-09-28': {'RSI': '48.4572'}, '2018-09-21': {'RSI': '48.4572'}, '2018-09-14': {'RSI': '48.4572'}, '2018-09-07': {'RSI': '45.2542'}, '2018-08-31': {'RSI': '45.2542'}, '2018-08-24': {'RSI': '55.1811'}, '2018-08-17': {'RSI': '55.1811'}, '2018-08-10': {'RSI': '64.3244'}, '2018-08-03': {'RSI': '39.9025'}, '2018-07-27': {'RSI': '44.7034'}, '2018-07-20': {'RSI': '44.7034'}, '2018-07-13': {'RSI': '60.1223'}, '2018-07-06': {'RSI': '60.1223'}, '2018-06-29': {'RSI': '60.1223'}, '2018-06-22': {'RSI': '80.3179'}, '2018-06-15': {'RSI': '80.3179'}, '2018-06-08': {'RSI': '80.3179'}, '2018-06-01': {'RSI': '73.9353'}, '2018-05-25': {'RSI': '45.0870'}, '2018-05-18': {'RSI': '45.0870'}, '2018-05-11': {'RSI': '39.0118'}, '2018-05-04': {'RSI': '55.6283'}, '2018-04-27': {'RSI': '55.6283'}, '2018-04-20': {'RSI': '32.3750'}, '2018-04-13': {'RSI': '32.3750'}, '2018-04-06': {'RSI': '32.3750'}, '2018-03-29': {'RSI': '32.3750'}, '2018-03-23': {'RSI': '32.3750'}, '2018-03-16': {'RSI': '32.3750'}, '2018-03-09': {'RSI': '51.5239'}, '2018-03-02': {'RSI': '51.5239'}, '2018-02-23': {'RSI': '51.5239'}, '2018-02-16': {'RSI': '51.5239'}, '2018-02-09': {'RSI': '51.5239'}, '2018-02-02': {'RSI': '51.5239'}, '2018-01-26': {'RSI': '74.3751'}, '2018-01-19': {'RSI': '74.3751'}, '2018-01-12': {'RSI': '92.2124'}, '2018-01-05': {'RSI': '92.2124'}, '2017-12-29': {'RSI': '92.2124'}, '2017-12-22': {'RSI': '91.5051'}, '2017-12-15': {'RSI': '15.8311'}, '2017-12-08': {'RSI': '15.8311'}, '2017-11-28': {'RSI': '15.8311'}, '2017-11-24': {'RSI': '15.8311'}, '2017-11-17': {'RSI': '15.8311'}, '2017-11-10': {'RSI': '15.8311'}, '2017-11-03': {'RSI': '15.8311'}, '2017-10-27': {'RSI': '15.8311'}, '2017-10-20': {'RSI': '15.8311'}, '2017-10-13': {'RSI': '42.4989'}, '2017-10-06': {'RSI': '42.4989'}, '2017-09-29': {'RSI': '42.4989'}, '2017-09-22': {'RSI': '42.4989'}, '2017-09-15': {'RSI': '42.4989'}, '2017-09-08': {'RSI': '42.4989'}, '2017-08-31': {'RSI': '42.4989'}, '2017-08-25': {'RSI': '42.4989'}, '2017-08-18': {'RSI': '42.4989'}, '2017-08-11': {'RSI': '42.4989'}, '2017-08-03': {'RSI': '42.4989'}, '2017-07-28': {'RSI': '42.4989'}, '2017-07-21': {'RSI': '42.4989'}, '2017-07-14': {'RSI': '42.4989'}, '2017-07-07': {'RSI': '42.4989'}, '2017-06-30': {'RSI': '42.4989'}, '2017-06-23': {'RSI': '42.4989'}, '2017-06-16': {'RSI': '42.4989'}, '2017-06-09': {'RSI': '42.4989'}, '2017-06-02': {'RSI': '42.4989'}, '2017-05-26': {'RSI': '42.4989'}, '2017-05-19': {'RSI': '78.8181'}, '2017-05-12': {'RSI': '78.8181'}, '2017-05-05': {'RSI': '31.1790'}, '2017-04-28': {'RSI': '31.1790'}, '2017-04-21': {'RSI': '31.1790'}, '2017-04-13': {'RSI': '31.1790'}, '2017-04-07': {'RSI': '31.1790'}, '2017-03-31': {'RSI': '31.1790'}, '2017-03-24': {'RSI': '9.5595'}, '2017-03-17': {'RSI': '9.5595'}, '2017-03-10': {'RSI': '9.5595'}, '2017-03-03': {'RSI': '9.5595'}, '2017-02-24': {'RSI': '9.5595'}, '2017-02-17': {'RSI': '9.5595'}, '2017-02-10': {'RSI': '9.5595'}, '2017-02-03': {'RSI': '97.0670'}, '2017-01-27': {'RSI': '97.0670'}, '2017-01-20': {'RSI': '97.0670'}, '2017-01-13': {'RSI': '97.0670'}, '2017-01-06': {'RSI': '97.0670'}, '2016-12-30': {'RSI': '97.0670'}, '2016-12-23': {'RSI': '97.0670'}, '2016-12-16': {'RSI': '97.0670'}, '2016-12-09': {'RSI': '97.0670'}, '2016-12-02': {'RSI': '97.0670'}, '2016-11-25': {'RSI': '97.0670'}, '2016-11-18': {'RSI': '97.0670'}, '2016-11-11': {'RSI': '97.0670'}, '2016-11-04': {'RSI': '97.0670'}, '2016-10-28': {'RSI': '97.0670'}, '2016-10-21': {'RSI': '97.0670'}, '2016-10-14': {'RSI': '97.0670'}, '2016-10-07': {'RSI': '97.0670'}, '2016-09-30': {'RSI': '97.0670'}, '2016-09-23': {'RSI': '97.0670'}, '2016-09-16': {'RSI': '97.0670'}, '2016-09-09': {'RSI': '97.0670'}, '2016-09-02': {'RSI': '97.0670'}, '2016-08-26': {'RSI': '45.1459'}, '2016-08-19': {'RSI': '45.1459'}, '2016-08-12': {'RSI': '45.1459'}, '2016-08-05': {'RSI': '45.1459'}, '2016-07-29': {'RSI': '45.1459'}, '2016-07-22': {'RSI': '45.1459'}, '2016-07-15': {'RSI': '45.1459'}, '2016-07-08': {'RSI': '45.1459'}, '2016-07-01': {'RSI': '45.1459'}, '2016-06-24': {'RSI': '45.1459'}, '2016-06-17': {'RSI': '45.1459'}, '2016-06-10': {'RSI': '45.1459'}, '2016-06-03': {'RSI': '45.1459'}, '2016-05-27': {'RSI': '45.1459'}, '2016-05-20': {'RSI': '45.1459'}, '2016-05-13': {'RSI': '45.1459'}, '2016-05-06': {'RSI': '45.1459'}, '2016-04-29': {'RSI': '45.1459'}, '2016-04-22': {'RSI': '45.1459'}, '2016-04-15': {'RSI': '45.1459'}, '2016-04-08': {'RSI': '45.1459'}, '2016-04-01': {'RSI': '45.1459'}, '2016-03-24': {'RSI': '45.1459'}, '2016-03-18': {'RSI': '50.8438'}, '2016-03-11': {'RSI': '50.8438'}, '2016-03-04': {'RSI': '50.8438'}, '2016-02-26': {'RSI': '50.8438'}, '2016-02-19': {'RSI': '50.8438'}, '2016-02-12': {'RSI': '50.8438'}, '2016-02-05': {'RSI': '50.8438'}, '2016-01-29': {'RSI': '50.8438'}, '2016-01-22': {'RSI': '50.8438'}, '2016-01-15': {'RSI': '50.8438'}, '2016-01-08': {'RSI': '50.8438'}, '2015-12-31': {'RSI': '50.8438'}, '2015-12-24': {'RSI': '94.7509'}, '2015-12-18': {'RSI': '86.9473'}, '2015-12-11': {'RSI': '71.9177'}, '2015-12-04': {'RSI': '71.9177'}, '2015-11-27': {'RSI': '6.5433'}, '2015-11-20': {'RSI': '6.5433'}, '2015-11-13': {'RSI': '17.6155'}, '2015-11-06': {'RSI': '17.6155'}, '2015-10-30': {'RSI': '17.6155'}, '2015-10-23': {'RSI': '17.6155'}, '2015-10-16': {'RSI': '17.6155'}, '2015-10-09': {'RSI': '17.6155'}, '2015-10-02': {'RSI': '17.6155'}, '2015-09-25': {'RSI': '17.6155'}, '2015-09-18': {'RSI': '17.6155'}, '2015-09-11': {'RSI': '17.6155'}, '2015-09-04': {'RSI': '17.6155'}, '2015-08-28': {'RSI': '17.6155'}, '2015-08-21': {'RSI': '17.6155'}, '2015-08-14': {'RSI': '17.6155'}, '2015-08-07': {'RSI': '17.6155'}, '2015-07-31': {'RSI': '17.6155'}, '2015-07-24': {'RSI': '17.6155'}, '2015-07-17': {'RSI': '17.6155'}, '2015-07-10': {'RSI': '17.6155'}, '2015-07-02': {'RSI': '17.6155'}, '2015-06-26': {'RSI': '17.6155'}, '2015-06-19': {'RSI': '17.6155'}, '2015-06-12': {'RSI': '17.6155'}, '2015-06-05': {'RSI': '17.6155'}, '2015-05-29': {'RSI': '17.6155'}, '2015-05-22': {'RSI': '17.6155'}, '2015-05-15': {'RSI': '17.6155'}, '2015-05-08': {'RSI': '29.0487'}, '2015-05-01': {'RSI': '29.0487'}, '2015-04-24': {'RSI': '29.0487'}, '2015-04-17': {'RSI': '29.0487'}, '2015-04-10': {'RSI': '29.0487'}, '2015-04-02': {'RSI': '29.0487'}, '2015-03-27': {'RSI': '29.0487'}, '2015-03-20': {'RSI': '29.0487'}, '2015-03-13': {'RSI': '29.0487'}, '2015-03-06': {'RSI': '29.0487'}, '2015-02-27': {'RSI': '29.0487'}, '2015-02-20': {'RSI': '29.0487'}, '2015-02-13': {'RSI': '29.0487'}, '2015-02-06': {'RSI': '29.0487'}, '2015-01-30': {'RSI': '31.3782'}, '2015-01-23': {'RSI': '31.3782'}, '2015-01-16': {'RSI': '31.3782'}, '2015-01-09': {'RSI': '31.3782'}, '2015-01-02': {'RSI': '31.3782'}, '2014-12-26': {'RSI': '41.1123'}, '2014-12-19': {'RSI': '46.2809'}, '2014-12-12': {'RSI': '39.4273'}, '2014-12-05': {'RSI': '39.4273'}, '2014-11-28': {'RSI': '39.4273'}, '2014-11-21': {'RSI': '39.4273'}, '2014-11-14': {'RSI': '39.4273'}, '2014-11-07': {'RSI': '39.4273'}, '2014-10-31': {'RSI': '39.4273'}, '2014-10-24': {'RSI': '43.3999'}, '2014-10-17': {'RSI': '47.7278'}, '2014-10-10': {'RSI': '47.7278'}, '2014-10-03': {'RSI': '47.7278'}, '2014-09-26': {'RSI': '47.7278'}, '2014-09-19': {'RSI': '56.3271'}, '2014-09-12': {'RSI': '56.3271'}, '2014-09-05': {'RSI': '90.1630'}, '2014-08-29': {'RSI': '68.1847'}, '2014-08-22': {'RSI': '18.0043'}, '2014-08-15': {'RSI': '18.0043'}, '2014-08-08': {'RSI': '18.0043'}, '2014-08-01': {'RSI': '18.0043'}, '2014-07-25': {'RSI': '18.0043'}, '2014-07-18': {'RSI': '18.0043'}, '2014-07-11': {'RSI': '18.0043'}, '2014-07-03': {'RSI': '18.0043'}, '2014-06-27': {'RSI': '18.0043'}, '2014-06-20': {'RSI': '24.3921'}, '2014-06-13': {'RSI': '27.2976'}, '2014-06-06': {'RSI': '27.2976'}, '2014-05-30': {'RSI': '27.2976'}, '2014-05-23': {'RSI': '27.2976'}, '2014-05-16': {'RSI': '27.2976'}, '2014-05-09': {'RSI': '92.0281'}, '2014-05-02': {'RSI': '92.0281'}, '2014-04-25': {'RSI': '92.0281'}, '2014-04-17': {'RSI': '92.0281'}, '2014-04-11': {'RSI': '92.0281'}, '2014-04-04': {'RSI': '92.0281'}, '2014-03-28': {'RSI': '92.0281'}, '2014-03-21': {'RSI': '92.0281'}, '2014-03-14': {'RSI': '92.0281'}, '2014-03-07': {'RSI': '92.0281'}, '2014-02-28': {'RSI': '92.0281'}, '2014-02-21': {'RSI': '92.0281'}, '2014-02-14': {'RSI': '92.0281'}, '2014-02-07': {'RSI': '86.2095'}, '2014-01-31': {'RSI': '44.6768'}, '2014-01-24': {'RSI': '44.6768'}, '2014-01-17': {'RSI': '44.6768'}, '2014-01-10': {'RSI': '44.6768'}, '2014-01-03': {'RSI': '44.6768'}, '2013-12-27': {'RSI': '57.4472'}, '2013-12-20': {'RSI': '57.4472'}, '2013-12-13': {'RSI': '57.4472'}, '2013-12-06': {'RSI': '57.4472'}, '2013-11-29': {'RSI': '47.6248'}, '2013-11-22': {'RSI': '47.6248'}, '2013-11-15': {'RSI': '58.5769'}, '2013-11-08': {'RSI': '58.5769'}, '2013-11-01': {'RSI': '49.0947'}, '2013-10-25': {'RSI': '49.0947'}, '2013-10-18': {'RSI': '49.0947'}, '2013-10-11': {'RSI': '49.0947'}, '2013-10-04': {'RSI': '49.0947'}, '2013-09-27': {'RSI': '49.0947'}, '2013-09-20': {'RSI': '49.0947'}, '2013-09-13': {'RSI': '49.0947'}, '2013-09-06': {'RSI': '49.0947'}, '2013-08-30': {'RSI': '49.0947'}, '2013-08-23': {'RSI': '49.0947'}, '2013-08-16': {'RSI': '20.5625'}, '2013-08-09': {'RSI': '20.5625'}, '2013-08-02': {'RSI': '20.5625'}, '2013-07-26': {'RSI': '20.5625'}, '2013-07-19': {'RSI': '20.5625'}, '2013-07-12': {'RSI': '20.5625'}, '2013-07-05': {'RSI': '20.5625'}, '2013-06-28': {'RSI': '20.5625'}, '2013-06-21': {'RSI': '20.5625'}, '2013-06-14': {'RSI': '20.5625'}, '2013-06-07': {'RSI': '20.5625'}, '2013-05-31': {'RSI': '9.4087'}, '2013-05-24': {'RSI': '9.4087'}, '2013-05-17': {'RSI': '39.8048'}, '2013-05-10': {'RSI': '39.8048'}, '2013-05-03': {'RSI': '39.8048'}, '2013-04-26': {'RSI': '39.8048'}, '2013-04-19': {'RSI': '39.8048'}, '2013-04-12': {'RSI': '39.8048'}, '2013-04-05': {'RSI': '39.8048'}, '2013-03-28': {'RSI': '39.8048'}, '2013-03-22': {'RSI': '39.8048'}, '2013-03-15': {'RSI': '39.8048'}, '2013-03-08': {'RSI': '39.8048'}, '2013-03-01': {'RSI': '39.8048'}, '2013-02-22': {'RSI': '39.8048'}, '2013-02-15': {'RSI': '39.8048'}, '2013-02-08': {'RSI': '39.8048'}, '2013-02-01': {'RSI': '39.8048'}, '2013-01-25': {'RSI': '39.8048'}, '2013-01-18': {'RSI': '39.8048'}, '2013-01-11': {'RSI': '39.8048'}, '2013-01-04': {'RSI': '39.8048'}, '2012-12-28': {'RSI': '39.8048'}, '2012-12-21': {'RSI': '15.7164'}, '2012-12-14': {'RSI': '14.0878'}, '2012-12-07': {'RSI': '64.7818'}, '2012-11-30': {'RSI': '64.7818'}, '2012-11-23': {'RSI': '64.7818'}, '2012-11-16': {'RSI': '64.7818'}, '2012-11-09': {'RSI': '64.7818'}, '2012-11-02': {'RSI': '64.7818'}, '2012-10-26': {'RSI': '64.7818'}, '2012-10-19': {'RSI': '64.7818'}, '2012-10-12': {'RSI': '64.7818'}, '2012-10-05': {'RSI': '64.7818'}, '2012-09-28': {'RSI': '66.6398'}, '2012-09-21': {'RSI': '66.6398'}, '2012-09-14': {'RSI': '66.6398'}, '2012-09-07': {'RSI': '66.6398'}, '2012-08-31': {'RSI': '66.6398'}, '2012-08-24': {'RSI': '66.6398'}, '2012-08-17': {'RSI': '66.6398'}, '2012-08-10': {'RSI': '66.6398'}, '2012-08-03': {'RSI': '66.6398'}, '2012-07-27': {'RSI': '31.7583'}, '2012-07-20': {'RSI': '31.7583'}, '2012-07-13': {'RSI': '31.7583'}, '2012-07-06': {'RSI': '31.7583'}, '2012-06-29': {'RSI': '31.7583'}, '2012-06-22': {'RSI': '31.7583'}, '2012-06-15': {'RSI': '31.7583'}, '2012-06-08': {'RSI': '43.6120'}, '2012-06-01': {'RSI': '22.8895'}, '2012-05-25': {'RSI': '27.4249'}, '2012-05-18': {'RSI': '0.9226'}, '2012-05-11': {'RSI': '65.7132'}, '2012-05-04': {'RSI': '65.7132'}, '2012-04-27': {'RSI': '65.7132'}, '2012-04-20': {'RSI': '65.7132'}, '2012-04-13': {'RSI': '65.7132'}, '2012-04-05': {'RSI': '65.7132'}, '2012-03-30': {'RSI': '65.7132'}, '2012-03-23': {'RSI': '65.7132'}, '2012-03-16': {'RSI': '65.7132'}, '2012-03-09': {'RSI': '65.7132'}, '2012-03-02': {'RSI': '65.7132'}, '2012-02-24': {'RSI': '65.7132'}, '2012-02-17': {'RSI': '65.7132'}, '2012-02-10': {'RSI': '65.7132'}, '2012-02-03': {'RSI': '65.7132'}, '2012-01-27': {'RSI': '65.7132'}, '2012-01-20': {'RSI': '65.7132'}, '2012-01-13': {'RSI': '65.7132'}, '2012-01-06': {'RSI': '65.7132'}, '2011-12-30': {'RSI': '65.7132'}, '2011-12-23': {'RSI': '65.7132'}, '2011-12-16': {'RSI': '65.7132'}, '2011-12-09': {'RSI': '65.7132'}, '2011-12-02': {'RSI': '65.7132'}, '2011-11-25': {'RSI': '65.7132'}, '2011-11-18': {'RSI': '65.7132'}, '2011-11-11': {'RSI': '65.7132'}, '2011-11-04': {'RSI': '65.7132'}, '2011-10-28': {'RSI': '65.7132'}, '2011-10-21': {'RSI': '65.7132'}, '2011-10-14': {'RSI': '65.7132'}, '2011-10-07': {'RSI': '65.7132'}, '2011-09-30': {'RSI': '65.7132'}, '2011-09-23': {'RSI': '65.7132'}, '2011-09-16': {'RSI': '65.7132'}, '2011-09-09': {'RSI': '65.7132'}, '2011-09-02': {'RSI': '65.7132'}, '2011-08-26': {'RSI': '65.7132'}, '2011-08-19': {'RSI': '65.7132'}, '2011-08-12': {'RSI': '65.7132'}, '2011-08-05': {'RSI': '65.7132'}, '2011-07-29': {'RSI': '65.7132'}, '2011-07-22': {'RSI': '65.7132'}, '2011-07-15': {'RSI': '65.7132'}, '2011-07-08': {'RSI': '65.7132'}, '2011-07-01': {'RSI': '65.7132'}, '2011-06-24': {'RSI': '23.5306'}, '2011-06-17': {'RSI': '23.5306'}, '2011-06-10': {'RSI': '23.5306'}, '2011-06-03': {'RSI': '23.5306'}, '2011-05-27': {'RSI': '23.5306'}, '2011-05-20': {'RSI': '86.0262'}, '2011-05-13': {'RSI': '86.0262'}, '2011-05-06': {'RSI': '86.0262'}, '2011-04-29': {'RSI': '86.0262'}, '2011-04-21': {'RSI': '86.0262'}, '2011-04-15': {'RSI': '86.0262'}, '2011-04-08': {'RSI': '86.0262'}, '2011-04-01': {'RSI': '86.0262'}, '2011-03-25': {'RSI': '61.6989'}, '2011-03-18': {'RSI': '61.6989'}, '2011-03-11': {'RSI': '61.6989'}, '2011-03-04': {'RSI': '61.6989'}, '2011-02-25': {'RSI': '29.4782'}, '2011-02-18': {'RSI': '29.4782'}, '2011-02-11': {'RSI': '29.4782'}, '2011-02-04': {'RSI': '29.4782'}, '2011-01-28': {'RSI': '29.4782'}, '2011-01-21': {'RSI': '29.4782'}, '2011-01-14': {'RSI': '29.4782'}, '2011-01-07': {'RSI': '29.4782'}, '2010-12-31': {'RSI': '46.2134'}, '2010-12-23': {'RSI': '46.2134'}, '2010-12-17': {'RSI': '46.2134'}, '2010-12-10': {'RSI': '32.1791'}, '2010-12-03': {'RSI': '32.1791'}, '2010-11-26': {'RSI': '32.1791'}, '2010-11-19': {'RSI': '32.1791'}, '2010-11-12': {'RSI': '32.1791'}, '2010-11-05': {'RSI': '32.1791'}, '2010-10-29': {'RSI': '37.3596'}, '2010-10-22': {'RSI': '43.6899'}, '2010-10-15': {'RSI': '43.6899'}, '2010-10-08': {'RSI': '50.6402'}, '2010-10-01': {'RSI': '50.6402'}, '2010-09-24': {'RSI': '50.6402'}, '2010-09-17': {'RSI': '50.6402'}, '2010-09-10': {'RSI': '50.6402'}, '2010-09-03': {'RSI': '50.6402'}, '2010-08-27': {'RSI': '50.6402'}, '2010-08-20': {'RSI': '46.5752'}, '2010-08-13': {'RSI': '50.3037'}, '2010-08-06': {'RSI': '50.3037'}, '2010-07-30': {'RSI': '53.7917'}, '2010-07-23': {'RSI': '54.4716'}, '2010-07-16': {'RSI': '53.9477'}, '2010-07-09': {'RSI': '60.1795'}, '2010-07-02': {'RSI': '60.1795'}, '2010-06-25': {'RSI': '43.9104'}, '2010-06-18': {'RSI': '43.9104'}, '2010-06-11': {'RSI': '43.9104'}, '2010-06-04': {'RSI': '55.6793'}, '2010-05-28': {'RSI': '58.2333'}, '2010-05-21': {'RSI': '38.5836'}, '2010-05-14': {'RSI': '42.0278'}, '2010-05-07': {'RSI': '39.6016'}, '2010-04-30': {'RSI': '28.8874'}, '2010-04-23': {'RSI': '32.3282'}, '2010-04-16': {'RSI': '33.2185'}, '2010-04-09': {'RSI': '35.4128'}, '2010-04-01': {'RSI': '34.6356'}, '2010-03-26': {'RSI': '31.6759'}, '2010-03-19': {'RSI': '31.6759'}, '2010-03-12': {'RSI': '32.5719'}, '2010-03-05': {'RSI': '30.2027'}, '2010-02-26': {'RSI': '30.2027'}, '2010-02-19': {'RSI': '30.2027'}, '2010-02-12': {'RSI': '30.2027'}, '2010-02-05': {'RSI': '30.3778'}, '2010-01-29': {'RSI': '31.1914'}, '2010-01-22': {'RSI': '36.6720'}, '2010-01-15': {'RSI': '36.6720'}, '2010-01-08': {'RSI': '32.9796'}, '2009-12-31': {'RSI': '22.0755'}, '2009-12-24': {'RSI': '23.4717'}, '2009-12-18': {'RSI': '23.4717'}, '2009-12-11': {'RSI': '23.4717'}, '2009-12-04': {'RSI': '23.4717'}, '2009-11-27': {'RSI': '24.7351'}, '2009-11-20': {'RSI': '27.1158'}, '2009-11-13': {'RSI': '27.8649'}, '2009-11-06': {'RSI': '22.7425'}, '2009-10-30': {'RSI': '22.7425'}, '2009-10-23': {'RSI': '23.0184'}, '2009-10-16': {'RSI': '33.6799'}, '2009-10-09': {'RSI': '33.6799'}, '2009-10-02': {'RSI': '33.6799'}, '2009-09-25': {'RSI': '33.6799'}, '2009-09-18': {'RSI': '33.6799'}, '2009-09-11': {'RSI': '33.6799'}, '2009-09-04': {'RSI': '33.6799'}, '2009-08-28': {'RSI': '33.6799'}, '2009-08-21': {'RSI': '33.6799'}, '2009-08-14': {'RSI': '33.6799'}, '2009-08-07': {'RSI': '24.9913'}, '2009-07-31': {'RSI': '24.9913'}, '2009-07-24': {'RSI': '24.9913'}, '2009-07-17': {'RSI': '24.9913'}, '2009-07-10': {'RSI': '24.9913'}, '2009-07-02': {'RSI': '98.7081'}, '2009-06-26': {'RSI': '98.7081'}, '2009-06-19': {'RSI': '98.7081'}, '2009-06-12': {'RSI': '98.7081'}, '2009-06-05': {'RSI': '98.7081'}, '2009-05-29': {'RSI': '98.7081'}, '2009-05-22': {'RSI': '98.7081'}, '2009-05-15': {'RSI': '98.7081'}, '2009-05-08': {'RSI': '98.7081'}, '2009-05-01': {'RSI': '98.7081'}, '2009-04-24': {'RSI': '98.7081'}, '2009-04-17': {'RSI': '92.4114'}, '2009-04-09': {'RSI': '26.4395'}, '2009-04-03': {'RSI': '26.4395'}, '2009-03-27': {'RSI': '26.4395'}, '2009-03-20': {'RSI': '26.4395'}, '2009-03-13': {'RSI': '26.4395'}, '2009-03-06': {'RSI': '26.4395'}, '2009-02-27': {'RSI': '26.4395'}, '2009-02-20': {'RSI': '26.4395'}, '2009-02-13': {'RSI': '91.7540'}, '2009-02-06': {'RSI': '91.7540'}, '2009-01-30': {'RSI': '91.7540'}, '2009-01-23': {'RSI': '91.7540'}, '2009-01-16': {'RSI': '91.7540'}, '2009-01-09': {'RSI': '33.9123'}, '2009-01-02': {'RSI': '33.9123'}, '2008-12-26': {'RSI': '33.9123'}, '2008-12-19': {'RSI': '33.9123'}, '2008-12-12': {'RSI': '33.9123'}, '2008-12-05': {'RSI': '33.9123'}, '2008-11-28': {'RSI': '33.9123'}, '2008-11-21': {'RSI': '33.9123'}, '2008-11-14': {'RSI': '33.9123'}, '2008-11-07': {'RSI': '33.9123'}, '2008-10-31': {'RSI': '33.9123'}, '2008-10-24': {'RSI': '33.9123'}, '2008-10-17': {'RSI': '33.9123'}, '2008-10-10': {'RSI': '33.9123'}, '2008-10-03': {'RSI': '33.9123'}, '2008-09-26': {'RSI': '33.9123'}, '2008-09-19': {'RSI': '33.9123'}, '2008-09-12': {'RSI': '33.9123'}, '2008-09-05': {'RSI': '33.9123'}, '2008-08-29': {'RSI': '33.9123'}, '2008-08-22': {'RSI': '33.9123'}, '2008-08-15': {'RSI': '33.9123'}, '2008-08-08': {'RSI': '33.9123'}, '2008-08-01': {'RSI': '33.9123'}, '2008-07-25': {'RSI': '33.9123'}, '2008-07-18': {'RSI': '33.9123'}, '2008-07-11': {'RSI': '33.9123'}, '2008-07-03': {'RSI': '33.9123'}, '2008-06-27': {'RSI': '33.9123'}, '2008-06-20': {'RSI': '33.9123'}, '2008-06-13': {'RSI': '33.9123'}, '2008-06-06': {'RSI': '33.9123'}, '2008-05-30': {'RSI': '33.9123'}, '2008-05-23': {'RSI': '33.9123'}, '2008-05-16': {'RSI': '33.9123'}, '2008-05-09': {'RSI': '33.9123'}, '2008-05-02': {'RSI': '33.9123'}, '2008-04-25': {'RSI': '46.5127'}, '2008-04-18': {'RSI': '46.5127'}, '2008-04-11': {'RSI': '46.5127'}, '2008-04-04': {'RSI': '46.5127'}, '2008-03-28': {'RSI': '29.2703'}, '2008-03-20': {'RSI': '29.2703'}, '2008-03-14': {'RSI': '41.4450'}, '2008-03-07': {'RSI': '41.4450'}, '2008-02-29': {'RSI': '41.4450'}, '2008-02-22': {'RSI': '15.9635'}, '2008-02-15': {'RSI': '19.5337'}, '2008-02-08': {'RSI': '19.5337'}, '2008-02-01': {'RSI': '19.5337'}, '2008-01-25': {'RSI': '19.5337'}, '2008-01-18': {'RSI': '19.5337'}, '2008-01-11': {'RSI': '20.0378'}, '2008-01-04': {'RSI': '20.0378'}, '2007-12-28': {'RSI': '26.1979'}, '2007-12-21': {'RSI': '26.1979'}, '2007-12-14': {'RSI': '26.1979'}, '2007-12-07': {'RSI': '28.3130'}, '2007-11-30': {'RSI': '29.7543'}, '2007-11-23': {'RSI': '48.7330'}, '2007-11-16': {'RSI': '48.7330'}, '2007-11-09': {'RSI': '48.7330'}, '2007-11-02': {'RSI': '53.0893'}, '2007-10-26': {'RSI': '53.0893'}, '2007-10-19': {'RSI': '53.0893'}, '2007-10-12': {'RSI': '49.8192'}, '2007-10-05': {'RSI': '49.8192'}, '2007-09-28': {'RSI': '49.8192'}, '2007-09-21': {'RSI': '49.8192'}, '2007-09-14': {'RSI': '49.8192'}, '2007-09-07': {'RSI': '56.8380'}, '2007-08-31': {'RSI': '57.6502'}, '2007-08-24': {'RSI': '45.8002'}, '2007-08-17': {'RSI': '62.4530'}, '2007-08-10': {'RSI': '56.0628'}, '2007-08-03': {'RSI': '66.2034'}, '2007-07-27': {'RSI': '64.0061'}, '2007-07-20': {'RSI': '64.0061'}, '2007-07-13': {'RSI': '64.0061'}, '2007-07-06': {'RSI': '64.0061'}, '2007-06-29': {'RSI': '54.2479'}, '2007-06-22': {'RSI': '71.7561'}, '2007-06-15': {'RSI': '68.0431'}, '2007-06-08': {'RSI': '77.1739'}, '2007-06-01': {'RSI': '77.1739'}}}\n",
      "{'Meta Data': {'1: Symbol': 'CEVA', '2: Indicator': 'Relative Strength Index (RSI)', '3: Last Refreshed': '2021-06-14', '4: Interval': 'weekly', '5: Time Period': 10, '6: Series Type': 'close', '7: Time Zone': 'US/Eastern Time'}, 'Technical Analysis: RSI': {'2021-06-14': {'RSI': '41.4298'}, '2021-06-11': {'RSI': '40.4072'}, '2021-06-04': {'RSI': '38.1872'}, '2021-05-28': {'RSI': '39.1362'}, '2021-05-21': {'RSI': '35.5787'}, '2021-05-14': {'RSI': '35.3576'}, '2021-05-07': {'RSI': '45.5499'}, '2021-04-30': {'RSI': '50.0732'}, '2021-04-23': {'RSI': '53.4212'}, '2021-04-16': {'RSI': '54.2587'}, '2021-04-09': {'RSI': '53.5815'}, '2021-04-01': {'RSI': '55.0485'}, '2021-03-26': {'RSI': '48.7322'}, '2021-03-19': {'RSI': '53.0788'}, '2021-03-12': {'RSI': '56.3543'}, '2021-03-05': {'RSI': '49.4085'}, '2021-02-26': {'RSI': '59.9061'}, '2021-02-19': {'RSI': '74.8470'}, '2021-02-12': {'RSI': '74.6008'}, '2021-02-05': {'RSI': '68.0371'}, '2021-01-29': {'RSI': '66.3224'}, '2021-01-22': {'RSI': '87.1226'}, '2021-01-15': {'RSI': '77.7335'}, '2021-01-08': {'RSI': '74.2640'}, '2020-12-31': {'RSI': '65.6295'}, '2020-12-24': {'RSI': '57.8986'}, '2020-12-18': {'RSI': '50.8879'}, '2020-12-11': {'RSI': '47.9989'}, '2020-12-04': {'RSI': '52.8461'}, '2020-11-27': {'RSI': '49.9780'}, '2020-11-20': {'RSI': '46.4876'}, '2020-11-13': {'RSI': '53.3360'}, '2020-11-06': {'RSI': '57.9312'}, '2020-10-30': {'RSI': '53.1592'}, '2020-10-23': {'RSI': '64.5884'}, '2020-10-16': {'RSI': '64.5444'}, '2020-10-09': {'RSI': '69.9806'}, '2020-10-02': {'RSI': '56.2326'}, '2020-09-25': {'RSI': '51.4756'}, '2020-09-18': {'RSI': '48.4578'}, '2020-09-11': {'RSI': '49.5399'}, '2020-09-04': {'RSI': '57.2319'}, '2020-08-28': {'RSI': '75.6604'}, '2020-08-21': {'RSI': '73.7428'}, '2020-08-14': {'RSI': '77.5449'}, '2020-08-07': {'RSI': '76.2746'}, '2020-07-31': {'RSI': '72.9510'}, '2020-07-24': {'RSI': '69.0240'}, '2020-07-17': {'RSI': '68.9348'}, '2020-07-10': {'RSI': '66.9654'}, '2020-07-02': {'RSI': '65.9954'}, '2020-06-26': {'RSI': '62.2906'}, '2020-06-19': {'RSI': '61.1316'}, '2020-06-12': {'RSI': '56.8637'}, '2020-06-05': {'RSI': '66.6767'}, '2020-05-29': {'RSI': '64.3372'}, '2020-05-22': {'RSI': '65.2177'}, '2020-05-15': {'RSI': '59.1847'}, '2020-05-08': {'RSI': '65.7160'}, '2020-05-01': {'RSI': '57.6302'}, '2020-04-24': {'RSI': '55.5477'}, '2020-04-17': {'RSI': '56.3478'}, '2020-04-09': {'RSI': '51.3241'}, '2020-04-03': {'RSI': '47.0592'}, '2020-03-27': {'RSI': '31.3150'}, '2020-03-20': {'RSI': '32.9745'}, '2020-03-13': {'RSI': '37.8344'}, '2020-03-06': {'RSI': '52.0510'}, '2020-02-28': {'RSI': '49.3482'}, '2020-02-21': {'RSI': '72.4522'}, '2020-02-14': {'RSI': '60.9179'}, '2020-02-07': {'RSI': '56.6270'}, '2020-01-31': {'RSI': '47.1148'}, '2020-01-24': {'RSI': '63.0051'}, '2020-01-17': {'RSI': '62.2297'}, '2020-01-10': {'RSI': '49.7788'}, '2020-01-03': {'RSI': '48.2776'}, '2019-12-27': {'RSI': '46.9292'}, '2019-12-20': {'RSI': '44.9539'}, '2019-12-13': {'RSI': '45.7197'}, '2019-12-06': {'RSI': '42.1008'}, '2019-11-29': {'RSI': '38.5530'}, '2019-11-22': {'RSI': '37.4023'}, '2019-11-15': {'RSI': '44.6117'}, '2019-11-08': {'RSI': '40.9342'}, '2019-11-01': {'RSI': '48.1377'}, '2019-10-25': {'RSI': '45.3615'}, '2019-10-18': {'RSI': '44.8527'}, '2019-10-11': {'RSI': '50.8145'}, '2019-10-04': {'RSI': '52.6645'}, '2019-09-27': {'RSI': '54.3491'}, '2019-09-20': {'RSI': '64.4789'}, '2019-09-13': {'RSI': '72.2878'}, '2019-09-06': {'RSI': '67.6427'}, '2019-08-30': {'RSI': '68.9918'}, '2019-08-23': {'RSI': '68.5073'}, '2019-08-16': {'RSI': '72.0542'}, '2019-08-09': {'RSI': '68.6971'}, '2019-08-02': {'RSI': '56.4570'}, '2019-07-26': {'RSI': '65.6492'}, '2019-07-19': {'RSI': '53.1562'}, '2019-07-12': {'RSI': '52.4724'}, '2019-07-05': {'RSI': '49.4860'}, '2019-06-28': {'RSI': '47.2774'}, '2019-06-21': {'RSI': '43.4977'}, '2019-06-14': {'RSI': '45.4378'}, '2019-06-07': {'RSI': '43.3140'}, '2019-05-31': {'RSI': '38.8786'}, '2019-05-24': {'RSI': '35.3739'}, '2019-05-17': {'RSI': '36.1821'}, '2019-05-10': {'RSI': '41.3413'}, '2019-05-03': {'RSI': '44.9107'}, '2019-04-26': {'RSI': '42.0172'}, '2019-04-18': {'RSI': '36.4370'}, '2019-04-12': {'RSI': '57.3914'}, '2019-04-05': {'RSI': '53.4811'}, '2019-03-29': {'RSI': '49.0868'}, '2019-03-22': {'RSI': '45.8705'}, '2019-03-15': {'RSI': '56.8625'}, '2019-03-08': {'RSI': '52.5567'}, '2019-03-01': {'RSI': '56.3682'}, '2019-02-22': {'RSI': '61.7202'}, '2019-02-15': {'RSI': '60.6722'}, '2019-02-08': {'RSI': '63.1398'}, '2019-02-01': {'RSI': '59.8490'}, '2019-01-25': {'RSI': '58.4889'}, '2019-01-18': {'RSI': '54.5281'}, '2019-01-11': {'RSI': '43.0827'}, '2019-01-04': {'RSI': '34.8349'}, '2018-12-28': {'RSI': '33.5093'}, '2018-12-21': {'RSI': '26.0018'}, '2018-12-14': {'RSI': '29.9359'}, '2018-12-07': {'RSI': '33.3116'}, '2018-11-30': {'RSI': '40.3500'}, '2018-11-23': {'RSI': '40.0911'}, '2018-11-16': {'RSI': '44.7013'}, '2018-11-09': {'RSI': '42.1143'}, '2018-11-02': {'RSI': '40.8919'}, '2018-10-26': {'RSI': '27.2038'}, '2018-10-19': {'RSI': '32.6886'}, '2018-10-12': {'RSI': '26.2034'}, '2018-10-05': {'RSI': '28.9201'}, '2018-09-28': {'RSI': '37.1966'}, '2018-09-21': {'RSI': '38.4386'}, '2018-09-14': {'RSI': '35.0949'}, '2018-09-07': {'RSI': '41.9266'}, '2018-08-31': {'RSI': '42.2971'}, '2018-08-24': {'RSI': '40.1552'}, '2018-08-17': {'RSI': '32.9360'}, '2018-08-10': {'RSI': '35.3159'}, '2018-08-03': {'RSI': '40.9358'}, '2018-07-27': {'RSI': '37.8928'}, '2018-07-20': {'RSI': '42.9480'}, '2018-07-13': {'RSI': '38.9497'}, '2018-07-06': {'RSI': '38.9497'}, '2018-06-29': {'RSI': '33.0368'}, '2018-06-22': {'RSI': '35.4658'}, '2018-06-15': {'RSI': '44.5850'}, '2018-06-08': {'RSI': '42.0199'}, '2018-06-01': {'RSI': '41.6459'}, '2018-05-25': {'RSI': '42.5096'}, '2018-05-18': {'RSI': '40.7723'}, '2018-05-11': {'RSI': '30.6566'}, '2018-05-04': {'RSI': '37.3755'}, '2018-04-27': {'RSI': '31.5010'}, '2018-04-20': {'RSI': '36.0686'}, '2018-04-13': {'RSI': '39.3805'}, '2018-04-06': {'RSI': '34.7306'}, '2018-03-29': {'RSI': '36.7609'}, '2018-03-23': {'RSI': '36.2578'}, '2018-03-16': {'RSI': '42.0823'}, '2018-03-09': {'RSI': '46.6139'}, '2018-03-02': {'RSI': '35.1768'}, '2018-02-23': {'RSI': '34.2845'}, '2018-02-16': {'RSI': '28.4328'}, '2018-02-09': {'RSI': '29.8462'}, '2018-02-02': {'RSI': '38.3332'}, '2018-01-26': {'RSI': '44.1934'}, '2018-01-19': {'RSI': '59.6130'}, '2018-01-12': {'RSI': '53.2034'}, '2018-01-05': {'RSI': '59.8786'}, '2017-12-29': {'RSI': '53.8536'}, '2017-12-22': {'RSI': '52.4645'}, '2017-12-15': {'RSI': '52.8222'}, '2017-12-08': {'RSI': '50.5459'}, '2017-12-01': {'RSI': '56.6097'}, '2017-11-24': {'RSI': '69.3609'}, '2017-11-17': {'RSI': '63.3456'}, '2017-11-10': {'RSI': '58.9351'}, '2017-11-03': {'RSI': '56.1796'}, '2017-10-27': {'RSI': '61.9126'}, '2017-10-20': {'RSI': '59.2552'}, '2017-10-13': {'RSI': '68.7227'}, '2017-10-06': {'RSI': '53.0078'}, '2017-09-29': {'RSI': '53.7368'}, '2017-09-22': {'RSI': '50.6849'}, '2017-09-15': {'RSI': '57.5143'}, '2017-09-08': {'RSI': '38.6742'}, '2017-09-01': {'RSI': '42.4652'}, '2017-08-25': {'RSI': '44.7895'}, '2017-08-18': {'RSI': '42.5245'}, '2017-08-11': {'RSI': '43.7356'}, '2017-08-04': {'RSI': '52.2119'}, '2017-07-28': {'RSI': '74.9043'}, '2017-07-21': {'RSI': '74.9043'}, '2017-07-14': {'RSI': '76.9567'}, '2017-07-07': {'RSI': '74.8478'}, '2017-06-30': {'RSI': '74.4768'}, '2017-06-23': {'RSI': '84.5822'}, '2017-06-16': {'RSI': '82.4375'}, '2017-06-09': {'RSI': '82.0207'}, '2017-06-02': {'RSI': '79.3777'}, '2017-05-26': {'RSI': '77.7062'}, '2017-05-19': {'RSI': '77.5133'}, '2017-05-12': {'RSI': '77.3367'}, '2017-05-05': {'RSI': '73.9284'}, '2017-04-28': {'RSI': '59.8173'}, '2017-04-21': {'RSI': '57.4419'}, '2017-04-13': {'RSI': '47.2330'}, '2017-04-07': {'RSI': '54.9432'}, '2017-03-31': {'RSI': '60.0313'}, '2017-03-24': {'RSI': '55.3137'}, '2017-03-17': {'RSI': '61.5032'}, '2017-03-10': {'RSI': '53.4251'}, '2017-03-03': {'RSI': '50.7233'}, '2017-02-24': {'RSI': '58.9273'}, '2017-02-17': {'RSI': '60.3925'}, '2017-02-10': {'RSI': '62.1305'}, '2017-02-03': {'RSI': '62.7809'}, '2017-01-27': {'RSI': '64.9216'}, '2017-01-20': {'RSI': '60.0129'}, '2017-01-13': {'RSI': '61.9639'}, '2017-01-06': {'RSI': '53.6298'}, '2016-12-30': {'RSI': '60.2626'}, '2016-12-23': {'RSI': '61.9875'}, '2016-12-16': {'RSI': '62.7964'}, '2016-12-09': {'RSI': '54.1882'}, '2016-12-02': {'RSI': '45.9866'}, '2016-11-25': {'RSI': '56.6859'}, '2016-11-18': {'RSI': '55.0800'}, '2016-11-11': {'RSI': '48.7250'}, '2016-11-04': {'RSI': '47.7006'}, '2016-10-28': {'RSI': '46.4980'}, '2016-10-21': {'RSI': '50.6944'}, '2016-10-14': {'RSI': '51.7881'}, '2016-10-07': {'RSI': '72.1572'}, '2016-09-30': {'RSI': '73.7456'}, '2016-09-23': {'RSI': '78.6217'}, '2016-09-16': {'RSI': '67.8252'}, '2016-09-09': {'RSI': '61.5902'}, '2016-09-02': {'RSI': '75.9285'}, '2016-08-26': {'RSI': '75.9285'}, '2016-08-19': {'RSI': '73.3343'}, '2016-08-12': {'RSI': '73.3023'}, '2016-08-05': {'RSI': '79.4768'}, '2016-07-29': {'RSI': '75.0343'}, '2016-07-22': {'RSI': '72.4981'}, '2016-07-15': {'RSI': '67.0353'}, '2016-07-08': {'RSI': '63.4781'}, '2016-07-01': {'RSI': '62.9775'}, '2016-06-24': {'RSI': '59.2780'}, '2016-06-17': {'RSI': '63.6602'}, '2016-06-10': {'RSI': '72.8902'}, '2016-06-03': {'RSI': '70.7907'}, '2016-05-27': {'RSI': '72.7407'}, '2016-05-20': {'RSI': '68.7064'}, '2016-05-13': {'RSI': '67.0522'}, '2016-05-06': {'RSI': '69.7614'}, '2016-04-29': {'RSI': '58.1600'}, '2016-04-22': {'RSI': '57.8738'}, '2016-04-15': {'RSI': '53.8495'}, '2016-04-08': {'RSI': '56.7180'}, '2016-04-01': {'RSI': '58.2828'}, '2016-03-24': {'RSI': '47.7690'}, '2016-03-18': {'RSI': '52.5470'}, '2016-03-11': {'RSI': '45.9731'}, '2016-03-04': {'RSI': '44.6835'}, '2016-02-26': {'RSI': '40.3365'}, '2016-02-19': {'RSI': '37.7397'}, '2016-02-12': {'RSI': '33.5523'}, '2016-02-05': {'RSI': '29.3941'}, '2016-01-29': {'RSI': '53.3473'}, '2016-01-22': {'RSI': '50.3667'}, '2016-01-15': {'RSI': '45.8629'}, '2016-01-08': {'RSI': '41.9594'}, '2015-12-31': {'RSI': '53.9666'}, '2015-12-24': {'RSI': '58.1809'}, '2015-12-18': {'RSI': '57.6295'}, '2015-12-11': {'RSI': '58.3918'}, '2015-12-04': {'RSI': '64.6931'}, '2015-11-27': {'RSI': '69.1719'}, '2015-11-20': {'RSI': '67.6607'}, '2015-11-13': {'RSI': '70.2075'}, '2015-11-06': {'RSI': '78.9549'}, '2015-10-30': {'RSI': '70.2007'}, '2015-10-23': {'RSI': '73.3179'}, '2015-10-16': {'RSI': '70.1353'}, '2015-10-09': {'RSI': '66.9166'}, '2015-10-02': {'RSI': '44.6323'}, '2015-09-25': {'RSI': '43.2015'}, '2015-09-18': {'RSI': '45.3828'}, '2015-09-11': {'RSI': '49.3624'}, '2015-09-04': {'RSI': '48.6252'}, '2015-08-28': {'RSI': '50.1361'}, '2015-08-21': {'RSI': '45.0593'}, '2015-08-14': {'RSI': '50.4756'}, '2015-08-07': {'RSI': '40.7533'}, '2015-07-31': {'RSI': '45.6526'}, '2015-07-24': {'RSI': '30.8772'}, '2015-07-17': {'RSI': '36.6313'}, '2015-07-10': {'RSI': '38.5589'}, '2015-07-02': {'RSI': '42.9559'}, '2015-06-26': {'RSI': '54.5763'}, '2015-06-19': {'RSI': '54.0939'}, '2015-06-12': {'RSI': '47.5799'}, '2015-06-05': {'RSI': '50.3847'}, '2015-05-29': {'RSI': '54.8340'}, '2015-05-22': {'RSI': '49.0742'}, '2015-05-15': {'RSI': '48.8362'}, '2015-05-08': {'RSI': '46.8226'}, '2015-05-01': {'RSI': '56.8994'}, '2015-04-24': {'RSI': '64.0694'}, '2015-04-17': {'RSI': '67.5047'}, '2015-04-10': {'RSI': '63.4194'}, '2015-04-02': {'RSI': '62.5296'}, '2015-03-27': {'RSI': '61.2832'}, '2015-03-20': {'RSI': '69.5260'}, '2015-03-13': {'RSI': '84.1344'}, '2015-03-06': {'RSI': '72.1586'}, '2015-02-27': {'RSI': '72.0410'}, '2015-02-20': {'RSI': '67.6788'}, '2015-02-13': {'RSI': '74.2906'}, '2015-02-06': {'RSI': '71.9922'}, '2015-01-30': {'RSI': '65.9999'}, '2015-01-23': {'RSI': '64.1227'}, '2015-01-16': {'RSI': '61.7668'}, '2015-01-09': {'RSI': '67.2823'}, '2015-01-02': {'RSI': '66.8485'}, '2014-12-26': {'RSI': '70.8324'}, '2014-12-19': {'RSI': '66.2840'}, '2014-12-12': {'RSI': '64.0339'}, '2014-12-05': {'RSI': '70.9440'}, '2014-11-28': {'RSI': '67.6445'}, '2014-11-21': {'RSI': '62.1127'}, '2014-11-14': {'RSI': '63.9720'}, '2014-11-07': {'RSI': '59.6206'}, '2014-10-31': {'RSI': '64.7999'}, '2014-10-24': {'RSI': '35.4087'}, '2014-10-17': {'RSI': '39.0379'}, '2014-10-10': {'RSI': '27.7440'}, '2014-10-03': {'RSI': '28.3642'}, '2014-09-26': {'RSI': '36.6630'}, '2014-09-19': {'RSI': '38.4636'}, '2014-09-12': {'RSI': '40.7130'}, '2014-09-05': {'RSI': '47.4571'}, '2014-08-29': {'RSI': '49.3652'}, '2014-08-22': {'RSI': '49.4931'}, '2014-08-15': {'RSI': '46.8921'}, '2014-08-08': {'RSI': '39.4023'}, '2014-08-01': {'RSI': '33.8553'}, '2014-07-25': {'RSI': '35.4332'}, '2014-07-18': {'RSI': '43.3417'}, '2014-07-11': {'RSI': '44.8967'}, '2014-07-03': {'RSI': '47.3425'}, '2014-06-27': {'RSI': '38.4092'}, '2014-06-20': {'RSI': '40.2258'}, '2014-06-13': {'RSI': '40.5546'}, '2014-06-06': {'RSI': '41.5480'}, '2014-05-30': {'RSI': '45.3133'}, '2014-05-23': {'RSI': '40.1313'}, '2014-05-16': {'RSI': '30.8289'}, '2014-05-09': {'RSI': '28.6383'}, '2014-05-02': {'RSI': '30.9410'}, '2014-04-25': {'RSI': '46.5736'}, '2014-04-17': {'RSI': '53.4913'}, '2014-04-11': {'RSI': '50.2749'}, '2014-04-04': {'RSI': '54.5777'}, '2014-03-28': {'RSI': '52.6585'}, '2014-03-21': {'RSI': '63.0959'}, '2014-03-14': {'RSI': '64.2822'}, '2014-03-07': {'RSI': '69.3686'}, '2014-02-28': {'RSI': '65.9489'}, '2014-02-21': {'RSI': '64.0440'}, '2014-02-14': {'RSI': '60.0179'}, '2014-02-07': {'RSI': '55.2779'}, '2014-01-31': {'RSI': '64.1410'}, '2014-01-24': {'RSI': '53.7498'}, '2014-01-17': {'RSI': '57.0138'}, '2014-01-10': {'RSI': '47.0450'}, '2014-01-03': {'RSI': '41.5341'}, '2013-12-27': {'RSI': '42.7741'}, '2013-12-20': {'RSI': '43.6769'}, '2013-12-13': {'RSI': '48.7723'}, '2013-12-06': {'RSI': '51.3195'}, '2013-11-29': {'RSI': '50.1479'}, '2013-11-22': {'RSI': '47.7083'}, '2013-11-15': {'RSI': '44.6617'}, '2013-11-08': {'RSI': '43.8200'}, '2013-11-01': {'RSI': '35.9264'}, '2013-10-25': {'RSI': '31.4990'}, '2013-10-18': {'RSI': '32.0185'}, '2013-10-11': {'RSI': '31.4248'}, '2013-10-04': {'RSI': '31.4955'}, '2013-09-27': {'RSI': '48.7154'}, '2013-09-20': {'RSI': '51.1683'}, '2013-09-13': {'RSI': '48.7071'}, '2013-09-06': {'RSI': '41.1427'}, '2013-08-30': {'RSI': '52.9176'}, '2013-08-23': {'RSI': '55.6856'}, '2013-08-16': {'RSI': '50.6913'}, '2013-08-09': {'RSI': '49.1662'}, '2013-08-02': {'RSI': '52.3587'}, '2013-07-26': {'RSI': '49.7409'}, '2013-07-19': {'RSI': '75.5205'}, '2013-07-12': {'RSI': '80.8509'}, '2013-07-05': {'RSI': '80.4789'}, '2013-06-28': {'RSI': '75.7428'}, '2013-06-21': {'RSI': '70.5620'}, '2013-06-14': {'RSI': '68.4868'}, '2013-06-07': {'RSI': '56.3657'}, '2013-05-31': {'RSI': '62.8078'}, '2013-05-24': {'RSI': '57.6327'}, '2013-05-17': {'RSI': '55.5834'}, '2013-05-10': {'RSI': '53.4609'}, '2013-05-03': {'RSI': '45.8377'}, '2013-04-26': {'RSI': '44.9357'}, '2013-04-19': {'RSI': '38.0928'}, '2013-04-12': {'RSI': '45.0030'}, '2013-04-05': {'RSI': '44.7804'}, '2013-03-28': {'RSI': '48.5855'}, '2013-03-22': {'RSI': '49.5550'}, '2013-03-15': {'RSI': '52.8327'}, '2013-03-08': {'RSI': '48.5620'}, '2013-03-01': {'RSI': '43.3345'}, '2013-02-22': {'RSI': '45.4839'}, '2013-02-15': {'RSI': '46.6253'}, '2013-02-08': {'RSI': '42.8275'}, '2013-02-01': {'RSI': '44.0112'}, '2013-01-25': {'RSI': '60.9888'}, '2013-01-18': {'RSI': '58.9256'}, '2013-01-11': {'RSI': '61.9616'}, '2013-01-04': {'RSI': '60.6585'}, '2012-12-28': {'RSI': '49.4338'}, '2012-12-21': {'RSI': '56.1641'}, '2012-12-14': {'RSI': '45.3154'}, '2012-12-07': {'RSI': '46.4567'}, '2012-11-30': {'RSI': '46.5975'}, '2012-11-23': {'RSI': '42.0094'}, '2012-11-16': {'RSI': '35.9464'}, '2012-11-09': {'RSI': '41.0618'}, '2012-11-02': {'RSI': '43.8713'}, '2012-10-26': {'RSI': '43.0505'}, '2012-10-19': {'RSI': '38.0071'}, '2012-10-12': {'RSI': '36.4427'}, '2012-10-05': {'RSI': '29.4199'}, '2012-09-28': {'RSI': '33.2676'}, '2012-09-21': {'RSI': '38.6701'}, '2012-09-14': {'RSI': '47.9386'}, '2012-09-07': {'RSI': '44.5950'}, '2012-08-31': {'RSI': '39.0480'}, '2012-08-24': {'RSI': '44.0951'}, '2012-08-17': {'RSI': '45.1569'}, '2012-08-10': {'RSI': '39.4982'}, '2012-08-03': {'RSI': '28.7697'}, '2012-07-27': {'RSI': '32.4712'}, '2012-07-20': {'RSI': '31.4688'}, '2012-07-13': {'RSI': '27.5999'}, '2012-07-06': {'RSI': '33.0590'}, '2012-06-29': {'RSI': '35.4888'}, '2012-06-22': {'RSI': '33.3581'}, '2012-06-15': {'RSI': '35.2362'}, '2012-06-08': {'RSI': '36.4804'}, '2012-06-01': {'RSI': '29.1465'}, '2012-05-25': {'RSI': '21.4891'}, '2012-05-18': {'RSI': '17.6724'}, '2012-05-11': {'RSI': '20.2426'}, '2012-05-04': {'RSI': '20.3325'}, '2012-04-27': {'RSI': '31.6003'}, '2012-04-20': {'RSI': '29.0617'}, '2012-04-13': {'RSI': '33.4226'}, '2012-04-05': {'RSI': '31.1924'}, '2012-03-30': {'RSI': '33.2650'}, '2012-03-23': {'RSI': '30.1666'}, '2012-03-16': {'RSI': '32.4037'}, '2012-03-09': {'RSI': '34.1743'}, '2012-03-02': {'RSI': '35.8790'}, '2012-02-24': {'RSI': '40.8682'}, '2012-02-17': {'RSI': '42.7675'}, '2012-02-10': {'RSI': '41.5677'}, '2012-02-03': {'RSI': '50.5373'}, '2012-01-27': {'RSI': '48.3660'}, '2012-01-20': {'RSI': '48.8573'}, '2012-01-13': {'RSI': '46.4806'}, '2012-01-06': {'RSI': '51.0664'}, '2011-12-30': {'RSI': '55.6342'}, '2011-12-23': {'RSI': '53.4990'}, '2011-12-16': {'RSI': '49.6775'}, '2011-12-09': {'RSI': '50.7054'}, '2011-12-02': {'RSI': '49.8985'}, '2011-11-25': {'RSI': '45.8068'}, '2011-11-18': {'RSI': '55.7210'}, '2011-11-11': {'RSI': '55.0371'}, '2011-11-04': {'RSI': '59.2052'}, '2011-10-28': {'RSI': '62.5737'}, '2011-10-21': {'RSI': '48.2283'}, '2011-10-14': {'RSI': '50.9249'}, '2011-10-07': {'RSI': '45.3142'}, '2011-09-30': {'RSI': '42.7032'}, '2011-09-23': {'RSI': '45.8377'}, '2011-09-16': {'RSI': '53.9253'}, '2011-09-09': {'RSI': '45.9564'}, '2011-09-02': {'RSI': '42.1155'}, '2011-08-26': {'RSI': '48.4271'}, '2011-08-19': {'RSI': '37.6233'}, '2011-08-12': {'RSI': '43.2465'}, '2011-08-05': {'RSI': '38.4889'}, '2011-07-29': {'RSI': '54.0662'}, '2011-07-22': {'RSI': '55.6430'}, '2011-07-15': {'RSI': '52.3155'}, '2011-07-08': {'RSI': '61.2723'}, '2011-07-01': {'RSI': '58.0395'}, '2011-06-24': {'RSI': '54.8487'}, '2011-06-17': {'RSI': '47.8374'}, '2011-06-10': {'RSI': '58.9478'}, '2011-06-03': {'RSI': '66.1428'}, '2011-05-27': {'RSI': '79.4308'}, '2011-05-20': {'RSI': '72.5222'}, '2011-05-13': {'RSI': '71.9464'}, '2011-05-06': {'RSI': '68.4278'}, '2011-04-29': {'RSI': '75.7265'}, '2011-04-21': {'RSI': '77.2634'}, '2011-04-15': {'RSI': '75.6175'}, '2011-04-08': {'RSI': '67.1261'}, '2011-04-01': {'RSI': '69.3181'}, '2011-03-25': {'RSI': '65.1282'}, '2011-03-18': {'RSI': '54.2455'}, '2011-03-11': {'RSI': '51.1875'}, '2011-03-04': {'RSI': '59.9643'}, '2011-02-25': {'RSI': '59.8370'}, '2011-02-18': {'RSI': '68.6106'}, '2011-02-11': {'RSI': '71.6445'}, '2011-02-04': {'RSI': '71.2722'}, '2011-01-28': {'RSI': '64.9046'}, '2011-01-21': {'RSI': '64.3085'}, '2011-01-14': {'RSI': '77.7845'}, '2011-01-07': {'RSI': '72.1771'}, '2010-12-31': {'RSI': '63.2049'}, '2010-12-23': {'RSI': '63.7186'}, '2010-12-17': {'RSI': '63.0745'}, '2010-12-10': {'RSI': '90.2335'}, '2010-12-03': {'RSI': '89.6570'}, '2010-11-26': {'RSI': '89.8844'}, '2010-11-19': {'RSI': '88.8258'}, '2010-11-12': {'RSI': '87.5706'}, '2010-11-05': {'RSI': '85.1801'}, '2010-10-29': {'RSI': '82.4404'}, '2010-10-22': {'RSI': '72.5601'}, '2010-10-15': {'RSI': '79.5399'}, '2010-10-08': {'RSI': '75.8866'}, '2010-10-01': {'RSI': '68.2280'}, '2010-09-24': {'RSI': '64.2544'}, '2010-09-17': {'RSI': '59.5109'}, '2010-09-10': {'RSI': '58.7379'}, '2010-09-03': {'RSI': '56.1978'}, '2010-08-27': {'RSI': '54.1268'}, '2010-08-20': {'RSI': '42.1556'}, '2010-08-13': {'RSI': '43.5908'}, '2010-08-06': {'RSI': '57.1280'}, '2010-07-30': {'RSI': '56.9204'}, '2010-07-23': {'RSI': '57.2949'}, '2010-07-16': {'RSI': '51.5574'}, '2010-07-09': {'RSI': '57.4635'}, '2010-07-02': {'RSI': '54.3240'}, '2010-06-25': {'RSI': '55.7397'}, '2010-06-18': {'RSI': '56.4526'}, '2010-06-11': {'RSI': '50.2327'}, '2010-06-04': {'RSI': '45.3320'}, '2010-05-28': {'RSI': '48.0647'}, '2010-05-21': {'RSI': '47.0508'}, '2010-05-14': {'RSI': '53.9191'}, '2010-05-07': {'RSI': '43.4075'}, '2010-04-30': {'RSI': '52.9530'}, '2010-04-23': {'RSI': '60.7452'}, '2010-04-16': {'RSI': '53.6406'}, '2010-04-09': {'RSI': '44.3526'}, '2010-04-01': {'RSI': '48.0025'}, '2010-03-26': {'RSI': '53.3040'}, '2010-03-19': {'RSI': '57.8290'}, '2010-03-12': {'RSI': '64.6359'}, '2010-03-05': {'RSI': '60.7194'}, '2010-02-26': {'RSI': '52.7766'}, '2010-02-19': {'RSI': '59.3056'}, '2010-02-12': {'RSI': '51.0799'}, '2010-02-05': {'RSI': '44.6892'}, '2010-01-29': {'RSI': '58.0487'}, '2010-01-22': {'RSI': '57.4262'}, '2010-01-15': {'RSI': '61.3597'}, '2010-01-08': {'RSI': '66.2982'}, '2009-12-31': {'RSI': '75.5444'}, '2009-12-24': {'RSI': '72.2778'}, '2009-12-18': {'RSI': '69.0416'}, '2009-12-11': {'RSI': '68.2921'}, '2009-12-04': {'RSI': '69.6410'}, '2009-11-27': {'RSI': '68.2290'}, '2009-11-20': {'RSI': '63.6666'}, '2009-11-13': {'RSI': '66.2347'}, '2009-11-06': {'RSI': '70.3494'}, '2009-10-30': {'RSI': '57.9439'}, '2009-10-23': {'RSI': '58.9596'}, '2009-10-16': {'RSI': '66.2793'}, '2009-10-09': {'RSI': '71.3209'}, '2009-10-02': {'RSI': '63.9086'}, '2009-09-25': {'RSI': '69.8486'}, '2009-09-18': {'RSI': '69.0880'}, '2009-09-11': {'RSI': '64.9505'}, '2009-09-04': {'RSI': '62.9779'}, '2009-08-28': {'RSI': '51.9108'}, '2009-08-21': {'RSI': '59.1435'}, '2009-08-14': {'RSI': '52.6425'}, '2009-08-07': {'RSI': '50.1724'}, '2009-07-31': {'RSI': '57.3516'}, '2009-07-24': {'RSI': '73.7815'}, '2009-07-17': {'RSI': '71.0870'}, '2009-07-10': {'RSI': '68.1403'}, '2009-07-02': {'RSI': '68.9840'}, '2009-06-26': {'RSI': '66.3599'}, '2009-06-19': {'RSI': '62.5964'}, '2009-06-12': {'RSI': '58.5342'}, '2009-06-05': {'RSI': '59.3398'}, '2009-05-29': {'RSI': '53.9818'}, '2009-05-22': {'RSI': '48.5268'}, '2009-05-15': {'RSI': '51.5378'}, '2009-05-08': {'RSI': '58.6591'}, '2009-05-01': {'RSI': '59.1001'}, '2009-04-24': {'RSI': '59.9108'}, '2009-04-17': {'RSI': '61.9503'}, '2009-04-09': {'RSI': '61.0554'}, '2009-04-03': {'RSI': '59.6313'}, '2009-03-27': {'RSI': '53.0664'}, '2009-03-20': {'RSI': '50.1479'}, '2009-03-13': {'RSI': '49.0578'}, '2009-03-06': {'RSI': '36.5761'}, '2009-02-27': {'RSI': '41.0304'}, '2009-02-20': {'RSI': '44.2921'}, '2009-02-13': {'RSI': '45.9750'}, '2009-02-06': {'RSI': '50.6169'}, '2009-01-30': {'RSI': '48.3913'}, '2009-01-23': {'RSI': '40.6540'}, '2009-01-16': {'RSI': '39.0081'}, '2009-01-09': {'RSI': '39.7804'}, '2009-01-02': {'RSI': '43.8550'}, '2008-12-26': {'RSI': '40.3925'}, '2008-12-19': {'RSI': '42.7662'}, '2008-12-12': {'RSI': '47.8251'}, '2008-12-05': {'RSI': '49.9041'}, '2008-11-28': {'RSI': '46.9646'}, '2008-11-21': {'RSI': '33.7185'}, '2008-11-14': {'RSI': '36.4802'}, '2008-11-07': {'RSI': '50.2006'}, '2008-10-31': {'RSI': '50.0603'}, '2008-10-24': {'RSI': '38.0439'}, '2008-10-17': {'RSI': '41.8334'}, '2008-10-10': {'RSI': '37.6406'}, '2008-10-03': {'RSI': '42.2039'}, '2008-09-26': {'RSI': '49.7328'}, '2008-09-19': {'RSI': '62.3610'}, '2008-09-12': {'RSI': '50.4779'}, '2008-09-05': {'RSI': '49.3019'}, '2008-08-29': {'RSI': '55.7564'}, '2008-08-22': {'RSI': '53.5681'}, '2008-08-15': {'RSI': '57.6122'}, '2008-08-08': {'RSI': '54.5222'}, '2008-08-01': {'RSI': '42.2260'}, '2008-07-25': {'RSI': '45.1150'}, '2008-07-18': {'RSI': '53.6024'}, '2008-07-11': {'RSI': '52.0695'}, '2008-07-03': {'RSI': '38.9314'}, '2008-06-27': {'RSI': '39.8097'}, '2008-06-20': {'RSI': '43.2418'}, '2008-06-13': {'RSI': '50.8589'}, '2008-06-06': {'RSI': '45.8987'}, '2008-05-30': {'RSI': '42.8713'}, '2008-05-23': {'RSI': '56.0866'}, '2008-05-16': {'RSI': '59.4881'}, '2008-05-09': {'RSI': '57.0573'}, '2008-05-02': {'RSI': '58.5247'}, '2008-04-25': {'RSI': '50.7153'}, '2008-04-18': {'RSI': '57.7530'}, '2008-04-11': {'RSI': '44.8348'}, '2008-04-04': {'RSI': '45.7797'}, '2008-03-28': {'RSI': '31.3013'}, '2008-03-20': {'RSI': '32.8818'}, '2008-03-14': {'RSI': '35.6347'}, '2008-03-07': {'RSI': '37.0297'}, '2008-02-29': {'RSI': '40.1955'}, '2008-02-22': {'RSI': '37.8027'}, '2008-02-15': {'RSI': '37.3275'}, '2008-02-08': {'RSI': '37.5210'}, '2008-02-01': {'RSI': '36.8335'}, '2008-01-25': {'RSI': '49.8921'}, '2008-01-18': {'RSI': '53.6887'}, '2008-01-11': {'RSI': '47.0559'}, '2008-01-04': {'RSI': '51.0002'}, '2007-12-28': {'RSI': '76.9197'}, '2007-12-21': {'RSI': '80.2050'}, '2007-12-14': {'RSI': '73.3844'}, '2007-12-07': {'RSI': '67.1960'}, '2007-11-30': {'RSI': '64.7724'}, '2007-11-23': {'RSI': '63.3509'}, '2007-11-16': {'RSI': '70.6855'}, '2007-11-09': {'RSI': '68.8171'}, '2007-11-02': {'RSI': '53.6863'}, '2007-10-26': {'RSI': '47.9616'}, '2007-10-19': {'RSI': '67.8658'}, '2007-10-12': {'RSI': '67.3043'}, '2007-10-05': {'RSI': '68.3796'}, '2007-09-28': {'RSI': '61.2813'}, '2007-09-21': {'RSI': '59.0078'}, '2007-09-14': {'RSI': '62.3001'}, '2007-09-07': {'RSI': '61.0425'}, '2007-08-31': {'RSI': '58.5539'}, '2007-08-24': {'RSI': '58.2874'}, '2007-08-17': {'RSI': '52.2031'}, '2007-08-10': {'RSI': '46.0911'}, '2007-08-03': {'RSI': '67.2837'}, '2007-07-27': {'RSI': '62.6803'}, '2007-07-20': {'RSI': '75.2904'}, '2007-07-13': {'RSI': '89.5229'}, '2007-07-06': {'RSI': '86.8508'}, '2007-06-29': {'RSI': '82.6936'}, '2007-06-22': {'RSI': '82.6936'}, '2007-06-15': {'RSI': '80.9599'}, '2007-06-08': {'RSI': '68.8480'}, '2007-06-01': {'RSI': '61.8917'}, '2007-05-25': {'RSI': '53.8883'}, '2007-05-18': {'RSI': '54.4298'}, '2007-05-11': {'RSI': '55.9476'}, '2007-05-04': {'RSI': '54.4224'}, '2007-04-27': {'RSI': '59.0202'}, '2007-04-20': {'RSI': '63.8770'}, '2007-04-13': {'RSI': '65.8271'}, '2007-04-05': {'RSI': '61.0057'}, '2007-03-30': {'RSI': '58.9801'}, '2007-03-23': {'RSI': '58.9801'}, '2007-03-16': {'RSI': '59.6978'}, '2007-03-09': {'RSI': '59.6978'}, '2007-03-02': {'RSI': '60.5936'}, '2007-02-23': {'RSI': '59.4997'}, '2007-02-16': {'RSI': '56.9925'}, '2007-02-09': {'RSI': '60.8683'}, '2007-02-02': {'RSI': '59.9490'}, '2007-01-26': {'RSI': '61.4651'}, '2007-01-19': {'RSI': '72.8321'}, '2007-01-12': {'RSI': '70.9160'}, '2007-01-05': {'RSI': '57.1838'}, '2006-12-29': {'RSI': '54.9923'}, '2006-12-22': {'RSI': '57.9020'}, '2006-12-15': {'RSI': '60.5449'}, '2006-12-08': {'RSI': '54.6123'}, '2006-12-01': {'RSI': '62.0497'}, '2006-11-24': {'RSI': '68.2567'}, '2006-11-17': {'RSI': '62.0113'}, '2006-11-10': {'RSI': '59.2633'}, '2006-11-03': {'RSI': '58.2439'}, '2006-10-27': {'RSI': '57.7684'}, '2006-10-20': {'RSI': '47.9978'}, '2006-10-13': {'RSI': '50.6826'}, '2006-10-06': {'RSI': '43.3430'}, '2006-09-29': {'RSI': '47.0165'}, '2006-09-22': {'RSI': '57.1968'}, '2006-09-15': {'RSI': '41.0089'}, '2006-09-08': {'RSI': '36.9666'}, '2006-09-01': {'RSI': '42.6290'}, '2006-08-25': {'RSI': '40.5812'}, '2006-08-18': {'RSI': '44.6824'}, '2006-08-11': {'RSI': '40.9209'}, '2006-08-04': {'RSI': '40.9209'}, '2006-07-28': {'RSI': '34.4763'}, '2006-07-21': {'RSI': '26.0552'}, '2006-07-14': {'RSI': '33.7217'}, '2006-07-07': {'RSI': '35.3647'}, '2006-06-30': {'RSI': '36.1575'}, '2006-06-23': {'RSI': '40.0345'}, '2006-06-16': {'RSI': '41.3651'}, '2006-06-09': {'RSI': '35.5845'}, '2006-06-02': {'RSI': '36.2547'}, '2006-05-26': {'RSI': '40.2074'}, '2006-05-19': {'RSI': '47.4289'}, '2006-05-12': {'RSI': '58.5819'}, '2006-05-05': {'RSI': '66.5548'}, '2006-04-28': {'RSI': '71.5189'}, '2006-04-21': {'RSI': '79.3525'}, '2006-04-13': {'RSI': '75.3695'}, '2006-04-07': {'RSI': '70.5003'}, '2006-03-31': {'RSI': '62.4460'}, '2006-03-24': {'RSI': '59.7075'}, '2006-03-17': {'RSI': '62.5495'}, '2006-03-10': {'RSI': '65.3491'}, '2006-03-03': {'RSI': '51.4390'}, '2006-02-24': {'RSI': '53.2424'}, '2006-02-17': {'RSI': '53.2424'}, '2006-02-10': {'RSI': '52.3401'}, '2006-02-03': {'RSI': '47.5586'}, '2006-01-27': {'RSI': '54.3334'}, '2006-01-20': {'RSI': '62.6414'}, '2006-01-13': {'RSI': '61.9431'}, '2006-01-06': {'RSI': '69.5481'}, '2005-12-30': {'RSI': '63.3112'}, '2005-12-23': {'RSI': '61.3522'}, '2005-12-16': {'RSI': '51.8948'}, '2005-12-09': {'RSI': '68.2658'}, '2005-12-02': {'RSI': '62.3804'}, '2005-11-25': {'RSI': '49.3353'}, '2005-11-18': {'RSI': '48.0308'}, '2005-11-11': {'RSI': '44.9863'}, '2005-11-04': {'RSI': '45.5872'}, '2005-10-28': {'RSI': '37.2957'}, '2005-10-21': {'RSI': '36.1007'}, '2005-10-14': {'RSI': '35.3615'}, '2005-10-07': {'RSI': '43.5157'}, '2005-09-30': {'RSI': '30.7387'}, '2005-09-23': {'RSI': '27.0245'}, '2005-09-16': {'RSI': '27.8650'}, '2005-09-09': {'RSI': '29.5175'}, '2005-09-02': {'RSI': '26.3737'}, '2005-08-26': {'RSI': '27.4767'}, '2005-08-19': {'RSI': '29.2669'}, '2005-08-12': {'RSI': '22.2535'}, '2005-08-05': {'RSI': '22.7612'}, '2005-07-29': {'RSI': '23.4350'}, '2005-07-22': {'RSI': '24.3623'}, '2005-07-15': {'RSI': '29.3849'}, '2005-07-08': {'RSI': '26.8396'}, '2005-07-01': {'RSI': '27.8432'}, '2005-06-24': {'RSI': '26.3562'}, '2005-06-17': {'RSI': '39.2010'}, '2005-06-10': {'RSI': '41.9804'}, '2005-06-03': {'RSI': '43.0166'}, '2005-05-27': {'RSI': '50.2115'}, '2005-05-20': {'RSI': '40.5667'}, '2005-05-13': {'RSI': '38.5253'}, '2005-05-06': {'RSI': '35.5360'}, '2005-04-29': {'RSI': '30.1895'}, '2005-04-22': {'RSI': '34.2012'}, '2005-04-15': {'RSI': '23.0455'}, '2005-04-08': {'RSI': '28.4771'}, '2005-04-01': {'RSI': '34.6513'}, '2005-03-24': {'RSI': '34.9928'}, '2005-03-18': {'RSI': '37.5112'}, '2005-03-11': {'RSI': '39.9527'}, '2005-03-04': {'RSI': '40.4263'}, '2005-02-25': {'RSI': '44.5451'}, '2005-02-18': {'RSI': '46.5136'}, '2005-02-11': {'RSI': '51.8398'}, '2005-02-04': {'RSI': '60.2528'}, '2005-01-28': {'RSI': '56.7972'}, '2005-01-21': {'RSI': '52.7814'}, '2005-01-14': {'RSI': '50.2860'}, '2005-01-07': {'RSI': '58.4393'}, '2004-12-31': {'RSI': '65.0639'}, '2004-12-23': {'RSI': '59.7542'}, '2004-12-17': {'RSI': '57.1719'}, '2004-12-10': {'RSI': '52.2036'}, '2004-12-03': {'RSI': '48.6280'}, '2004-11-26': {'RSI': '53.0503'}, '2004-11-19': {'RSI': '49.8958'}, '2004-11-12': {'RSI': '53.9756'}, '2004-11-05': {'RSI': '40.0298'}, '2004-10-29': {'RSI': '40.1684'}, '2004-10-22': {'RSI': '64.4993'}, '2004-10-15': {'RSI': '61.3662'}, '2004-10-08': {'RSI': '61.6382'}, '2004-10-01': {'RSI': '56.4234'}, '2004-09-24': {'RSI': '56.8874'}, '2004-09-17': {'RSI': '55.0580'}, '2004-09-10': {'RSI': '51.1579'}, '2004-09-03': {'RSI': '48.1656'}, '2004-08-27': {'RSI': '37.8921'}, '2004-08-20': {'RSI': '27.7894'}, '2004-08-13': {'RSI': '32.4164'}, '2004-08-06': {'RSI': '34.3990'}, '2004-07-30': {'RSI': '35.4394'}, '2004-07-23': {'RSI': '35.6945'}, '2004-07-16': {'RSI': '34.4614'}, '2004-07-09': {'RSI': '37.5415'}, '2004-07-02': {'RSI': '39.7465'}, '2004-06-25': {'RSI': '36.2056'}, '2004-06-18': {'RSI': '38.5349'}, '2004-06-10': {'RSI': '49.3743'}, '2004-06-04': {'RSI': '37.1313'}, '2004-05-28': {'RSI': '33.1841'}, '2004-05-21': {'RSI': '33.2831'}, '2004-05-14': {'RSI': '35.0720'}, '2004-05-07': {'RSI': '32.3147'}, '2004-04-30': {'RSI': '33.5989'}, '2004-04-23': {'RSI': '45.2242'}, '2004-04-16': {'RSI': '45.8449'}, '2004-04-08': {'RSI': '45.8449'}, '2004-04-02': {'RSI': '46.8875'}, '2004-03-26': {'RSI': '43.5362'}, '2004-03-19': {'RSI': '44.8537'}, '2004-03-12': {'RSI': '50.7512'}, '2004-03-05': {'RSI': '58.2470'}, '2004-02-27': {'RSI': '53.6825'}, '2004-02-20': {'RSI': '53.5052'}, '2004-02-13': {'RSI': '56.3187'}, '2004-02-06': {'RSI': '61.5412'}, '2004-01-30': {'RSI': '56.7518'}, '2004-01-23': {'RSI': '64.2681'}, '2004-01-16': {'RSI': '73.3792'}, '2004-01-09': {'RSI': '72.2461'}, '2004-01-02': {'RSI': '65.9392'}, '2003-12-26': {'RSI': '63.2852'}, '2003-12-19': {'RSI': '62.5158'}, '2003-12-12': {'RSI': '56.9704'}, '2003-12-05': {'RSI': '61.4613'}, '2003-11-28': {'RSI': '56.6806'}, '2003-11-21': {'RSI': '44.7940'}, '2003-11-14': {'RSI': '45.0412'}, '2003-11-07': {'RSI': '49.6434'}, '2003-10-31': {'RSI': '44.1395'}, '2003-10-24': {'RSI': '46.1839'}, '2003-10-17': {'RSI': '61.2090'}, '2003-10-10': {'RSI': '67.4164'}, '2003-10-03': {'RSI': '63.9263'}, '2003-09-26': {'RSI': '59.9973'}, '2003-09-19': {'RSI': '76.1761'}, '2003-09-12': {'RSI': '70.0194'}, '2003-09-05': {'RSI': '69.5908'}, '2003-08-29': {'RSI': '62.8116'}, '2003-08-22': {'RSI': '61.0655'}, '2003-08-15': {'RSI': '64.6609'}, '2003-08-08': {'RSI': '62.9324'}, '2003-08-01': {'RSI': '62.3294'}, '2003-07-25': {'RSI': '70.4524'}, '2003-07-18': {'RSI': '67.0816'}, '2003-07-11': {'RSI': '86.4466'}, '2003-07-03': {'RSI': '81.5815'}, '2003-06-27': {'RSI': '82.0159'}, '2003-06-20': {'RSI': '80.2665'}, '2003-06-13': {'RSI': '79.4395'}, '2003-06-06': {'RSI': '76.1601'}, '2003-05-30': {'RSI': '81.2387'}, '2003-05-23': {'RSI': '71.4743'}, '2003-05-16': {'RSI': '67.4101'}, '2003-05-09': {'RSI': '63.6596'}, '2003-05-02': {'RSI': '60.9641'}, '2003-04-25': {'RSI': '46.7438'}, '2003-04-17': {'RSI': '46.9186'}, '2003-04-11': {'RSI': '44.4898'}, '2003-04-04': {'RSI': '45.9452'}, '2003-03-28': {'RSI': '39.7352'}, '2003-03-21': {'RSI': '38.0891'}, '2003-03-14': {'RSI': '38.0891'}, '2003-03-07': {'RSI': '38.7560'}, '2003-02-28': {'RSI': '40.2982'}, '2003-02-21': {'RSI': '43.8049'}, '2003-02-14': {'RSI': '34.9575'}, '2003-02-07': {'RSI': '41.9890'}, '2003-01-31': {'RSI': '46.2860'}, '2003-01-24': {'RSI': '45.6604'}, '2003-01-17': {'RSI': '47.4510'}}}\n",
      "{'Meta Data': {'1: Symbol': 'MED', '2: Indicator': 'Relative Strength Index (RSI)', '3: Last Refreshed': '2021-06-14', '4: Interval': 'weekly', '5: Time Period': 10, '6: Series Type': 'close', '7: Time Zone': 'US/Eastern Time'}, 'Technical Analysis: RSI': {'2021-06-14': {'RSI': '55.7443'}, '2021-06-11': {'RSI': '59.3872'}, '2021-06-04': {'RSI': '69.2636'}, '2021-05-28': {'RSI': '79.3965'}, '2021-05-21': {'RSI': '76.4880'}, '2021-05-14': {'RSI': '73.4279'}, '2021-05-07': {'RSI': '69.4378'}, '2021-04-30': {'RSI': '51.4396'}, '2021-04-23': {'RSI': '54.5611'}, '2021-04-16': {'RSI': '57.0811'}, '2021-04-09': {'RSI': '49.6562'}, '2021-04-01': {'RSI': '50.1833'}, '2021-03-26': {'RSI': '50.4958'}, '2021-03-19': {'RSI': '56.8001'}, '2021-03-12': {'RSI': '67.4502'}, '2021-03-05': {'RSI': '62.7207'}, '2021-02-26': {'RSI': '68.7762'}, '2021-02-19': {'RSI': '79.4839'}, '2021-02-12': {'RSI': '84.1820'}, '2021-02-05': {'RSI': '80.1254'}, '2021-01-29': {'RSI': '76.2851'}, '2021-01-22': {'RSI': '72.2026'}, '2021-01-15': {'RSI': '67.7488'}, '2021-01-08': {'RSI': '67.6502'}, '2020-12-31': {'RSI': '62.9575'}, '2020-12-24': {'RSI': '63.1711'}, '2020-12-18': {'RSI': '64.7249'}, '2020-12-11': {'RSI': '58.9753'}, '2020-12-04': {'RSI': '72.7991'}, '2020-11-27': {'RSI': '74.0115'}, '2020-11-20': {'RSI': '64.6789'}, '2020-11-13': {'RSI': '60.3707'}, '2020-11-06': {'RSI': '63.2690'}, '2020-10-30': {'RSI': '41.7642'}, '2020-10-23': {'RSI': '49.7690'}, '2020-10-16': {'RSI': '54.8731'}, '2020-10-09': {'RSI': '64.7840'}, '2020-10-02': {'RSI': '64.5019'}, '2020-09-25': {'RSI': '64.8739'}, '2020-09-18': {'RSI': '73.0888'}, '2020-09-11': {'RSI': '78.0073'}, '2020-09-04': {'RSI': '70.6928'}, '2020-08-28': {'RSI': '79.2605'}, '2020-08-21': {'RSI': '78.7057'}, '2020-08-14': {'RSI': '77.8895'}, '2020-08-07': {'RSI': '78.4780'}, '2020-07-31': {'RSI': '82.6485'}, '2020-07-24': {'RSI': '81.4504'}, '2020-07-17': {'RSI': '80.8470'}, '2020-07-10': {'RSI': '79.2364'}, '2020-07-02': {'RSI': '78.4084'}, '2020-06-26': {'RSI': '73.0434'}, '2020-06-19': {'RSI': '68.2420'}, '2020-06-12': {'RSI': '63.2301'}, '2020-06-05': {'RSI': '68.2446'}, '2020-05-29': {'RSI': '63.0922'}, '2020-05-22': {'RSI': '56.9603'}, '2020-05-15': {'RSI': '56.8708'}, '2020-05-08': {'RSI': '60.0518'}, '2020-05-01': {'RSI': '45.6952'}, '2020-04-24': {'RSI': '42.1937'}, '2020-04-17': {'RSI': '38.4693'}, '2020-04-09': {'RSI': '40.6536'}, '2020-04-03': {'RSI': '30.4377'}, '2020-03-27': {'RSI': '33.4603'}, '2020-03-20': {'RSI': '23.1518'}, '2020-03-13': {'RSI': '28.4262'}, '2020-03-06': {'RSI': '33.9687'}, '2020-02-28': {'RSI': '36.0791'}, '2020-02-21': {'RSI': '44.9393'}, '2020-02-14': {'RSI': '51.7873'}, '2020-02-07': {'RSI': '48.9793'}, '2020-01-31': {'RSI': '45.3051'}, '2020-01-24': {'RSI': '51.0445'}, '2020-01-17': {'RSI': '63.8439'}, '2020-01-10': {'RSI': '59.2709'}, '2020-01-03': {'RSI': '60.5321'}, '2019-12-27': {'RSI': '58.8560'}, '2019-12-20': {'RSI': '55.6589'}, '2019-12-13': {'RSI': '42.4725'}, '2019-12-06': {'RSI': '42.6208'}, '2019-11-29': {'RSI': '39.9812'}, '2019-11-22': {'RSI': '35.6331'}, '2019-11-15': {'RSI': '28.8805'}, '2019-11-08': {'RSI': '25.6714'}, '2019-11-01': {'RSI': '50.3914'}, '2019-10-25': {'RSI': '50.0066'}, '2019-10-18': {'RSI': '38.5845'}, '2019-10-11': {'RSI': '32.3908'}, '2019-10-04': {'RSI': '37.8087'}, '2019-09-27': {'RSI': '34.7308'}, '2019-09-20': {'RSI': '40.9142'}, '2019-09-13': {'RSI': '37.8068'}, '2019-09-06': {'RSI': '28.7299'}, '2019-08-30': {'RSI': '27.1348'}, '2019-08-23': {'RSI': '27.5171'}, '2019-08-16': {'RSI': '28.0687'}, '2019-08-09': {'RSI': '29.8278'}, '2019-08-02': {'RSI': '28.0386'}, '2019-07-26': {'RSI': '34.8327'}, '2019-07-19': {'RSI': '33.7675'}, '2019-07-12': {'RSI': '32.9811'}, '2019-07-05': {'RSI': '38.7470'}, '2019-06-28': {'RSI': '43.0282'}, '2019-06-21': {'RSI': '40.7158'}, '2019-06-14': {'RSI': '48.8128'}, '2019-06-07': {'RSI': '48.5252'}, '2019-05-31': {'RSI': '41.3222'}, '2019-05-24': {'RSI': '48.5602'}, '2019-05-17': {'RSI': '51.9371'}, '2019-05-10': {'RSI': '50.9718'}, '2019-05-03': {'RSI': '59.3947'}, '2019-04-26': {'RSI': '63.6522'}, '2019-04-18': {'RSI': '56.2908'}, '2019-04-12': {'RSI': '50.4926'}, '2019-04-05': {'RSI': '47.8319'}, '2019-03-29': {'RSI': '42.6300'}, '2019-03-22': {'RSI': '40.1973'}, '2019-03-15': {'RSI': '47.4691'}, '2019-03-08': {'RSI': '43.2802'}, '2019-03-01': {'RSI': '38.8654'}, '2019-02-22': {'RSI': '40.3092'}, '2019-02-15': {'RSI': '42.4343'}, '2019-02-08': {'RSI': '39.7358'}, '2019-02-01': {'RSI': '35.7876'}, '2019-01-25': {'RSI': '35.5283'}, '2019-01-18': {'RSI': '34.4318'}, '2019-01-11': {'RSI': '27.2380'}, '2019-01-04': {'RSI': '33.3413'}, '2018-12-28': {'RSI': '28.1156'}, '2018-12-21': {'RSI': '24.2635'}, '2018-12-14': {'RSI': '27.8555'}, '2018-12-07': {'RSI': '29.4756'}, '2018-11-30': {'RSI': '32.4042'}, '2018-11-23': {'RSI': '31.0425'}, '2018-11-16': {'RSI': '34.5498'}, '2018-11-09': {'RSI': '35.0421'}, '2018-11-02': {'RSI': '59.0174'}, '2018-10-26': {'RSI': '55.4304'}, '2018-10-19': {'RSI': '54.8648'}, '2018-10-12': {'RSI': '59.1963'}, '2018-10-05': {'RSI': '60.0847'}, '2018-09-28': {'RSI': '65.7727'}, '2018-09-21': {'RSI': '63.5998'}, '2018-09-14': {'RSI': '90.1893'}, '2018-09-07': {'RSI': '88.5937'}, '2018-08-31': {'RSI': '87.4374'}, '2018-08-24': {'RSI': '86.8281'}, '2018-08-17': {'RSI': '84.4869'}, '2018-08-10': {'RSI': '83.2309'}, '2018-08-03': {'RSI': '92.1334'}, '2018-07-27': {'RSI': '86.0516'}, '2018-07-20': {'RSI': '85.1269'}, '2018-07-13': {'RSI': '83.6369'}, '2018-07-06': {'RSI': '86.0912'}, '2018-06-29': {'RSI': '84.2067'}, '2018-06-22': {'RSI': '82.5557'}, '2018-06-15': {'RSI': '95.7288'}, '2018-06-08': {'RSI': '94.3452'}, '2018-06-01': {'RSI': '94.7438'}, '2018-05-25': {'RSI': '93.7969'}, '2018-05-18': {'RSI': '92.7397'}, '2018-05-11': {'RSI': '91.8366'}, '2018-05-04': {'RSI': '90.6718'}, '2018-04-27': {'RSI': '83.7382'}, '2018-04-20': {'RSI': '82.3673'}, '2018-04-13': {'RSI': '82.0367'}, '2018-04-06': {'RSI': '81.4548'}, '2018-03-29': {'RSI': '79.2839'}, '2018-03-23': {'RSI': '75.8415'}, '2018-03-16': {'RSI': '78.3992'}, '2018-03-09': {'RSI': '77.8458'}, '2018-03-02': {'RSI': '47.1059'}, '2018-02-23': {'RSI': '49.6450'}, '2018-02-16': {'RSI': '57.2542'}, '2018-02-09': {'RSI': '51.0690'}, '2018-02-02': {'RSI': '51.6270'}, '2018-01-26': {'RSI': '64.5018'}, '2018-01-19': {'RSI': '73.3403'}, '2018-01-12': {'RSI': '72.8956'}, '2018-01-05': {'RSI': '68.3779'}, '2017-12-29': {'RSI': '67.8892'}, '2017-12-22': {'RSI': '78.9936'}, '2017-12-15': {'RSI': '80.6443'}, '2017-12-08': {'RSI': '80.0377'}, '2017-12-01': {'RSI': '72.4159'}, '2017-11-24': {'RSI': '79.9044'}, '2017-11-17': {'RSI': '78.3869'}, '2017-11-10': {'RSI': '88.9279'}, '2017-11-03': {'RSI': '80.9600'}, '2017-10-27': {'RSI': '87.5960'}, '2017-10-20': {'RSI': '89.2603'}, '2017-10-13': {'RSI': '88.8197'}, '2017-10-06': {'RSI': '87.2068'}, '2017-09-29': {'RSI': '86.2923'}, '2017-09-22': {'RSI': '82.6725'}, '2017-09-15': {'RSI': '82.4096'}, '2017-09-08': {'RSI': '80.8188'}, '2017-09-01': {'RSI': '82.8535'}, '2017-08-25': {'RSI': '83.5567'}, '2017-08-18': {'RSI': '83.6550'}, '2017-08-11': {'RSI': '77.8499'}, '2017-08-04': {'RSI': '51.1091'}, '2017-07-28': {'RSI': '54.8374'}, '2017-07-21': {'RSI': '49.7313'}, '2017-07-14': {'RSI': '40.9361'}, '2017-07-07': {'RSI': '41.0438'}, '2017-06-30': {'RSI': '43.8475'}, '2017-06-23': {'RSI': '43.8975'}, '2017-06-16': {'RSI': '46.7048'}, '2017-06-09': {'RSI': '44.3166'}, '2017-06-02': {'RSI': '46.0032'}, '2017-05-26': {'RSI': '42.1384'}, '2017-05-19': {'RSI': '46.9029'}, '2017-05-12': {'RSI': '62.8019'}, '2017-05-05': {'RSI': '67.9506'}, '2017-04-28': {'RSI': '66.9891'}, '2017-04-21': {'RSI': '60.9432'}, '2017-04-13': {'RSI': '56.2001'}, '2017-04-07': {'RSI': '55.1147'}, '2017-03-31': {'RSI': '61.4153'}, '2017-03-24': {'RSI': '55.0632'}, '2017-03-17': {'RSI': '57.5861'}, '2017-03-10': {'RSI': '51.8009'}, '2017-03-03': {'RSI': '79.6274'}, '2017-02-24': {'RSI': '76.2402'}, '2017-02-17': {'RSI': '77.3472'}, '2017-02-10': {'RSI': '74.8027'}, '2017-02-03': {'RSI': '67.3961'}, '2017-01-27': {'RSI': '64.9179'}, '2017-01-20': {'RSI': '61.3969'}, '2017-01-13': {'RSI': '63.5933'}, '2017-01-06': {'RSI': '63.9894'}, '2016-12-30': {'RSI': '65.4575'}, '2016-12-23': {'RSI': '69.1710'}, '2016-12-16': {'RSI': '64.9963'}, '2016-12-09': {'RSI': '63.9183'}, '2016-12-02': {'RSI': '54.1814'}, '2016-11-25': {'RSI': '68.5959'}, '2016-11-18': {'RSI': '69.0110'}, '2016-11-11': {'RSI': '60.9222'}, '2016-11-04': {'RSI': '59.5209'}, '2016-10-28': {'RSI': '82.9452'}, '2016-10-21': {'RSI': '82.7960'}, '2016-10-14': {'RSI': '80.1368'}, '2016-10-07': {'RSI': '77.0362'}, '2016-09-30': {'RSI': '72.8343'}, '2016-09-23': {'RSI': '77.6439'}, '2016-09-16': {'RSI': '71.8401'}, '2016-09-09': {'RSI': '68.7257'}, '2016-09-02': {'RSI': '76.4614'}, '2016-08-26': {'RSI': '73.9501'}, '2016-08-19': {'RSI': '78.4167'}, '2016-08-12': {'RSI': '74.3538'}, '2016-08-05': {'RSI': '72.7709'}, '2016-07-29': {'RSI': '71.8782'}, '2016-07-22': {'RSI': '65.5822'}, '2016-07-15': {'RSI': '65.0714'}, '2016-07-08': {'RSI': '67.9981'}, '2016-07-01': {'RSI': '64.8048'}, '2016-06-24': {'RSI': '55.1350'}, '2016-06-17': {'RSI': '56.6184'}, '2016-06-10': {'RSI': '62.2277'}, '2016-06-03': {'RSI': '61.8436'}, '2016-05-27': {'RSI': '61.0803'}, '2016-05-20': {'RSI': '73.9506'}, '2016-05-13': {'RSI': '76.6576'}, '2016-05-06': {'RSI': '74.1326'}, '2016-04-29': {'RSI': '64.8504'}, '2016-04-22': {'RSI': '58.4137'}, '2016-04-15': {'RSI': '57.1926'}, '2016-04-08': {'RSI': '55.3575'}, '2016-04-01': {'RSI': '55.5873'}, '2016-03-24': {'RSI': '50.4676'}, '2016-03-18': {'RSI': '47.7231'}, '2016-03-11': {'RSI': '47.4790'}, '2016-03-04': {'RSI': '56.4993'}, '2016-02-26': {'RSI': '55.5880'}, '2016-02-19': {'RSI': '51.4152'}, '2016-02-12': {'RSI': '48.4375'}, '2016-02-05': {'RSI': '42.3629'}, '2016-01-29': {'RSI': '47.7579'}, '2016-01-22': {'RSI': '48.6382'}, '2016-01-15': {'RSI': '46.2092'}, '2016-01-08': {'RSI': '42.2998'}, '2015-12-31': {'RSI': '53.1814'}, '2015-12-24': {'RSI': '56.3919'}, '2015-12-18': {'RSI': '53.3838'}, '2015-12-11': {'RSI': '45.4104'}, '2015-12-04': {'RSI': '50.1120'}, '2015-11-27': {'RSI': '61.1146'}, '2015-11-20': {'RSI': '57.6676'}, '2015-11-13': {'RSI': '54.4789'}, '2015-11-06': {'RSI': '64.7884'}, '2015-10-30': {'RSI': '40.8083'}, '2015-10-23': {'RSI': '47.5508'}, '2015-10-16': {'RSI': '46.8712'}, '2015-10-09': {'RSI': '47.1461'}, '2015-10-02': {'RSI': '30.1973'}, '2015-09-25': {'RSI': '33.0483'}, '2015-09-18': {'RSI': '36.6118'}, '2015-09-11': {'RSI': '38.5100'}, '2015-09-04': {'RSI': '32.7217'}, '2015-08-28': {'RSI': '33.0540'}, '2015-08-21': {'RSI': '29.2681'}, '2015-08-14': {'RSI': '34.7459'}, '2015-08-07': {'RSI': '29.3078'}, '2015-07-31': {'RSI': '44.0673'}, '2015-07-24': {'RSI': '38.8213'}, '2015-07-17': {'RSI': '40.5685'}, '2015-07-10': {'RSI': '42.3526'}, '2015-07-02': {'RSI': '54.5626'}, '2015-06-26': {'RSI': '56.2505'}, '2015-06-19': {'RSI': '59.3614'}, '2015-06-12': {'RSI': '57.1625'}, '2015-06-05': {'RSI': '55.3850'}, '2015-05-29': {'RSI': '55.0116'}, '2015-05-22': {'RSI': '58.5388'}, '2015-05-15': {'RSI': '58.3887'}, '2015-05-08': {'RSI': '54.2122'}, '2015-05-01': {'RSI': '48.0057'}, '2015-04-24': {'RSI': '52.8244'}, '2015-04-17': {'RSI': '46.4080'}, '2015-04-10': {'RSI': '46.8248'}, '2015-04-02': {'RSI': '42.2748'}, '2015-03-27': {'RSI': '43.3008'}, '2015-03-20': {'RSI': '48.3137'}, '2015-03-13': {'RSI': '40.3548'}, '2015-03-06': {'RSI': '48.0110'}, '2015-02-27': {'RSI': '49.6250'}, '2015-02-20': {'RSI': '52.8213'}, '2015-02-13': {'RSI': '49.4810'}, '2015-02-06': {'RSI': '55.3784'}, '2015-01-30': {'RSI': '50.6967'}, '2015-01-23': {'RSI': '57.7104'}, '2015-01-16': {'RSI': '51.9419'}, '2015-01-09': {'RSI': '49.5863'}, '2015-01-02': {'RSI': '54.3329'}, '2014-12-26': {'RSI': '62.6108'}, '2014-12-19': {'RSI': '58.0873'}, '2014-12-12': {'RSI': '52.2971'}, '2014-12-05': {'RSI': '47.7077'}, '2014-11-28': {'RSI': '43.9136'}, '2014-11-21': {'RSI': '49.9599'}, '2014-11-14': {'RSI': '43.5711'}, '2014-11-07': {'RSI': '44.1706'}, '2014-10-31': {'RSI': '52.7487'}, '2014-10-24': {'RSI': '49.4284'}, '2014-10-17': {'RSI': '49.9837'}, '2014-10-10': {'RSI': '46.6650'}, '2014-10-03': {'RSI': '55.0961'}, '2014-09-26': {'RSI': '60.6792'}, '2014-09-19': {'RSI': '59.1371'}, '2014-09-12': {'RSI': '58.8649'}, '2014-09-05': {'RSI': '67.9662'}, '2014-08-29': {'RSI': '64.5825'}, '2014-08-22': {'RSI': '49.3779'}, '2014-08-15': {'RSI': '37.5997'}, '2014-08-08': {'RSI': '31.0967'}, '2014-08-01': {'RSI': '42.8072'}, '2014-07-25': {'RSI': '41.3154'}, '2014-07-18': {'RSI': '46.2240'}, '2014-07-11': {'RSI': '52.7557'}, '2014-07-03': {'RSI': '55.1133'}, '2014-06-27': {'RSI': '55.4751'}, '2014-06-20': {'RSI': '57.5141'}, '2014-06-13': {'RSI': '73.9597'}, '2014-06-06': {'RSI': '66.5640'}, '2014-05-30': {'RSI': '64.4216'}, '2014-05-23': {'RSI': '60.3112'}, '2014-05-16': {'RSI': '53.3690'}, '2014-05-09': {'RSI': '55.6640'}, '2014-05-02': {'RSI': '73.7388'}, '2014-04-25': {'RSI': '73.6652'}, '2014-04-17': {'RSI': '77.2734'}, '2014-04-11': {'RSI': '73.0322'}, '2014-04-04': {'RSI': '72.8247'}, '2014-03-28': {'RSI': '62.2955'}, '2014-03-21': {'RSI': '69.9566'}, '2014-03-14': {'RSI': '59.0405'}, '2014-03-07': {'RSI': '48.9058'}, '2014-02-28': {'RSI': '51.5972'}, '2014-02-21': {'RSI': '55.7381'}, '2014-02-14': {'RSI': '55.9453'}, '2014-02-07': {'RSI': '55.3477'}, '2014-01-31': {'RSI': '54.3728'}, '2014-01-24': {'RSI': '54.8346'}, '2014-01-17': {'RSI': '53.2258'}, '2014-01-10': {'RSI': '41.2219'}, '2014-01-03': {'RSI': '47.3224'}, '2013-12-27': {'RSI': '48.9525'}, '2013-12-20': {'RSI': '45.8021'}, '2013-12-13': {'RSI': '52.1046'}, '2013-12-06': {'RSI': '53.5947'}, '2013-11-29': {'RSI': '57.2087'}, '2013-11-22': {'RSI': '50.7937'}, '2013-11-15': {'RSI': '48.1396'}, '2013-11-08': {'RSI': '36.9382'}, '2013-11-01': {'RSI': '34.7317'}, '2013-10-25': {'RSI': '47.4266'}, '2013-10-18': {'RSI': '48.1589'}, '2013-10-11': {'RSI': '47.4956'}, '2013-10-04': {'RSI': '44.8275'}, '2013-09-27': {'RSI': '59.6330'}, '2013-09-20': {'RSI': '53.3716'}, '2013-09-13': {'RSI': '50.7693'}, '2013-09-06': {'RSI': '44.1521'}, '2013-08-30': {'RSI': '38.9328'}, '2013-08-23': {'RSI': '42.2693'}, '2013-08-16': {'RSI': '44.1681'}, '2013-08-09': {'RSI': '47.6835'}, '2013-08-02': {'RSI': '50.2373'}, '2013-07-26': {'RSI': '56.0731'}, '2013-07-19': {'RSI': '53.8911'}, '2013-07-12': {'RSI': '61.4997'}, '2013-07-05': {'RSI': '53.8048'}, '2013-06-28': {'RSI': '45.9524'}, '2013-06-21': {'RSI': '45.7548'}, '2013-06-14': {'RSI': '64.5014'}, '2013-06-07': {'RSI': '69.6371'}, '2013-05-31': {'RSI': '69.2209'}, '2013-05-24': {'RSI': '66.8491'}, '2013-05-17': {'RSI': '66.1199'}, '2013-05-10': {'RSI': '60.1093'}, '2013-05-03': {'RSI': '60.3202'}, '2013-04-26': {'RSI': '54.8556'}, '2013-04-19': {'RSI': '45.8714'}, '2013-04-12': {'RSI': '40.5471'}, '2013-04-05': {'RSI': '41.2104'}, '2013-03-28': {'RSI': '38.1534'}, '2013-03-22': {'RSI': '38.3443'}, '2013-03-15': {'RSI': '41.8085'}, '2013-03-08': {'RSI': '36.5972'}, '2013-03-01': {'RSI': '39.9184'}, '2013-02-22': {'RSI': '37.3603'}, '2013-02-15': {'RSI': '39.9431'}, '2013-02-08': {'RSI': '34.4553'}, '2013-02-01': {'RSI': '38.6224'}, '2013-01-25': {'RSI': '51.4732'}, '2013-01-18': {'RSI': '50.2468'}, '2013-01-11': {'RSI': '50.7168'}, '2013-01-04': {'RSI': '49.8337'}, '2012-12-28': {'RSI': '41.3171'}, '2012-12-21': {'RSI': '60.3326'}, '2012-12-14': {'RSI': '66.1740'}, '2012-12-07': {'RSI': '67.5981'}, '2012-11-30': {'RSI': '73.4851'}, '2012-11-23': {'RSI': '65.9095'}, '2012-11-16': {'RSI': '63.3920'}, '2012-11-09': {'RSI': '71.2889'}, '2012-11-02': {'RSI': '58.0921'}, '2012-10-26': {'RSI': '53.9651'}, '2012-10-19': {'RSI': '57.2257'}, '2012-10-12': {'RSI': '58.2821'}, '2012-10-05': {'RSI': '68.2626'}, '2012-09-28': {'RSI': '61.8481'}, '2012-09-21': {'RSI': '68.7043'}, '2012-09-14': {'RSI': '76.9666'}, '2012-09-07': {'RSI': '80.5567'}, '2012-08-31': {'RSI': '79.9557'}, '2012-08-24': {'RSI': '82.6222'}, '2012-08-17': {'RSI': '88.9763'}, '2012-08-10': {'RSI': '87.9223'}, '2012-08-03': {'RSI': '87.5020'}, '2012-07-27': {'RSI': '85.3888'}, '2012-07-20': {'RSI': '70.9383'}, '2012-07-13': {'RSI': '69.7849'}, '2012-07-06': {'RSI': '67.5738'}, '2012-06-29': {'RSI': '63.9565'}, '2012-06-22': {'RSI': '62.1764'}, '2012-06-15': {'RSI': '58.8871'}, '2012-06-08': {'RSI': '53.8728'}, '2012-06-01': {'RSI': '49.5133'}, '2012-05-25': {'RSI': '58.8454'}, '2012-05-18': {'RSI': '49.1153'}, '2012-05-11': {'RSI': '57.1581'}, '2012-05-04': {'RSI': '58.0979'}, '2012-04-27': {'RSI': '69.9427'}, '2012-04-20': {'RSI': '67.9440'}, '2012-04-13': {'RSI': '70.5998'}, '2012-04-05': {'RSI': '66.3488'}, '2012-03-30': {'RSI': '60.3381'}, '2012-03-23': {'RSI': '57.4376'}, '2012-03-16': {'RSI': '54.0237'}, '2012-03-09': {'RSI': '50.2705'}, '2012-03-02': {'RSI': '50.4316'}, '2012-02-24': {'RSI': '51.8523'}, '2012-02-17': {'RSI': '60.5832'}, '2012-02-10': {'RSI': '59.8509'}, '2012-02-03': {'RSI': '53.8559'}, '2012-01-27': {'RSI': '54.8039'}, '2012-01-20': {'RSI': '51.9338'}, '2012-01-13': {'RSI': '48.8938'}, '2012-01-06': {'RSI': '48.3752'}, '2011-12-30': {'RSI': '38.0694'}, '2011-12-23': {'RSI': '44.1659'}, '2011-12-16': {'RSI': '40.8506'}, '2011-12-09': {'RSI': '41.2555'}, '2011-12-02': {'RSI': '34.9347'}, '2011-11-25': {'RSI': '30.9064'}, '2011-11-18': {'RSI': '34.4168'}, '2011-11-11': {'RSI': '40.7865'}, '2011-11-04': {'RSI': '36.0757'}, '2011-10-28': {'RSI': '46.1175'}, '2011-10-21': {'RSI': '43.4367'}, '2011-10-14': {'RSI': '44.3347'}, '2011-10-07': {'RSI': '38.4248'}, '2011-09-30': {'RSI': '38.9181'}, '2011-09-23': {'RSI': '40.3156'}, '2011-09-16': {'RSI': '42.4248'}, '2011-09-09': {'RSI': '31.7056'}, '2011-09-02': {'RSI': '29.8242'}, '2011-08-26': {'RSI': '31.5345'}, '2011-08-19': {'RSI': '31.9110'}, '2011-08-12': {'RSI': '34.9888'}, '2011-08-05': {'RSI': '29.7772'}, '2011-07-29': {'RSI': '38.2226'}, '2011-07-22': {'RSI': '44.7109'}, '2011-07-15': {'RSI': '47.6608'}, '2011-07-08': {'RSI': '54.0376'}, '2011-07-01': {'RSI': '55.8805'}, '2011-06-24': {'RSI': '49.7055'}, '2011-06-17': {'RSI': '48.8818'}, '2011-06-10': {'RSI': '48.0819'}, '2011-06-03': {'RSI': '62.2167'}, '2011-05-27': {'RSI': '64.3744'}, '2011-05-20': {'RSI': '58.9494'}, '2011-05-13': {'RSI': '59.6478'}, '2011-05-06': {'RSI': '45.7715'}, '2011-04-29': {'RSI': '44.0746'}, '2011-04-21': {'RSI': '35.0686'}, '2011-04-15': {'RSI': '31.4900'}, '2011-04-08': {'RSI': '31.0565'}, '2011-04-01': {'RSI': '33.2217'}, '2011-03-25': {'RSI': '35.7477'}, '2011-03-18': {'RSI': '32.5233'}, '2011-03-11': {'RSI': '25.3195'}, '2011-03-04': {'RSI': '37.0181'}, '2011-02-25': {'RSI': '38.4220'}, '2011-02-18': {'RSI': '54.5458'}, '2011-02-11': {'RSI': '41.2141'}, '2011-02-04': {'RSI': '39.7459'}, '2011-01-28': {'RSI': '40.6988'}, '2011-01-21': {'RSI': '39.7101'}, '2011-01-14': {'RSI': '44.4099'}, '2011-01-07': {'RSI': '48.0788'}, '2010-12-31': {'RSI': '58.0079'}, '2010-12-23': {'RSI': '69.7382'}, '2010-12-17': {'RSI': '64.3153'}, '2010-12-10': {'RSI': '62.7692'}, '2010-12-03': {'RSI': '57.6630'}, '2010-11-26': {'RSI': '38.2285'}, '2010-11-19': {'RSI': '36.3673'}, '2010-11-12': {'RSI': '34.0576'}, '2010-11-05': {'RSI': '36.1126'}, '2010-10-29': {'RSI': '35.0014'}, '2010-10-22': {'RSI': '33.8439'}, '2010-10-15': {'RSI': '41.0873'}, '2010-10-08': {'RSI': '44.0509'}, '2010-10-01': {'RSI': '45.4244'}, '2010-09-24': {'RSI': '41.2026'}, '2010-09-17': {'RSI': '43.5369'}, '2010-09-10': {'RSI': '45.3307'}, '2010-09-03': {'RSI': '51.5427'}, '2010-08-27': {'RSI': '48.5781'}, '2010-08-20': {'RSI': '48.1444'}, '2010-08-13': {'RSI': '48.0129'}, '2010-08-06': {'RSI': '52.8382'}, '2010-07-30': {'RSI': '55.1125'}, '2010-07-23': {'RSI': '58.6283'}, '2010-07-16': {'RSI': '52.9101'}, '2010-07-09': {'RSI': '49.1520'}, '2010-07-02': {'RSI': '40.7624'}, '2010-06-25': {'RSI': '50.3483'}, '2010-06-18': {'RSI': '50.5570'}, '2010-06-11': {'RSI': '53.6438'}, '2010-06-04': {'RSI': '54.2231'}, '2010-05-28': {'RSI': '58.7361'}, '2010-05-21': {'RSI': '57.6271'}, '2010-05-14': {'RSI': '72.6943'}, '2010-05-07': {'RSI': '63.3615'}, '2010-04-30': {'RSI': '69.4793'}, '2010-04-23': {'RSI': '67.6927'}, '2010-04-16': {'RSI': '64.9820'}, '2010-04-09': {'RSI': '61.2196'}, '2010-04-01': {'RSI': '56.1291'}, '2010-03-26': {'RSI': '49.4899'}, '2010-03-19': {'RSI': '55.4183'}, '2010-03-12': {'RSI': '55.0183'}, '2010-03-05': {'RSI': '52.2981'}, '2010-02-26': {'RSI': '45.8569'}, '2010-02-19': {'RSI': '46.8716'}, '2010-02-12': {'RSI': '39.9704'}, '2010-02-05': {'RSI': '33.2412'}, '2010-01-29': {'RSI': '32.6204'}, '2010-01-22': {'RSI': '35.9777'}, '2010-01-15': {'RSI': '42.5949'}, '2010-01-08': {'RSI': '67.2815'}, '2009-12-31': {'RSI': '66.5878'}, '2009-12-24': {'RSI': '88.1511'}, '2009-12-18': {'RSI': '85.0767'}, '2009-12-11': {'RSI': '84.4829'}, '2009-12-04': {'RSI': '86.4414'}, '2009-11-27': {'RSI': '79.7290'}, '2009-11-20': {'RSI': '79.6738'}, '2009-11-13': {'RSI': '79.7389'}, '2009-11-06': {'RSI': '78.9968'}, '2009-10-30': {'RSI': '70.4823'}, '2009-10-23': {'RSI': '79.8461'}, '2009-10-16': {'RSI': '83.7789'}, '2009-10-09': {'RSI': '81.4163'}, '2009-10-02': {'RSI': '75.0466'}, '2009-09-25': {'RSI': '75.9970'}, '2009-09-18': {'RSI': '83.1873'}, '2009-09-11': {'RSI': '81.4325'}, '2009-09-04': {'RSI': '78.2814'}, '2009-08-28': {'RSI': '84.0413'}, '2009-08-21': {'RSI': '80.5890'}, '2009-08-14': {'RSI': '79.9237'}, '2009-08-07': {'RSI': '74.2362'}, '2009-07-31': {'RSI': '82.0971'}, '2009-07-24': {'RSI': '80.5916'}, '2009-07-17': {'RSI': '77.1297'}, '2009-07-10': {'RSI': '67.0926'}, '2009-07-02': {'RSI': '69.1461'}, '2009-06-26': {'RSI': '71.2056'}, '2009-06-19': {'RSI': '63.7571'}, '2009-06-12': {'RSI': '62.6220'}, '2009-06-05': {'RSI': '79.3412'}, '2009-05-29': {'RSI': '76.6623'}, '2009-05-22': {'RSI': '75.5195'}, '2009-05-15': {'RSI': '70.8012'}, '2009-05-08': {'RSI': '61.3555'}, '2009-05-01': {'RSI': '64.8903'}, '2009-04-24': {'RSI': '52.0235'}, '2009-04-17': {'RSI': '47.8993'}, '2009-04-09': {'RSI': '47.3334'}, '2009-04-03': {'RSI': '41.8788'}, '2009-03-27': {'RSI': '38.2834'}, '2009-03-20': {'RSI': '37.7054'}, '2009-03-13': {'RSI': '44.4497'}, '2009-03-06': {'RSI': '38.0196'}, '2009-02-27': {'RSI': '38.5739'}, '2009-02-20': {'RSI': '39.0219'}, '2009-02-13': {'RSI': '64.2573'}, '2009-02-06': {'RSI': '70.4979'}, '2009-01-30': {'RSI': '71.1195'}, '2009-01-23': {'RSI': '65.4262'}, '2009-01-16': {'RSI': '55.6648'}, '2009-01-09': {'RSI': '55.8025'}, '2009-01-02': {'RSI': '56.1776'}, '2008-12-26': {'RSI': '50.1451'}, '2008-12-19': {'RSI': '50.9874'}, '2008-12-12': {'RSI': '46.3216'}, '2008-12-05': {'RSI': '39.9460'}, '2008-11-28': {'RSI': '38.5634'}, '2008-11-21': {'RSI': '29.7025'}, '2008-11-14': {'RSI': '37.8452'}, '2008-11-07': {'RSI': '39.1215'}, '2008-10-31': {'RSI': '43.3119'}, '2008-10-24': {'RSI': '37.0005'}, '2008-10-17': {'RSI': '37.7863'}, '2008-10-10': {'RSI': '31.8667'}, '2008-10-03': {'RSI': '43.8955'}, '2008-09-26': {'RSI': '52.6084'}, '2008-09-19': {'RSI': '67.0414'}, '2008-09-12': {'RSI': '84.8775'}, '2008-09-05': {'RSI': '84.8775'}, '2008-08-29': {'RSI': '83.4997'}, '2008-08-22': {'RSI': '82.9587'}, '2008-08-15': {'RSI': '78.9789'}, '2008-08-08': {'RSI': '70.6456'}, '2008-08-01': {'RSI': '56.0054'}, '2008-07-25': {'RSI': '51.7645'}, '2008-07-18': {'RSI': '49.4566'}, '2008-07-11': {'RSI': '46.4594'}, '2008-07-03': {'RSI': '47.4330'}, '2008-06-27': {'RSI': '63.4762'}, '2008-06-20': {'RSI': '71.2447'}, '2008-06-13': {'RSI': '76.1367'}, '2008-06-06': {'RSI': '76.0309'}, '2008-05-30': {'RSI': '73.8386'}, '2008-05-23': {'RSI': '59.0834'}, '2008-05-16': {'RSI': '60.4168'}, '2008-05-09': {'RSI': '58.0751'}, '2008-05-02': {'RSI': '50.9529'}, '2008-04-25': {'RSI': '52.2852'}, '2008-04-18': {'RSI': '51.1353'}, '2008-04-11': {'RSI': '53.9434'}, '2008-04-04': {'RSI': '52.3741'}, '2008-03-28': {'RSI': '44.0030'}, '2008-03-20': {'RSI': '36.8285'}, '2008-03-14': {'RSI': '38.0832'}, '2008-03-07': {'RSI': '38.0832'}, '2008-02-29': {'RSI': '40.7542'}, '2008-02-22': {'RSI': '37.6469'}, '2008-02-15': {'RSI': '45.3539'}, '2008-02-08': {'RSI': '40.0343'}, '2008-02-01': {'RSI': '48.5395'}, '2008-01-25': {'RSI': '42.1591'}, '2008-01-18': {'RSI': '36.2289'}, '2008-01-11': {'RSI': '41.4277'}, '2008-01-04': {'RSI': '45.5832'}, '2007-12-28': {'RSI': '36.5077'}, '2007-12-21': {'RSI': '17.6388'}, '2007-12-14': {'RSI': '16.0910'}, '2007-12-07': {'RSI': '17.0270'}, '2007-11-30': {'RSI': '18.5184'}, '2007-11-23': {'RSI': '19.1995'}, '2007-11-16': {'RSI': '20.0090'}, '2007-11-09': {'RSI': '20.7239'}, '2007-11-02': {'RSI': '25.5763'}, '2007-10-26': {'RSI': '21.9524'}, '2007-10-19': {'RSI': '23.0398'}, '2007-10-12': {'RSI': '26.3067'}, '2007-10-05': {'RSI': '28.1489'}, '2007-09-28': {'RSI': '25.3251'}, '2007-09-21': {'RSI': '28.9032'}, '2007-09-14': {'RSI': '29.2575'}, '2007-09-07': {'RSI': '32.9880'}, '2007-08-31': {'RSI': '32.9880'}, '2007-08-24': {'RSI': '34.7382'}, '2007-08-17': {'RSI': '32.3143'}, '2007-08-10': {'RSI': '38.6954'}, '2007-08-03': {'RSI': '37.1869'}, '2007-07-27': {'RSI': '40.2151'}, '2007-07-20': {'RSI': '46.7677'}, '2007-07-13': {'RSI': '51.4069'}, '2007-07-06': {'RSI': '54.1886'}, '2007-06-29': {'RSI': '56.4601'}, '2007-06-22': {'RSI': '59.4091'}, '2007-06-15': {'RSI': '57.3226'}, '2007-06-08': {'RSI': '57.1702'}, '2007-06-01': {'RSI': '60.3719'}, '2007-05-25': {'RSI': '43.8073'}, '2007-05-18': {'RSI': '34.3356'}, '2007-05-11': {'RSI': '35.2757'}, '2007-05-04': {'RSI': '38.8877'}, '2007-04-27': {'RSI': '42.2227'}, '2007-04-20': {'RSI': '39.2062'}, '2007-04-13': {'RSI': '34.7795'}, '2007-04-05': {'RSI': '36.2410'}, '2007-03-30': {'RSI': '35.8366'}, '2007-03-23': {'RSI': '28.8274'}, '2007-03-16': {'RSI': '29.8041'}, '2007-03-09': {'RSI': '29.4298'}, '2007-03-02': {'RSI': '35.9401'}, '2007-02-23': {'RSI': '37.7310'}, '2007-02-16': {'RSI': '38.2552'}, '2007-02-09': {'RSI': '31.4785'}, '2007-02-02': {'RSI': '39.1176'}, '2007-01-26': {'RSI': '38.8068'}, '2007-01-19': {'RSI': '41.4238'}, '2007-01-12': {'RSI': '42.5990'}, '2007-01-05': {'RSI': '49.4120'}, '2006-12-29': {'RSI': '55.1118'}, '2006-12-22': {'RSI': '51.5884'}, '2006-12-15': {'RSI': '54.9569'}, '2006-12-08': {'RSI': '59.3937'}, '2006-12-01': {'RSI': '63.1241'}, '2006-11-24': {'RSI': '53.5730'}, '2006-11-17': {'RSI': '42.8271'}, '2006-11-10': {'RSI': '37.8353'}, '2006-11-03': {'RSI': '36.1633'}, '2006-10-27': {'RSI': '38.5576'}, '2006-10-20': {'RSI': '41.2222'}, '2006-10-13': {'RSI': '41.9976'}, '2006-10-06': {'RSI': '37.0015'}, '2006-09-29': {'RSI': '32.5354'}, '2006-09-22': {'RSI': '32.2510'}, '2006-09-15': {'RSI': '30.0210'}, '2006-09-08': {'RSI': '32.3483'}, '2006-09-01': {'RSI': '39.0212'}, '2006-08-25': {'RSI': '37.8677'}, '2006-08-18': {'RSI': '40.7541'}, '2006-08-11': {'RSI': '64.1562'}, '2006-08-04': {'RSI': '58.1303'}, '2006-07-28': {'RSI': '55.1327'}, '2006-07-21': {'RSI': '70.7537'}, '2006-07-14': {'RSI': '72.8260'}, '2006-07-07': {'RSI': '77.5429'}, '2006-06-30': {'RSI': '74.7182'}, '2006-06-23': {'RSI': '71.7418'}, '2006-06-16': {'RSI': '71.6858'}, '2006-06-09': {'RSI': '77.7994'}, '2006-06-02': {'RSI': '94.5385'}, '2006-05-26': {'RSI': '93.7518'}, '2006-05-19': {'RSI': '92.1086'}, '2006-05-12': {'RSI': '85.9395'}, '2006-05-05': {'RSI': '88.1489'}, '2006-04-28': {'RSI': '86.7471'}, '2006-04-21': {'RSI': '81.6074'}, '2006-04-13': {'RSI': '76.8449'}, '2006-04-07': {'RSI': '79.4637'}, '2006-03-31': {'RSI': '79.1902'}, '2006-03-24': {'RSI': '71.6592'}, '2006-03-17': {'RSI': '75.1562'}, '2006-03-10': {'RSI': '61.5616'}, '2006-03-03': {'RSI': '70.3991'}, '2006-02-24': {'RSI': '71.1058'}, '2006-02-17': {'RSI': '68.2361'}, '2006-02-10': {'RSI': '64.1806'}, '2006-02-03': {'RSI': '76.9842'}, '2006-01-27': {'RSI': '71.3782'}, '2006-01-20': {'RSI': '65.5961'}, '2006-01-13': {'RSI': '66.1188'}, '2006-01-06': {'RSI': '67.8210'}, '2005-12-30': {'RSI': '59.1715'}, '2005-12-23': {'RSI': '62.7281'}, '2005-12-16': {'RSI': '60.4458'}, '2005-12-09': {'RSI': '63.9714'}, '2005-12-02': {'RSI': '70.4425'}, '2005-11-25': {'RSI': '64.0056'}, '2005-11-18': {'RSI': '67.8757'}, '2005-11-11': {'RSI': '65.1494'}, '2005-11-04': {'RSI': '56.4776'}, '2005-10-28': {'RSI': '43.3735'}, '2005-10-21': {'RSI': '44.9450'}, '2005-10-14': {'RSI': '48.0807'}, '2005-10-07': {'RSI': '47.4622'}, '2005-09-30': {'RSI': '46.7002'}, '2005-09-23': {'RSI': '44.5279'}, '2005-09-16': {'RSI': '47.8951'}, '2005-09-09': {'RSI': '49.6584'}, '2005-09-02': {'RSI': '50.7801'}, '2005-08-26': {'RSI': '48.2831'}, '2005-08-19': {'RSI': '51.2382'}, '2005-08-12': {'RSI': '51.2382'}, '2005-08-05': {'RSI': '85.5017'}, '2005-07-29': {'RSI': '85.2732'}, '2005-07-22': {'RSI': '87.7622'}, '2005-07-15': {'RSI': '85.1954'}, '2005-07-08': {'RSI': '75.1903'}, '2005-07-01': {'RSI': '47.6287'}, '2005-06-24': {'RSI': '41.3838'}, '2005-06-17': {'RSI': '45.1076'}, '2005-06-10': {'RSI': '40.2705'}, '2005-06-03': {'RSI': '44.8996'}, '2005-05-27': {'RSI': '42.1367'}, '2005-05-20': {'RSI': '43.4438'}, '2005-05-13': {'RSI': '44.0587'}, '2005-05-06': {'RSI': '49.4095'}, '2005-04-29': {'RSI': '44.7953'}, '2005-04-22': {'RSI': '46.2557'}, '2005-04-15': {'RSI': '45.2926'}, '2005-04-08': {'RSI': '50.1450'}, '2005-04-01': {'RSI': '35.2246'}, '2005-03-24': {'RSI': '32.6951'}, '2005-03-18': {'RSI': '37.5317'}, '2005-03-11': {'RSI': '25.3309'}, '2005-03-04': {'RSI': '27.8712'}, '2005-02-25': {'RSI': '31.3019'}, '2005-02-18': {'RSI': '33.2521'}, '2005-02-11': {'RSI': '36.1826'}, '2005-02-04': {'RSI': '36.8573'}, '2005-01-28': {'RSI': '36.1429'}, '2005-01-21': {'RSI': '38.9167'}, '2005-01-14': {'RSI': '41.5839'}, '2005-01-07': {'RSI': '39.5771'}, '2004-12-31': {'RSI': '39.9298'}, '2004-12-23': {'RSI': '44.3796'}, '2004-12-17': {'RSI': '39.7901'}, '2004-12-10': {'RSI': '36.3046'}, '2004-12-03': {'RSI': '35.3422'}, '2004-11-26': {'RSI': '36.0781'}, '2004-11-19': {'RSI': '36.6505'}, '2004-11-12': {'RSI': '39.3474'}, '2004-11-05': {'RSI': '39.8979'}, '2004-10-29': {'RSI': '36.8778'}, '2004-10-22': {'RSI': '38.6245'}, '2004-10-15': {'RSI': '46.5648'}, '2004-10-08': {'RSI': '54.6857'}, '2004-10-01': {'RSI': '49.4866'}, '2004-09-24': {'RSI': '41.3044'}, '2004-09-17': {'RSI': '43.9125'}, '2004-09-10': {'RSI': '23.0382'}, '2004-09-03': {'RSI': '21.0226'}, '2004-08-27': {'RSI': '21.5301'}, '2004-08-20': {'RSI': '21.3164'}, '2004-08-13': {'RSI': '14.1642'}, '2004-08-06': {'RSI': '15.6726'}, '2004-07-30': {'RSI': '16.2569'}, '2004-07-23': {'RSI': '16.6289'}, '2004-07-16': {'RSI': '17.1225'}, '2004-07-09': {'RSI': '17.3208'}, '2004-07-02': {'RSI': '21.5989'}, '2004-06-25': {'RSI': '22.4299'}, '2004-06-18': {'RSI': '18.7270'}, '2004-06-10': {'RSI': '23.5412'}, '2004-06-04': {'RSI': '19.3052'}, '2004-05-28': {'RSI': '26.6341'}, '2004-05-21': {'RSI': '26.9430'}, '2004-05-14': {'RSI': '27.8741'}, '2004-05-07': {'RSI': '26.2981'}, '2004-04-30': {'RSI': '28.3235'}, '2004-04-23': {'RSI': '34.1887'}, '2004-04-16': {'RSI': '34.6452'}, '2004-04-08': {'RSI': '34.8848'}, '2004-04-02': {'RSI': '32.2495'}, '2004-03-26': {'RSI': '33.4686'}, '2004-03-19': {'RSI': '34.4532'}, '2004-03-12': {'RSI': '37.9984'}, '2004-03-05': {'RSI': '40.2660'}, '2004-02-27': {'RSI': '35.5755'}, '2004-02-20': {'RSI': '28.4463'}, '2004-02-13': {'RSI': '28.5787'}, '2004-02-06': {'RSI': '28.9731'}, '2004-01-30': {'RSI': '29.7987'}, '2004-01-23': {'RSI': '45.3041'}, '2004-01-16': {'RSI': '40.3998'}, '2004-01-09': {'RSI': '43.8895'}, '2004-01-02': {'RSI': '48.0730'}, '2003-12-26': {'RSI': '47.4722'}, '2003-12-19': {'RSI': '49.8607'}, '2003-12-12': {'RSI': '52.4961'}, '2003-12-05': {'RSI': '53.1907'}, '2003-11-28': {'RSI': '54.1113'}, '2003-11-21': {'RSI': '55.7167'}, '2003-11-14': {'RSI': '50.0579'}, '2003-11-07': {'RSI': '69.5082'}, '2003-10-31': {'RSI': '61.9059'}, '2003-10-24': {'RSI': '59.2194'}, '2003-10-17': {'RSI': '65.8839'}, '2003-10-10': {'RSI': '64.6555'}, '2003-10-03': {'RSI': '58.9552'}, '2003-09-26': {'RSI': '49.2879'}, '2003-09-19': {'RSI': '56.9476'}, '2003-09-12': {'RSI': '56.6566'}, '2003-09-05': {'RSI': '60.9181'}, '2003-08-29': {'RSI': '56.8077'}, '2003-08-22': {'RSI': '57.5376'}, '2003-08-15': {'RSI': '57.8981'}, '2003-08-08': {'RSI': '59.5780'}, '2003-08-01': {'RSI': '65.0634'}, '2003-07-25': {'RSI': '58.9177'}, '2003-07-18': {'RSI': '78.7087'}, '2003-07-11': {'RSI': '79.0776'}, '2003-07-03': {'RSI': '67.3813'}, '2003-06-27': {'RSI': '66.9906'}, '2003-06-20': {'RSI': '72.1230'}, '2003-06-13': {'RSI': '71.0020'}, '2003-06-06': {'RSI': '91.2648'}, '2003-05-30': {'RSI': '88.9522'}, '2003-05-23': {'RSI': '86.7306'}, '2003-05-16': {'RSI': '82.6478'}, '2003-05-09': {'RSI': '80.5438'}, '2003-05-02': {'RSI': '75.4748'}, '2003-04-25': {'RSI': '67.0753'}, '2003-04-17': {'RSI': '61.8933'}, '2003-04-11': {'RSI': '63.3898'}, '2003-04-04': {'RSI': '55.2006'}, '2003-03-28': {'RSI': '49.6498'}, '2003-03-21': {'RSI': '59.1068'}, '2003-03-14': {'RSI': '56.5086'}, '2003-03-07': {'RSI': '59.9359'}, '2003-02-28': {'RSI': '64.5303'}, '2003-02-21': {'RSI': '57.7250'}, '2003-02-14': {'RSI': '55.4154'}, '2003-02-07': {'RSI': '55.3108'}, '2003-01-31': {'RSI': '59.4549'}, '2003-01-24': {'RSI': '54.7380'}, '2003-01-17': {'RSI': '72.6318'}, '2003-01-10': {'RSI': '86.6537'}, '2003-01-03': {'RSI': '86.5474'}, '2002-12-27': {'RSI': '86.7546'}, '2002-12-20': {'RSI': '77.2427'}, '2002-12-13': {'RSI': '67.4972'}, '2002-12-06': {'RSI': '70.5170'}, '2002-11-29': {'RSI': '67.7937'}, '2002-11-22': {'RSI': '68.0631'}, '2002-11-15': {'RSI': '79.7604'}, '2002-11-08': {'RSI': '91.1020'}, '2002-11-01': {'RSI': '87.3137'}, '2002-10-25': {'RSI': '81.6534'}, '2002-10-18': {'RSI': '82.7249'}, '2002-10-11': {'RSI': '79.0053'}, '2002-10-04': {'RSI': '71.9352'}, '2002-09-27': {'RSI': '77.3449'}, '2002-09-20': {'RSI': '76.0860'}, '2002-09-13': {'RSI': '73.2157'}, '2002-09-06': {'RSI': '63.1243'}, '2002-08-30': {'RSI': '62.7923'}, '2002-08-23': {'RSI': '67.7320'}, '2002-08-16': {'RSI': '64.9768'}, '2002-08-09': {'RSI': '80.4283'}, '2002-08-02': {'RSI': '63.0133'}, '2002-07-26': {'RSI': '63.0133'}, '2002-07-19': {'RSI': '46.0438'}, '2002-07-12': {'RSI': '55.6118'}, '2002-07-05': {'RSI': '61.3486'}, '2002-06-28': {'RSI': '57.3929'}, '2002-06-21': {'RSI': '48.9248'}, '2002-06-14': {'RSI': '46.8106'}, '2002-06-07': {'RSI': '51.6182'}, '2002-05-31': {'RSI': '54.6491'}, '2002-05-24': {'RSI': '56.6447'}, '2002-05-17': {'RSI': '59.5819'}, '2002-05-10': {'RSI': '61.4951'}, '2002-05-03': {'RSI': '59.7503'}, '2002-04-26': {'RSI': '65.0567'}, '2002-04-19': {'RSI': '60.2965'}, '2002-04-12': {'RSI': '61.9853'}, '2002-04-05': {'RSI': '63.5882'}, '2002-03-28': {'RSI': '63.5882'}, '2002-03-22': {'RSI': '62.4071'}, '2002-03-15': {'RSI': '76.5635'}, '2002-03-08': {'RSI': '77.3951'}, '2002-03-01': {'RSI': '69.2893'}, '2002-02-22': {'RSI': '64.1467'}, '2002-02-15': {'RSI': '67.5396'}, '2002-02-08': {'RSI': '81.0423'}, '2002-02-01': {'RSI': '70.3851'}, '2002-01-25': {'RSI': '63.0385'}, '2002-01-18': {'RSI': '62.2727'}, '2002-01-11': {'RSI': '60.8114'}, '2002-01-04': {'RSI': '48.1609'}, '2001-12-28': {'RSI': '47.0623'}, '2001-12-21': {'RSI': '43.8495'}, '2001-12-14': {'RSI': '47.2938'}, '2001-12-07': {'RSI': '44.3428'}, '2001-11-30': {'RSI': '53.2946'}, '2001-11-23': {'RSI': '42.9246'}, '2001-11-16': {'RSI': '42.9246'}, '2001-11-09': {'RSI': '45.3726'}, '2001-11-02': {'RSI': '52.5677'}, '2001-10-26': {'RSI': '45.7991'}, '2001-10-19': {'RSI': '54.8575'}, '2001-10-12': {'RSI': '29.9016'}, '2001-10-05': {'RSI': '29.9016'}, '2001-09-28': {'RSI': '34.1493'}, '2001-09-21': {'RSI': '35.0454'}, '2001-09-10': {'RSI': '44.5050'}, '2001-09-07': {'RSI': '44.5050'}, '2001-08-31': {'RSI': '50.6582'}, '2001-08-24': {'RSI': '43.6459'}, '2001-08-17': {'RSI': '50.0472'}, '2001-08-10': {'RSI': '50.0472'}, '2001-08-03': {'RSI': '50.0472'}, '2001-07-27': {'RSI': '50.0472'}, '2001-07-20': {'RSI': '54.2212'}, '2001-07-13': {'RSI': '44.9186'}, '2001-07-06': {'RSI': '56.3743'}, '2001-06-29': {'RSI': '48.0231'}, '2001-06-22': {'RSI': '50.5094'}, '2001-06-15': {'RSI': '55.7002'}, '2001-06-08': {'RSI': '54.6516'}, '2001-06-01': {'RSI': '53.6645'}, '2001-05-25': {'RSI': '53.6645'}, '2001-05-18': {'RSI': '56.6615'}, '2001-05-11': {'RSI': '55.1590'}, '2001-05-04': {'RSI': '51.3651'}, '2001-04-27': {'RSI': '57.4943'}, '2001-04-20': {'RSI': '56.1488'}, '2001-04-12': {'RSI': '48.8645'}, '2001-04-06': {'RSI': '50.3706'}, '2001-03-30': {'RSI': '62.5083'}, '2001-03-23': {'RSI': '52.1258'}, '2001-03-16': {'RSI': '53.0706'}, '2001-03-09': {'RSI': '57.7837'}, '2001-03-02': {'RSI': '50.6895'}, '2001-02-23': {'RSI': '57.4470'}, '2001-02-16': {'RSI': '70.7947'}, '2001-02-09': {'RSI': '66.3118'}, '2001-02-02': {'RSI': '46.1009'}, '2001-01-26': {'RSI': '50.3975'}, '2001-01-19': {'RSI': '45.8559'}, '2001-01-12': {'RSI': '40.9935'}, '2001-01-05': {'RSI': '44.5981'}, '2000-12-29': {'RSI': '36.1805'}, '2000-12-22': {'RSI': '41.9116'}, '2000-12-15': {'RSI': '41.9116'}, '2000-12-08': {'RSI': '45.4073'}, '2000-12-01': {'RSI': '45.4073'}, '2000-11-24': {'RSI': '45.4073'}, '2000-11-17': {'RSI': '46.3466'}, '2000-11-10': {'RSI': '46.3466'}, '2000-11-03': {'RSI': '46.3466'}, '2000-10-27': {'RSI': '50.1262'}, '2000-10-20': {'RSI': '45.3093'}, '2000-10-13': {'RSI': '45.3093'}, '2000-10-06': {'RSI': '47.1538'}, '2000-09-29': {'RSI': '50.8821'}, '2000-09-22': {'RSI': '65.6837'}, '2000-09-15': {'RSI': '60.8255'}, '2000-09-08': {'RSI': '46.4107'}, '2000-09-01': {'RSI': '41.2945'}, '2000-08-25': {'RSI': '41.2945'}, '2000-08-18': {'RSI': '44.7555'}, '2000-08-11': {'RSI': '44.7555'}, '2000-08-04': {'RSI': '39.8559'}, '2000-07-28': {'RSI': '47.4272'}, '2000-07-21': {'RSI': '45.0798'}, '2000-07-14': {'RSI': '45.0798'}, '2000-07-07': {'RSI': '53.4581'}, '2000-06-30': {'RSI': '53.4581'}, '2000-06-23': {'RSI': '45.2098'}, '2000-06-16': {'RSI': '46.9375'}, '2000-06-09': {'RSI': '53.0153'}, '2000-06-02': {'RSI': '39.6531'}, '2000-05-26': {'RSI': '45.1240'}, '2000-05-19': {'RSI': '40.1713'}, '2000-05-12': {'RSI': '40.1713'}, '2000-05-05': {'RSI': '41.6954'}, '2000-04-28': {'RSI': '39.6342'}, '2000-04-20': {'RSI': '47.7343'}, '2000-04-14': {'RSI': '43.1603'}, '2000-04-07': {'RSI': '50.5552'}, '2000-03-31': {'RSI': '50.5552'}, '2000-03-24': {'RSI': '52.2279'}, '2000-03-17': {'RSI': '53.8308'}, '2000-03-10': {'RSI': '56.9786'}, '2000-03-03': {'RSI': '62.4568'}, '2000-02-25': {'RSI': '61.1108'}, '2000-02-18': {'RSI': '54.5045'}, '2000-02-11': {'RSI': '62.4625'}, '2000-02-04': {'RSI': '54.0000'}, '2000-01-28': {'RSI': '59.1429'}, '2000-01-21': {'RSI': '62.7273'}}}\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'Meta Data': {'1: Symbol': 'SENS', '2: Indicator': 'Relative Strength Index (RSI)', '3: Last Refreshed': '2021-06-14', '4: Interval': 'weekly', '5: Time Period': 10, '6: Series Type': 'close', '7: Time Zone': 'US/Eastern Time'}, 'Technical Analysis: RSI': {'2021-06-14': {'RSI': '71.1539'}, '2021-06-11': {'RSI': '72.1332'}, '2021-06-04': {'RSI': '61.6946'}, '2021-05-28': {'RSI': '48.2005'}, '2021-05-21': {'RSI': '47.0146'}, '2021-05-14': {'RSI': '45.5180'}, '2021-05-07': {'RSI': '44.9936'}, '2021-04-30': {'RSI': '48.1943'}, '2021-04-23': {'RSI': '46.4040'}, '2021-04-16': {'RSI': '44.8311'}, '2021-04-09': {'RSI': '50.2620'}, '2021-04-01': {'RSI': '53.3650'}, '2021-03-26': {'RSI': '55.5513'}, '2021-03-19': {'RSI': '62.7668'}, '2021-03-12': {'RSI': '61.8410'}, '2021-03-05': {'RSI': '55.6096'}, '2021-02-26': {'RSI': '69.5311'}, '2021-02-19': {'RSI': '97.9348'}, '2021-02-12': {'RSI': '97.5908'}, '2021-02-05': {'RSI': '96.2327'}, '2021-01-29': {'RSI': '94.6463'}, '2021-01-22': {'RSI': '94.4552'}, '2021-01-15': {'RSI': '90.8994'}, '2021-01-08': {'RSI': '79.1216'}, '2020-12-31': {'RSI': '79.8121'}, '2020-12-24': {'RSI': '84.6018'}, '2020-12-18': {'RSI': '48.2058'}, '2020-12-11': {'RSI': '49.8267'}, '2020-12-04': {'RSI': '51.7641'}, '2020-11-27': {'RSI': '37.4406'}, '2020-11-20': {'RSI': '37.8518'}, '2020-11-13': {'RSI': '40.9440'}, '2020-11-06': {'RSI': '44.3405'}, '2020-10-30': {'RSI': '35.4250'}, '2020-10-23': {'RSI': '36.7495'}, '2020-10-16': {'RSI': '34.9899'}, '2020-10-09': {'RSI': '38.2937'}, '2020-10-02': {'RSI': '37.8797'}, '2020-09-25': {'RSI': '33.0265'}, '2020-09-18': {'RSI': '33.5674'}, '2020-09-11': {'RSI': '36.8457'}, '2020-09-04': {'RSI': '37.8580'}, '2020-08-28': {'RSI': '43.5394'}, '2020-08-21': {'RSI': '43.3816'}, '2020-08-14': {'RSI': '47.6539'}, '2020-08-07': {'RSI': '42.6342'}, '2020-07-31': {'RSI': '42.7965'}, '2020-07-24': {'RSI': '39.6729'}, '2020-07-17': {'RSI': '37.0235'}, '2020-07-10': {'RSI': '35.7538'}, '2020-07-02': {'RSI': '29.0863'}, '2020-06-26': {'RSI': '31.0177'}, '2020-06-19': {'RSI': '31.5436'}, '2020-06-12': {'RSI': '31.4943'}, '2020-06-05': {'RSI': '34.5048'}, '2020-05-29': {'RSI': '33.5965'}, '2020-05-22': {'RSI': '33.4335'}, '2020-05-15': {'RSI': '33.9588'}, '2020-05-08': {'RSI': '35.8669'}, '2020-05-01': {'RSI': '36.0449'}, '2020-04-24': {'RSI': '38.0729'}, '2020-04-17': {'RSI': '40.8204'}, '2020-04-09': {'RSI': '40.0977'}, '2020-04-03': {'RSI': '33.2203'}, '2020-03-27': {'RSI': '36.6489'}, '2020-03-20': {'RSI': '35.6384'}, '2020-03-13': {'RSI': '41.2417'}, '2020-03-06': {'RSI': '68.5096'}, '2020-02-28': {'RSI': '66.5416'}, '2020-02-21': {'RSI': '69.1339'}, '2020-02-14': {'RSI': '55.4734'}, '2020-02-07': {'RSI': '44.4555'}, '2020-01-31': {'RSI': '36.5237'}, '2020-01-24': {'RSI': '38.6573'}, '2020-01-17': {'RSI': '43.5655'}, '2020-01-10': {'RSI': '34.1223'}, '2020-01-03': {'RSI': '36.7181'}, '2019-12-27': {'RSI': '37.4931'}, '2019-12-20': {'RSI': '39.0605'}, '2019-12-13': {'RSI': '41.0625'}, '2019-12-06': {'RSI': '41.3631'}, '2019-11-29': {'RSI': '43.4150'}, '2019-11-22': {'RSI': '39.0146'}, '2019-11-15': {'RSI': '33.4864'}, '2019-11-08': {'RSI': '42.4092'}, '2019-11-01': {'RSI': '48.0536'}, '2019-10-25': {'RSI': '41.6462'}, '2019-10-18': {'RSI': '32.7015'}, '2019-10-11': {'RSI': '22.2527'}, '2019-10-04': {'RSI': '24.3388'}, '2019-09-27': {'RSI': '26.0509'}, '2019-09-20': {'RSI': '27.7718'}, '2019-09-13': {'RSI': '29.2195'}, '2019-09-06': {'RSI': '28.5491'}, '2019-08-30': {'RSI': '23.3197'}, '2019-08-23': {'RSI': '23.9103'}, '2019-08-16': {'RSI': '24.4680'}, '2019-08-09': {'RSI': '26.1126'}, '2019-08-02': {'RSI': '22.4647'}, '2019-07-26': {'RSI': '23.9873'}, '2019-07-19': {'RSI': '21.5959'}, '2019-07-12': {'RSI': '29.4285'}, '2019-07-05': {'RSI': '34.4534'}, '2019-06-28': {'RSI': '40.7095'}, '2019-06-21': {'RSI': '39.2922'}, '2019-06-14': {'RSI': '38.8537'}, '2019-06-07': {'RSI': '34.6024'}, '2019-05-31': {'RSI': '36.4258'}, '2019-05-24': {'RSI': '37.3106'}, '2019-05-17': {'RSI': '38.3588'}, '2019-05-10': {'RSI': '39.7665'}, '2019-05-03': {'RSI': '45.0843'}, '2019-04-26': {'RSI': '44.0061'}, '2019-04-18': {'RSI': '31.9872'}, '2019-04-12': {'RSI': '34.1300'}, '2019-04-05': {'RSI': '36.4999'}, '2019-03-29': {'RSI': '40.6760'}, '2019-03-22': {'RSI': '41.9920'}, '2019-03-15': {'RSI': '43.0669'}, '2019-03-08': {'RSI': '49.3155'}, '2019-03-01': {'RSI': '57.5076'}, '2019-02-22': {'RSI': '44.9289'}, '2019-02-15': {'RSI': '34.8263'}, '2019-02-08': {'RSI': '31.2809'}, '2019-02-01': {'RSI': '33.0614'}, '2019-01-25': {'RSI': '38.2240'}, '2019-01-18': {'RSI': '38.7879'}, '2019-01-11': {'RSI': '37.6847'}, '2019-01-04': {'RSI': '39.9529'}, '2018-12-28': {'RSI': '35.9902'}, '2018-12-21': {'RSI': '34.2826'}, '2018-12-14': {'RSI': '37.3579'}, '2018-12-07': {'RSI': '39.2042'}, '2018-11-30': {'RSI': '45.2411'}, '2018-11-23': {'RSI': '35.6922'}, '2018-11-16': {'RSI': '37.6625'}, '2018-11-09': {'RSI': '43.9172'}, '2018-11-02': {'RSI': '49.0299'}, '2018-10-26': {'RSI': '47.5649'}, '2018-10-19': {'RSI': '45.0785'}, '2018-10-12': {'RSI': '42.8123'}, '2018-10-05': {'RSI': '48.0256'}, '2018-09-28': {'RSI': '65.1149'}, '2018-09-21': {'RSI': '58.8945'}, '2018-09-14': {'RSI': '60.0144'}, '2018-09-07': {'RSI': '60.4280'}, '2018-08-31': {'RSI': '55.9157'}, '2018-08-24': {'RSI': '44.0930'}, '2018-08-17': {'RSI': '50.5527'}, '2018-08-10': {'RSI': '57.2642'}, '2018-08-03': {'RSI': '54.5488'}, '2018-07-27': {'RSI': '47.1873'}, '2018-07-20': {'RSI': '57.7670'}, '2018-07-13': {'RSI': '60.2480'}, '2018-07-06': {'RSI': '60.2480'}, '2018-06-29': {'RSI': '60.1093'}, '2018-06-22': {'RSI': '80.2906'}, '2018-06-15': {'RSI': '73.6129'}, '2018-06-08': {'RSI': '63.7006'}, '2018-06-01': {'RSI': '59.0903'}, '2018-05-25': {'RSI': '54.1067'}, '2018-05-18': {'RSI': '54.4207'}, '2018-05-11': {'RSI': '48.1971'}, '2018-05-04': {'RSI': '53.0123'}, '2018-04-27': {'RSI': '51.7359'}, '2018-04-20': {'RSI': '57.9721'}, '2018-04-13': {'RSI': '70.9096'}, '2018-04-06': {'RSI': '70.5903'}, '2018-03-29': {'RSI': '54.3595'}, '2018-03-23': {'RSI': '52.3889'}, '2018-03-16': {'RSI': '58.8708'}, '2018-03-09': {'RSI': '62.9973'}, '2018-03-02': {'RSI': '62.2835'}, '2018-02-23': {'RSI': '56.2001'}, '2018-02-16': {'RSI': '46.0921'}, '2018-02-09': {'RSI': '43.0390'}, '2018-02-02': {'RSI': '45.0481'}, '2018-01-26': {'RSI': '51.9014'}, '2018-01-19': {'RSI': '56.0905'}, '2018-01-12': {'RSI': '61.2841'}, '2018-01-05': {'RSI': '55.4501'}, '2017-12-29': {'RSI': '48.4604'}, '2017-12-22': {'RSI': '49.4118'}, '2017-12-15': {'RSI': '46.5800'}, '2017-12-08': {'RSI': '46.5800'}, '2017-12-01': {'RSI': '53.2922'}, '2017-11-24': {'RSI': '59.1193'}, '2017-11-17': {'RSI': '49.7498'}, '2017-11-10': {'RSI': '48.8709'}, '2017-11-03': {'RSI': '51.2931'}, '2017-10-27': {'RSI': '53.4109'}, '2017-10-20': {'RSI': '44.9769'}, '2017-10-13': {'RSI': '58.5672'}, '2017-10-06': {'RSI': '75.0739'}, '2017-09-29': {'RSI': '72.3004'}, '2017-09-22': {'RSI': '69.4445'}, '2017-09-15': {'RSI': '76.5475'}, '2017-09-08': {'RSI': '76.3922'}, '2017-09-01': {'RSI': '75.3650'}, '2017-08-25': {'RSI': '68.0323'}, '2017-08-18': {'RSI': '71.7845'}, '2017-08-11': {'RSI': '65.5935'}, '2017-08-04': {'RSI': '63.6112'}, '2017-07-28': {'RSI': '68.9762'}, '2017-07-21': {'RSI': '65.2381'}, '2017-07-14': {'RSI': '61.8292'}, '2017-07-07': {'RSI': '52.1831'}, '2017-06-30': {'RSI': '48.5245'}, '2017-06-23': {'RSI': '52.5014'}, '2017-06-16': {'RSI': '31.3158'}, '2017-06-09': {'RSI': '34.3099'}, '2017-06-02': {'RSI': '31.3565'}, '2017-05-26': {'RSI': '36.0205'}, '2017-05-19': {'RSI': '18.2337'}, '2017-05-12': {'RSI': '19.3511'}, '2017-05-05': {'RSI': '21.7501'}, '2017-04-28': {'RSI': '24.2282'}, '2017-04-21': {'RSI': '22.0482'}, '2017-04-13': {'RSI': '22.0482'}, '2017-04-07': {'RSI': '22.5743'}, '2017-03-31': {'RSI': '24.3147'}, '2017-03-24': {'RSI': '25.7437'}, '2017-03-17': {'RSI': '27.1815'}, '2017-03-10': {'RSI': '28.0631'}, '2017-03-03': {'RSI': '34.2643'}, '2017-02-24': {'RSI': '34.4856'}, '2017-02-17': {'RSI': '38.7657'}, '2017-02-10': {'RSI': '46.4047'}, '2017-02-03': {'RSI': '45.7171'}, '2017-01-27': {'RSI': '42.3909'}, '2017-01-20': {'RSI': '43.8415'}, '2017-01-13': {'RSI': '43.8415'}, '2017-01-06': {'RSI': '46.1887'}, '2016-12-30': {'RSI': '41.8592'}, '2016-12-23': {'RSI': '44.9206'}, '2016-12-16': {'RSI': '42.0603'}, '2016-12-09': {'RSI': '53.7932'}, '2016-12-02': {'RSI': '45.4833'}, '2016-11-25': {'RSI': '44.9593'}, '2016-11-18': {'RSI': '31.2868'}, '2016-11-11': {'RSI': '22.6393'}, '2016-11-04': {'RSI': '24.8413'}, '2016-10-28': {'RSI': '24.1031'}, '2016-10-21': {'RSI': '33.4047'}, '2016-10-14': {'RSI': '42.2573'}, '2016-10-07': {'RSI': '42.2573'}, '2016-09-30': {'RSI': '59.3581'}, '2016-09-23': {'RSI': '62.4816'}, '2016-09-16': {'RSI': '62.9072'}, '2016-09-09': {'RSI': '59.9618'}, '2016-09-02': {'RSI': '61.4251'}, '2016-08-26': {'RSI': '64.2472'}, '2016-08-19': {'RSI': '64.0614'}, '2016-08-12': {'RSI': '66.2293'}, '2016-08-05': {'RSI': '46.4108'}, '2016-07-29': {'RSI': '50.4892'}, '2016-07-22': {'RSI': '58.2912'}, '2016-07-15': {'RSI': '68.7167'}, '2016-07-08': {'RSI': '66.2248'}, '2016-07-01': {'RSI': '80.3661'}, '2016-06-24': {'RSI': '77.8428'}, '2016-06-17': {'RSI': '80.1608'}, '2016-06-10': {'RSI': '79.7538'}, '2016-06-03': {'RSI': '82.2857'}}}\n",
      "{'Meta Data': {'1: Symbol': 'LAND', '2: Indicator': 'Relative Strength Index (RSI)', '3: Last Refreshed': '2021-06-14', '4: Interval': 'weekly', '5: Time Period': 10, '6: Series Type': 'close', '7: Time Zone': 'US/Eastern Time'}, 'Technical Analysis: RSI': {'2021-06-14': {'RSI': '76.9993'}, '2021-06-11': {'RSI': '78.1901'}, '2021-06-04': {'RSI': '75.3873'}, '2021-05-28': {'RSI': '72.5669'}, '2021-05-21': {'RSI': '85.8473'}, '2021-05-14': {'RSI': '85.1251'}, '2021-05-07': {'RSI': '80.8262'}, '2021-04-30': {'RSI': '76.1682'}, '2021-04-23': {'RSI': '78.1395'}, '2021-04-16': {'RSI': '77.8458'}, '2021-04-09': {'RSI': '67.9808'}, '2021-04-01': {'RSI': '65.7116'}, '2021-03-26': {'RSI': '64.1888'}, '2021-03-19': {'RSI': '63.2084'}, '2021-03-12': {'RSI': '76.1599'}, '2021-03-05': {'RSI': '71.5083'}, '2021-02-26': {'RSI': '69.0696'}, '2021-02-19': {'RSI': '72.4965'}, '2021-02-12': {'RSI': '77.5640'}, '2021-02-05': {'RSI': '69.6590'}, '2021-01-29': {'RSI': '60.2922'}, '2021-01-22': {'RSI': '71.6298'}, '2021-01-15': {'RSI': '62.6483'}, '2021-01-08': {'RSI': '49.7895'}, '2020-12-31': {'RSI': '50.4926'}, '2020-12-24': {'RSI': '44.6934'}, '2020-12-18': {'RSI': '51.6840'}, '2020-12-11': {'RSI': '51.8559'}, '2020-12-04': {'RSI': '53.1279'}, '2020-11-27': {'RSI': '54.1744'}, '2020-11-20': {'RSI': '55.4381'}, '2020-11-13': {'RSI': '45.1726'}, '2020-11-06': {'RSI': '38.7005'}, '2020-10-30': {'RSI': '38.8010'}, '2020-10-23': {'RSI': '44.5272'}, '2020-10-16': {'RSI': '41.4979'}, '2020-10-09': {'RSI': '43.0726'}, '2020-10-02': {'RSI': '56.1324'}, '2020-09-25': {'RSI': '48.3783'}, '2020-09-18': {'RSI': '54.3570'}, '2020-09-11': {'RSI': '49.6455'}, '2020-09-04': {'RSI': '53.7857'}, '2020-08-28': {'RSI': '57.9880'}, '2020-08-21': {'RSI': '56.6826'}, '2020-08-14': {'RSI': '60.8571'}, '2020-08-07': {'RSI': '72.2058'}, '2020-07-31': {'RSI': '69.0935'}, '2020-07-24': {'RSI': '67.6172'}, '2020-07-17': {'RSI': '70.0753'}, '2020-07-10': {'RSI': '67.9145'}, '2020-07-02': {'RSI': '67.0444'}, '2020-06-26': {'RSI': '64.8679'}, '2020-06-19': {'RSI': '64.3543'}, '2020-06-12': {'RSI': '65.1633'}, '2020-06-05': {'RSI': '66.2525'}, '2020-05-29': {'RSI': '61.1522'}, '2020-05-22': {'RSI': '58.6319'}, '2020-05-15': {'RSI': '51.2794'}, '2020-05-08': {'RSI': '63.8249'}, '2020-05-01': {'RSI': '59.4594'}, '2020-04-24': {'RSI': '58.2410'}, '2020-04-17': {'RSI': '51.8480'}, '2020-04-09': {'RSI': '55.9338'}, '2020-04-03': {'RSI': '42.5933'}, '2020-03-27': {'RSI': '35.6481'}, '2020-03-20': {'RSI': '29.4803'}, '2020-03-13': {'RSI': '33.5635'}, '2020-03-06': {'RSI': '64.0453'}, '2020-02-28': {'RSI': '57.9494'}, '2020-02-21': {'RSI': '83.7937'}, '2020-02-14': {'RSI': '80.2494'}, '2020-02-07': {'RSI': '73.6853'}, '2020-01-31': {'RSI': '69.8433'}, '2020-01-24': {'RSI': '83.1435'}, '2020-01-17': {'RSI': '81.7517'}, '2020-01-10': {'RSI': '76.7840'}, '2020-01-03': {'RSI': '74.9053'}, '2019-12-27': {'RSI': '72.7394'}, '2019-12-20': {'RSI': '72.0149'}, '2019-12-13': {'RSI': '72.6835'}, '2019-12-06': {'RSI': '82.7648'}, '2019-11-29': {'RSI': '77.7697'}, '2019-11-22': {'RSI': '64.5142'}, '2019-11-15': {'RSI': '62.4322'}, '2019-11-08': {'RSI': '63.2657'}, '2019-11-01': {'RSI': '60.4116'}, '2019-10-25': {'RSI': '58.1347'}, '2019-10-18': {'RSI': '54.9904'}, '2019-10-11': {'RSI': '54.3394'}, '2019-10-04': {'RSI': '47.3095'}, '2019-09-27': {'RSI': '55.7950'}, '2019-09-20': {'RSI': '58.7452'}, '2019-09-13': {'RSI': '58.0544'}, '2019-09-06': {'RSI': '49.6241'}, '2019-08-30': {'RSI': '41.8300'}, '2019-08-23': {'RSI': '41.0085'}, '2019-08-16': {'RSI': '43.9582'}, '2019-08-09': {'RSI': '45.3427'}, '2019-08-02': {'RSI': '40.9937'}, '2019-07-26': {'RSI': '39.3225'}, '2019-07-19': {'RSI': '33.1917'}, '2019-07-12': {'RSI': '38.7604'}, '2019-07-05': {'RSI': '37.7731'}, '2019-06-28': {'RSI': '34.6104'}, '2019-06-21': {'RSI': '35.7553'}, '2019-06-14': {'RSI': '48.1260'}, '2019-06-07': {'RSI': '47.8584'}, '2019-05-31': {'RSI': '51.6993'}, '2019-05-24': {'RSI': '59.4873'}, '2019-05-17': {'RSI': '58.4312'}, '2019-05-10': {'RSI': '54.5178'}, '2019-05-03': {'RSI': '58.7488'}, '2019-04-26': {'RSI': '56.2312'}, '2019-04-18': {'RSI': '56.9009'}, '2019-04-12': {'RSI': '55.8879'}, '2019-04-05': {'RSI': '53.9233'}, '2019-03-29': {'RSI': '58.6228'}, '2019-03-22': {'RSI': '50.9241'}, '2019-03-15': {'RSI': '48.7220'}, '2019-03-08': {'RSI': '45.2529'}, '2019-03-01': {'RSI': '50.0408'}, '2019-02-22': {'RSI': '51.6812'}, '2019-02-15': {'RSI': '54.2224'}, '2019-02-08': {'RSI': '48.9396'}, '2019-02-01': {'RSI': '46.3578'}, '2019-01-25': {'RSI': '40.3580'}, '2019-01-18': {'RSI': '41.6559'}, '2019-01-11': {'RSI': '52.8541'}, '2019-01-04': {'RSI': '43.9034'}, '2018-12-28': {'RSI': '36.1051'}, '2018-12-21': {'RSI': '39.6310'}, '2018-12-14': {'RSI': '48.9640'}, '2018-12-07': {'RSI': '65.5092'}, '2018-11-30': {'RSI': '62.9284'}, '2018-11-23': {'RSI': '57.3330'}, '2018-11-16': {'RSI': '56.7918'}, '2018-11-09': {'RSI': '61.7325'}, '2018-11-02': {'RSI': '50.8231'}, '2018-10-26': {'RSI': '52.6097'}, '2018-10-19': {'RSI': '43.9387'}, '2018-10-12': {'RSI': '40.0412'}, '2018-10-05': {'RSI': '41.3778'}, '2018-09-28': {'RSI': '46.1540'}, '2018-09-21': {'RSI': '47.9205'}, '2018-09-14': {'RSI': '49.2503'}, '2018-09-07': {'RSI': '59.1534'}, '2018-08-31': {'RSI': '71.1396'}, '2018-08-24': {'RSI': '66.3694'}, '2018-08-17': {'RSI': '65.0794'}, '2018-08-10': {'RSI': '54.5945'}, '2018-08-03': {'RSI': '37.4505'}, '2018-07-27': {'RSI': '30.0893'}, '2018-07-20': {'RSI': '26.1798'}, '2018-07-13': {'RSI': '34.1373'}, '2018-07-06': {'RSI': '48.9230'}, '2018-06-29': {'RSI': '51.4056'}, '2018-06-22': {'RSI': '53.5000'}, '2018-06-15': {'RSI': '52.2148'}, '2018-06-08': {'RSI': '51.9441'}, '2018-06-01': {'RSI': '53.0254'}, '2018-05-25': {'RSI': '53.0254'}, '2018-05-18': {'RSI': '51.3023'}, '2018-05-11': {'RSI': '52.5378'}, '2018-05-04': {'RSI': '48.8417'}, '2018-04-27': {'RSI': '50.4323'}, '2018-04-20': {'RSI': '45.8470'}, '2018-04-13': {'RSI': '47.9288'}, '2018-04-06': {'RSI': '50.8281'}, '2018-03-29': {'RSI': '38.4906'}, '2018-03-23': {'RSI': '49.7175'}, '2018-03-16': {'RSI': '52.3818'}, '2018-03-09': {'RSI': '53.5198'}, '2018-03-02': {'RSI': '43.3699'}, '2018-02-23': {'RSI': '48.9694'}, '2018-02-16': {'RSI': '43.1937'}, '2018-02-09': {'RSI': '31.9589'}, '2018-02-02': {'RSI': '32.7262'}, '2018-01-26': {'RSI': '48.6784'}, '2018-01-19': {'RSI': '46.3507'}, '2018-01-12': {'RSI': '55.5315'}, '2018-01-05': {'RSI': '60.8718'}, '2017-12-29': {'RSI': '58.0477'}, '2017-12-22': {'RSI': '54.6834'}, '2017-12-15': {'RSI': '50.0836'}, '2017-12-08': {'RSI': '60.2948'}, '2017-12-01': {'RSI': '60.5874'}, '2017-11-24': {'RSI': '58.9750'}, '2017-11-17': {'RSI': '59.7078'}, '2017-11-10': {'RSI': '65.1785'}, '2017-11-03': {'RSI': '64.2654'}, '2017-10-27': {'RSI': '59.4844'}, '2017-10-20': {'RSI': '69.5313'}, '2017-10-13': {'RSI': '69.9445'}, '2017-10-06': {'RSI': '69.1381'}, '2017-09-29': {'RSI': '68.4719'}, '2017-09-22': {'RSI': '65.8155'}, '2017-09-15': {'RSI': '59.2961'}, '2017-09-08': {'RSI': '54.1198'}, '2017-09-01': {'RSI': '81.3287'}, '2017-08-25': {'RSI': '81.0274'}, '2017-08-18': {'RSI': '83.7639'}, '2017-08-11': {'RSI': '83.2891'}, '2017-08-04': {'RSI': '65.5808'}, '2017-07-28': {'RSI': '69.1796'}, '2017-07-21': {'RSI': '63.3466'}, '2017-07-14': {'RSI': '57.8196'}, '2017-07-07': {'RSI': '58.1722'}, '2017-06-30': {'RSI': '63.0134'}, '2017-06-23': {'RSI': '56.4966'}, '2017-06-16': {'RSI': '52.0530'}, '2017-06-09': {'RSI': '48.6015'}, '2017-06-02': {'RSI': '52.2701'}, '2017-05-26': {'RSI': '50.7251'}, '2017-05-19': {'RSI': '49.2466'}, '2017-05-12': {'RSI': '42.1267'}, '2017-05-05': {'RSI': '45.4743'}, '2017-04-28': {'RSI': '46.3021'}, '2017-04-21': {'RSI': '48.0744'}, '2017-04-13': {'RSI': '48.1988'}, '2017-04-07': {'RSI': '45.5774'}, '2017-03-31': {'RSI': '45.0411'}, '2017-03-24': {'RSI': '45.3090'}, '2017-03-17': {'RSI': '47.1615'}, '2017-03-10': {'RSI': '42.7263'}, '2017-03-03': {'RSI': '61.0154'}, '2017-02-24': {'RSI': '74.5601'}, '2017-02-17': {'RSI': '68.4798'}, '2017-02-10': {'RSI': '74.7284'}, '2017-02-03': {'RSI': '71.6358'}, '2017-01-27': {'RSI': '68.3950'}, '2017-01-20': {'RSI': '69.1854'}, '2017-01-13': {'RSI': '67.8199'}, '2017-01-06': {'RSI': '59.7078'}, '2016-12-30': {'RSI': '59.1093'}, '2016-12-23': {'RSI': '54.5524'}, '2016-12-16': {'RSI': '52.6528'}, '2016-12-09': {'RSI': '54.6582'}, '2016-12-02': {'RSI': '50.9368'}, '2016-11-25': {'RSI': '57.8381'}, '2016-11-18': {'RSI': '56.3162'}, '2016-11-11': {'RSI': '46.2596'}, '2016-11-04': {'RSI': '42.4816'}, '2016-10-28': {'RSI': '44.8008'}, '2016-10-21': {'RSI': '53.4010'}, '2016-10-14': {'RSI': '41.1561'}, '2016-10-07': {'RSI': '38.5062'}, '2016-09-30': {'RSI': '45.1171'}, '2016-09-23': {'RSI': '59.6222'}, '2016-09-16': {'RSI': '55.0441'}, '2016-09-09': {'RSI': '58.7113'}, '2016-09-02': {'RSI': '70.9404'}, '2016-08-26': {'RSI': '63.1263'}, '2016-08-19': {'RSI': '63.1263'}, '2016-08-12': {'RSI': '69.4800'}, '2016-08-05': {'RSI': '68.3005'}, '2016-07-29': {'RSI': '71.0461'}, '2016-07-22': {'RSI': '68.0398'}, '2016-07-15': {'RSI': '65.9518'}, '2016-07-08': {'RSI': '70.2962'}, '2016-07-01': {'RSI': '70.9978'}, '2016-06-24': {'RSI': '64.7758'}, '2016-06-17': {'RSI': '58.0487'}, '2016-06-10': {'RSI': '72.7688'}, '2016-06-03': {'RSI': '66.5767'}, '2016-05-27': {'RSI': '62.6763'}, '2016-05-20': {'RSI': '65.8460'}, '2016-05-13': {'RSI': '78.8777'}, '2016-05-06': {'RSI': '78.1996'}, '2016-04-29': {'RSI': '75.8023'}, '2016-04-22': {'RSI': '75.0830'}, '2016-04-15': {'RSI': '71.7304'}, '2016-04-08': {'RSI': '71.2840'}, '2016-04-01': {'RSI': '70.6584'}, '2016-03-24': {'RSI': '69.5645'}, '2016-03-18': {'RSI': '65.9267'}, '2016-03-11': {'RSI': '58.5691'}, '2016-03-04': {'RSI': '53.5957'}, '2016-02-26': {'RSI': '49.5041'}, '2016-02-19': {'RSI': '48.8273'}, '2016-02-12': {'RSI': '37.9912'}, '2016-02-05': {'RSI': '43.7127'}, '2016-01-29': {'RSI': '23.8421'}, '2016-01-22': {'RSI': '24.0405'}, '2016-01-15': {'RSI': '25.1491'}, '2016-01-08': {'RSI': '33.6406'}, '2015-12-31': {'RSI': '39.0843'}, '2015-12-24': {'RSI': '33.5794'}, '2015-12-18': {'RSI': '28.5610'}, '2015-12-11': {'RSI': '31.4702'}, '2015-12-04': {'RSI': '43.2949'}, '2015-11-27': {'RSI': '45.8808'}, '2015-11-20': {'RSI': '40.9774'}, '2015-11-13': {'RSI': '37.6898'}, '2015-11-06': {'RSI': '45.0482'}, '2015-10-30': {'RSI': '37.4109'}, '2015-10-23': {'RSI': '42.5162'}, '2015-10-16': {'RSI': '42.7477'}, '2015-10-09': {'RSI': '37.2495'}, '2015-10-02': {'RSI': '31.3128'}, '2015-09-25': {'RSI': '34.0603'}, '2015-09-18': {'RSI': '37.1577'}, '2015-09-11': {'RSI': '24.8763'}, '2015-09-04': {'RSI': '23.1021'}, '2015-08-28': {'RSI': '23.8107'}, '2015-08-21': {'RSI': '27.4972'}, '2015-08-14': {'RSI': '28.3006'}, '2015-08-07': {'RSI': '32.3342'}, '2015-07-31': {'RSI': '33.5064'}, '2015-07-24': {'RSI': '33.0207'}, '2015-07-17': {'RSI': '45.4002'}, '2015-07-10': {'RSI': '47.5180'}, '2015-07-02': {'RSI': '34.2098'}, '2015-06-26': {'RSI': '36.0738'}, '2015-06-19': {'RSI': '40.5477'}, '2015-06-12': {'RSI': '42.6636'}, '2015-06-05': {'RSI': '47.6857'}, '2015-05-29': {'RSI': '45.5491'}, '2015-05-22': {'RSI': '43.0366'}, '2015-05-15': {'RSI': '45.8956'}, '2015-05-08': {'RSI': '60.2543'}, '2015-05-01': {'RSI': '61.7021'}, '2015-04-24': {'RSI': '67.0159'}, '2015-04-17': {'RSI': '65.5227'}, '2015-04-10': {'RSI': '65.0984'}, '2015-04-02': {'RSI': '64.4566'}, '2015-03-27': {'RSI': '63.2397'}, '2015-03-20': {'RSI': '60.9324'}, '2015-03-13': {'RSI': '56.1439'}, '2015-03-06': {'RSI': '54.8022'}, '2015-02-27': {'RSI': '65.1108'}, '2015-02-20': {'RSI': '48.5853'}, '2015-02-13': {'RSI': '49.8839'}, '2015-02-06': {'RSI': '49.0439'}, '2015-01-30': {'RSI': '45.9297'}, '2015-01-23': {'RSI': '48.0701'}, '2015-01-16': {'RSI': '47.4794'}, '2015-01-09': {'RSI': '46.1537'}, '2015-01-02': {'RSI': '45.1339'}, '2014-12-26': {'RSI': '48.2402'}, '2014-12-19': {'RSI': '28.2370'}, '2014-12-12': {'RSI': '25.5440'}, '2014-12-05': {'RSI': '31.7186'}, '2014-11-28': {'RSI': '38.3363'}, '2014-11-21': {'RSI': '36.5408'}, '2014-11-14': {'RSI': '37.0707'}, '2014-11-07': {'RSI': '38.7546'}, '2014-10-31': {'RSI': '41.1928'}, '2014-10-24': {'RSI': '46.7623'}, '2014-10-17': {'RSI': '34.6684'}, '2014-10-10': {'RSI': '38.2862'}, '2014-10-03': {'RSI': '45.7867'}, '2014-09-26': {'RSI': '42.9713'}, '2014-09-19': {'RSI': '51.1714'}, '2014-09-12': {'RSI': '61.9594'}, '2014-09-05': {'RSI': '48.4581'}, '2014-08-29': {'RSI': '48.4581'}, '2014-08-22': {'RSI': '47.2571'}, '2014-08-15': {'RSI': '52.7831'}, '2014-08-08': {'RSI': '49.1757'}, '2014-08-01': {'RSI': '46.1591'}, '2014-07-25': {'RSI': '45.4974'}, '2014-07-18': {'RSI': '42.9873'}, '2014-07-11': {'RSI': '54.2601'}, '2014-07-03': {'RSI': '58.6929'}, '2014-06-27': {'RSI': '52.0877'}, '2014-06-20': {'RSI': '54.0317'}, '2014-06-13': {'RSI': '36.5943'}, '2014-06-06': {'RSI': '27.3235'}, '2014-05-30': {'RSI': '26.6943'}, '2014-05-23': {'RSI': '30.3158'}, '2014-05-16': {'RSI': '24.2868'}, '2014-05-09': {'RSI': '25.4048'}, '2014-05-02': {'RSI': '32.2408'}, '2014-04-25': {'RSI': '30.4997'}, '2014-04-17': {'RSI': '35.3083'}, '2014-04-11': {'RSI': '36.7868'}, '2014-04-04': {'RSI': '43.1656'}, '2014-03-28': {'RSI': '42.5579'}, '2014-03-21': {'RSI': '46.1079'}, '2014-03-14': {'RSI': '35.6988'}, '2014-03-07': {'RSI': '35.7898'}, '2014-02-28': {'RSI': '28.4916'}, '2014-02-21': {'RSI': '25.7926'}, '2014-02-14': {'RSI': '32.3954'}, '2014-02-07': {'RSI': '32.9477'}, '2014-01-31': {'RSI': '29.3878'}, '2014-01-24': {'RSI': '35.0708'}, '2014-01-17': {'RSI': '40.4919'}, '2014-01-10': {'RSI': '37.3000'}, '2014-01-03': {'RSI': '53.8389'}, '2013-12-27': {'RSI': '57.7926'}, '2013-12-20': {'RSI': '71.5932'}, '2013-12-13': {'RSI': '59.0075'}, '2013-12-06': {'RSI': '54.5177'}, '2013-11-29': {'RSI': '59.0967'}, '2013-11-22': {'RSI': '55.3871'}, '2013-11-15': {'RSI': '56.0105'}, '2013-11-08': {'RSI': '52.6427'}, '2013-11-01': {'RSI': '53.8672'}, '2013-10-25': {'RSI': '60.7733'}, '2013-10-18': {'RSI': '57.5509'}, '2013-10-11': {'RSI': '54.6200'}, '2013-10-04': {'RSI': '52.6122'}, '2013-09-27': {'RSI': '41.4147'}, '2013-09-20': {'RSI': '49.2739'}, '2013-09-13': {'RSI': '52.7886'}, '2013-09-06': {'RSI': '57.6773'}, '2013-08-30': {'RSI': '58.0227'}, '2013-08-23': {'RSI': '59.7953'}, '2013-08-16': {'RSI': '57.2586'}, '2013-08-09': {'RSI': '53.7437'}, '2013-08-02': {'RSI': '48.1021'}, '2013-07-26': {'RSI': '52.9225'}, '2013-07-19': {'RSI': '51.8080'}, '2013-07-12': {'RSI': '56.1014'}, '2013-07-05': {'RSI': '52.3708'}, '2013-06-28': {'RSI': '62.8744'}, '2013-06-21': {'RSI': '58.9460'}, '2013-06-14': {'RSI': '60.1340'}, '2013-06-07': {'RSI': '58.4962'}, '2013-05-31': {'RSI': '46.5365'}, '2013-05-24': {'RSI': '72.9667'}, '2013-05-17': {'RSI': '71.3185'}, '2013-05-10': {'RSI': '64.6039'}, '2013-05-03': {'RSI': '61.4084'}, '2013-04-26': {'RSI': '88.1196'}, '2013-04-19': {'RSI': '87.7743'}}}\n",
      "{'Meta Data': {'1: Symbol': 'GALE', '2: Indicator': 'Relative Strength Index (RSI)', '3: Last Refreshed': '2017-12-29', '4: Interval': 'weekly', '5: Time Period': 10, '6: Series Type': 'close', '7: Time Zone': 'US/Eastern Time'}, 'Technical Analysis: RSI': {'2017-12-29': {'RSI': '30.1205'}, '2017-12-22': {'RSI': '31.5407'}, '2017-12-15': {'RSI': '36.1684'}, '2017-12-08': {'RSI': '25.7476'}, '2017-12-01': {'RSI': '30.1822'}, '2017-11-24': {'RSI': '26.4066'}, '2017-11-17': {'RSI': '26.1499'}, '2017-11-10': {'RSI': '23.7560'}, '2017-11-03': {'RSI': '24.4699'}, '2017-10-27': {'RSI': '26.6306'}, '2017-10-20': {'RSI': '31.2303'}, '2017-10-13': {'RSI': '30.1365'}, '2017-10-06': {'RSI': '32.6396'}, '2017-09-29': {'RSI': '20.7984'}, '2017-09-22': {'RSI': '20.7984'}, '2017-09-15': {'RSI': '21.3040'}, '2017-09-08': {'RSI': '21.7805'}, '2017-09-01': {'RSI': '21.7805'}, '2017-08-25': {'RSI': '17.2848'}, '2017-08-18': {'RSI': '17.2848'}, '2017-08-11': {'RSI': '17.2848'}, '2017-08-04': {'RSI': '24.9514'}, '2017-07-28': {'RSI': '25.8910'}, '2017-07-21': {'RSI': '25.8910'}, '2017-07-14': {'RSI': '25.8910'}, '2017-07-07': {'RSI': '22.7084'}, '2017-06-30': {'RSI': '23.6214'}, '2017-06-23': {'RSI': '22.6889'}, '2017-06-16': {'RSI': '20.9517'}, '2017-06-09': {'RSI': '21.1657'}, '2017-06-02': {'RSI': '21.7660'}, '2017-05-26': {'RSI': '19.7167'}, '2017-05-19': {'RSI': '19.7167'}, '2017-05-12': {'RSI': '20.1441'}, '2017-05-05': {'RSI': '20.1441'}, '2017-04-28': {'RSI': '20.1441'}, '2017-04-21': {'RSI': '19.7213'}, '2017-04-13': {'RSI': '19.3368'}, '2017-04-07': {'RSI': '19.5049'}, '2017-03-31': {'RSI': '19.6588'}, '2017-03-24': {'RSI': '19.0844'}, '2017-03-17': {'RSI': '19.3332'}, '2017-03-10': {'RSI': '18.3756'}, '2017-03-03': {'RSI': '18.8282'}, '2017-02-24': {'RSI': '18.8747'}, '2017-02-17': {'RSI': '19.1298'}, '2017-02-10': {'RSI': '18.9655'}, '2017-02-03': {'RSI': '20.7068'}, '2017-01-27': {'RSI': '22.9313'}, '2017-01-20': {'RSI': '22.2351'}, '2017-01-13': {'RSI': '23.0600'}, '2017-01-06': {'RSI': '23.6339'}, '2016-12-30': {'RSI': '22.2184'}, '2016-12-23': {'RSI': '22.3330'}, '2016-12-16': {'RSI': '22.6486'}, '2016-12-09': {'RSI': '23.4177'}, '2016-12-02': {'RSI': '24.4294'}, '2016-11-25': {'RSI': '26.1480'}, '2016-11-18': {'RSI': '26.2416'}, '2016-11-11': {'RSI': '27.6210'}, '2016-11-04': {'RSI': '25.3071'}, '2016-10-28': {'RSI': '27.7194'}, '2016-10-21': {'RSI': '29.0082'}, '2016-10-14': {'RSI': '28.7363'}, '2016-10-07': {'RSI': '29.8838'}, '2016-09-30': {'RSI': '31.2032'}, '2016-09-23': {'RSI': '31.5964'}, '2016-09-16': {'RSI': '28.7232'}, '2016-09-09': {'RSI': '30.3535'}, '2016-09-02': {'RSI': '30.9668'}, '2016-08-26': {'RSI': '31.3807'}, '2016-08-19': {'RSI': '31.6102'}, '2016-08-12': {'RSI': '31.2374'}, '2016-08-05': {'RSI': '32.3403'}, '2016-07-29': {'RSI': '30.9962'}, '2016-07-22': {'RSI': '31.0800'}, '2016-07-15': {'RSI': '29.6501'}, '2016-07-08': {'RSI': '30.2833'}, '2016-07-01': {'RSI': '32.2744'}, '2016-06-24': {'RSI': '70.3412'}, '2016-06-17': {'RSI': '76.9534'}, '2016-06-10': {'RSI': '74.4296'}, '2016-06-03': {'RSI': '76.5862'}, '2016-05-27': {'RSI': '68.6032'}, '2016-05-20': {'RSI': '62.3885'}, '2016-05-13': {'RSI': '53.2712'}, '2016-05-06': {'RSI': '51.4283'}, '2016-04-29': {'RSI': '58.1346'}, '2016-04-22': {'RSI': '60.3125'}, '2016-04-15': {'RSI': '67.0997'}, '2016-04-08': {'RSI': '65.3448'}, '2016-04-01': {'RSI': '65.8718'}, '2016-03-24': {'RSI': '50.3845'}, '2016-03-18': {'RSI': '40.1527'}, '2016-03-11': {'RSI': '38.9953'}, '2016-03-04': {'RSI': '43.9839'}, '2016-02-26': {'RSI': '34.4473'}, '2016-02-19': {'RSI': '34.6576'}, '2016-02-12': {'RSI': '31.1187'}, '2016-02-05': {'RSI': '20.7963'}, '2016-01-29': {'RSI': '21.5741'}, '2016-01-22': {'RSI': '24.5198'}, '2016-01-15': {'RSI': '16.4085'}, '2016-01-08': {'RSI': '17.7763'}, '2015-12-31': {'RSI': '41.0987'}, '2015-12-24': {'RSI': '45.8787'}, '2015-12-18': {'RSI': '42.8897'}, '2015-12-11': {'RSI': '41.9276'}, '2015-12-04': {'RSI': '41.0335'}, '2015-11-27': {'RSI': '41.6100'}, '2015-11-20': {'RSI': '40.0949'}, '2015-11-13': {'RSI': '41.5504'}, '2015-11-06': {'RSI': '55.4366'}, '2015-10-30': {'RSI': '52.3188'}, '2015-10-23': {'RSI': '51.7107'}, '2015-10-16': {'RSI': '56.9393'}, '2015-10-09': {'RSI': '56.4438'}, '2015-10-02': {'RSI': '51.9673'}, '2015-09-25': {'RSI': '51.9673'}, '2015-09-18': {'RSI': '56.6863'}, '2015-09-11': {'RSI': '55.0537'}, '2015-09-04': {'RSI': '48.9983'}, '2015-08-28': {'RSI': '46.2026'}, '2015-08-21': {'RSI': '38.0532'}, '2015-08-14': {'RSI': '40.8369'}, '2015-08-07': {'RSI': '44.1037'}, '2015-07-31': {'RSI': '49.2224'}, '2015-07-24': {'RSI': '47.9682'}, '2015-07-17': {'RSI': '55.3510'}, '2015-07-10': {'RSI': '49.0815'}, '2015-07-02': {'RSI': '51.0995'}, '2015-06-26': {'RSI': '54.3154'}, '2015-06-19': {'RSI': '54.7027'}, '2015-06-12': {'RSI': '59.2669'}, '2015-06-05': {'RSI': '75.2846'}, '2015-05-29': {'RSI': '53.1758'}, '2015-05-22': {'RSI': '37.0505'}, '2015-05-15': {'RSI': '36.1075'}, '2015-05-08': {'RSI': '35.2344'}, '2015-05-01': {'RSI': '36.5843'}, '2015-04-24': {'RSI': '40.2889'}, '2015-04-17': {'RSI': '36.6823'}, '2015-04-10': {'RSI': '35.2749'}, '2015-04-02': {'RSI': '34.6210'}, '2015-03-27': {'RSI': '33.4100'}, '2015-03-20': {'RSI': '36.7825'}, '2015-03-13': {'RSI': '34.6227'}, '2015-03-06': {'RSI': '53.5631'}, '2015-02-27': {'RSI': '49.2146'}, '2015-02-20': {'RSI': '51.3797'}, '2015-02-13': {'RSI': '42.2303'}, '2015-02-06': {'RSI': '41.6123'}, '2015-01-30': {'RSI': '39.2734'}, '2015-01-23': {'RSI': '40.3648'}, '2015-01-16': {'RSI': '44.0361'}, '2015-01-09': {'RSI': '38.4983'}, '2015-01-02': {'RSI': '33.6648'}, '2014-12-26': {'RSI': '32.0630'}, '2014-12-19': {'RSI': '33.0198'}, '2014-12-12': {'RSI': '35.9134'}, '2014-12-05': {'RSI': '35.9134'}, '2014-11-28': {'RSI': '37.9327'}, '2014-11-21': {'RSI': '45.3234'}, '2014-11-14': {'RSI': '37.8016'}, '2014-11-07': {'RSI': '39.7712'}, '2014-10-31': {'RSI': '42.2477'}, '2014-10-24': {'RSI': '36.9474'}, '2014-10-17': {'RSI': '35.5272'}, '2014-10-10': {'RSI': '30.2232'}, '2014-10-03': {'RSI': '36.9764'}, '2014-09-26': {'RSI': '38.0093'}, '2014-09-19': {'RSI': '39.1917'}, '2014-09-12': {'RSI': '40.7114'}, '2014-09-05': {'RSI': '42.9604'}, '2014-08-29': {'RSI': '42.2425'}, '2014-08-22': {'RSI': '37.2685'}, '2014-08-15': {'RSI': '43.3481'}, '2014-08-08': {'RSI': '55.5903'}, '2014-08-01': {'RSI': '48.7318'}, '2014-07-25': {'RSI': '52.1119'}, '2014-07-18': {'RSI': '46.6395'}, '2014-07-11': {'RSI': '49.7543'}, '2014-07-03': {'RSI': '56.5526'}, '2014-06-27': {'RSI': '54.3470'}, '2014-06-20': {'RSI': '53.9646'}, '2014-06-13': {'RSI': '51.9733'}, '2014-06-06': {'RSI': '42.1448'}, '2014-05-30': {'RSI': '39.5952'}, '2014-05-23': {'RSI': '39.5952'}, '2014-05-16': {'RSI': '36.9348'}, '2014-05-09': {'RSI': '38.8291'}, '2014-05-02': {'RSI': '40.1017'}, '2014-04-25': {'RSI': '37.5914'}, '2014-04-17': {'RSI': '28.8212'}, '2014-04-11': {'RSI': '30.8945'}, '2014-04-04': {'RSI': '32.6851'}, '2014-03-28': {'RSI': '31.7136'}, '2014-03-21': {'RSI': '37.3775'}, '2014-03-14': {'RSI': '39.3661'}, '2014-03-07': {'RSI': '41.3459'}, '2014-02-28': {'RSI': '47.0581'}, '2014-02-21': {'RSI': '46.6080'}, '2014-02-14': {'RSI': '44.7041'}, '2014-02-07': {'RSI': '56.8722'}, '2014-01-31': {'RSI': '61.1140'}, '2014-01-24': {'RSI': '66.7837'}, '2014-01-17': {'RSI': '89.3339'}, '2014-01-10': {'RSI': '87.4228'}, '2014-01-03': {'RSI': '81.7036'}, '2013-12-27': {'RSI': '75.2804'}, '2013-12-20': {'RSI': '72.4515'}, '2013-12-13': {'RSI': '75.7524'}, '2013-12-06': {'RSI': '84.9338'}, '2013-11-29': {'RSI': '82.0268'}, '2013-11-22': {'RSI': '82.0268'}, '2013-11-15': {'RSI': '70.4123'}, '2013-11-08': {'RSI': '57.9612'}, '2013-11-01': {'RSI': '50.0501'}, '2013-10-25': {'RSI': '53.6026'}, '2013-10-18': {'RSI': '53.2709'}, '2013-10-11': {'RSI': '50.3989'}, '2013-10-04': {'RSI': '55.8956'}, '2013-09-27': {'RSI': '49.3732'}, '2013-09-20': {'RSI': '46.3107'}, '2013-09-13': {'RSI': '44.6362'}, '2013-09-06': {'RSI': '59.2793'}, '2013-08-30': {'RSI': '54.3815'}, '2013-08-23': {'RSI': '60.0713'}, '2013-08-16': {'RSI': '46.8423'}, '2013-08-09': {'RSI': '45.0716'}, '2013-08-02': {'RSI': '48.3317'}, '2013-07-26': {'RSI': '35.7922'}, '2013-07-19': {'RSI': '36.0841'}, '2013-07-12': {'RSI': '38.6365'}, '2013-07-05': {'RSI': '46.1436'}, '2013-06-28': {'RSI': '50.7762'}, '2013-06-21': {'RSI': '43.5504'}, '2013-06-14': {'RSI': '48.0295'}, '2013-06-07': {'RSI': '49.5586'}, '2013-05-31': {'RSI': '55.0827'}, '2013-05-24': {'RSI': '64.8397'}, '2013-05-17': {'RSI': '60.9899'}, '2013-05-10': {'RSI': '75.9611'}, '2013-05-03': {'RSI': '70.7400'}, '2013-04-26': {'RSI': '74.9245'}, '2013-04-19': {'RSI': '71.3677'}, '2013-04-12': {'RSI': '68.1757'}, '2013-04-05': {'RSI': '59.7265'}, '2013-03-28': {'RSI': '62.3161'}, '2013-03-22': {'RSI': '54.8240'}, '2013-03-15': {'RSI': '54.3434'}, '2013-03-08': {'RSI': '58.5473'}, '2013-03-01': {'RSI': '53.5932'}, '2013-02-22': {'RSI': '55.6762'}, '2013-02-15': {'RSI': '51.6603'}, '2013-02-08': {'RSI': '53.2604'}, '2013-02-01': {'RSI': '48.0927'}, '2013-01-25': {'RSI': '48.2849'}, '2013-01-18': {'RSI': '47.5301'}, '2013-01-11': {'RSI': '51.2316'}, '2013-01-04': {'RSI': '49.9561'}, '2012-12-28': {'RSI': '39.6588'}, '2012-12-21': {'RSI': '41.7939'}, '2012-12-14': {'RSI': '50.6988'}, '2012-12-07': {'RSI': '57.9837'}, '2012-11-30': {'RSI': '58.7839'}, '2012-11-23': {'RSI': '44.9340'}, '2012-11-16': {'RSI': '44.3102'}, '2012-11-09': {'RSI': '59.1972'}, '2012-11-02': {'RSI': '71.0895'}, '2012-10-26': {'RSI': '68.7517'}, '2012-10-19': {'RSI': '61.0555'}, '2012-10-12': {'RSI': '58.2382'}, '2012-10-05': {'RSI': '58.2382'}, '2012-09-28': {'RSI': '55.6387'}, '2012-09-21': {'RSI': '57.0074'}, '2012-09-14': {'RSI': '60.5842'}, '2012-09-07': {'RSI': '62.8006'}, '2012-08-31': {'RSI': '57.7984'}, '2012-08-24': {'RSI': '53.4131'}, '2012-08-17': {'RSI': '55.6433'}, '2012-08-10': {'RSI': '49.6520'}, '2012-08-03': {'RSI': '52.3306'}, '2012-07-27': {'RSI': '59.5598'}, '2012-07-20': {'RSI': '64.3611'}, '2012-07-13': {'RSI': '57.0984'}, '2012-07-06': {'RSI': '54.0913'}, '2012-06-29': {'RSI': '59.3313'}, '2012-06-22': {'RSI': '56.9166'}, '2012-06-15': {'RSI': '45.2037'}, '2012-06-08': {'RSI': '49.7703'}, '2012-06-01': {'RSI': '48.2004'}, '2012-05-25': {'RSI': '48.8106'}, '2012-05-18': {'RSI': '54.3880'}, '2012-05-11': {'RSI': '48.1695'}, '2012-05-04': {'RSI': '46.6097'}, '2012-04-27': {'RSI': '46.0249'}, '2012-04-20': {'RSI': '57.6805'}, '2012-04-13': {'RSI': '61.4374'}, '2012-04-05': {'RSI': '67.5576'}, '2012-03-30': {'RSI': '81.2737'}, '2012-03-23': {'RSI': '83.1734'}, '2012-03-16': {'RSI': '74.4335'}, '2012-03-09': {'RSI': '67.6960'}, '2012-03-02': {'RSI': '75.7497'}, '2012-02-24': {'RSI': '64.7022'}, '2012-02-17': {'RSI': '63.1101'}, '2012-02-10': {'RSI': '67.2021'}, '2012-02-03': {'RSI': '65.5256'}, '2012-01-27': {'RSI': '45.9917'}, '2012-01-20': {'RSI': '48.7155'}, '2012-01-13': {'RSI': '48.0733'}, '2012-01-06': {'RSI': '41.0287'}, '2011-12-30': {'RSI': '32.9150'}, '2011-12-23': {'RSI': '32.9539'}, '2011-12-16': {'RSI': '26.7247'}, '2011-12-09': {'RSI': '32.9264'}, '2011-12-02': {'RSI': '37.1844'}, '2011-11-25': {'RSI': '22.7073'}, '2011-11-18': {'RSI': '29.1782'}, '2011-11-11': {'RSI': '30.1799'}, '2011-11-04': {'RSI': '33.8393'}, '2011-10-28': {'RSI': '31.0036'}, '2011-10-21': {'RSI': '32.2922'}, '2011-10-14': {'RSI': '31.5324'}, '2011-10-07': {'RSI': '34.6333'}, '2011-09-30': {'RSI': '42.2093'}, '2011-09-23': {'RSI': '40.7512'}, '2011-09-16': {'RSI': '47.8073'}, '2011-09-09': {'RSI': '39.0380'}, '2011-09-02': {'RSI': '41.6631'}, '2011-08-26': {'RSI': '38.6950'}, '2011-08-19': {'RSI': '41.0443'}, '2011-08-12': {'RSI': '41.4978'}, '2011-08-05': {'RSI': '42.3399'}, '2011-07-29': {'RSI': '45.6766'}, '2011-07-22': {'RSI': '51.1148'}, '2011-07-15': {'RSI': '50.6744'}, '2011-07-08': {'RSI': '48.1518'}, '2011-07-01': {'RSI': '41.4100'}, '2011-06-24': {'RSI': '38.5326'}, '2011-06-17': {'RSI': '37.1435'}, '2011-06-10': {'RSI': '38.7185'}, '2011-06-03': {'RSI': '46.3901'}, '2011-05-27': {'RSI': '42.8632'}, '2011-05-20': {'RSI': '32.4143'}, '2011-05-13': {'RSI': '27.1157'}, '2011-05-06': {'RSI': '27.5236'}, '2011-04-29': {'RSI': '28.1708'}, '2011-04-21': {'RSI': '27.7576'}, '2011-04-15': {'RSI': '28.0480'}, '2011-04-08': {'RSI': '33.9657'}, '2011-04-01': {'RSI': '37.4227'}, '2011-03-25': {'RSI': '25.7016'}, '2011-03-18': {'RSI': '23.1957'}, '2011-03-11': {'RSI': '24.4317'}, '2011-03-04': {'RSI': '24.7884'}, '2011-02-25': {'RSI': '32.4661'}, '2011-02-18': {'RSI': '35.3891'}, '2011-02-11': {'RSI': '26.4496'}, '2011-02-04': {'RSI': '28.6818'}, '2011-01-28': {'RSI': '28.9752'}, '2011-01-21': {'RSI': '28.6467'}, '2011-01-14': {'RSI': '33.2086'}, '2011-01-07': {'RSI': '38.3752'}, '2010-12-31': {'RSI': '39.6282'}, '2010-12-23': {'RSI': '40.3050'}, '2010-12-17': {'RSI': '50.6128'}, '2010-12-10': {'RSI': '66.4958'}, '2010-12-03': {'RSI': '62.2287'}, '2010-11-26': {'RSI': '58.0787'}, '2010-11-19': {'RSI': '59.3103'}, '2010-11-12': {'RSI': '55.4792'}, '2010-11-05': {'RSI': '61.2493'}, '2010-10-29': {'RSI': '61.0671'}, '2010-10-22': {'RSI': '65.5023'}, '2010-10-15': {'RSI': '59.3590'}, '2010-10-08': {'RSI': '53.5204'}, '2010-10-01': {'RSI': '53.3122'}, '2010-09-24': {'RSI': '47.6109'}, '2010-09-17': {'RSI': '49.8426'}, '2010-09-10': {'RSI': '40.4840'}, '2010-09-03': {'RSI': '29.8539'}, '2010-08-27': {'RSI': '26.9995'}, '2010-08-20': {'RSI': '29.3915'}, '2010-08-13': {'RSI': '31.5283'}, '2010-08-06': {'RSI': '33.3240'}, '2010-07-30': {'RSI': '31.8263'}, '2010-07-23': {'RSI': '28.1976'}, '2010-07-16': {'RSI': '28.8424'}, '2010-07-09': {'RSI': '30.1730'}, '2010-07-02': {'RSI': '30.4257'}, '2010-06-25': {'RSI': '33.9194'}, '2010-06-18': {'RSI': '36.3964'}, '2010-06-11': {'RSI': '34.3179'}, '2010-06-04': {'RSI': '32.7975'}, '2010-05-28': {'RSI': '42.2055'}, '2010-05-21': {'RSI': '43.2490'}, '2010-05-14': {'RSI': '45.9048'}, '2010-05-07': {'RSI': '38.8904'}, '2010-04-30': {'RSI': '44.4637'}, '2010-04-23': {'RSI': '44.8627'}, '2010-04-16': {'RSI': '45.6932'}, '2010-04-09': {'RSI': '47.7250'}, '2010-04-01': {'RSI': '47.6339'}, '2010-03-26': {'RSI': '52.4924'}, '2010-03-19': {'RSI': '85.6899'}, '2010-03-12': {'RSI': '76.4183'}, '2010-03-05': {'RSI': '69.3532'}, '2010-02-26': {'RSI': '67.5518'}, '2010-02-19': {'RSI': '68.5885'}, '2010-02-12': {'RSI': '71.0415'}, '2010-02-05': {'RSI': '70.8538'}, '2010-01-29': {'RSI': '71.9020'}, '2010-01-22': {'RSI': '70.5698'}, '2010-01-15': {'RSI': '78.2283'}, '2010-01-08': {'RSI': '68.3066'}, '2009-12-31': {'RSI': '75.2170'}, '2009-12-24': {'RSI': '76.2082'}, '2009-12-18': {'RSI': '72.0669'}, '2009-12-11': {'RSI': '49.1008'}, '2009-12-04': {'RSI': '45.1585'}, '2009-11-27': {'RSI': '31.0787'}, '2009-11-20': {'RSI': '29.4892'}, '2009-11-13': {'RSI': '31.1032'}, '2009-11-06': {'RSI': '26.0001'}, '2009-10-30': {'RSI': '26.5049'}, '2009-10-23': {'RSI': '27.7157'}, '2009-10-16': {'RSI': '28.1791'}, '2009-10-09': {'RSI': '28.2855'}, '2009-10-02': {'RSI': '31.6166'}, '2009-09-25': {'RSI': '29.6936'}, '2009-09-18': {'RSI': '32.8073'}, '2009-09-11': {'RSI': '33.4385'}, '2009-09-04': {'RSI': '30.8420'}, '2009-08-28': {'RSI': '34.1616'}, '2009-08-21': {'RSI': '33.8054'}, '2009-08-14': {'RSI': '37.3512'}, '2009-08-07': {'RSI': '36.5837'}, '2009-07-31': {'RSI': '39.3612'}, '2009-07-24': {'RSI': '44.0659'}, '2009-07-17': {'RSI': '31.1854'}, '2009-07-10': {'RSI': '32.7455'}, '2009-07-02': {'RSI': '38.7675'}, '2009-06-26': {'RSI': '41.5588'}, '2009-06-19': {'RSI': '45.2218'}, '2009-06-12': {'RSI': '46.0569'}, '2009-06-05': {'RSI': '45.0291'}, '2009-05-29': {'RSI': '48.7441'}, '2009-05-22': {'RSI': '59.7188'}, '2009-05-15': {'RSI': '58.1780'}, '2009-05-08': {'RSI': '45.9882'}, '2009-05-01': {'RSI': '45.7470'}, '2009-04-24': {'RSI': '44.7476'}, '2009-04-17': {'RSI': '45.9322'}, '2009-04-09': {'RSI': '46.6466'}, '2009-04-03': {'RSI': '46.6466'}, '2009-03-27': {'RSI': '46.5568'}, '2009-03-20': {'RSI': '38.3217'}, '2009-03-13': {'RSI': '32.8668'}, '2009-03-06': {'RSI': '32.8660'}, '2009-02-27': {'RSI': '36.1220'}, '2009-02-20': {'RSI': '39.9085'}, '2009-02-13': {'RSI': '43.9005'}, '2009-02-06': {'RSI': '49.2797'}, '2009-01-30': {'RSI': '35.5852'}, '2009-01-23': {'RSI': '28.2161'}, '2009-01-16': {'RSI': '28.1224'}, '2009-01-09': {'RSI': '33.6089'}, '2009-01-02': {'RSI': '36.3658'}, '2008-12-26': {'RSI': '37.0495'}, '2008-12-19': {'RSI': '43.5312'}, '2008-12-12': {'RSI': '55.4668'}, '2008-12-05': {'RSI': '51.1648'}, '2008-11-28': {'RSI': '39.9835'}, '2008-11-21': {'RSI': '43.9182'}, '2008-11-14': {'RSI': '50.7332'}, '2008-11-07': {'RSI': '58.5507'}, '2008-10-31': {'RSI': '55.5005'}, '2008-10-24': {'RSI': '55.0155'}, '2008-10-17': {'RSI': '67.2701'}, '2008-10-10': {'RSI': '71.3406'}, '2008-10-03': {'RSI': '57.9822'}, '2008-09-26': {'RSI': '54.1535'}, '2008-09-19': {'RSI': '54.3608'}, '2008-09-12': {'RSI': '44.5135'}, '2008-09-05': {'RSI': '42.2488'}, '2008-08-29': {'RSI': '41.0824'}, '2008-08-22': {'RSI': '40.8916'}, '2008-08-15': {'RSI': '43.5031'}, '2008-08-08': {'RSI': '40.4123'}, '2008-08-01': {'RSI': '43.2928'}, '2008-07-25': {'RSI': '40.3067'}, '2008-07-18': {'RSI': '42.3120'}, '2008-07-11': {'RSI': '39.4617'}, '2008-07-03': {'RSI': '42.7038'}, '2008-06-27': {'RSI': '43.2058'}, '2008-06-20': {'RSI': '49.0035'}, '2008-06-13': {'RSI': '38.3500'}, '2008-06-06': {'RSI': '45.0376'}, '2008-05-30': {'RSI': '52.3012'}}}\n",
      "{'Meta Data': {'1: Symbol': 'PLAN', '2: Indicator': 'Relative Strength Index (RSI)', '3: Last Refreshed': '2021-06-14', '4: Interval': 'weekly', '5: Time Period': 10, '6: Series Type': 'close', '7: Time Zone': 'US/Eastern Time'}, 'Technical Analysis: RSI': {'2021-06-14': {'RSI': '41.5672'}, '2021-06-11': {'RSI': '42.3573'}, '2021-06-04': {'RSI': '34.9378'}, '2021-05-28': {'RSI': '37.3615'}, '2021-05-21': {'RSI': '43.9525'}, '2021-05-14': {'RSI': '37.9662'}, '2021-05-07': {'RSI': '39.1042'}, '2021-04-30': {'RSI': '45.3298'}, '2021-04-23': {'RSI': '48.5899'}, '2021-04-16': {'RSI': '46.3841'}, '2021-04-09': {'RSI': '44.4389'}, '2021-04-01': {'RSI': '38.1583'}, '2021-03-26': {'RSI': '34.2356'}, '2021-03-19': {'RSI': '34.8616'}, '2021-03-12': {'RSI': '39.9812'}, '2021-03-05': {'RSI': '37.4620'}, '2021-02-26': {'RSI': '44.2902'}, '2021-02-19': {'RSI': '75.4284'}, '2021-02-12': {'RSI': '73.9262'}, '2021-02-05': {'RSI': '72.3335'}, '2021-01-29': {'RSI': '52.4940'}, '2021-01-22': {'RSI': '67.9662'}, '2021-01-15': {'RSI': '66.7854'}, '2021-01-08': {'RSI': '68.7504'}, '2020-12-31': {'RSI': '70.0421'}, '2020-12-24': {'RSI': '72.7878'}, '2020-12-18': {'RSI': '70.0823'}, '2020-12-11': {'RSI': '69.6809'}, '2020-12-04': {'RSI': '71.0062'}, '2020-11-27': {'RSI': '69.0756'}, '2020-11-20': {'RSI': '60.6107'}, '2020-11-13': {'RSI': '62.0547'}, '2020-11-06': {'RSI': '61.7291'}, '2020-10-30': {'RSI': '50.8402'}, '2020-10-23': {'RSI': '62.2713'}, '2020-10-16': {'RSI': '67.3920'}, '2020-10-09': {'RSI': '68.1498'}, '2020-10-02': {'RSI': '69.4095'}, '2020-09-25': {'RSI': '67.7918'}, '2020-09-18': {'RSI': '63.8587'}, '2020-09-11': {'RSI': '62.2161'}, '2020-09-04': {'RSI': '65.3602'}, '2020-08-28': {'RSI': '71.8575'}, '2020-08-21': {'RSI': '57.1623'}, '2020-08-14': {'RSI': '52.9025'}, '2020-08-07': {'RSI': '47.4936'}, '2020-07-31': {'RSI': '50.7885'}, '2020-07-24': {'RSI': '48.1742'}, '2020-07-17': {'RSI': '48.8603'}, '2020-07-10': {'RSI': '56.8401'}, '2020-07-02': {'RSI': '55.4301'}, '2020-06-26': {'RSI': '49.3195'}, '2020-06-19': {'RSI': '55.3219'}, '2020-06-12': {'RSI': '51.2702'}, '2020-06-05': {'RSI': '49.9744'}, '2020-05-29': {'RSI': '52.8729'}, '2020-05-22': {'RSI': '61.2091'}, '2020-05-15': {'RSI': '50.3015'}, '2020-05-08': {'RSI': '49.0195'}, '2020-05-01': {'RSI': '43.6177'}, '2020-04-24': {'RSI': '43.7714'}, '2020-04-17': {'RSI': '39.9138'}, '2020-04-09': {'RSI': '38.3794'}, '2020-04-03': {'RSI': '26.6676'}, '2020-03-27': {'RSI': '29.4980'}, '2020-03-20': {'RSI': '20.5811'}, '2020-03-13': {'RSI': '27.8259'}, '2020-03-06': {'RSI': '29.9610'}, '2020-02-28': {'RSI': '34.1112'}, '2020-02-21': {'RSI': '62.8579'}, '2020-02-14': {'RSI': '74.0714'}, '2020-02-07': {'RSI': '69.1122'}, '2020-01-31': {'RSI': '64.4272'}, '2020-01-24': {'RSI': '66.0080'}, '2020-01-17': {'RSI': '63.0058'}, '2020-01-10': {'RSI': '63.8342'}, '2020-01-03': {'RSI': '58.9570'}, '2019-12-27': {'RSI': '55.0646'}, '2019-12-20': {'RSI': '56.0946'}, '2019-12-13': {'RSI': '53.5367'}, '2019-12-06': {'RSI': '56.0124'}, '2019-11-29': {'RSI': '58.6696'}, '2019-11-22': {'RSI': '57.5595'}, '2019-11-15': {'RSI': '47.3847'}, '2019-11-08': {'RSI': '47.2592'}, '2019-11-01': {'RSI': '48.5803'}, '2019-10-25': {'RSI': '48.9204'}, '2019-10-18': {'RSI': '40.5352'}, '2019-10-11': {'RSI': '49.4027'}, '2019-10-04': {'RSI': '49.7112'}, '2019-09-27': {'RSI': '44.5324'}, '2019-09-20': {'RSI': '54.8953'}, '2019-09-13': {'RSI': '41.3124'}, '2019-09-06': {'RSI': '53.3976'}, '2019-08-30': {'RSI': '60.2890'}, '2019-08-23': {'RSI': '69.4083'}, '2019-08-16': {'RSI': '72.7828'}, '2019-08-09': {'RSI': '70.4738'}, '2019-08-02': {'RSI': '69.7168'}, '2019-07-26': {'RSI': '84.1995'}, '2019-07-19': {'RSI': '81.3405'}, '2019-07-12': {'RSI': '82.5001'}, '2019-07-05': {'RSI': '78.8961'}, '2019-06-28': {'RSI': '76.0171'}, '2019-06-21': {'RSI': '77.5015'}, '2019-06-14': {'RSI': '74.8113'}, '2019-06-07': {'RSI': '74.2501'}, '2019-05-31': {'RSI': '68.2886'}, '2019-05-24': {'RSI': '54.9333'}, '2019-05-17': {'RSI': '59.0232'}, '2019-05-10': {'RSI': '64.4489'}, '2019-05-03': {'RSI': '64.5579'}, '2019-04-26': {'RSI': '62.7233'}, '2019-04-18': {'RSI': '54.9045'}, '2019-04-12': {'RSI': '56.3483'}, '2019-04-05': {'RSI': '55.3785'}, '2019-03-29': {'RSI': '67.7892'}, '2019-03-22': {'RSI': '67.1622'}, '2019-03-15': {'RSI': '72.0837'}, '2019-03-08': {'RSI': '67.5174'}, '2019-03-01': {'RSI': '76.4833'}, '2019-02-22': {'RSI': '66.4850'}, '2019-02-15': {'RSI': '68.7733'}, '2019-02-08': {'RSI': '64.4691'}, '2019-02-01': {'RSI': '62.8487'}, '2019-01-25': {'RSI': '65.6848'}, '2019-01-18': {'RSI': '61.8601'}, '2019-01-11': {'RSI': '59.3090'}, '2019-01-04': {'RSI': '48.2099'}, '2018-12-28': {'RSI': '58.0395'}}}\n",
      "{'Meta Data': {'1: Symbol': 'BRG', '2: Indicator': 'Relative Strength Index (RSI)', '3: Last Refreshed': '2021-06-14', '4: Interval': 'weekly', '5: Time Period': 10, '6: Series Type': 'close', '7: Time Zone': 'US/Eastern Time'}, 'Technical Analysis: RSI': {'2021-06-14': {'RSI': '53.9845'}, '2021-06-11': {'RSI': '52.3755'}, '2021-06-04': {'RSI': '44.5189'}, '2021-05-28': {'RSI': '45.4181'}, '2021-05-21': {'RSI': '41.7097'}, '2021-05-14': {'RSI': '40.3196'}, '2021-05-07': {'RSI': '39.0105'}, '2021-04-30': {'RSI': '40.4064'}, '2021-04-23': {'RSI': '41.8505'}, '2021-04-16': {'RSI': '37.4223'}, '2021-04-09': {'RSI': '42.0511'}, '2021-04-01': {'RSI': '47.9994'}, '2021-03-26': {'RSI': '51.5595'}, '2021-03-19': {'RSI': '56.2127'}, '2021-03-12': {'RSI': '64.6873'}, '2021-03-05': {'RSI': '56.7408'}, '2021-02-26': {'RSI': '52.8328'}, '2021-02-19': {'RSI': '59.8631'}, '2021-02-12': {'RSI': '60.5605'}, '2021-02-05': {'RSI': '60.3944'}, '2021-01-29': {'RSI': '53.2120'}, '2021-01-22': {'RSI': '66.1391'}, '2021-01-15': {'RSI': '72.8737'}, '2021-01-08': {'RSI': '73.8643'}, '2020-12-31': {'RSI': '87.6212'}, '2020-12-24': {'RSI': '84.8914'}, '2020-12-18': {'RSI': '84.7118'}, '2020-12-11': {'RSI': '79.6998'}, '2020-12-04': {'RSI': '79.5951'}, '2020-11-27': {'RSI': '69.6687'}, '2020-11-20': {'RSI': '69.5742'}, '2020-11-13': {'RSI': '68.5150'}, '2020-11-06': {'RSI': '60.0710'}, '2020-10-30': {'RSI': '64.2854'}, '2020-10-23': {'RSI': '62.6787'}, '2020-10-16': {'RSI': '58.1613'}, '2020-10-09': {'RSI': '64.6788'}, '2020-10-02': {'RSI': '61.3035'}, '2020-09-25': {'RSI': '51.3707'}, '2020-09-18': {'RSI': '51.3448'}, '2020-09-11': {'RSI': '48.1550'}, '2020-09-04': {'RSI': '50.7594'}, '2020-08-28': {'RSI': '49.9060'}, '2020-08-21': {'RSI': '47.0755'}, '2020-08-14': {'RSI': '50.6146'}, '2020-08-07': {'RSI': '52.4424'}, '2020-07-31': {'RSI': '47.5266'}, '2020-07-24': {'RSI': '49.1117'}, '2020-07-17': {'RSI': '49.1986'}, '2020-07-10': {'RSI': '46.6507'}, '2020-07-02': {'RSI': '52.7636'}, '2020-06-26': {'RSI': '49.7628'}, '2020-06-19': {'RSI': '52.1417'}, '2020-06-12': {'RSI': '55.2838'}, '2020-06-05': {'RSI': '54.8170'}, '2020-05-29': {'RSI': '41.9285'}, '2020-05-22': {'RSI': '41.2905'}, '2020-05-15': {'RSI': '35.2041'}, '2020-05-08': {'RSI': '39.5224'}, '2020-05-01': {'RSI': '34.2185'}, '2020-04-24': {'RSI': '32.9981'}, '2020-04-17': {'RSI': '33.8265'}, '2020-04-09': {'RSI': '35.8516'}, '2020-04-03': {'RSI': '13.2453'}, '2020-03-27': {'RSI': '17.1513'}, '2020-03-20': {'RSI': '17.5001'}, '2020-03-13': {'RSI': '24.4878'}, '2020-03-06': {'RSI': '45.8242'}, '2020-02-28': {'RSI': '29.0120'}, '2020-02-21': {'RSI': '46.2263'}, '2020-02-14': {'RSI': '46.2263'}, '2020-02-07': {'RSI': '50.4714'}, '2020-01-31': {'RSI': '44.8255'}, '2020-01-24': {'RSI': '56.3973'}, '2020-01-17': {'RSI': '56.9058'}, '2020-01-10': {'RSI': '54.3105'}, '2020-01-03': {'RSI': '56.9567'}, '2019-12-27': {'RSI': '52.0505'}, '2019-12-20': {'RSI': '51.0728'}, '2019-12-13': {'RSI': '46.6472'}, '2019-12-06': {'RSI': '60.9333'}, '2019-11-29': {'RSI': '59.3782'}, '2019-11-22': {'RSI': '50.7289'}, '2019-11-15': {'RSI': '50.9281'}, '2019-11-08': {'RSI': '47.7919'}, '2019-11-01': {'RSI': '59.4605'}, '2019-10-25': {'RSI': '54.0657'}, '2019-10-18': {'RSI': '62.5196'}, '2019-10-11': {'RSI': '51.8776'}, '2019-10-04': {'RSI': '52.8600'}, '2019-09-27': {'RSI': '54.9679'}, '2019-09-20': {'RSI': '55.0851'}, '2019-09-13': {'RSI': '49.3342'}, '2019-09-06': {'RSI': '59.6438'}, '2019-08-30': {'RSI': '65.5514'}, '2019-08-23': {'RSI': '62.1800'}, '2019-08-16': {'RSI': '68.1858'}, '2019-08-09': {'RSI': '63.8087'}, '2019-08-02': {'RSI': '65.8471'}, '2019-07-26': {'RSI': '60.6092'}, '2019-07-19': {'RSI': '54.6936'}, '2019-07-12': {'RSI': '61.5911'}, '2019-07-05': {'RSI': '69.4768'}, '2019-06-28': {'RSI': '66.2592'}, '2019-06-21': {'RSI': '62.7990'}, '2019-06-14': {'RSI': '73.2848'}, '2019-06-07': {'RSI': '71.5516'}, '2019-05-31': {'RSI': '65.3468'}, '2019-05-24': {'RSI': '72.1173'}, '2019-05-17': {'RSI': '67.2604'}, '2019-05-10': {'RSI': '61.7826'}, '2019-05-03': {'RSI': '71.9382'}, '2019-04-26': {'RSI': '74.1316'}, '2019-04-18': {'RSI': '68.6902'}, '2019-04-12': {'RSI': '77.5797'}, '2019-04-05': {'RSI': '76.1291'}, '2019-03-29': {'RSI': '72.0620'}, '2019-03-22': {'RSI': '65.3276'}, '2019-03-15': {'RSI': '65.0822'}, '2019-03-08': {'RSI': '66.7835'}, '2019-03-01': {'RSI': '67.4180'}, '2019-02-22': {'RSI': '68.5909'}, '2019-02-15': {'RSI': '65.4832'}, '2019-02-08': {'RSI': '60.2510'}, '2019-02-01': {'RSI': '64.1097'}, '2019-01-25': {'RSI': '65.1104'}, '2019-01-18': {'RSI': '67.9755'}, '2019-01-11': {'RSI': '65.7123'}, '2019-01-04': {'RSI': '61.9625'}, '2018-12-28': {'RSI': '46.5066'}, '2018-12-21': {'RSI': '69.7827'}, '2018-12-14': {'RSI': '63.0213'}, '2018-12-07': {'RSI': '61.4340'}, '2018-11-30': {'RSI': '48.3117'}, '2018-11-23': {'RSI': '45.4041'}, '2018-11-16': {'RSI': '42.1068'}, '2018-11-09': {'RSI': '48.2230'}, '2018-11-02': {'RSI': '46.2140'}, '2018-10-26': {'RSI': '45.8991'}, '2018-10-19': {'RSI': '40.9186'}, '2018-10-12': {'RSI': '36.3006'}, '2018-10-05': {'RSI': '51.5973'}, '2018-09-28': {'RSI': '71.9460'}, '2018-09-21': {'RSI': '78.0683'}, '2018-09-14': {'RSI': '74.9637'}, '2018-09-07': {'RSI': '73.9255'}, '2018-08-31': {'RSI': '76.2005'}, '2018-08-24': {'RSI': '77.8169'}, '2018-08-17': {'RSI': '75.6472'}, '2018-08-10': {'RSI': '69.7513'}, '2018-08-03': {'RSI': '60.6160'}, '2018-07-27': {'RSI': '56.2964'}, '2018-07-20': {'RSI': '57.2380'}, '2018-07-13': {'RSI': '59.0149'}, '2018-07-06': {'RSI': '60.2780'}, '2018-06-29': {'RSI': '54.7588'}, '2018-06-22': {'RSI': '56.2393'}, '2018-06-15': {'RSI': '55.9100'}, '2018-06-08': {'RSI': '54.1719'}, '2018-06-01': {'RSI': '52.2351'}, '2018-05-25': {'RSI': '49.8507'}, '2018-05-18': {'RSI': '49.3960'}, '2018-05-11': {'RSI': '54.2671'}, '2018-05-04': {'RSI': '57.0279'}, '2018-04-27': {'RSI': '54.0472'}, '2018-04-20': {'RSI': '48.1441'}, '2018-04-13': {'RSI': '48.5059'}, '2018-04-06': {'RSI': '48.8362'}, '2018-03-29': {'RSI': '44.7748'}, '2018-03-23': {'RSI': '38.9603'}, '2018-03-16': {'RSI': '41.8539'}, '2018-03-09': {'RSI': '35.7179'}, '2018-03-02': {'RSI': '32.1151'}, '2018-02-23': {'RSI': '26.0269'}, '2018-02-16': {'RSI': '27.1583'}, '2018-02-09': {'RSI': '15.3617'}, '2018-02-02': {'RSI': '18.3117'}, '2018-01-26': {'RSI': '23.2966'}, '2018-01-19': {'RSI': '27.1317'}, '2018-01-12': {'RSI': '28.2477'}, '2018-01-05': {'RSI': '35.4697'}, '2017-12-29': {'RSI': '37.2898'}, '2017-12-22': {'RSI': '36.0236'}, '2017-12-15': {'RSI': '36.8571'}, '2017-12-08': {'RSI': '46.8176'}, '2017-12-01': {'RSI': '50.3141'}, '2017-11-24': {'RSI': '55.2052'}, '2017-11-17': {'RSI': '51.4737'}, '2017-11-10': {'RSI': '56.5907'}, '2017-11-03': {'RSI': '45.9911'}, '2017-10-27': {'RSI': '55.2812'}, '2017-10-20': {'RSI': '56.7380'}, '2017-10-13': {'RSI': '53.7772'}, '2017-10-06': {'RSI': '51.6945'}, '2017-09-29': {'RSI': '47.7603'}, '2017-09-22': {'RSI': '34.9162'}, '2017-09-15': {'RSI': '33.5282'}, '2017-09-08': {'RSI': '30.9438'}, '2017-09-01': {'RSI': '31.4518'}, '2017-08-25': {'RSI': '27.5258'}, '2017-08-18': {'RSI': '25.8508'}, '2017-08-11': {'RSI': '28.3330'}, '2017-08-04': {'RSI': '33.6532'}, '2017-07-28': {'RSI': '68.8893'}, '2017-07-21': {'RSI': '67.6819'}, '2017-07-14': {'RSI': '63.8253'}, '2017-07-07': {'RSI': '54.4547'}, '2017-06-30': {'RSI': '58.5773'}, '2017-06-23': {'RSI': '63.7343'}, '2017-06-16': {'RSI': '62.8443'}, '2017-06-09': {'RSI': '57.6750'}, '2017-06-02': {'RSI': '56.6575'}, '2017-05-26': {'RSI': '50.8026'}, '2017-05-19': {'RSI': '57.4135'}, '2017-05-12': {'RSI': '54.7194'}, '2017-05-05': {'RSI': '47.8535'}, '2017-04-28': {'RSI': '51.0547'}, '2017-04-21': {'RSI': '55.7973'}, '2017-04-13': {'RSI': '52.0390'}, '2017-04-07': {'RSI': '53.1148'}, '2017-03-31': {'RSI': '47.9495'}, '2017-03-24': {'RSI': '43.1973'}, '2017-03-17': {'RSI': '40.7512'}, '2017-03-10': {'RSI': '31.6462'}, '2017-03-03': {'RSI': '46.3893'}, '2017-02-24': {'RSI': '46.3893'}, '2017-02-17': {'RSI': '48.8223'}, '2017-02-10': {'RSI': '58.8785'}, '2017-02-03': {'RSI': '57.9797'}, '2017-01-27': {'RSI': '55.3443'}, '2017-01-20': {'RSI': '53.0549'}, '2017-01-13': {'RSI': '53.3693'}, '2017-01-06': {'RSI': '58.8625'}, '2016-12-30': {'RSI': '63.5739'}, '2016-12-23': {'RSI': '60.8548'}, '2016-12-16': {'RSI': '57.9725'}, '2016-12-09': {'RSI': '57.4648'}, '2016-12-02': {'RSI': '48.9116'}, '2016-11-25': {'RSI': '59.3787'}, '2016-11-18': {'RSI': '58.4625'}, '2016-11-11': {'RSI': '52.9422'}, '2016-11-04': {'RSI': '45.3613'}, '2016-10-28': {'RSI': '45.0868'}, '2016-10-21': {'RSI': '55.5032'}, '2016-10-14': {'RSI': '47.2896'}, '2016-10-07': {'RSI': '40.8617'}, '2016-09-30': {'RSI': '55.7982'}, '2016-09-23': {'RSI': '66.2617'}, '2016-09-16': {'RSI': '62.3376'}, '2016-09-09': {'RSI': '53.3373'}, '2016-09-02': {'RSI': '73.0470'}, '2016-08-26': {'RSI': '75.9766'}, '2016-08-19': {'RSI': '75.3730'}, '2016-08-12': {'RSI': '77.9508'}, '2016-08-05': {'RSI': '81.7242'}, '2016-07-29': {'RSI': '78.4361'}, '2016-07-22': {'RSI': '81.2555'}, '2016-07-15': {'RSI': '77.3157'}, '2016-07-08': {'RSI': '77.0480'}, '2016-07-01': {'RSI': '76.5500'}, '2016-06-24': {'RSI': '71.6616'}, '2016-06-17': {'RSI': '68.7094'}, '2016-06-10': {'RSI': '67.9258'}, '2016-06-03': {'RSI': '66.4118'}, '2016-05-27': {'RSI': '66.6139'}, '2016-05-20': {'RSI': '61.0968'}, '2016-05-13': {'RSI': '71.2443'}, '2016-05-06': {'RSI': '62.4996'}, '2016-04-29': {'RSI': '56.5542'}, '2016-04-22': {'RSI': '55.0749'}, '2016-04-15': {'RSI': '56.2778'}, '2016-04-08': {'RSI': '55.5886'}, '2016-04-01': {'RSI': '52.0513'}, '2016-03-24': {'RSI': '46.6045'}, '2016-03-18': {'RSI': '48.8637'}, '2016-03-11': {'RSI': '53.2695'}, '2016-03-04': {'RSI': '55.3759'}, '2016-02-26': {'RSI': '46.3362'}, '2016-02-19': {'RSI': '34.9796'}, '2016-02-12': {'RSI': '28.4344'}, '2016-02-05': {'RSI': '32.3411'}, '2016-01-29': {'RSI': '37.3840'}, '2016-01-22': {'RSI': '36.2660'}, '2016-01-15': {'RSI': '34.8918'}, '2016-01-08': {'RSI': '44.9854'}, '2015-12-31': {'RSI': '54.3713'}, '2015-12-24': {'RSI': '56.4568'}, '2015-12-18': {'RSI': '53.4375'}, '2015-12-11': {'RSI': '34.5699'}, '2015-12-04': {'RSI': '41.8351'}, '2015-11-27': {'RSI': '42.4778'}, '2015-11-20': {'RSI': '44.9956'}, '2015-11-13': {'RSI': '38.1207'}, '2015-11-06': {'RSI': '48.5646'}, '2015-10-30': {'RSI': '44.7951'}, '2015-10-23': {'RSI': '52.9430'}, '2015-10-16': {'RSI': '54.6829'}, '2015-10-09': {'RSI': '54.1889'}, '2015-10-02': {'RSI': '53.1157'}, '2015-09-25': {'RSI': '44.6064'}, '2015-09-18': {'RSI': '48.9193'}, '2015-09-11': {'RSI': '26.5829'}, '2015-09-04': {'RSI': '22.8256'}, '2015-08-28': {'RSI': '27.4639'}, '2015-08-21': {'RSI': '30.5072'}, '2015-08-14': {'RSI': '34.5404'}, '2015-08-07': {'RSI': '34.6861'}, '2015-07-31': {'RSI': '48.2331'}, '2015-07-24': {'RSI': '41.5722'}, '2015-07-17': {'RSI': '45.8991'}, '2015-07-10': {'RSI': '36.1794'}, '2015-07-02': {'RSI': '37.5060'}, '2015-06-26': {'RSI': '42.7454'}, '2015-06-19': {'RSI': '56.0339'}, '2015-06-12': {'RSI': '50.7331'}, '2015-06-05': {'RSI': '58.0232'}, '2015-05-29': {'RSI': '64.4655'}, '2015-05-22': {'RSI': '63.3896'}, '2015-05-15': {'RSI': '60.9158'}, '2015-05-08': {'RSI': '63.9065'}, '2015-05-01': {'RSI': '70.1015'}, '2015-04-24': {'RSI': '66.5328'}, '2015-04-17': {'RSI': '62.3805'}, '2015-04-10': {'RSI': '60.4402'}, '2015-04-02': {'RSI': '61.8763'}, '2015-03-27': {'RSI': '55.1647'}, '2015-03-20': {'RSI': '56.5288'}, '2015-03-13': {'RSI': '56.5288'}, '2015-03-06': {'RSI': '59.8792'}, '2015-02-27': {'RSI': '55.9643'}, '2015-02-20': {'RSI': '56.6443'}, '2015-02-13': {'RSI': '64.1892'}, '2015-02-06': {'RSI': '59.9020'}, '2015-01-30': {'RSI': '62.3447'}, '2015-01-23': {'RSI': '53.7086'}, '2015-01-16': {'RSI': '55.0889'}, '2015-01-09': {'RSI': '62.6669'}, '2015-01-02': {'RSI': '49.9586'}, '2014-12-26': {'RSI': '49.1802'}, '2014-12-19': {'RSI': '56.2920'}, '2014-12-12': {'RSI': '52.5572'}, '2014-12-05': {'RSI': '52.3908'}, '2014-11-28': {'RSI': '53.5748'}, '2014-11-21': {'RSI': '56.8819'}, '2014-11-14': {'RSI': '52.4705'}, '2014-11-07': {'RSI': '51.8118'}, '2014-10-31': {'RSI': '44.7865'}, '2014-10-24': {'RSI': '44.0670'}, '2014-10-17': {'RSI': '41.3953'}, '2014-10-10': {'RSI': '40.4809'}, '2014-10-03': {'RSI': '41.0574'}, '2014-09-26': {'RSI': '50.8305'}, '2014-09-19': {'RSI': '55.0002'}, '2014-09-12': {'RSI': '57.1418'}, '2014-09-05': {'RSI': '57.5665'}, '2014-08-29': {'RSI': '48.0022'}, '2014-08-22': {'RSI': '42.9507'}, '2014-08-15': {'RSI': '46.9745'}, '2014-08-08': {'RSI': '35.2222'}, '2014-08-01': {'RSI': '31.0417'}, '2014-07-25': {'RSI': '36.7580'}, '2014-07-18': {'RSI': '39.5350'}, '2014-07-11': {'RSI': '44.4835'}, '2014-07-03': {'RSI': '47.0419'}, '2014-06-27': {'RSI': '38.5177'}, '2014-06-20': {'RSI': '32.0826'}, '2014-06-13': {'RSI': '48.1449'}}}\n",
      "{'Meta Data': {'1: Symbol': 'RARE', '2: Indicator': 'Relative Strength Index (RSI)', '3: Last Refreshed': '2021-06-14', '4: Interval': 'weekly', '5: Time Period': 10, '6: Series Type': 'close', '7: Time Zone': 'US/Eastern Time'}, 'Technical Analysis: RSI': {'2021-06-14': {'RSI': '42.3106'}, '2021-06-11': {'RSI': '41.2572'}, '2021-06-04': {'RSI': '32.1898'}, '2021-05-28': {'RSI': '37.3832'}, '2021-05-21': {'RSI': '40.8948'}, '2021-05-14': {'RSI': '43.1908'}, '2021-05-07': {'RSI': '45.5646'}, '2021-04-30': {'RSI': '43.3457'}, '2021-04-23': {'RSI': '42.0435'}, '2021-04-16': {'RSI': '41.2539'}, '2021-04-09': {'RSI': '37.7776'}, '2021-04-01': {'RSI': '41.9188'}, '2021-03-26': {'RSI': '39.1001'}, '2021-03-19': {'RSI': '46.2239'}, '2021-03-12': {'RSI': '47.2939'}, '2021-03-05': {'RSI': '42.7545'}, '2021-02-26': {'RSI': '54.2124'}, '2021-02-19': {'RSI': '58.2361'}, '2021-02-12': {'RSI': '59.5130'}, '2021-02-05': {'RSI': '66.9687'}, '2021-01-29': {'RSI': '57.5014'}, '2021-01-22': {'RSI': '58.7062'}, '2021-01-15': {'RSI': '57.6441'}, '2021-01-08': {'RSI': '65.2716'}, '2020-12-31': {'RSI': '60.7700'}, '2020-12-24': {'RSI': '90.7564'}, '2020-12-18': {'RSI': '90.1425'}, '2020-12-11': {'RSI': '86.1961'}, '2020-12-04': {'RSI': '81.4474'}, '2020-11-27': {'RSI': '79.0300'}, '2020-11-20': {'RSI': '75.1981'}, '2020-11-13': {'RSI': '79.8472'}, '2020-11-06': {'RSI': '77.2737'}, '2020-10-30': {'RSI': '70.9982'}, '2020-10-23': {'RSI': '65.0865'}, '2020-10-16': {'RSI': '64.1223'}, '2020-10-09': {'RSI': '67.9662'}, '2020-10-02': {'RSI': '59.0027'}, '2020-09-25': {'RSI': '56.4607'}, '2020-09-18': {'RSI': '57.5636'}, '2020-09-11': {'RSI': '47.0427'}, '2020-09-04': {'RSI': '49.4599'}, '2020-08-28': {'RSI': '64.2965'}, '2020-08-21': {'RSI': '67.7589'}, '2020-08-14': {'RSI': '65.5728'}, '2020-08-07': {'RSI': '65.3398'}, '2020-07-31': {'RSI': '59.1870'}, '2020-07-24': {'RSI': '58.8027'}, '2020-07-17': {'RSI': '71.3810'}, '2020-07-10': {'RSI': '72.0307'}, '2020-07-02': {'RSI': '71.8974'}, '2020-06-26': {'RSI': '65.5426'}, '2020-06-19': {'RSI': '67.9397'}, '2020-06-12': {'RSI': '59.7277'}, '2020-06-05': {'RSI': '62.3594'}, '2020-05-29': {'RSI': '61.1501'}, '2020-05-22': {'RSI': '68.3972'}, '2020-05-15': {'RSI': '66.7255'}, '2020-05-08': {'RSI': '61.2750'}, '2020-05-01': {'RSI': '56.8427'}, '2020-04-24': {'RSI': '66.9090'}, '2020-04-17': {'RSI': '60.5560'}, '2020-04-09': {'RSI': '54.2984'}, '2020-04-03': {'RSI': '49.2885'}, '2020-03-27': {'RSI': '41.0651'}, '2020-03-20': {'RSI': '32.8299'}, '2020-03-13': {'RSI': '38.6443'}, '2020-03-06': {'RSI': '47.4958'}, '2020-02-28': {'RSI': '57.2317'}, '2020-02-21': {'RSI': '64.0187'}, '2020-02-14': {'RSI': '67.8240'}, '2020-02-07': {'RSI': '66.7295'}, '2020-01-31': {'RSI': '57.6240'}, '2020-01-24': {'RSI': '67.3939'}, '2020-01-17': {'RSI': '75.1512'}, '2020-01-10': {'RSI': '68.6300'}, '2020-01-03': {'RSI': '44.9772'}, '2019-12-27': {'RSI': '46.0357'}, '2019-12-20': {'RSI': '46.1679'}, '2019-12-13': {'RSI': '44.0579'}, '2019-12-06': {'RSI': '44.6403'}, '2019-11-29': {'RSI': '35.0527'}, '2019-11-22': {'RSI': '32.0161'}, '2019-11-15': {'RSI': '23.2337'}, '2019-11-08': {'RSI': '26.5716'}, '2019-11-01': {'RSI': '29.0928'}, '2019-10-25': {'RSI': '29.2913'}, '2019-10-18': {'RSI': '31.5797'}, '2019-10-11': {'RSI': '31.6426'}, '2019-10-04': {'RSI': '33.7719'}, '2019-09-27': {'RSI': '28.8244'}, '2019-09-20': {'RSI': '28.8918'}, '2019-09-13': {'RSI': '30.2829'}, '2019-09-06': {'RSI': '30.8598'}, '2019-08-30': {'RSI': '41.2695'}, '2019-08-23': {'RSI': '42.4371'}, '2019-08-16': {'RSI': '46.9171'}, '2019-08-09': {'RSI': '50.3218'}, '2019-08-02': {'RSI': '41.6641'}, '2019-07-26': {'RSI': '51.6645'}, '2019-07-19': {'RSI': '51.4256'}, '2019-07-12': {'RSI': '45.7118'}, '2019-07-05': {'RSI': '47.0591'}, '2019-06-28': {'RSI': '52.8900'}, '2019-06-21': {'RSI': '51.6744'}, '2019-06-14': {'RSI': '43.7834'}, '2019-06-07': {'RSI': '47.3385'}, '2019-05-31': {'RSI': '39.3511'}, '2019-05-24': {'RSI': '41.9211'}, '2019-05-17': {'RSI': '47.1568'}, '2019-05-10': {'RSI': '50.7542'}, '2019-05-03': {'RSI': '56.3561'}, '2019-04-26': {'RSI': '56.8804'}, '2019-04-18': {'RSI': '52.5551'}, '2019-04-12': {'RSI': '65.1791'}, '2019-04-05': {'RSI': '67.8294'}, '2019-03-29': {'RSI': '63.4267'}, '2019-03-22': {'RSI': '58.6264'}, '2019-03-15': {'RSI': '64.4806'}, '2019-03-08': {'RSI': '58.8755'}, '2019-03-01': {'RSI': '67.1633'}, '2019-02-22': {'RSI': '58.6799'}, '2019-02-15': {'RSI': '54.3247'}, '2019-02-08': {'RSI': '47.5794'}, '2019-02-01': {'RSI': '44.4910'}, '2019-01-25': {'RSI': '44.7547'}, '2019-01-18': {'RSI': '48.0754'}, '2019-01-11': {'RSI': '41.2430'}, '2019-01-04': {'RSI': '30.6223'}, '2018-12-28': {'RSI': '28.3635'}, '2018-12-21': {'RSI': '22.3641'}, '2018-12-14': {'RSI': '27.2761'}, '2018-12-07': {'RSI': '27.7774'}, '2018-11-30': {'RSI': '33.8079'}, '2018-11-23': {'RSI': '33.0805'}, '2018-11-16': {'RSI': '33.0635'}, '2018-11-09': {'RSI': '31.4515'}, '2018-11-02': {'RSI': '32.5686'}, '2018-10-26': {'RSI': '24.8290'}, '2018-10-19': {'RSI': '34.8944'}, '2018-10-12': {'RSI': '36.2101'}, '2018-10-05': {'RSI': '46.3746'}, '2018-09-28': {'RSI': '49.2371'}, '2018-09-21': {'RSI': '62.9927'}, '2018-09-14': {'RSI': '66.7926'}, '2018-09-07': {'RSI': '64.7710'}, '2018-08-31': {'RSI': '64.7426'}, '2018-08-24': {'RSI': '55.2618'}, '2018-08-17': {'RSI': '58.7170'}, '2018-08-10': {'RSI': '56.5352'}, '2018-08-03': {'RSI': '51.1619'}, '2018-07-27': {'RSI': '60.1902'}, '2018-07-20': {'RSI': '69.8732'}, '2018-07-13': {'RSI': '73.2799'}, '2018-07-06': {'RSI': '71.7094'}, '2018-06-29': {'RSI': '67.0733'}, '2018-06-22': {'RSI': '83.3189'}, '2018-06-15': {'RSI': '82.5251'}, '2018-06-08': {'RSI': '80.7179'}, '2018-06-01': {'RSI': '77.1751'}, '2018-05-25': {'RSI': '71.8594'}, '2018-05-18': {'RSI': '70.5316'}, '2018-05-11': {'RSI': '68.7936'}, '2018-05-04': {'RSI': '56.5297'}, '2018-04-27': {'RSI': '52.0326'}, '2018-04-20': {'RSI': '56.8255'}, '2018-04-13': {'RSI': '54.9838'}, '2018-04-06': {'RSI': '46.7739'}, '2018-03-29': {'RSI': '51.2761'}, '2018-03-23': {'RSI': '49.5087'}, '2018-03-16': {'RSI': '51.6550'}, '2018-03-09': {'RSI': '56.0647'}, '2018-03-02': {'RSI': '51.3399'}, '2018-02-23': {'RSI': '46.9752'}, '2018-02-16': {'RSI': '45.7890'}, '2018-02-09': {'RSI': '41.5765'}, '2018-02-02': {'RSI': '47.3069'}, '2018-01-26': {'RSI': '59.9017'}, '2018-01-19': {'RSI': '47.4787'}, '2018-01-12': {'RSI': '44.7507'}, '2018-01-05': {'RSI': '49.9150'}, '2017-12-29': {'RSI': '40.8776'}, '2017-12-22': {'RSI': '43.5094'}, '2017-12-15': {'RSI': '35.9777'}, '2017-12-08': {'RSI': '37.1624'}, '2017-12-01': {'RSI': '46.6935'}, '2017-11-24': {'RSI': '40.4359'}, '2017-11-17': {'RSI': '38.5750'}, '2017-11-10': {'RSI': '37.0258'}, '2017-11-03': {'RSI': '39.7592'}, '2017-10-27': {'RSI': '33.4844'}, '2017-10-20': {'RSI': '39.6458'}, '2017-10-13': {'RSI': '43.1391'}, '2017-10-06': {'RSI': '43.6498'}, '2017-09-29': {'RSI': '41.8425'}, '2017-09-22': {'RSI': '40.0289'}, '2017-09-15': {'RSI': '43.4308'}, '2017-09-08': {'RSI': '34.8808'}, '2017-09-01': {'RSI': '41.7315'}, '2017-08-25': {'RSI': '32.5017'}, '2017-08-18': {'RSI': '38.1505'}, '2017-08-11': {'RSI': '41.9094'}, '2017-08-04': {'RSI': '47.4528'}, '2017-07-28': {'RSI': '53.5464'}, '2017-07-21': {'RSI': '59.2429'}, '2017-07-14': {'RSI': '50.4311'}, '2017-07-07': {'RSI': '49.6752'}, '2017-06-30': {'RSI': '46.6640'}, '2017-06-23': {'RSI': '53.5280'}, '2017-06-16': {'RSI': '47.1296'}, '2017-06-09': {'RSI': '36.8636'}, '2017-06-02': {'RSI': '35.8444'}, '2017-05-26': {'RSI': '33.9454'}, '2017-05-19': {'RSI': '35.5333'}, '2017-05-12': {'RSI': '35.9996'}, '2017-05-05': {'RSI': '39.0036'}, '2017-04-28': {'RSI': '42.3684'}, '2017-04-21': {'RSI': '36.6959'}, '2017-04-13': {'RSI': '36.2673'}, '2017-04-07': {'RSI': '34.2646'}, '2017-03-31': {'RSI': '41.5111'}, '2017-03-24': {'RSI': '43.8815'}, '2017-03-17': {'RSI': '61.7297'}, '2017-03-10': {'RSI': '63.9579'}, '2017-03-03': {'RSI': '67.6419'}, '2017-02-24': {'RSI': '57.1358'}, '2017-02-17': {'RSI': '56.4751'}, '2017-02-10': {'RSI': '52.9681'}, '2017-02-03': {'RSI': '53.2375'}, '2017-01-27': {'RSI': '47.5703'}, '2017-01-20': {'RSI': '47.0462'}, '2017-01-13': {'RSI': '51.4816'}, '2017-01-06': {'RSI': '55.8343'}, '2016-12-30': {'RSI': '49.3526'}, '2016-12-23': {'RSI': '53.0112'}, '2016-12-16': {'RSI': '51.5817'}, '2016-12-09': {'RSI': '50.2459'}, '2016-12-02': {'RSI': '53.6041'}, '2016-11-25': {'RSI': '66.3793'}, '2016-11-18': {'RSI': '63.8201'}, '2016-11-11': {'RSI': '63.4086'}, '2016-11-04': {'RSI': '37.3569'}, '2016-10-28': {'RSI': '45.3440'}, '2016-10-21': {'RSI': '50.3092'}, '2016-10-14': {'RSI': '43.1504'}, '2016-10-07': {'RSI': '57.4457'}, '2016-09-30': {'RSI': '57.6311'}, '2016-09-23': {'RSI': '60.5501'}, '2016-09-16': {'RSI': '69.1308'}, '2016-09-09': {'RSI': '55.7618'}, '2016-09-02': {'RSI': '53.6003'}, '2016-08-26': {'RSI': '54.2904'}, '2016-08-19': {'RSI': '55.1541'}, '2016-08-12': {'RSI': '56.0203'}, '2016-08-05': {'RSI': '55.8585'}, '2016-07-29': {'RSI': '52.3428'}, '2016-07-22': {'RSI': '38.9472'}, '2016-07-15': {'RSI': '38.0280'}, '2016-07-08': {'RSI': '38.1943'}, '2016-07-01': {'RSI': '35.8946'}, '2016-06-24': {'RSI': '32.3878'}, '2016-06-17': {'RSI': '36.5060'}, '2016-06-10': {'RSI': '41.9407'}, '2016-06-03': {'RSI': '50.0266'}, '2016-05-27': {'RSI': '48.9571'}, '2016-05-20': {'RSI': '43.8169'}, '2016-05-13': {'RSI': '37.9597'}, '2016-05-06': {'RSI': '41.1281'}, '2016-04-29': {'RSI': '44.9933'}, '2016-04-22': {'RSI': '53.5191'}, '2016-04-15': {'RSI': '48.0681'}, '2016-04-08': {'RSI': '47.8552'}, '2016-04-01': {'RSI': '43.4867'}, '2016-03-24': {'RSI': '34.7510'}, '2016-03-18': {'RSI': '31.2815'}, '2016-03-11': {'RSI': '33.4642'}, '2016-03-04': {'RSI': '35.1056'}, '2016-02-26': {'RSI': '34.6423'}, '2016-02-19': {'RSI': '35.1401'}, '2016-02-12': {'RSI': '26.8505'}, '2016-02-05': {'RSI': '25.9283'}, '2016-01-29': {'RSI': '26.6852'}, '2016-01-22': {'RSI': '34.2027'}, '2016-01-15': {'RSI': '36.2268'}, '2016-01-08': {'RSI': '39.6157'}, '2015-12-31': {'RSI': '58.1070'}, '2015-12-24': {'RSI': '59.7251'}, '2015-12-18': {'RSI': '57.1573'}, '2015-12-11': {'RSI': '48.4463'}, '2015-12-04': {'RSI': '50.0930'}, '2015-11-27': {'RSI': '50.4902'}, '2015-11-20': {'RSI': '45.5230'}, '2015-11-13': {'RSI': '46.6087'}, '2015-11-06': {'RSI': '51.6125'}, '2015-10-30': {'RSI': '48.9175'}, '2015-10-23': {'RSI': '47.4782'}, '2015-10-16': {'RSI': '41.1758'}, '2015-10-09': {'RSI': '42.9555'}, '2015-10-02': {'RSI': '49.9422'}, '2015-09-25': {'RSI': '43.7108'}, '2015-09-18': {'RSI': '70.3995'}, '2015-09-11': {'RSI': '66.1373'}, '2015-09-04': {'RSI': '62.9650'}, '2015-08-28': {'RSI': '61.2406'}, '2015-08-21': {'RSI': '54.1456'}, '2015-08-14': {'RSI': '61.4726'}, '2015-08-07': {'RSI': '60.9308'}, '2015-07-31': {'RSI': '72.9058'}, '2015-07-24': {'RSI': '87.1462'}, '2015-07-17': {'RSI': '89.3139'}, '2015-07-10': {'RSI': '85.8168'}, '2015-07-02': {'RSI': '80.7226'}, '2015-06-26': {'RSI': '81.5563'}, '2015-06-19': {'RSI': '80.5223'}, '2015-06-12': {'RSI': '74.3079'}, '2015-06-05': {'RSI': '76.0267'}, '2015-05-29': {'RSI': '74.8161'}, '2015-05-22': {'RSI': '72.6700'}, '2015-05-15': {'RSI': '70.4505'}, '2015-05-08': {'RSI': '56.8551'}, '2015-05-01': {'RSI': '53.0735'}, '2015-04-24': {'RSI': '70.1888'}, '2015-04-17': {'RSI': '62.8372'}, '2015-04-10': {'RSI': '61.8126'}, '2015-04-02': {'RSI': '61.9264'}, '2015-03-27': {'RSI': '54.9003'}, '2015-03-20': {'RSI': '65.5107'}, '2015-03-13': {'RSI': '59.2926'}, '2015-03-06': {'RSI': '63.6091'}, '2015-02-27': {'RSI': '56.5984'}, '2015-02-20': {'RSI': '59.2816'}, '2015-02-13': {'RSI': '57.2175'}, '2015-02-06': {'RSI': '56.2674'}, '2015-01-30': {'RSI': '64.9886'}, '2015-01-23': {'RSI': '57.5715'}, '2015-01-16': {'RSI': '59.5971'}, '2015-01-09': {'RSI': '61.0706'}, '2015-01-02': {'RSI': '50.5309'}, '2014-12-26': {'RSI': '46.5525'}, '2014-12-19': {'RSI': '53.7324'}, '2014-12-12': {'RSI': '40.5522'}, '2014-12-05': {'RSI': '37.9467'}, '2014-11-28': {'RSI': '42.7857'}, '2014-11-21': {'RSI': '43.5572'}, '2014-11-14': {'RSI': '39.2597'}, '2014-11-07': {'RSI': '43.0485'}, '2014-10-31': {'RSI': '46.3559'}, '2014-10-24': {'RSI': '51.3072'}, '2014-10-17': {'RSI': '45.8595'}, '2014-10-10': {'RSI': '50.4561'}, '2014-10-03': {'RSI': '64.6040'}, '2014-09-26': {'RSI': '64.5069'}, '2014-09-19': {'RSI': '61.5654'}, '2014-09-12': {'RSI': '67.6712'}, '2014-09-05': {'RSI': '63.9612'}, '2014-08-29': {'RSI': '62.9663'}, '2014-08-22': {'RSI': '61.8716'}, '2014-08-15': {'RSI': '64.6672'}, '2014-08-08': {'RSI': '60.3553'}, '2014-08-01': {'RSI': '52.5767'}, '2014-07-25': {'RSI': '53.0906'}, '2014-07-18': {'RSI': '52.9676'}, '2014-07-11': {'RSI': '52.9373'}, '2014-07-03': {'RSI': '61.6851'}, '2014-06-27': {'RSI': '56.8206'}, '2014-06-20': {'RSI': '60.2111'}, '2014-06-13': {'RSI': '49.8019'}, '2014-06-06': {'RSI': '48.1876'}, '2014-05-30': {'RSI': '50.3202'}, '2014-05-23': {'RSI': '47.9434'}, '2014-05-16': {'RSI': '47.2377'}, '2014-05-09': {'RSI': '48.9305'}, '2014-05-02': {'RSI': '50.5126'}, '2014-04-25': {'RSI': '48.0218'}, '2014-04-17': {'RSI': '53.3598'}}}\n",
      "{'Meta Data': {'1: Symbol': 'ATRI', '2: Indicator': 'Relative Strength Index (RSI)', '3: Last Refreshed': '2021-06-14', '4: Interval': 'weekly', '5: Time Period': 10, '6: Series Type': 'close', '7: Time Zone': 'US/Eastern Time'}, 'Technical Analysis: RSI': {'2021-06-14': {'RSI': '48.8245'}, '2021-06-11': {'RSI': '45.1659'}, '2021-06-04': {'RSI': '45.5949'}, '2021-05-28': {'RSI': '45.5348'}, '2021-05-21': {'RSI': '37.3438'}, '2021-05-14': {'RSI': '38.4719'}, '2021-05-07': {'RSI': '43.8184'}, '2021-04-30': {'RSI': '46.7024'}, '2021-04-23': {'RSI': '50.3893'}, '2021-04-16': {'RSI': '54.2432'}, '2021-04-09': {'RSI': '48.3650'}, '2021-04-01': {'RSI': '48.2258'}, '2021-03-26': {'RSI': '47.9373'}, '2021-03-19': {'RSI': '53.1335'}, '2021-03-12': {'RSI': '56.4847'}, '2021-03-05': {'RSI': '46.4342'}, '2021-02-26': {'RSI': '44.7273'}, '2021-02-19': {'RSI': '45.4111'}, '2021-02-12': {'RSI': '50.9148'}, '2021-02-05': {'RSI': '57.7029'}, '2021-01-29': {'RSI': '49.8951'}, '2021-01-22': {'RSI': '71.6718'}, '2021-01-15': {'RSI': '71.4061'}, '2021-01-08': {'RSI': '60.0208'}, '2020-12-31': {'RSI': '54.0951'}, '2020-12-24': {'RSI': '50.7914'}, '2020-12-18': {'RSI': '53.7792'}, '2020-12-11': {'RSI': '49.5083'}, '2020-12-04': {'RSI': '53.4551'}, '2020-11-27': {'RSI': '40.2118'}, '2020-11-20': {'RSI': '39.4342'}, '2020-11-13': {'RSI': '39.8787'}, '2020-11-06': {'RSI': '41.3668'}, '2020-10-30': {'RSI': '41.1260'}, '2020-10-23': {'RSI': '52.0660'}, '2020-10-16': {'RSI': '56.3235'}, '2020-10-09': {'RSI': '49.3619'}, '2020-10-02': {'RSI': '39.7727'}, '2020-09-25': {'RSI': '45.3777'}, '2020-09-18': {'RSI': '52.1614'}, '2020-09-11': {'RSI': '45.0127'}, '2020-09-04': {'RSI': '47.6673'}, '2020-08-28': {'RSI': '50.2510'}, '2020-08-21': {'RSI': '52.3755'}, '2020-08-14': {'RSI': '49.1167'}, '2020-08-07': {'RSI': '48.6095'}, '2020-07-31': {'RSI': '42.8291'}, '2020-07-24': {'RSI': '47.7761'}, '2020-07-17': {'RSI': '52.0449'}, '2020-07-10': {'RSI': '45.7540'}, '2020-07-02': {'RSI': '47.7724'}, '2020-06-26': {'RSI': '41.6258'}, '2020-06-19': {'RSI': '48.9919'}, '2020-06-12': {'RSI': '46.9023'}, '2020-06-05': {'RSI': '49.5350'}, '2020-05-29': {'RSI': '44.9107'}, '2020-05-22': {'RSI': '46.3450'}, '2020-05-15': {'RSI': '43.6466'}, '2020-05-08': {'RSI': '50.1319'}, '2020-05-01': {'RSI': '41.9996'}, '2020-04-24': {'RSI': '45.2239'}, '2020-04-17': {'RSI': '46.7678'}, '2020-04-09': {'RSI': '54.0354'}, '2020-04-03': {'RSI': '44.9557'}, '2020-03-27': {'RSI': '35.9814'}, '2020-03-20': {'RSI': '36.1813'}, '2020-03-13': {'RSI': '39.0616'}, '2020-03-06': {'RSI': '50.1063'}, '2020-02-28': {'RSI': '23.8062'}, '2020-02-21': {'RSI': '38.9913'}, '2020-02-14': {'RSI': '32.5029'}, '2020-02-07': {'RSI': '32.1247'}, '2020-01-31': {'RSI': '41.7795'}, '2020-01-24': {'RSI': '42.0434'}, '2020-01-17': {'RSI': '36.6924'}, '2020-01-10': {'RSI': '39.4368'}, '2020-01-03': {'RSI': '44.1696'}, '2019-12-27': {'RSI': '44.0753'}, '2019-12-20': {'RSI': '36.9226'}, '2019-12-13': {'RSI': '32.5157'}, '2019-12-06': {'RSI': '32.9413'}, '2019-11-29': {'RSI': '32.3916'}, '2019-11-22': {'RSI': '34.2930'}, '2019-11-15': {'RSI': '35.9938'}, '2019-11-08': {'RSI': '41.4678'}, '2019-11-01': {'RSI': '62.4985'}, '2019-10-25': {'RSI': '56.1886'}, '2019-10-18': {'RSI': '54.7153'}, '2019-10-11': {'RSI': '46.2034'}, '2019-10-04': {'RSI': '46.0923'}, '2019-09-27': {'RSI': '42.6238'}, '2019-09-20': {'RSI': '52.2196'}, '2019-09-13': {'RSI': '50.5634'}, '2019-09-06': {'RSI': '40.0582'}, '2019-08-30': {'RSI': '42.7133'}, '2019-08-23': {'RSI': '36.0712'}, '2019-08-16': {'RSI': '29.2705'}, '2019-08-09': {'RSI': '30.2409'}, '2019-08-02': {'RSI': '34.3432'}, '2019-07-26': {'RSI': '26.8991'}, '2019-07-19': {'RSI': '29.5207'}, '2019-07-12': {'RSI': '34.5699'}, '2019-07-05': {'RSI': '39.7878'}, '2019-06-28': {'RSI': '50.2816'}, '2019-06-21': {'RSI': '65.6987'}, '2019-06-14': {'RSI': '62.9233'}, '2019-06-07': {'RSI': '62.3694'}, '2019-05-31': {'RSI': '65.0029'}, '2019-05-24': {'RSI': '67.6078'}, '2019-05-17': {'RSI': '66.5977'}, '2019-05-10': {'RSI': '66.3656'}, '2019-05-03': {'RSI': '62.8940'}, '2019-04-26': {'RSI': '67.0029'}, '2019-04-18': {'RSI': '65.8367'}, '2019-04-12': {'RSI': '80.4015'}, '2019-04-05': {'RSI': '78.3847'}, '2019-03-29': {'RSI': '76.9785'}, '2019-03-22': {'RSI': '71.9658'}, '2019-03-15': {'RSI': '67.2588'}, '2019-03-08': {'RSI': '65.3186'}, '2019-03-01': {'RSI': '62.1306'}, '2019-02-22': {'RSI': '65.1123'}, '2019-02-15': {'RSI': '64.4503'}, '2019-02-08': {'RSI': '63.9795'}, '2019-02-01': {'RSI': '58.7987'}, '2019-01-25': {'RSI': '63.7910'}, '2019-01-18': {'RSI': '61.5383'}, '2019-01-11': {'RSI': '58.2529'}, '2019-01-04': {'RSI': '51.5228'}, '2018-12-28': {'RSI': '56.8844'}, '2018-12-21': {'RSI': '45.9316'}, '2018-12-14': {'RSI': '79.7464'}, '2018-12-07': {'RSI': '81.6735'}, '2018-11-30': {'RSI': '80.8479'}, '2018-11-23': {'RSI': '75.3327'}, '2018-11-16': {'RSI': '72.8315'}, '2018-11-09': {'RSI': '70.3281'}, '2018-11-02': {'RSI': '62.3063'}, '2018-10-26': {'RSI': '62.5681'}, '2018-10-19': {'RSI': '65.8129'}, '2018-10-12': {'RSI': '63.5948'}, '2018-10-05': {'RSI': '62.8665'}, '2018-09-28': {'RSI': '70.0379'}, '2018-09-21': {'RSI': '61.5933'}, '2018-09-14': {'RSI': '51.9066'}, '2018-09-07': {'RSI': '54.5304'}, '2018-08-31': {'RSI': '63.2714'}, '2018-08-24': {'RSI': '58.8593'}, '2018-08-17': {'RSI': '65.8239'}, '2018-08-10': {'RSI': '60.4300'}, '2018-08-03': {'RSI': '60.0593'}, '2018-07-27': {'RSI': '58.2215'}, '2018-07-20': {'RSI': '58.2215'}, '2018-07-13': {'RSI': '54.5513'}, '2018-07-06': {'RSI': '62.2781'}, '2018-06-29': {'RSI': '50.5312'}, '2018-06-22': {'RSI': '52.3258'}, '2018-06-15': {'RSI': '43.3504'}, '2018-06-08': {'RSI': '39.2552'}, '2018-06-01': {'RSI': '46.1105'}, '2018-05-25': {'RSI': '44.3400'}, '2018-05-18': {'RSI': '45.8389'}, '2018-05-11': {'RSI': '45.9281'}, '2018-05-04': {'RSI': '57.3836'}, '2018-04-27': {'RSI': '57.0879'}, '2018-04-20': {'RSI': '59.9029'}, '2018-04-13': {'RSI': '52.2277'}, '2018-04-06': {'RSI': '50.6829'}, '2018-03-29': {'RSI': '60.6239'}, '2018-03-23': {'RSI': '50.9263'}, '2018-03-16': {'RSI': '53.8368'}, '2018-03-09': {'RSI': '52.5555'}, '2018-03-02': {'RSI': '40.6488'}, '2018-02-23': {'RSI': '30.4741'}, '2018-02-16': {'RSI': '30.0801'}, '2018-02-09': {'RSI': '29.5409'}, '2018-02-02': {'RSI': '30.2943'}, '2018-01-26': {'RSI': '39.7313'}, '2018-01-19': {'RSI': '44.3720'}, '2018-01-12': {'RSI': '32.9760'}, '2018-01-05': {'RSI': '35.5647'}, '2017-12-29': {'RSI': '46.6495'}, '2017-12-22': {'RSI': '49.1436'}, '2017-12-15': {'RSI': '46.3203'}, '2017-12-08': {'RSI': '49.1967'}, '2017-12-01': {'RSI': '58.6771'}, '2017-11-24': {'RSI': '59.8600'}, '2017-11-17': {'RSI': '52.1789'}, '2017-11-10': {'RSI': '49.1444'}, '2017-11-03': {'RSI': '61.0175'}, '2017-10-27': {'RSI': '60.5197'}, '2017-10-20': {'RSI': '67.3981'}, '2017-10-13': {'RSI': '64.6591'}, '2017-10-06': {'RSI': '65.8706'}, '2017-09-29': {'RSI': '68.1697'}, '2017-09-22': {'RSI': '63.8120'}, '2017-09-15': {'RSI': '60.9407'}, '2017-09-08': {'RSI': '70.8069'}, '2017-09-01': {'RSI': '61.7443'}, '2017-08-25': {'RSI': '60.2444'}, '2017-08-18': {'RSI': '59.4342'}, '2017-08-11': {'RSI': '61.7956'}, '2017-08-04': {'RSI': '74.1896'}, '2017-07-28': {'RSI': '71.2678'}, '2017-07-21': {'RSI': '70.7516'}, '2017-07-14': {'RSI': '76.9282'}, '2017-07-07': {'RSI': '83.6643'}, '2017-06-30': {'RSI': '81.8710'}, '2017-06-23': {'RSI': '73.0490'}, '2017-06-16': {'RSI': '68.9957'}, '2017-06-09': {'RSI': '78.5964'}, '2017-06-02': {'RSI': '81.1571'}, '2017-05-26': {'RSI': '73.9975'}, '2017-05-19': {'RSI': '70.7792'}, '2017-05-12': {'RSI': '73.7610'}, '2017-05-05': {'RSI': '66.9531'}, '2017-04-28': {'RSI': '67.9591'}, '2017-04-21': {'RSI': '63.6094'}, '2017-04-13': {'RSI': '52.8432'}, '2017-04-07': {'RSI': '46.8446'}, '2017-03-31': {'RSI': '47.4707'}, '2017-03-24': {'RSI': '47.5165'}, '2017-03-17': {'RSI': '48.0581'}, '2017-03-10': {'RSI': '45.7013'}, '2017-03-03': {'RSI': '55.8853'}, '2017-02-24': {'RSI': '56.4607'}, '2017-02-17': {'RSI': '52.9936'}, '2017-02-10': {'RSI': '55.2003'}, '2017-02-03': {'RSI': '50.4490'}, '2017-01-27': {'RSI': '64.8015'}, '2017-01-20': {'RSI': '53.6080'}, '2017-01-13': {'RSI': '47.1259'}, '2017-01-06': {'RSI': '57.2808'}, '2016-12-30': {'RSI': '79.9924'}, '2016-12-23': {'RSI': '77.9422'}, '2016-12-16': {'RSI': '77.6539'}, '2016-12-09': {'RSI': '77.2117'}, '2016-12-02': {'RSI': '74.7597'}, '2016-11-25': {'RSI': '74.5418'}, '2016-11-18': {'RSI': '72.1978'}, '2016-11-11': {'RSI': '62.6908'}, '2016-11-04': {'RSI': '58.4079'}, '2016-10-28': {'RSI': '53.1182'}, '2016-10-21': {'RSI': '48.3830'}, '2016-10-14': {'RSI': '46.6138'}, '2016-10-07': {'RSI': '47.0688'}, '2016-09-30': {'RSI': '47.8050'}, '2016-09-23': {'RSI': '46.5609'}, '2016-09-16': {'RSI': '46.0586'}, '2016-09-09': {'RSI': '53.5791'}, '2016-09-02': {'RSI': '63.8372'}, '2016-08-26': {'RSI': '54.0153'}, '2016-08-19': {'RSI': '59.2147'}, '2016-08-12': {'RSI': '55.6385'}, '2016-08-05': {'RSI': '71.4436'}, '2016-07-29': {'RSI': '85.0769'}, '2016-07-22': {'RSI': '81.7011'}, '2016-07-15': {'RSI': '79.3137'}, '2016-07-08': {'RSI': '76.2926'}, '2016-07-01': {'RSI': '70.3768'}, '2016-06-24': {'RSI': '69.7889'}, '2016-06-17': {'RSI': '70.3048'}, '2016-06-10': {'RSI': '64.7406'}, '2016-06-03': {'RSI': '55.6979'}, '2016-05-27': {'RSI': '51.6751'}, '2016-05-20': {'RSI': '54.8538'}, '2016-05-13': {'RSI': '58.2174'}, '2016-05-06': {'RSI': '65.3508'}, '2016-04-29': {'RSI': '58.0738'}, '2016-04-22': {'RSI': '62.9680'}, '2016-04-15': {'RSI': '60.7328'}, '2016-04-08': {'RSI': '60.1572'}, '2016-04-01': {'RSI': '59.1145'}, '2016-03-24': {'RSI': '51.3982'}, '2016-03-18': {'RSI': '56.7634'}, '2016-03-11': {'RSI': '53.3265'}, '2016-03-04': {'RSI': '49.9215'}, '2016-02-26': {'RSI': '51.0467'}, '2016-02-19': {'RSI': '55.7822'}, '2016-02-12': {'RSI': '57.7954'}, '2016-02-05': {'RSI': '44.3117'}, '2016-01-29': {'RSI': '48.9584'}, '2016-01-22': {'RSI': '46.5219'}, '2016-01-15': {'RSI': '35.8745'}, '2016-01-08': {'RSI': '37.6794'}, '2015-12-31': {'RSI': '49.0256'}, '2015-12-24': {'RSI': '53.8942'}, '2015-12-18': {'RSI': '51.3083'}, '2015-12-11': {'RSI': '54.3886'}, '2015-12-04': {'RSI': '63.7483'}, '2015-11-27': {'RSI': '66.5692'}, '2015-11-20': {'RSI': '59.4100'}, '2015-11-13': {'RSI': '57.4998'}, '2015-11-06': {'RSI': '48.8161'}, '2015-10-30': {'RSI': '46.3678'}, '2015-10-23': {'RSI': '49.1000'}, '2015-10-16': {'RSI': '44.4090'}, '2015-10-09': {'RSI': '41.5284'}, '2015-10-02': {'RSI': '45.8880'}, '2015-09-25': {'RSI': '48.8826'}, '2015-09-18': {'RSI': '49.4088'}, '2015-09-11': {'RSI': '54.9383'}, '2015-09-04': {'RSI': '46.6870'}, '2015-08-28': {'RSI': '56.9146'}, '2015-08-21': {'RSI': '56.4028'}, '2015-08-14': {'RSI': '68.3550'}, '2015-08-07': {'RSI': '61.6767'}, '2015-07-31': {'RSI': '72.8275'}, '2015-07-24': {'RSI': '67.5958'}, '2015-07-17': {'RSI': '67.1010'}, '2015-07-10': {'RSI': '62.3997'}, '2015-07-02': {'RSI': '69.9934'}, '2015-06-26': {'RSI': '70.9419'}, '2015-06-19': {'RSI': '74.6077'}, '2015-06-12': {'RSI': '72.0448'}, '2015-06-05': {'RSI': '78.8511'}, '2015-05-29': {'RSI': '73.3363'}, '2015-05-22': {'RSI': '78.2514'}, '2015-05-15': {'RSI': '63.2201'}, '2015-05-08': {'RSI': '50.5254'}, '2015-05-01': {'RSI': '45.5622'}, '2015-04-24': {'RSI': '46.6554'}, '2015-04-17': {'RSI': '51.1218'}, '2015-04-10': {'RSI': '52.8781'}, '2015-04-02': {'RSI': '57.0156'}, '2015-03-27': {'RSI': '59.7027'}, '2015-03-20': {'RSI': '57.8665'}, '2015-03-13': {'RSI': '52.0244'}, '2015-03-06': {'RSI': '44.8688'}, '2015-02-27': {'RSI': '46.5804'}, '2015-02-20': {'RSI': '39.0491'}, '2015-02-13': {'RSI': '52.0848'}, '2015-02-06': {'RSI': '60.3579'}, '2015-01-30': {'RSI': '56.0208'}, '2015-01-23': {'RSI': '57.1670'}, '2015-01-16': {'RSI': '56.4363'}, '2015-01-09': {'RSI': '59.3066'}, '2015-01-02': {'RSI': '63.2501'}, '2014-12-26': {'RSI': '67.5811'}, '2014-12-19': {'RSI': '67.8282'}, '2014-12-12': {'RSI': '62.1380'}, '2014-12-05': {'RSI': '58.6510'}, '2014-11-28': {'RSI': '56.2917'}, '2014-11-21': {'RSI': '56.6180'}, '2014-11-14': {'RSI': '56.2108'}, '2014-11-07': {'RSI': '62.6266'}, '2014-10-31': {'RSI': '60.5183'}, '2014-10-24': {'RSI': '53.3850'}, '2014-10-17': {'RSI': '51.5751'}, '2014-10-10': {'RSI': '41.2873'}, '2014-10-03': {'RSI': '51.3213'}, '2014-09-26': {'RSI': '55.9569'}, '2014-09-19': {'RSI': '54.5109'}, '2014-09-12': {'RSI': '49.4543'}, '2014-09-05': {'RSI': '59.5798'}, '2014-08-29': {'RSI': '58.0442'}, '2014-08-22': {'RSI': '61.5442'}, '2014-08-15': {'RSI': '57.7386'}, '2014-08-08': {'RSI': '52.8097'}, '2014-08-01': {'RSI': '36.2310'}, '2014-07-25': {'RSI': '36.3026'}, '2014-07-18': {'RSI': '46.0819'}, '2014-07-11': {'RSI': '54.2792'}, '2014-07-03': {'RSI': '66.5600'}, '2014-06-27': {'RSI': '72.2750'}, '2014-06-20': {'RSI': '67.2007'}, '2014-06-13': {'RSI': '64.4199'}, '2014-06-06': {'RSI': '70.9093'}, '2014-05-30': {'RSI': '67.7246'}, '2014-05-23': {'RSI': '69.4802'}, '2014-05-16': {'RSI': '66.3007'}, '2014-05-09': {'RSI': '60.4263'}, '2014-05-02': {'RSI': '48.9268'}, '2014-04-25': {'RSI': '48.7249'}, '2014-04-17': {'RSI': '49.9033'}, '2014-04-11': {'RSI': '47.6313'}, '2014-04-04': {'RSI': '50.3876'}, '2014-03-28': {'RSI': '65.1977'}, '2014-03-21': {'RSI': '72.8951'}, '2014-03-14': {'RSI': '72.6597'}, '2014-03-07': {'RSI': '71.8222'}, '2014-02-28': {'RSI': '61.5129'}, '2014-02-21': {'RSI': '63.2931'}, '2014-02-14': {'RSI': '59.0307'}, '2014-02-07': {'RSI': '48.7698'}, '2014-01-31': {'RSI': '45.3280'}, '2014-01-24': {'RSI': '58.9663'}, '2014-01-17': {'RSI': '57.3681'}, '2014-01-10': {'RSI': '79.3330'}, '2014-01-03': {'RSI': '78.8410'}, '2013-12-27': {'RSI': '82.3181'}, '2013-12-20': {'RSI': '71.3010'}, '2013-12-13': {'RSI': '75.5100'}, '2013-12-06': {'RSI': '78.9454'}, '2013-11-29': {'RSI': '82.8150'}, '2013-11-22': {'RSI': '79.8343'}, '2013-11-15': {'RSI': '77.3239'}, '2013-11-08': {'RSI': '76.8855'}, '2013-11-01': {'RSI': '75.2549'}, '2013-10-25': {'RSI': '74.7928'}, '2013-10-18': {'RSI': '78.7470'}, '2013-10-11': {'RSI': '73.9387'}, '2013-10-04': {'RSI': '72.0967'}, '2013-09-27': {'RSI': '74.6243'}, '2013-09-20': {'RSI': '70.9590'}, '2013-09-13': {'RSI': '64.5698'}, '2013-09-06': {'RSI': '58.6149'}, '2013-08-30': {'RSI': '61.5644'}, '2013-08-23': {'RSI': '79.5862'}, '2013-08-16': {'RSI': '80.2710'}, '2013-08-09': {'RSI': '82.4494'}, '2013-08-02': {'RSI': '81.4907'}, '2013-07-26': {'RSI': '79.1629'}, '2013-07-19': {'RSI': '77.5931'}, '2013-07-12': {'RSI': '73.6538'}, '2013-07-05': {'RSI': '66.4360'}, '2013-06-28': {'RSI': '64.0604'}, '2013-06-21': {'RSI': '67.9696'}, '2013-06-14': {'RSI': '63.8573'}, '2013-06-07': {'RSI': '68.5219'}, '2013-05-31': {'RSI': '69.7613'}, '2013-05-24': {'RSI': '65.4520'}, '2013-05-17': {'RSI': '61.7237'}, '2013-05-10': {'RSI': '61.1851'}, '2013-05-03': {'RSI': '48.2751'}, '2013-04-26': {'RSI': '49.9574'}, '2013-04-19': {'RSI': '52.1713'}, '2013-04-12': {'RSI': '42.9224'}, '2013-04-05': {'RSI': '38.0230'}, '2013-03-28': {'RSI': '42.8987'}, '2013-03-22': {'RSI': '52.1516'}, '2013-03-15': {'RSI': '50.9165'}, '2013-03-08': {'RSI': '57.3400'}, '2013-03-01': {'RSI': '53.7211'}, '2013-02-22': {'RSI': '52.6749'}, '2013-02-15': {'RSI': '63.6601'}, '2013-02-08': {'RSI': '57.9072'}, '2013-02-01': {'RSI': '55.2600'}, '2013-01-25': {'RSI': '54.3648'}, '2013-01-18': {'RSI': '41.9098'}, '2013-01-11': {'RSI': '45.3817'}, '2013-01-04': {'RSI': '48.8390'}, '2012-12-28': {'RSI': '43.6368'}, '2012-12-21': {'RSI': '48.3536'}, '2012-12-14': {'RSI': '42.4361'}, '2012-12-07': {'RSI': '49.1913'}, '2012-11-30': {'RSI': '49.8611'}, '2012-11-23': {'RSI': '49.7290'}, '2012-11-16': {'RSI': '31.3817'}, '2012-11-09': {'RSI': '33.3657'}, '2012-11-02': {'RSI': '38.8336'}, '2012-10-26': {'RSI': '40.5542'}, '2012-10-19': {'RSI': '35.0807'}, '2012-10-12': {'RSI': '36.4764'}, '2012-10-05': {'RSI': '54.5077'}, '2012-09-28': {'RSI': '55.7519'}, '2012-09-21': {'RSI': '53.5734'}, '2012-09-14': {'RSI': '52.0762'}, '2012-09-07': {'RSI': '54.2815'}, '2012-08-31': {'RSI': '51.3910'}, '2012-08-24': {'RSI': '57.6588'}, '2012-08-17': {'RSI': '53.9034'}, '2012-08-10': {'RSI': '53.4971'}, '2012-08-03': {'RSI': '58.5537'}, '2012-07-27': {'RSI': '50.8311'}, '2012-07-20': {'RSI': '45.1052'}, '2012-07-13': {'RSI': '50.6507'}, '2012-07-06': {'RSI': '44.5107'}, '2012-06-29': {'RSI': '42.5985'}, '2012-06-22': {'RSI': '39.8463'}, '2012-06-15': {'RSI': '37.7271'}, '2012-06-08': {'RSI': '41.5987'}, '2012-06-01': {'RSI': '36.0188'}, '2012-05-25': {'RSI': '36.9281'}, '2012-05-18': {'RSI': '53.6775'}, '2012-05-11': {'RSI': '56.9357'}, '2012-05-04': {'RSI': '55.3221'}, '2012-04-27': {'RSI': '56.7041'}, '2012-04-20': {'RSI': '48.8007'}, '2012-04-13': {'RSI': '42.0628'}, '2012-04-05': {'RSI': '42.5328'}, '2012-03-30': {'RSI': '41.4610'}, '2012-03-23': {'RSI': '44.7284'}, '2012-03-16': {'RSI': '38.3697'}, '2012-03-09': {'RSI': '39.7893'}, '2012-03-02': {'RSI': '30.9049'}, '2012-02-24': {'RSI': '35.4159'}, '2012-02-17': {'RSI': '60.7304'}, '2012-02-10': {'RSI': '72.5941'}, '2012-02-03': {'RSI': '76.5887'}, '2012-01-27': {'RSI': '66.6400'}, '2012-01-20': {'RSI': '64.8542'}, '2012-01-13': {'RSI': '63.0923'}, '2012-01-06': {'RSI': '64.3305'}, '2011-12-30': {'RSI': '65.8693'}, '2011-12-23': {'RSI': '69.4810'}, '2011-12-16': {'RSI': '67.4415'}, '2011-12-09': {'RSI': '71.6722'}, '2011-12-02': {'RSI': '67.6547'}, '2011-11-25': {'RSI': '63.9812'}, '2011-11-18': {'RSI': '63.6391'}, '2011-11-11': {'RSI': '68.5520'}, '2011-11-04': {'RSI': '61.6689'}, '2011-10-28': {'RSI': '66.0206'}, '2011-10-21': {'RSI': '69.1080'}, '2011-10-14': {'RSI': '69.2223'}, '2011-10-07': {'RSI': '61.6466'}, '2011-09-30': {'RSI': '59.0194'}, '2011-09-23': {'RSI': '52.0041'}, '2011-09-16': {'RSI': '58.5766'}, '2011-09-09': {'RSI': '51.2972'}, '2011-09-02': {'RSI': '60.2170'}, '2011-08-26': {'RSI': '62.8931'}, '2011-08-19': {'RSI': '53.0100'}, '2011-08-12': {'RSI': '59.3763'}, '2011-08-05': {'RSI': '56.2434'}, '2011-07-29': {'RSI': '60.3734'}, '2011-07-22': {'RSI': '77.5000'}, '2011-07-15': {'RSI': '76.8844'}, '2011-07-08': {'RSI': '73.2290'}, '2011-07-01': {'RSI': '70.6824'}, '2011-06-24': {'RSI': '65.2627'}, '2011-06-17': {'RSI': '61.3555'}, '2011-06-10': {'RSI': '51.5693'}, '2011-06-03': {'RSI': '52.6318'}, '2011-05-27': {'RSI': '63.5029'}, '2011-05-20': {'RSI': '55.0168'}, '2011-05-13': {'RSI': '51.1333'}, '2011-05-06': {'RSI': '45.6787'}, '2011-04-29': {'RSI': '52.8895'}, '2011-04-21': {'RSI': '46.3294'}, '2011-04-15': {'RSI': '49.1560'}, '2011-04-08': {'RSI': '61.9113'}, '2011-04-01': {'RSI': '60.6987'}, '2011-03-25': {'RSI': '56.4376'}, '2011-03-18': {'RSI': '46.3508'}, '2011-03-11': {'RSI': '49.8206'}, '2011-03-04': {'RSI': '56.8816'}, '2011-02-25': {'RSI': '56.6822'}, '2011-02-18': {'RSI': '56.3832'}, '2011-02-11': {'RSI': '55.6950'}, '2011-02-04': {'RSI': '51.6007'}, '2011-01-28': {'RSI': '48.8784'}, '2011-01-21': {'RSI': '68.1053'}, '2011-01-14': {'RSI': '74.3064'}, '2011-01-07': {'RSI': '72.1546'}, '2010-12-31': {'RSI': '71.0058'}, '2010-12-23': {'RSI': '76.8082'}, '2010-12-17': {'RSI': '71.0152'}, '2010-12-10': {'RSI': '70.9949'}, '2010-12-03': {'RSI': '66.8149'}, '2010-11-26': {'RSI': '62.2102'}, '2010-11-19': {'RSI': '59.5601'}, '2010-11-12': {'RSI': '55.8477'}, '2010-11-05': {'RSI': '76.3002'}, '2010-10-29': {'RSI': '70.1622'}, '2010-10-22': {'RSI': '69.6658'}, '2010-10-15': {'RSI': '66.5466'}, '2010-10-08': {'RSI': '66.3271'}, '2010-10-01': {'RSI': '65.5377'}, '2010-09-24': {'RSI': '63.6311'}, '2010-09-17': {'RSI': '62.1613'}, '2010-09-10': {'RSI': '52.8209'}, '2010-09-03': {'RSI': '51.3138'}, '2010-08-27': {'RSI': '48.6938'}, '2010-08-20': {'RSI': '47.0688'}, '2010-08-13': {'RSI': '46.6056'}, '2010-08-06': {'RSI': '53.7207'}, '2010-07-30': {'RSI': '52.7838'}, '2010-07-23': {'RSI': '51.1457'}, '2010-07-16': {'RSI': '42.3311'}, '2010-07-09': {'RSI': '51.8888'}, '2010-07-02': {'RSI': '43.7042'}, '2010-06-25': {'RSI': '55.5782'}, '2010-06-18': {'RSI': '39.7879'}, '2010-06-11': {'RSI': '40.7081'}, '2010-06-04': {'RSI': '43.7487'}, '2010-05-28': {'RSI': '41.0601'}, '2010-05-21': {'RSI': '45.9390'}, '2010-05-14': {'RSI': '53.9962'}, '2010-05-07': {'RSI': '46.0753'}, '2010-04-30': {'RSI': '45.7869'}, '2010-04-23': {'RSI': '53.8700'}, '2010-04-16': {'RSI': '52.8246'}, '2010-04-09': {'RSI': '49.6953'}, '2010-04-01': {'RSI': '48.5472'}, '2010-03-26': {'RSI': '50.7701'}, '2010-03-19': {'RSI': '53.7799'}, '2010-03-12': {'RSI': '67.2110'}, '2010-03-05': {'RSI': '65.1711'}, '2010-02-26': {'RSI': '63.0155'}, '2010-02-19': {'RSI': '61.1612'}, '2010-02-12': {'RSI': '48.9779'}, '2010-02-05': {'RSI': '44.7398'}, '2010-01-29': {'RSI': '52.0852'}, '2010-01-22': {'RSI': '63.9110'}, '2010-01-15': {'RSI': '74.8232'}, '2010-01-08': {'RSI': '74.6249'}, '2009-12-31': {'RSI': '70.1305'}, '2009-12-24': {'RSI': '67.7153'}, '2009-12-18': {'RSI': '64.0830'}, '2009-12-11': {'RSI': '60.6021'}, '2009-12-04': {'RSI': '61.2019'}, '2009-11-27': {'RSI': '56.3844'}, '2009-11-20': {'RSI': '57.3536'}, '2009-11-13': {'RSI': '50.5027'}, '2009-11-06': {'RSI': '51.5665'}, '2009-10-30': {'RSI': '39.6723'}, '2009-10-23': {'RSI': '48.3456'}, '2009-10-16': {'RSI': '62.1884'}, '2009-10-09': {'RSI': '61.7671'}, '2009-10-02': {'RSI': '61.3319'}, '2009-09-25': {'RSI': '67.1342'}, '2009-09-18': {'RSI': '67.3815'}, '2009-09-11': {'RSI': '63.3200'}, '2009-09-04': {'RSI': '57.0794'}, '2009-08-28': {'RSI': '68.0513'}, '2009-08-21': {'RSI': '67.3475'}, '2009-08-14': {'RSI': '61.6911'}, '2009-08-07': {'RSI': '65.6066'}, '2009-07-31': {'RSI': '64.7580'}, '2009-07-24': {'RSI': '63.4302'}, '2009-07-17': {'RSI': '67.1184'}, '2009-07-10': {'RSI': '59.1654'}, '2009-07-02': {'RSI': '68.2993'}, '2009-06-26': {'RSI': '80.2247'}, '2009-06-19': {'RSI': '77.7433'}, '2009-06-12': {'RSI': '74.6124'}, '2009-06-05': {'RSI': '73.9092'}, '2009-05-29': {'RSI': '68.1167'}, '2009-05-22': {'RSI': '62.4346'}, '2009-05-15': {'RSI': '59.9778'}, '2009-05-08': {'RSI': '54.1543'}, '2009-05-01': {'RSI': '49.3781'}, '2009-04-24': {'RSI': '56.7782'}, '2009-04-17': {'RSI': '56.5068'}, '2009-04-09': {'RSI': '56.8801'}, '2009-04-03': {'RSI': '50.6810'}, '2009-03-27': {'RSI': '45.8168'}, '2009-03-20': {'RSI': '45.8862'}, '2009-03-13': {'RSI': '46.5064'}, '2009-03-06': {'RSI': '29.7960'}, '2009-02-27': {'RSI': '35.4522'}, '2009-02-20': {'RSI': '37.6976'}, '2009-02-13': {'RSI': '40.0825'}, '2009-02-06': {'RSI': '46.5403'}, '2009-01-30': {'RSI': '37.0444'}, '2009-01-23': {'RSI': '33.7562'}, '2009-01-16': {'RSI': '37.1630'}, '2009-01-09': {'RSI': '44.5291'}, '2009-01-02': {'RSI': '46.7081'}, '2008-12-26': {'RSI': '50.4910'}, '2008-12-19': {'RSI': '56.3981'}, '2008-12-12': {'RSI': '53.7575'}, '2008-12-05': {'RSI': '47.9987'}, '2008-11-28': {'RSI': '46.9930'}, '2008-11-21': {'RSI': '32.7817'}, '2008-11-14': {'RSI': '35.2893'}, '2008-11-07': {'RSI': '48.7977'}, '2008-10-31': {'RSI': '43.7405'}, '2008-10-24': {'RSI': '40.2679'}, '2008-10-17': {'RSI': '45.7008'}, '2008-10-10': {'RSI': '33.9445'}, '2008-10-03': {'RSI': '44.4542'}, '2008-09-26': {'RSI': '48.1613'}, '2008-09-19': {'RSI': '56.3925'}, '2008-09-12': {'RSI': '59.9650'}, '2008-09-05': {'RSI': '53.6226'}, '2008-08-29': {'RSI': '61.3165'}, '2008-08-22': {'RSI': '57.6644'}, '2008-08-15': {'RSI': '58.2224'}, '2008-08-08': {'RSI': '60.5456'}, '2008-08-01': {'RSI': '57.7533'}, '2008-07-25': {'RSI': '56.8088'}, '2008-07-18': {'RSI': '45.8228'}, '2008-07-11': {'RSI': '20.1198'}, '2008-07-03': {'RSI': '21.4976'}, '2008-06-27': {'RSI': '26.4839'}, '2008-06-20': {'RSI': '34.0482'}, '2008-06-13': {'RSI': '44.4675'}, '2008-06-06': {'RSI': '44.6250'}, '2008-05-30': {'RSI': '45.8255'}, '2008-05-23': {'RSI': '48.3821'}, '2008-05-16': {'RSI': '53.2759'}, '2008-05-09': {'RSI': '50.5346'}, '2008-05-02': {'RSI': '46.3489'}, '2008-04-25': {'RSI': '48.4644'}, '2008-04-18': {'RSI': '48.4494'}, '2008-04-11': {'RSI': '36.8565'}, '2008-04-04': {'RSI': '30.8593'}, '2008-03-28': {'RSI': '30.8395'}, '2008-03-20': {'RSI': '31.6598'}, '2008-03-14': {'RSI': '32.4284'}, '2008-03-07': {'RSI': '28.9359'}, '2008-02-29': {'RSI': '30.1877'}, '2008-02-22': {'RSI': '64.9240'}, '2008-02-15': {'RSI': '62.2777'}, '2008-02-08': {'RSI': '58.1464'}, '2008-02-01': {'RSI': '59.1321'}, '2008-01-25': {'RSI': '61.1816'}, '2008-01-18': {'RSI': '64.5930'}, '2008-01-11': {'RSI': '66.6466'}, '2008-01-04': {'RSI': '62.8276'}, '2007-12-28': {'RSI': '61.9966'}, '2007-12-21': {'RSI': '59.7920'}, '2007-12-14': {'RSI': '40.5600'}, '2007-12-07': {'RSI': '52.2039'}, '2007-11-30': {'RSI': '58.1492'}, '2007-11-23': {'RSI': '62.9342'}, '2007-11-16': {'RSI': '60.4443'}, '2007-11-09': {'RSI': '61.8984'}, '2007-11-02': {'RSI': '75.0107'}, '2007-10-26': {'RSI': '71.3035'}, '2007-10-19': {'RSI': '69.7739'}, '2007-10-12': {'RSI': '69.0257'}, '2007-10-05': {'RSI': '67.3344'}, '2007-09-28': {'RSI': '85.0700'}, '2007-09-21': {'RSI': '80.8560'}, '2007-09-14': {'RSI': '79.6638'}, '2007-09-07': {'RSI': '76.3736'}, '2007-08-31': {'RSI': '77.8610'}, '2007-08-24': {'RSI': '71.1405'}, '2007-08-17': {'RSI': '63.4379'}, '2007-08-10': {'RSI': '59.7177'}, '2007-08-03': {'RSI': '58.6584'}, '2007-07-27': {'RSI': '67.1654'}, '2007-07-20': {'RSI': '87.3170'}, '2007-07-13': {'RSI': '83.4748'}, '2007-07-06': {'RSI': '80.9891'}, '2007-06-29': {'RSI': '77.0059'}, '2007-06-22': {'RSI': '68.7878'}, '2007-06-15': {'RSI': '58.8985'}, '2007-06-08': {'RSI': '57.1705'}, '2007-06-01': {'RSI': '53.1833'}, '2007-05-25': {'RSI': '61.1536'}, '2007-05-18': {'RSI': '67.6733'}, '2007-05-11': {'RSI': '67.6111'}, '2007-05-04': {'RSI': '61.9097'}, '2007-04-27': {'RSI': '61.0537'}, '2007-04-20': {'RSI': '62.5831'}, '2007-04-13': {'RSI': '61.8112'}, '2007-04-05': {'RSI': '62.9348'}, '2007-03-30': {'RSI': '63.0586'}, '2007-03-23': {'RSI': '60.0912'}, '2007-03-16': {'RSI': '63.3632'}, '2007-03-09': {'RSI': '74.6876'}, '2007-03-02': {'RSI': '74.0136'}, '2007-02-23': {'RSI': '74.5695'}, '2007-02-16': {'RSI': '73.0880'}, '2007-02-09': {'RSI': '78.4266'}, '2007-02-02': {'RSI': '75.8643'}, '2007-01-26': {'RSI': '82.7241'}, '2007-01-19': {'RSI': '80.8459'}, '2007-01-12': {'RSI': '77.4249'}, '2007-01-05': {'RSI': '59.8210'}, '2006-12-29': {'RSI': '56.3131'}, '2006-12-22': {'RSI': '50.9960'}, '2006-12-15': {'RSI': '57.1748'}, '2006-12-08': {'RSI': '56.4643'}, '2006-12-01': {'RSI': '58.3658'}, '2006-11-24': {'RSI': '53.0767'}, '2006-11-17': {'RSI': '57.1276'}, '2006-11-10': {'RSI': '54.2996'}, '2006-11-03': {'RSI': '60.5949'}, '2006-10-27': {'RSI': '53.6921'}, '2006-10-20': {'RSI': '56.3577'}, '2006-10-13': {'RSI': '64.1545'}, '2006-10-06': {'RSI': '61.4448'}, '2006-09-29': {'RSI': '60.5629'}, '2006-09-22': {'RSI': '62.2212'}, '2006-09-15': {'RSI': '56.7632'}, '2006-09-08': {'RSI': '53.1572'}, '2006-09-01': {'RSI': '59.5467'}, '2006-08-25': {'RSI': '54.0110'}, '2006-08-18': {'RSI': '52.7239'}, '2006-08-11': {'RSI': '56.0776'}, '2006-08-04': {'RSI': '50.8426'}, '2006-07-28': {'RSI': '42.1040'}, '2006-07-21': {'RSI': '50.1643'}, '2006-07-14': {'RSI': '46.8605'}, '2006-07-07': {'RSI': '44.9106'}, '2006-06-30': {'RSI': '46.8789'}, '2006-06-23': {'RSI': '25.7526'}, '2006-06-16': {'RSI': '29.6353'}, '2006-06-09': {'RSI': '41.6681'}, '2006-06-02': {'RSI': '41.6681'}, '2006-05-26': {'RSI': '42.2501'}, '2006-05-19': {'RSI': '47.3208'}, '2006-05-12': {'RSI': '46.6023'}, '2006-05-05': {'RSI': '66.7499'}, '2006-04-28': {'RSI': '65.8085'}, '2006-04-21': {'RSI': '75.0673'}, '2006-04-13': {'RSI': '72.1408'}, '2006-04-07': {'RSI': '78.1154'}, '2006-03-31': {'RSI': '76.0067'}, '2006-03-24': {'RSI': '70.9723'}, '2006-03-17': {'RSI': '74.8515'}, '2006-03-10': {'RSI': '70.6182'}, '2006-03-03': {'RSI': '79.9968'}, '2006-02-24': {'RSI': '71.1632'}, '2006-02-17': {'RSI': '69.2968'}, '2006-02-10': {'RSI': '68.4486'}, '2006-02-03': {'RSI': '63.5047'}, '2006-01-27': {'RSI': '61.9998'}, '2006-01-20': {'RSI': '60.1757'}, '2006-01-13': {'RSI': '59.9313'}, '2006-01-06': {'RSI': '52.2872'}, '2005-12-30': {'RSI': '66.8277'}, '2005-12-23': {'RSI': '55.7537'}, '2005-12-16': {'RSI': '56.6216'}, '2005-12-09': {'RSI': '55.1988'}, '2005-12-02': {'RSI': '53.1657'}, '2005-11-25': {'RSI': '53.3423'}, '2005-11-18': {'RSI': '55.8488'}, '2005-11-11': {'RSI': '55.1334'}, '2005-11-04': {'RSI': '37.8278'}, '2005-10-28': {'RSI': '39.3850'}, '2005-10-21': {'RSI': '40.0981'}, '2005-10-14': {'RSI': '42.3403'}, '2005-10-07': {'RSI': '46.8773'}, '2005-09-30': {'RSI': '46.8089'}, '2005-09-23': {'RSI': '46.8360'}, '2005-09-16': {'RSI': '47.4299'}, '2005-09-09': {'RSI': '51.2441'}, '2005-09-02': {'RSI': '48.9362'}, '2005-08-26': {'RSI': '52.5698'}, '2005-08-19': {'RSI': '51.5932'}, '2005-08-12': {'RSI': '51.9341'}, '2005-08-05': {'RSI': '55.5351'}, '2005-07-29': {'RSI': '86.6436'}, '2005-07-22': {'RSI': '86.0839'}, '2005-07-15': {'RSI': '85.3652'}, '2005-07-08': {'RSI': '82.6680'}, '2005-07-01': {'RSI': '81.2587'}, '2005-06-24': {'RSI': '81.4003'}, '2005-06-17': {'RSI': '77.4132'}, '2005-06-10': {'RSI': '84.5011'}, '2005-06-03': {'RSI': '83.2718'}, '2005-05-27': {'RSI': '80.2087'}, '2005-05-20': {'RSI': '74.3542'}, '2005-05-13': {'RSI': '73.1135'}, '2005-05-06': {'RSI': '65.7651'}, '2005-04-29': {'RSI': '47.3269'}, '2005-04-22': {'RSI': '51.5971'}, '2005-04-15': {'RSI': '54.1805'}, '2005-04-08': {'RSI': '67.7817'}, '2005-04-01': {'RSI': '60.7116'}, '2005-03-24': {'RSI': '56.6371'}, '2005-03-18': {'RSI': '57.8878'}, '2005-03-11': {'RSI': '54.8744'}, '2005-03-04': {'RSI': '66.4578'}, '2005-02-25': {'RSI': '68.6900'}, '2005-02-18': {'RSI': '65.7426'}, '2005-02-11': {'RSI': '49.7482'}, '2005-02-04': {'RSI': '56.0770'}, '2005-01-28': {'RSI': '51.0198'}, '2005-01-21': {'RSI': '55.0283'}, '2005-01-14': {'RSI': '57.6704'}, '2005-01-07': {'RSI': '56.7356'}, '2004-12-31': {'RSI': '54.3282'}, '2004-12-23': {'RSI': '38.1919'}, '2004-12-17': {'RSI': '41.4676'}, '2004-12-10': {'RSI': '44.7941'}, '2004-12-03': {'RSI': '50.3415'}, '2004-11-26': {'RSI': '46.2065'}, '2004-11-19': {'RSI': '51.2299'}, '2004-11-12': {'RSI': '56.4363'}, '2004-11-05': {'RSI': '50.9022'}, '2004-10-29': {'RSI': '50.9309'}, '2004-10-22': {'RSI': '47.3497'}, '2004-10-15': {'RSI': '58.2135'}, '2004-10-08': {'RSI': '62.0757'}, '2004-10-01': {'RSI': '63.1135'}, '2004-09-24': {'RSI': '50.3836'}, '2004-09-17': {'RSI': '74.0092'}, '2004-09-10': {'RSI': '71.7476'}, '2004-09-03': {'RSI': '63.7197'}, '2004-08-27': {'RSI': '63.9023'}, '2004-08-20': {'RSI': '60.7655'}, '2004-08-13': {'RSI': '56.3006'}, '2004-08-06': {'RSI': '53.9726'}, '2004-07-30': {'RSI': '51.4100'}, '2004-07-23': {'RSI': '51.5862'}, '2004-07-16': {'RSI': '51.4364'}, '2004-07-09': {'RSI': '51.4364'}, '2004-07-02': {'RSI': '51.4794'}, '2004-06-25': {'RSI': '51.1114'}, '2004-06-18': {'RSI': '50.1589'}, '2004-06-10': {'RSI': '50.0932'}, '2004-06-04': {'RSI': '49.4387'}, '2004-05-28': {'RSI': '49.4128'}, '2004-05-21': {'RSI': '43.5718'}, '2004-05-14': {'RSI': '42.2319'}, '2004-05-07': {'RSI': '60.7444'}, '2004-04-30': {'RSI': '54.7908'}, '2004-04-23': {'RSI': '57.4256'}, '2004-04-16': {'RSI': '58.5726'}, '2004-04-08': {'RSI': '52.9350'}, '2004-04-02': {'RSI': '48.0554'}, '2004-03-26': {'RSI': '42.3892'}, '2004-03-19': {'RSI': '42.4962'}, '2004-03-12': {'RSI': '52.4860'}, '2004-03-05': {'RSI': '54.2909'}, '2004-02-27': {'RSI': '52.7170'}, '2004-02-20': {'RSI': '47.2875'}, '2004-02-13': {'RSI': '37.2917'}, '2004-02-06': {'RSI': '43.2541'}, '2004-01-30': {'RSI': '48.8757'}, '2004-01-23': {'RSI': '56.8234'}, '2004-01-16': {'RSI': '50.7727'}, '2004-01-09': {'RSI': '58.7473'}, '2004-01-02': {'RSI': '55.5300'}, '2003-12-26': {'RSI': '73.2481'}, '2003-12-19': {'RSI': '69.1554'}, '2003-12-12': {'RSI': '69.7586'}, '2003-12-05': {'RSI': '79.1776'}, '2003-11-28': {'RSI': '76.2472'}, '2003-11-21': {'RSI': '70.6447'}, '2003-11-14': {'RSI': '69.7302'}, '2003-11-07': {'RSI': '68.8360'}, '2003-10-31': {'RSI': '68.0048'}, '2003-10-24': {'RSI': '65.7074'}, '2003-10-17': {'RSI': '66.0632'}, '2003-10-10': {'RSI': '86.2336'}, '2003-10-03': {'RSI': '85.4418'}, '2003-09-26': {'RSI': '80.5302'}, '2003-09-19': {'RSI': '80.1660'}, '2003-09-12': {'RSI': '75.9052'}, '2003-09-05': {'RSI': '68.0537'}, '2003-08-29': {'RSI': '70.6504'}, '2003-08-22': {'RSI': '71.0136'}, '2003-08-15': {'RSI': '70.7038'}, '2003-08-08': {'RSI': '73.1218'}, '2003-08-01': {'RSI': '65.4198'}, '2003-07-25': {'RSI': '72.2555'}, '2003-07-18': {'RSI': '65.1652'}, '2003-07-11': {'RSI': '61.4627'}, '2003-07-03': {'RSI': '54.1532'}, '2003-06-27': {'RSI': '65.9171'}, '2003-06-20': {'RSI': '64.0854'}, '2003-06-13': {'RSI': '62.5769'}, '2003-06-06': {'RSI': '77.0887'}, '2003-05-30': {'RSI': '67.3051'}, '2003-05-23': {'RSI': '65.9488'}, '2003-05-16': {'RSI': '70.7307'}, '2003-05-09': {'RSI': '67.5021'}, '2003-05-02': {'RSI': '75.7607'}, '2003-04-25': {'RSI': '57.9375'}, '2003-04-17': {'RSI': '59.5843'}, '2003-04-11': {'RSI': '58.4019'}, '2003-04-04': {'RSI': '57.3347'}, '2003-03-28': {'RSI': '56.8099'}, '2003-03-21': {'RSI': '56.9359'}, '2003-03-14': {'RSI': '55.5143'}, '2003-03-07': {'RSI': '54.8860'}, '2003-02-28': {'RSI': '54.3052'}, '2003-02-21': {'RSI': '33.9458'}, '2003-02-14': {'RSI': '41.2908'}, '2003-02-07': {'RSI': '39.9023'}, '2003-01-31': {'RSI': '49.2962'}, '2003-01-24': {'RSI': '51.1405'}, '2003-01-17': {'RSI': '49.3829'}, '2003-01-10': {'RSI': '53.0804'}, '2003-01-03': {'RSI': '52.2187'}, '2002-12-27': {'RSI': '55.6046'}, '2002-12-20': {'RSI': '51.0775'}, '2002-12-13': {'RSI': '62.7512'}, '2002-12-06': {'RSI': '56.1344'}, '2002-11-29': {'RSI': '54.8662'}, '2002-11-22': {'RSI': '48.0625'}, '2002-11-15': {'RSI': '45.4786'}, '2002-11-08': {'RSI': '36.3081'}, '2002-11-01': {'RSI': '44.4781'}, '2002-10-25': {'RSI': '23.5495'}, '2002-10-18': {'RSI': '26.3399'}, '2002-10-11': {'RSI': '20.4850'}, '2002-10-04': {'RSI': '21.6605'}, '2002-09-27': {'RSI': '22.0751'}, '2002-09-20': {'RSI': '24.7384'}, '2002-09-13': {'RSI': '27.7180'}, '2002-09-06': {'RSI': '28.6919'}, '2002-08-30': {'RSI': '24.5350'}, '2002-08-23': {'RSI': '24.7030'}, '2002-08-16': {'RSI': '25.0559'}, '2002-08-09': {'RSI': '26.5045'}, '2002-08-02': {'RSI': '23.8836'}, '2002-07-26': {'RSI': '28.4729'}, '2002-07-19': {'RSI': '26.8496'}, '2002-07-12': {'RSI': '32.4489'}, '2002-07-05': {'RSI': '40.6752'}, '2002-06-28': {'RSI': '40.7456'}, '2002-06-21': {'RSI': '51.6524'}, '2002-06-14': {'RSI': '48.0006'}, '2002-06-07': {'RSI': '51.4541'}, '2002-05-31': {'RSI': '53.2672'}, '2002-05-24': {'RSI': '56.4087'}, '2002-05-17': {'RSI': '57.9465'}, '2002-05-10': {'RSI': '44.5238'}, '2002-05-03': {'RSI': '47.3597'}, '2002-04-26': {'RSI': '45.0615'}, '2002-04-19': {'RSI': '48.7123'}, '2002-04-12': {'RSI': '35.6921'}, '2002-04-05': {'RSI': '37.4576'}, '2002-03-28': {'RSI': '37.8287'}, '2002-03-22': {'RSI': '38.2219'}, '2002-03-15': {'RSI': '36.6008'}, '2002-03-08': {'RSI': '38.7669'}, '2002-03-01': {'RSI': '45.4855'}, '2002-02-22': {'RSI': '46.9838'}, '2002-02-15': {'RSI': '51.1470'}, '2002-02-08': {'RSI': '43.1972'}, '2002-02-01': {'RSI': '56.7041'}, '2002-01-25': {'RSI': '73.4386'}, '2002-01-18': {'RSI': '73.1319'}, '2002-01-11': {'RSI': '69.1079'}, '2002-01-04': {'RSI': '74.9083'}, '2001-12-28': {'RSI': '74.3705'}, '2001-12-21': {'RSI': '69.4148'}, '2001-12-14': {'RSI': '68.8117'}, '2001-12-07': {'RSI': '69.5612'}, '2001-11-30': {'RSI': '69.5260'}, '2001-11-23': {'RSI': '69.0925'}, '2001-11-16': {'RSI': '64.1836'}, '2001-11-09': {'RSI': '60.4255'}, '2001-11-02': {'RSI': '80.6052'}, '2001-10-26': {'RSI': '78.8301'}, '2001-10-19': {'RSI': '74.6369'}, '2001-10-12': {'RSI': '62.2709'}, '2001-10-05': {'RSI': '57.5020'}, '2001-09-28': {'RSI': '56.4672'}, '2001-09-21': {'RSI': '39.2579'}, '2001-09-10': {'RSI': '45.4180'}, '2001-09-07': {'RSI': '48.2314'}, '2001-08-31': {'RSI': '55.1338'}, '2001-08-24': {'RSI': '61.4397'}, '2001-08-17': {'RSI': '56.3271'}, '2001-08-10': {'RSI': '55.8272'}, '2001-08-03': {'RSI': '54.1529'}, '2001-07-27': {'RSI': '58.7803'}, '2001-07-20': {'RSI': '69.1161'}, '2001-07-13': {'RSI': '65.1801'}, '2001-07-06': {'RSI': '59.6226'}, '2001-06-29': {'RSI': '62.6841'}, '2001-06-22': {'RSI': '63.4895'}, '2001-06-15': {'RSI': '61.8509'}, '2001-06-08': {'RSI': '78.4194'}, '2001-06-01': {'RSI': '71.9567'}, '2001-05-25': {'RSI': '80.2785'}, '2001-05-18': {'RSI': '87.9698'}, '2001-05-11': {'RSI': '85.8147'}, '2001-05-04': {'RSI': '84.8050'}, '2001-04-27': {'RSI': '81.9637'}, '2001-04-20': {'RSI': '72.8132'}, '2001-04-12': {'RSI': '64.4192'}, '2001-04-06': {'RSI': '73.3626'}, '2001-03-30': {'RSI': '60.7375'}, '2001-03-23': {'RSI': '59.4527'}, '2001-03-16': {'RSI': '58.3195'}, '2001-03-09': {'RSI': '56.0147'}, '2001-03-02': {'RSI': '54.8462'}, '2001-02-23': {'RSI': '63.6223'}, '2001-02-16': {'RSI': '56.3264'}, '2001-02-09': {'RSI': '55.1158'}, '2001-02-02': {'RSI': '55.1158'}, '2001-01-26': {'RSI': '53.0904'}, '2001-01-19': {'RSI': '63.3882'}, '2001-01-12': {'RSI': '72.9378'}, '2001-01-05': {'RSI': '66.0672'}, '2000-12-29': {'RSI': '71.4615'}, '2000-12-22': {'RSI': '75.1950'}, '2000-12-15': {'RSI': '73.3397'}, '2000-12-08': {'RSI': '56.4714'}, '2000-12-01': {'RSI': '47.8229'}, '2000-11-24': {'RSI': '47.8229'}, '2000-11-17': {'RSI': '54.9554'}, '2000-11-10': {'RSI': '56.7847'}, '2000-11-03': {'RSI': '46.8289'}, '2000-10-27': {'RSI': '43.8813'}, '2000-10-20': {'RSI': '28.7196'}, '2000-10-13': {'RSI': '35.4178'}, '2000-10-06': {'RSI': '47.2167'}, '2000-09-29': {'RSI': '52.4595'}, '2000-09-22': {'RSI': '59.8796'}, '2000-09-15': {'RSI': '61.3922'}, '2000-09-08': {'RSI': '57.3522'}, '2000-09-01': {'RSI': '50.4451'}, '2000-08-25': {'RSI': '59.0527'}, '2000-08-18': {'RSI': '54.3120'}, '2000-08-11': {'RSI': '57.4234'}, '2000-08-04': {'RSI': '60.2929'}, '2000-07-28': {'RSI': '57.2486'}, '2000-07-21': {'RSI': '61.4917'}, '2000-07-14': {'RSI': '58.7394'}, '2000-07-07': {'RSI': '58.7394'}, '2000-06-30': {'RSI': '60.0195'}, '2000-06-23': {'RSI': '56.8780'}, '2000-06-16': {'RSI': '57.0331'}, '2000-06-09': {'RSI': '64.8309'}, '2000-06-02': {'RSI': '60.5734'}, '2000-05-26': {'RSI': '59.2306'}, '2000-05-19': {'RSI': '57.4234'}, '2000-05-12': {'RSI': '58.1973'}, '2000-05-05': {'RSI': '56.5276'}, '2000-04-28': {'RSI': '60.0497'}, '2000-04-20': {'RSI': '51.8647'}, '2000-04-14': {'RSI': '51.9666'}, '2000-04-07': {'RSI': '51.9666'}, '2000-03-31': {'RSI': '52.9788'}, '2000-03-24': {'RSI': '60.6917'}, '2000-03-17': {'RSI': '74.9061'}, '2000-03-10': {'RSI': '61.0144'}, '2000-03-03': {'RSI': '55.8509'}, '2000-02-25': {'RSI': '54.5507'}, '2000-02-18': {'RSI': '70.0159'}, '2000-02-11': {'RSI': '66.7966'}, '2000-02-04': {'RSI': '65.7515'}, '2000-01-28': {'RSI': '63.6035'}, '2000-01-21': {'RSI': '69.4013'}}}\n",
      "{'Meta Data': {'1: Symbol': 'BLIN', '2: Indicator': 'Relative Strength Index (RSI)', '3: Last Refreshed': '2021-06-14', '4: Interval': 'weekly', '5: Time Period': 10, '6: Series Type': 'close', '7: Time Zone': 'US/Eastern Time'}, 'Technical Analysis: RSI': {'2021-06-14': {'RSI': '52.6845'}, '2021-06-11': {'RSI': '49.6607'}, '2021-06-04': {'RSI': '48.3402'}, '2021-05-28': {'RSI': '42.9527'}, '2021-05-21': {'RSI': '44.2506'}, '2021-05-14': {'RSI': '42.3699'}, '2021-05-07': {'RSI': '38.9730'}, '2021-04-30': {'RSI': '47.7179'}, '2021-04-23': {'RSI': '46.8708'}, '2021-04-16': {'RSI': '38.8454'}, '2021-04-09': {'RSI': '49.5801'}, '2021-04-01': {'RSI': '49.5801'}, '2021-03-26': {'RSI': '50.1017'}, '2021-03-19': {'RSI': '54.4869'}, '2021-03-12': {'RSI': '56.3135'}, '2021-03-05': {'RSI': '46.6569'}, '2021-02-26': {'RSI': '54.9922'}, '2021-02-19': {'RSI': '71.9940'}, '2021-02-12': {'RSI': '68.2326'}, '2021-02-05': {'RSI': '74.5396'}, '2021-01-29': {'RSI': '73.4346'}, '2021-01-22': {'RSI': '75.1111'}, '2021-01-15': {'RSI': '68.2644'}, '2021-01-08': {'RSI': '63.7808'}, '2020-12-31': {'RSI': '57.9207'}, '2020-12-24': {'RSI': '61.8356'}, '2020-12-18': {'RSI': '64.9987'}, '2020-12-11': {'RSI': '70.6944'}, '2020-12-04': {'RSI': '70.3604'}, '2020-11-27': {'RSI': '61.9767'}, '2020-11-20': {'RSI': '50.9397'}, '2020-11-13': {'RSI': '51.2923'}, '2020-11-06': {'RSI': '55.0661'}, '2020-10-30': {'RSI': '51.8798'}, '2020-10-23': {'RSI': '59.4707'}, '2020-10-16': {'RSI': '61.6861'}, '2020-10-09': {'RSI': '61.2531'}, '2020-10-02': {'RSI': '56.1202'}, '2020-09-25': {'RSI': '49.5871'}, '2020-09-18': {'RSI': '52.1004'}, '2020-09-11': {'RSI': '48.4420'}, '2020-09-04': {'RSI': '47.4091'}, '2020-08-28': {'RSI': '52.8926'}, '2020-08-21': {'RSI': '53.3758'}, '2020-08-14': {'RSI': '56.3891'}, '2020-08-07': {'RSI': '78.4711'}, '2020-07-31': {'RSI': '76.0044'}, '2020-07-24': {'RSI': '67.3461'}, '2020-07-17': {'RSI': '61.2941'}, '2020-07-10': {'RSI': '62.4970'}, '2020-07-02': {'RSI': '56.0245'}, '2020-06-26': {'RSI': '55.4712'}, '2020-06-19': {'RSI': '63.3642'}, '2020-06-12': {'RSI': '53.6517'}, '2020-06-05': {'RSI': '60.9194'}, '2020-05-29': {'RSI': '62.6158'}, '2020-05-22': {'RSI': '68.6363'}, '2020-05-15': {'RSI': '62.3535'}, '2020-05-08': {'RSI': '48.6338'}, '2020-05-01': {'RSI': '45.9758'}, '2020-04-24': {'RSI': '40.9328'}, '2020-04-17': {'RSI': '38.5876'}, '2020-04-09': {'RSI': '27.8886'}, '2020-04-03': {'RSI': '25.5030'}, '2020-03-27': {'RSI': '27.0210'}, '2020-03-20': {'RSI': '21.6091'}, '2020-03-13': {'RSI': '23.3145'}, '2020-03-06': {'RSI': '27.8715'}, '2020-02-28': {'RSI': '27.3803'}, '2020-02-21': {'RSI': '36.6766'}, '2020-02-14': {'RSI': '41.1246'}, '2020-02-07': {'RSI': '38.8449'}, '2020-01-31': {'RSI': '36.1758'}, '2020-01-24': {'RSI': '37.9132'}, '2020-01-17': {'RSI': '40.5955'}, '2020-01-10': {'RSI': '34.9009'}, '2020-01-03': {'RSI': '38.0253'}, '2019-12-27': {'RSI': '44.1161'}, '2019-12-20': {'RSI': '27.5846'}, '2019-12-13': {'RSI': '24.9550'}, '2019-12-06': {'RSI': '26.5148'}, '2019-11-29': {'RSI': '25.7631'}, '2019-11-22': {'RSI': '24.7453'}, '2019-11-15': {'RSI': '20.2464'}, '2019-11-08': {'RSI': '21.5101'}, '2019-11-01': {'RSI': '21.9248'}, '2019-10-25': {'RSI': '21.2416'}, '2019-10-18': {'RSI': '23.1447'}, '2019-10-11': {'RSI': '23.1545'}, '2019-10-04': {'RSI': '23.4819'}, '2019-09-27': {'RSI': '24.3313'}, '2019-09-20': {'RSI': '25.9438'}, '2019-09-13': {'RSI': '26.3175'}, '2019-09-06': {'RSI': '23.9512'}, '2019-08-30': {'RSI': '22.0743'}, '2019-08-23': {'RSI': '23.2627'}, '2019-08-16': {'RSI': '23.2627'}, '2019-08-09': {'RSI': '19.9224'}, '2019-08-02': {'RSI': '19.9580'}, '2019-07-26': {'RSI': '20.3500'}, '2019-07-19': {'RSI': '20.7474'}, '2019-07-12': {'RSI': '21.0606'}, '2019-07-05': {'RSI': '21.3240'}, '2019-06-28': {'RSI': '21.3721'}, '2019-06-21': {'RSI': '21.5031'}, '2019-06-14': {'RSI': '21.9882'}, '2019-06-07': {'RSI': '22.3859'}, '2019-05-31': {'RSI': '23.0102'}, '2019-05-24': {'RSI': '24.3367'}, '2019-05-17': {'RSI': '26.7468'}, '2019-05-10': {'RSI': '27.8369'}, '2019-05-03': {'RSI': '24.6934'}, '2019-04-26': {'RSI': '29.5462'}, '2019-04-18': {'RSI': '32.5210'}, '2019-04-12': {'RSI': '32.2850'}, '2019-04-05': {'RSI': '31.9550'}, '2019-03-29': {'RSI': '26.7812'}, '2019-03-22': {'RSI': '30.5332'}, '2019-03-15': {'RSI': '29.8054'}, '2019-03-08': {'RSI': '37.7512'}, '2019-03-01': {'RSI': '25.8983'}, '2019-02-22': {'RSI': '25.2579'}, '2019-02-15': {'RSI': '25.7929'}, '2019-02-08': {'RSI': '25.3482'}, '2019-02-01': {'RSI': '27.1650'}, '2019-01-25': {'RSI': '24.2489'}, '2019-01-18': {'RSI': '24.9787'}, '2019-01-11': {'RSI': '25.6741'}, '2019-01-04': {'RSI': '21.3378'}, '2018-12-28': {'RSI': '22.8737'}, '2018-12-21': {'RSI': '21.1674'}, '2018-12-14': {'RSI': '21.6849'}, '2018-12-07': {'RSI': '23.4893'}, '2018-11-30': {'RSI': '23.3921'}, '2018-11-23': {'RSI': '22.5326'}, '2018-11-16': {'RSI': '23.1767'}, '2018-11-09': {'RSI': '23.7021'}, '2018-11-02': {'RSI': '25.1191'}, '2018-10-26': {'RSI': '20.8610'}, '2018-10-19': {'RSI': '21.8454'}, '2018-10-12': {'RSI': '31.8434'}, '2018-10-05': {'RSI': '36.7842'}, '2018-09-28': {'RSI': '35.7879'}, '2018-09-21': {'RSI': '36.1295'}, '2018-09-14': {'RSI': '36.7612'}, '2018-09-07': {'RSI': '36.2597'}, '2018-08-31': {'RSI': '40.9342'}, '2018-08-24': {'RSI': '27.2104'}, '2018-08-17': {'RSI': '27.6396'}, '2018-08-10': {'RSI': '40.4399'}, '2018-08-03': {'RSI': '37.1028'}, '2018-07-27': {'RSI': '39.0807'}, '2018-07-20': {'RSI': '47.8455'}, '2018-07-13': {'RSI': '48.7833'}, '2018-07-06': {'RSI': '29.4238'}, '2018-06-29': {'RSI': '17.8287'}, '2018-06-22': {'RSI': '19.8973'}, '2018-06-15': {'RSI': '19.8327'}, '2018-06-08': {'RSI': '20.6910'}, '2018-06-01': {'RSI': '24.5092'}, '2018-05-25': {'RSI': '21.2390'}, '2018-05-18': {'RSI': '22.1006'}, '2018-05-11': {'RSI': '25.8805'}, '2018-05-04': {'RSI': '27.4659'}, '2018-04-27': {'RSI': '26.4590'}, '2018-04-20': {'RSI': '32.9347'}, '2018-04-13': {'RSI': '34.2004'}, '2018-04-06': {'RSI': '41.0901'}, '2018-03-29': {'RSI': '38.7650'}, '2018-03-23': {'RSI': '45.6578'}, '2018-03-16': {'RSI': '44.6151'}, '2018-03-09': {'RSI': '42.0271'}, '2018-03-02': {'RSI': '27.3545'}, '2018-02-23': {'RSI': '27.8657'}, '2018-02-16': {'RSI': '29.2922'}, '2018-02-09': {'RSI': '33.6607'}, '2018-02-02': {'RSI': '37.0212'}, '2018-01-26': {'RSI': '42.1236'}, '2018-01-19': {'RSI': '47.6485'}, '2018-01-12': {'RSI': '48.3965'}, '2018-01-05': {'RSI': '43.7122'}, '2017-12-29': {'RSI': '42.3052'}, '2017-12-22': {'RSI': '44.6070'}, '2017-12-15': {'RSI': '37.1044'}, '2017-12-08': {'RSI': '33.8293'}, '2017-12-01': {'RSI': '43.6380'}, '2017-11-24': {'RSI': '45.7573'}, '2017-11-17': {'RSI': '45.3709'}, '2017-11-10': {'RSI': '42.8043'}, '2017-11-03': {'RSI': '46.7586'}, '2017-10-27': {'RSI': '43.7523'}, '2017-10-20': {'RSI': '49.0105'}, '2017-10-13': {'RSI': '53.8141'}, '2017-10-06': {'RSI': '43.4102'}, '2017-09-29': {'RSI': '50.2712'}, '2017-09-22': {'RSI': '49.6197'}, '2017-09-15': {'RSI': '43.6388'}, '2017-09-08': {'RSI': '46.3926'}, '2017-09-01': {'RSI': '39.1333'}, '2017-08-25': {'RSI': '41.2900'}, '2017-08-18': {'RSI': '39.6264'}, '2017-08-11': {'RSI': '25.5825'}, '2017-08-04': {'RSI': '26.6375'}, '2017-07-28': {'RSI': '38.7858'}, '2017-07-21': {'RSI': '39.7327'}, '2017-07-14': {'RSI': '40.0535'}, '2017-07-07': {'RSI': '33.8010'}, '2017-06-30': {'RSI': '34.2863'}, '2017-06-23': {'RSI': '35.2243'}, '2017-06-16': {'RSI': '36.1046'}, '2017-06-09': {'RSI': '38.7169'}, '2017-06-02': {'RSI': '39.5760'}, '2017-05-26': {'RSI': '39.5760'}, '2017-05-19': {'RSI': '33.9492'}, '2017-05-12': {'RSI': '53.6078'}, '2017-05-05': {'RSI': '54.9896'}, '2017-04-28': {'RSI': '51.6228'}, '2017-04-21': {'RSI': '47.0482'}, '2017-04-13': {'RSI': '51.4372'}, '2017-04-07': {'RSI': '53.7643'}, '2017-03-31': {'RSI': '60.4428'}, '2017-03-24': {'RSI': '58.9998'}, '2017-03-17': {'RSI': '63.0159'}, '2017-03-10': {'RSI': '64.2079'}, '2017-03-03': {'RSI': '62.5302'}, '2017-02-24': {'RSI': '43.1274'}, '2017-02-17': {'RSI': '46.1617'}, '2017-02-10': {'RSI': '44.0723'}, '2017-02-03': {'RSI': '43.7392'}, '2017-01-27': {'RSI': '58.2871'}, '2017-01-20': {'RSI': '50.0704'}, '2017-01-13': {'RSI': '52.9165'}, '2017-01-06': {'RSI': '47.6908'}, '2016-12-30': {'RSI': '44.1864'}, '2016-12-23': {'RSI': '46.1112'}, '2016-12-16': {'RSI': '46.8345'}, '2016-12-09': {'RSI': '45.8645'}, '2016-12-02': {'RSI': '40.9580'}, '2016-11-25': {'RSI': '46.2179'}, '2016-11-18': {'RSI': '43.4207'}, '2016-11-11': {'RSI': '22.9012'}, '2016-11-04': {'RSI': '18.6364'}, '2016-10-28': {'RSI': '26.8183'}, '2016-10-21': {'RSI': '32.8744'}, '2016-10-14': {'RSI': '35.8648'}, '2016-10-07': {'RSI': '37.8090'}, '2016-09-30': {'RSI': '41.8635'}, '2016-09-23': {'RSI': '41.9650'}, '2016-09-16': {'RSI': '39.4546'}, '2016-09-09': {'RSI': '42.8909'}, '2016-09-02': {'RSI': '45.0493'}, '2016-08-26': {'RSI': '36.0866'}, '2016-08-19': {'RSI': '40.8700'}, '2016-08-12': {'RSI': '42.5924'}, '2016-08-05': {'RSI': '44.2716'}, '2016-07-29': {'RSI': '42.7584'}, '2016-07-22': {'RSI': '45.7524'}, '2016-07-15': {'RSI': '48.4377'}, '2016-07-08': {'RSI': '52.3704'}, '2016-07-01': {'RSI': '63.5351'}, '2016-06-24': {'RSI': '62.9426'}, '2016-06-17': {'RSI': '64.8390'}, '2016-06-10': {'RSI': '68.5571'}, '2016-06-03': {'RSI': '34.3238'}, '2016-05-27': {'RSI': '35.6736'}, '2016-05-20': {'RSI': '35.4392'}, '2016-05-13': {'RSI': '35.4392'}, '2016-05-06': {'RSI': '37.7286'}, '2016-04-29': {'RSI': '41.1539'}, '2016-04-22': {'RSI': '37.9231'}, '2016-04-15': {'RSI': '43.5133'}, '2016-04-08': {'RSI': '39.6102'}, '2016-04-01': {'RSI': '39.6102'}, '2016-03-24': {'RSI': '36.5642'}, '2016-03-18': {'RSI': '37.2700'}, '2016-03-11': {'RSI': '40.2523'}, '2016-03-04': {'RSI': '38.8087'}, '2016-02-26': {'RSI': '42.7202'}, '2016-02-19': {'RSI': '42.0632'}, '2016-02-12': {'RSI': '36.8485'}, '2016-02-05': {'RSI': '25.5387'}, '2016-01-29': {'RSI': '32.1947'}, '2016-01-22': {'RSI': '30.7252'}, '2016-01-15': {'RSI': '34.3872'}, '2016-01-08': {'RSI': '32.8712'}, '2015-12-31': {'RSI': '37.5570'}, '2015-12-24': {'RSI': '44.7304'}, '2015-12-18': {'RSI': '33.2574'}, '2015-12-11': {'RSI': '36.9379'}, '2015-12-04': {'RSI': '42.3170'}, '2015-11-27': {'RSI': '40.6641'}, '2015-11-20': {'RSI': '43.7639'}, '2015-11-13': {'RSI': '41.7524'}, '2015-11-06': {'RSI': '38.4501'}, '2015-10-30': {'RSI': '33.7151'}, '2015-10-23': {'RSI': '36.6082'}, '2015-10-16': {'RSI': '40.9680'}, '2015-10-09': {'RSI': '33.8883'}, '2015-10-02': {'RSI': '33.8883'}, '2015-09-25': {'RSI': '35.7878'}, '2015-09-18': {'RSI': '35.2388'}, '2015-09-11': {'RSI': '37.5260'}, '2015-09-04': {'RSI': '43.5709'}, '2015-08-28': {'RSI': '36.8219'}, '2015-08-21': {'RSI': '21.7882'}, '2015-08-14': {'RSI': '27.1925'}, '2015-08-07': {'RSI': '24.1262'}, '2015-07-31': {'RSI': '29.4399'}, '2015-07-24': {'RSI': '34.4405'}, '2015-07-17': {'RSI': '35.6881'}, '2015-07-10': {'RSI': '37.6715'}, '2015-07-02': {'RSI': '31.0339'}, '2015-06-26': {'RSI': '36.3953'}, '2015-06-19': {'RSI': '33.8229'}, '2015-06-12': {'RSI': '29.3208'}, '2015-06-05': {'RSI': '29.3310'}, '2015-05-29': {'RSI': '28.1772'}, '2015-05-22': {'RSI': '23.7852'}, '2015-05-15': {'RSI': '33.1295'}, '2015-05-08': {'RSI': '38.4363'}, '2015-05-01': {'RSI': '26.5198'}, '2015-04-24': {'RSI': '27.6010'}, '2015-04-17': {'RSI': '30.3359'}, '2015-04-10': {'RSI': '33.3224'}, '2015-04-02': {'RSI': '33.3371'}, '2015-03-27': {'RSI': '38.1976'}, '2015-03-20': {'RSI': '32.0790'}, '2015-03-13': {'RSI': '34.9051'}, '2015-03-06': {'RSI': '36.3385'}, '2015-02-27': {'RSI': '39.2548'}, '2015-02-20': {'RSI': '37.0144'}, '2015-02-13': {'RSI': '34.8292'}, '2015-02-06': {'RSI': '39.8433'}, '2015-01-30': {'RSI': '37.8243'}, '2015-01-23': {'RSI': '29.4006'}, '2015-01-16': {'RSI': '28.6517'}, '2015-01-09': {'RSI': '27.2005'}, '2015-01-02': {'RSI': '25.0158'}, '2014-12-26': {'RSI': '27.8294'}, '2014-12-19': {'RSI': '29.9125'}, '2014-12-12': {'RSI': '33.8547'}, '2014-12-05': {'RSI': '40.5019'}, '2014-11-28': {'RSI': '54.0088'}, '2014-11-21': {'RSI': '37.0270'}, '2014-11-14': {'RSI': '34.5701'}, '2014-11-07': {'RSI': '32.1890'}, '2014-10-31': {'RSI': '33.2789'}, '2014-10-24': {'RSI': '34.3250'}, '2014-10-17': {'RSI': '25.9450'}, '2014-10-10': {'RSI': '27.5255'}, '2014-10-03': {'RSI': '28.3013'}, '2014-09-26': {'RSI': '28.3013'}, '2014-09-19': {'RSI': '36.5443'}, '2014-09-12': {'RSI': '40.4270'}, '2014-09-05': {'RSI': '34.2050'}, '2014-08-29': {'RSI': '34.2770'}, '2014-08-22': {'RSI': '38.8806'}, '2014-08-15': {'RSI': '35.7753'}, '2014-08-08': {'RSI': '37.4896'}, '2014-08-01': {'RSI': '41.9693'}, '2014-07-25': {'RSI': '43.9256'}, '2014-07-18': {'RSI': '43.9256'}, '2014-07-11': {'RSI': '49.3828'}, '2014-07-03': {'RSI': '45.3057'}, '2014-06-27': {'RSI': '40.5079'}, '2014-06-20': {'RSI': '41.2470'}, '2014-06-13': {'RSI': '46.0708'}, '2014-06-06': {'RSI': '43.2902'}, '2014-05-30': {'RSI': '35.5320'}, '2014-05-23': {'RSI': '42.8326'}, '2014-05-16': {'RSI': '23.0200'}, '2014-05-09': {'RSI': '27.7559'}, '2014-05-02': {'RSI': '33.6895'}, '2014-04-25': {'RSI': '37.5211'}, '2014-04-17': {'RSI': '37.3041'}, '2014-04-11': {'RSI': '39.9824'}, '2014-04-04': {'RSI': '35.8363'}, '2014-03-28': {'RSI': '37.3859'}, '2014-03-21': {'RSI': '44.2788'}, '2014-03-14': {'RSI': '45.2167'}, '2014-03-07': {'RSI': '49.9806'}, '2014-02-28': {'RSI': '49.9806'}, '2014-02-21': {'RSI': '52.6779'}, '2014-02-14': {'RSI': '47.5864'}, '2014-02-07': {'RSI': '70.2670'}, '2014-01-31': {'RSI': '70.2670'}, '2014-01-24': {'RSI': '64.9170'}, '2014-01-17': {'RSI': '62.2721'}, '2014-01-10': {'RSI': '59.3007'}, '2014-01-03': {'RSI': '51.8866'}, '2013-12-27': {'RSI': '55.2735'}, '2013-12-20': {'RSI': '50.4116'}, '2013-12-13': {'RSI': '53.5620'}, '2013-12-06': {'RSI': '56.6415'}, '2013-11-29': {'RSI': '55.9259'}, '2013-11-22': {'RSI': '46.8193'}, '2013-11-15': {'RSI': '39.8813'}, '2013-11-08': {'RSI': '37.6432'}, '2013-11-01': {'RSI': '27.9368'}, '2013-10-25': {'RSI': '33.8676'}, '2013-10-18': {'RSI': '35.2132'}, '2013-10-11': {'RSI': '40.2507'}, '2013-10-04': {'RSI': '45.2436'}, '2013-09-27': {'RSI': '42.0064'}, '2013-09-20': {'RSI': '37.5778'}, '2013-09-13': {'RSI': '39.6200'}, '2013-09-06': {'RSI': '37.5848'}, '2013-08-30': {'RSI': '35.6321'}, '2013-08-23': {'RSI': '40.8019'}, '2013-08-16': {'RSI': '42.0213'}, '2013-08-09': {'RSI': '51.7594'}, '2013-08-02': {'RSI': '51.7749'}, '2013-07-26': {'RSI': '53.9395'}, '2013-07-19': {'RSI': '48.0564'}, '2013-07-12': {'RSI': '45.9939'}, '2013-07-05': {'RSI': '41.0554'}, '2013-06-28': {'RSI': '47.1436'}, '2013-06-21': {'RSI': '46.4944'}, '2013-06-14': {'RSI': '51.6309'}, '2013-06-07': {'RSI': '31.0810'}, '2013-05-31': {'RSI': '33.9632'}, '2013-05-24': {'RSI': '37.6336'}, '2013-05-17': {'RSI': '31.9614'}, '2013-05-10': {'RSI': '36.4349'}, '2013-05-03': {'RSI': '38.0319'}, '2013-04-26': {'RSI': '40.7083'}, '2013-04-19': {'RSI': '33.0790'}, '2013-04-12': {'RSI': '33.9528'}, '2013-04-05': {'RSI': '38.0151'}, '2013-03-28': {'RSI': '38.0196'}, '2013-03-22': {'RSI': '39.2905'}, '2013-03-15': {'RSI': '43.6694'}, '2013-03-08': {'RSI': '42.5162'}, '2013-03-01': {'RSI': '41.4372'}, '2013-02-22': {'RSI': '43.6494'}, '2013-02-15': {'RSI': '48.2898'}, '2013-02-08': {'RSI': '49.8807'}, '2013-02-01': {'RSI': '59.5997'}, '2013-01-25': {'RSI': '47.9922'}, '2013-01-18': {'RSI': '47.9922'}, '2013-01-11': {'RSI': '47.6003'}, '2013-01-04': {'RSI': '50.2114'}, '2012-12-28': {'RSI': '45.5349'}, '2012-12-21': {'RSI': '45.5349'}, '2012-12-14': {'RSI': '45.5349'}, '2012-12-07': {'RSI': '52.0717'}, '2012-11-30': {'RSI': '73.1099'}, '2012-11-23': {'RSI': '88.1565'}, '2012-11-16': {'RSI': '82.5283'}, '2012-11-09': {'RSI': '74.2771'}, '2012-11-02': {'RSI': '69.0081'}, '2012-10-26': {'RSI': '68.0257'}, '2012-10-19': {'RSI': '67.5630'}, '2012-10-12': {'RSI': '63.7902'}, '2012-10-05': {'RSI': '54.2019'}, '2012-09-28': {'RSI': '45.2278'}, '2012-09-21': {'RSI': '48.3270'}, '2012-09-14': {'RSI': '44.0109'}, '2012-09-07': {'RSI': '42.1854'}, '2012-08-31': {'RSI': '36.9911'}, '2012-08-24': {'RSI': '42.1958'}, '2012-08-17': {'RSI': '44.7189'}, '2012-08-10': {'RSI': '46.5884'}, '2012-08-03': {'RSI': '43.3824'}, '2012-07-27': {'RSI': '44.1779'}, '2012-07-20': {'RSI': '50.8979'}, '2012-07-13': {'RSI': '55.9395'}, '2012-07-06': {'RSI': '56.6426'}, '2012-06-29': {'RSI': '60.3674'}, '2012-06-22': {'RSI': '68.4724'}, '2012-06-15': {'RSI': '73.6647'}, '2012-06-08': {'RSI': '78.2418'}, '2012-06-01': {'RSI': '70.1828'}, '2012-05-25': {'RSI': '69.8360'}, '2012-05-18': {'RSI': '66.6994'}, '2012-05-11': {'RSI': '71.1378'}, '2012-05-04': {'RSI': '64.8165'}, '2012-04-27': {'RSI': '62.7785'}, '2012-04-20': {'RSI': '74.4173'}, '2012-04-13': {'RSI': '70.4764'}, '2012-04-05': {'RSI': '76.1988'}, '2012-03-30': {'RSI': '70.7780'}, '2012-03-23': {'RSI': '65.1500'}, '2012-03-16': {'RSI': '57.8424'}, '2012-03-09': {'RSI': '67.6766'}, '2012-03-02': {'RSI': '73.2652'}, '2012-02-24': {'RSI': '66.2221'}, '2012-02-17': {'RSI': '60.1478'}, '2012-02-10': {'RSI': '52.4523'}, '2012-02-03': {'RSI': '52.4523'}, '2012-01-27': {'RSI': '51.5171'}, '2012-01-20': {'RSI': '49.0808'}, '2012-01-13': {'RSI': '39.0796'}, '2012-01-06': {'RSI': '42.5315'}, '2011-12-30': {'RSI': '42.5315'}, '2011-12-23': {'RSI': '40.8383'}, '2011-12-16': {'RSI': '38.3962'}, '2011-12-09': {'RSI': '42.1399'}, '2011-12-02': {'RSI': '39.8131'}, '2011-11-25': {'RSI': '48.7738'}, '2011-11-18': {'RSI': '41.6394'}, '2011-11-11': {'RSI': '44.9373'}, '2011-11-04': {'RSI': '44.2338'}, '2011-10-28': {'RSI': '45.2218'}, '2011-10-21': {'RSI': '28.7003'}, '2011-10-14': {'RSI': '36.3566'}, '2011-10-07': {'RSI': '36.6153'}, '2011-09-30': {'RSI': '22.4144'}, '2011-09-23': {'RSI': '30.5073'}, '2011-09-16': {'RSI': '32.7732'}, '2011-09-09': {'RSI': '31.6306'}, '2011-09-02': {'RSI': '34.8269'}, '2011-08-26': {'RSI': '40.3283'}, '2011-08-19': {'RSI': '35.2111'}, '2011-08-12': {'RSI': '40.1719'}, '2011-08-05': {'RSI': '47.7384'}, '2011-07-29': {'RSI': '46.8372'}, '2011-07-22': {'RSI': '51.6464'}, '2011-07-15': {'RSI': '35.8340'}, '2011-07-08': {'RSI': '39.4636'}, '2011-07-01': {'RSI': '37.1726'}, '2011-06-24': {'RSI': '27.2774'}, '2011-06-17': {'RSI': '31.7825'}, '2011-06-10': {'RSI': '35.0421'}, '2011-06-03': {'RSI': '38.6055'}, '2011-05-27': {'RSI': '39.3253'}, '2011-05-20': {'RSI': '43.7281'}, '2011-05-13': {'RSI': '49.5533'}, '2011-05-06': {'RSI': '47.2966'}, '2011-04-29': {'RSI': '44.1485'}, '2011-04-21': {'RSI': '41.4600'}, '2011-04-15': {'RSI': '43.3375'}, '2011-04-08': {'RSI': '38.2356'}, '2011-04-01': {'RSI': '41.0164'}, '2011-03-25': {'RSI': '39.4450'}, '2011-03-18': {'RSI': '39.4450'}, '2011-03-11': {'RSI': '42.6503'}, '2011-03-04': {'RSI': '39.4893'}, '2011-02-25': {'RSI': '45.8589'}, '2011-02-18': {'RSI': '43.5161'}, '2011-02-11': {'RSI': '56.0724'}, '2011-02-04': {'RSI': '50.4814'}, '2011-01-28': {'RSI': '57.0122'}, '2011-01-21': {'RSI': '49.3448'}, '2011-01-14': {'RSI': '50.5303'}, '2011-01-07': {'RSI': '54.3663'}, '2010-12-31': {'RSI': '56.8077'}, '2010-12-23': {'RSI': '57.4026'}, '2010-12-17': {'RSI': '64.0418'}, '2010-12-10': {'RSI': '67.8425'}, '2010-12-03': {'RSI': '63.5993'}, '2010-11-26': {'RSI': '52.7395'}, '2010-11-19': {'RSI': '50.6180'}, '2010-11-12': {'RSI': '63.4313'}, '2010-11-05': {'RSI': '66.4596'}, '2010-10-29': {'RSI': '67.1812'}, '2010-10-22': {'RSI': '46.9788'}, '2010-10-15': {'RSI': '41.1597'}, '2010-10-08': {'RSI': '49.5656'}, '2010-10-01': {'RSI': '56.5204'}, '2010-09-24': {'RSI': '57.4269'}, '2010-09-17': {'RSI': '33.3892'}, '2010-09-10': {'RSI': '38.0269'}, '2010-09-03': {'RSI': '40.2403'}, '2010-08-27': {'RSI': '46.0416'}, '2010-08-20': {'RSI': '50.1508'}, '2010-08-13': {'RSI': '39.1875'}, '2010-08-06': {'RSI': '39.1875'}, '2010-07-30': {'RSI': '42.5569'}, '2010-07-23': {'RSI': '41.4237'}, '2010-07-16': {'RSI': '44.5905'}, '2010-07-09': {'RSI': '42.6164'}, '2010-07-02': {'RSI': '43.9553'}, '2010-06-25': {'RSI': '38.5606'}, '2010-06-18': {'RSI': '50.4017'}, '2010-06-11': {'RSI': '31.4590'}, '2010-06-04': {'RSI': '34.4165'}, '2010-05-28': {'RSI': '36.0323'}, '2010-05-21': {'RSI': '34.3039'}, '2010-05-14': {'RSI': '46.4456'}, '2010-05-07': {'RSI': '46.4560'}, '2010-04-30': {'RSI': '50.5415'}, '2010-04-23': {'RSI': '53.7311'}, '2010-04-16': {'RSI': '51.9007'}, '2010-04-09': {'RSI': '51.0422'}, '2010-04-01': {'RSI': '51.0422'}, '2010-03-26': {'RSI': '51.0350'}, '2010-03-19': {'RSI': '49.7197'}, '2010-03-12': {'RSI': '47.8179'}, '2010-03-05': {'RSI': '44.9441'}, '2010-02-26': {'RSI': '52.6611'}, '2010-02-19': {'RSI': '56.5140'}, '2010-02-12': {'RSI': '69.4759'}, '2010-02-05': {'RSI': '62.1157'}, '2010-01-29': {'RSI': '59.3597'}, '2010-01-22': {'RSI': '58.2667'}, '2010-01-15': {'RSI': '54.9931'}, '2010-01-08': {'RSI': '47.6151'}, '2009-12-31': {'RSI': '50.7367'}, '2009-12-24': {'RSI': '56.0257'}, '2009-12-18': {'RSI': '40.7349'}, '2009-12-11': {'RSI': '38.9994'}, '2009-12-04': {'RSI': '44.9868'}, '2009-11-27': {'RSI': '44.1463'}, '2009-11-20': {'RSI': '45.8663'}, '2009-11-13': {'RSI': '48.1160'}, '2009-11-06': {'RSI': '46.3394'}, '2009-10-30': {'RSI': '52.8548'}, '2009-10-23': {'RSI': '51.8390'}, '2009-10-16': {'RSI': '42.9967'}, '2009-10-09': {'RSI': '45.8370'}, '2009-10-02': {'RSI': '49.7833'}, '2009-09-25': {'RSI': '51.9205'}, '2009-09-18': {'RSI': '54.7844'}, '2009-09-11': {'RSI': '48.5679'}, '2009-09-04': {'RSI': '46.6829'}, '2009-08-28': {'RSI': '49.9800'}, '2009-08-21': {'RSI': '52.0478'}, '2009-08-14': {'RSI': '49.8050'}, '2009-08-07': {'RSI': '50.6218'}, '2009-07-31': {'RSI': '43.2253'}, '2009-07-24': {'RSI': '47.6561'}, '2009-07-17': {'RSI': '45.8764'}, '2009-07-10': {'RSI': '44.8586'}, '2009-07-02': {'RSI': '53.9612'}, '2009-06-26': {'RSI': '58.5986'}, '2009-06-19': {'RSI': '49.9657'}, '2009-06-12': {'RSI': '55.3372'}, '2009-06-05': {'RSI': '64.5369'}, '2009-05-29': {'RSI': '56.2052'}, '2009-05-22': {'RSI': '63.3563'}, '2009-05-15': {'RSI': '65.3519'}, '2009-05-08': {'RSI': '62.1314'}, '2009-05-01': {'RSI': '68.3233'}, '2009-04-24': {'RSI': '57.6613'}, '2009-04-17': {'RSI': '54.8550'}, '2009-04-09': {'RSI': '52.9748'}, '2009-04-03': {'RSI': '54.6099'}, '2009-03-27': {'RSI': '51.2352'}, '2009-03-20': {'RSI': '56.5327'}, '2009-03-13': {'RSI': '48.2754'}, '2009-03-06': {'RSI': '49.6877'}, '2009-02-27': {'RSI': '54.3541'}, '2009-02-20': {'RSI': '59.3682'}, '2009-02-13': {'RSI': '45.4270'}, '2009-02-06': {'RSI': '34.2620'}, '2009-01-30': {'RSI': '34.2620'}, '2009-01-23': {'RSI': '34.8127'}, '2009-01-16': {'RSI': '38.7943'}, '2009-01-09': {'RSI': '43.6154'}, '2009-01-02': {'RSI': '33.9142'}, '2008-12-26': {'RSI': '29.2168'}, '2008-12-19': {'RSI': '29.2168'}, '2008-12-12': {'RSI': '30.4194'}, '2008-12-05': {'RSI': '31.1706'}, '2008-11-28': {'RSI': '31.0944'}, '2008-11-21': {'RSI': '33.4253'}, '2008-11-14': {'RSI': '35.6592'}, '2008-11-07': {'RSI': '38.8968'}, '2008-10-31': {'RSI': '32.7946'}, '2008-10-24': {'RSI': '33.3952'}, '2008-10-17': {'RSI': '38.8365'}, '2008-10-10': {'RSI': '25.6973'}, '2008-10-03': {'RSI': '27.5137'}, '2008-09-26': {'RSI': '33.3660'}, '2008-09-19': {'RSI': '30.4010'}, '2008-09-12': {'RSI': '34.5925'}, '2008-09-05': {'RSI': '32.9929'}, '2008-08-29': {'RSI': '34.6718'}, '2008-08-22': {'RSI': '29.0600'}, '2008-08-15': {'RSI': '33.2548'}, '2008-08-08': {'RSI': '36.1317'}, '2008-08-01': {'RSI': '43.8605'}, '2008-07-25': {'RSI': '41.7778'}, '2008-07-18': {'RSI': '33.4293'}, '2008-07-11': {'RSI': '41.0110'}, '2008-07-03': {'RSI': '35.5017'}, '2008-06-27': {'RSI': '37.2418'}, '2008-06-20': {'RSI': '47.5112'}, '2008-06-13': {'RSI': '48.7456'}, '2008-06-06': {'RSI': '49.9128'}, '2008-05-30': {'RSI': '51.4655'}, '2008-05-23': {'RSI': '49.0186'}, '2008-05-16': {'RSI': '48.2357'}, '2008-05-09': {'RSI': '49.9620'}, '2008-05-02': {'RSI': '62.6815'}, '2008-04-25': {'RSI': '36.6443'}, '2008-04-18': {'RSI': '36.6443'}, '2008-04-11': {'RSI': '31.5060'}, '2008-04-04': {'RSI': '35.2832'}, '2008-03-28': {'RSI': '33.3210'}, '2008-03-20': {'RSI': '36.6552'}, '2008-03-14': {'RSI': '38.3835'}, '2008-03-07': {'RSI': '41.3678'}, '2008-02-29': {'RSI': '51.5534'}, '2008-02-22': {'RSI': '55.1157'}, '2008-02-15': {'RSI': '42.9519'}, '2008-02-08': {'RSI': '35.7719'}, '2008-02-01': {'RSI': '36.7171'}, '2008-01-25': {'RSI': '31.8553'}, '2008-01-18': {'RSI': '26.7935'}, '2008-01-11': {'RSI': '31.4137'}, '2008-01-04': {'RSI': '35.0388'}, '2007-12-28': {'RSI': '42.4520'}, '2007-12-21': {'RSI': '33.1663'}, '2007-12-14': {'RSI': '39.5504'}, '2007-12-07': {'RSI': '40.9699'}, '2007-11-30': {'RSI': '36.1580'}, '2007-11-23': {'RSI': '27.8389'}, '2007-11-16': {'RSI': '22.9073'}, '2007-11-09': {'RSI': '25.0939'}, '2007-11-02': {'RSI': '25.0939'}, '2007-10-26': {'RSI': '29.6840'}, '2007-10-19': {'RSI': '30.5722'}, '2007-10-12': {'RSI': '34.0913'}, '2007-10-05': {'RSI': '34.4012'}, '2007-09-28': {'RSI': '34.9735'}, '2007-09-21': {'RSI': '33.9851'}, '2007-09-14': {'RSI': '38.8475'}}}\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'Meta Data': {'1: Symbol': 'ADXN', '2: Indicator': 'Relative Strength Index (RSI)', '3: Last Refreshed': '2021-06-14', '4: Interval': 'weekly', '5: Time Period': 10, '6: Series Type': 'close', '7: Time Zone': 'US/Eastern Time'}, 'Technical Analysis: RSI': {'2021-06-14': {'RSI': '51.3680'}, '2021-06-11': {'RSI': '54.6569'}, '2021-06-04': {'RSI': '46.0159'}, '2021-05-28': {'RSI': '40.7307'}, '2021-05-21': {'RSI': '44.6664'}, '2021-05-14': {'RSI': '41.9476'}, '2021-05-07': {'RSI': '43.3158'}, '2021-04-30': {'RSI': '42.5056'}, '2021-04-23': {'RSI': '46.6565'}, '2021-04-16': {'RSI': '44.5425'}, '2021-04-09': {'RSI': '43.7624'}, '2021-04-01': {'RSI': '45.6187'}, '2021-03-26': {'RSI': '45.3404'}, '2021-03-19': {'RSI': '47.1496'}, '2021-03-12': {'RSI': '46.3403'}, '2021-03-05': {'RSI': '45.4451'}, '2021-02-26': {'RSI': '45.7474'}, '2021-02-19': {'RSI': '50.2292'}, '2021-02-12': {'RSI': '48.0798'}, '2021-02-05': {'RSI': '47.7899'}, '2021-01-29': {'RSI': '46.1795'}, '2021-01-22': {'RSI': '49.0152'}, '2021-01-15': {'RSI': '45.9051'}, '2021-01-08': {'RSI': '45.9051'}, '2020-12-31': {'RSI': '50.6650'}, '2020-12-24': {'RSI': '80.7966'}, '2020-12-18': {'RSI': '52.3880'}, '2020-12-11': {'RSI': '50.4011'}, '2020-12-04': {'RSI': '43.0757'}, '2020-11-27': {'RSI': '43.3438'}, '2020-11-20': {'RSI': '50.0616'}, '2020-11-13': {'RSI': '49.5010'}, '2020-11-06': {'RSI': '46.7630'}, '2020-10-30': {'RSI': '45.3340'}, '2020-10-23': {'RSI': '51.2106'}, '2020-10-16': {'RSI': '50.1703'}, '2020-10-09': {'RSI': '52.0537'}, '2020-10-02': {'RSI': '53.7699'}, '2020-09-25': {'RSI': '51.2709'}, '2020-09-18': {'RSI': '50.9976'}, '2020-09-11': {'RSI': '51.9891'}, '2020-09-04': {'RSI': '58.5248'}, '2020-08-28': {'RSI': '57.4135'}, '2020-08-21': {'RSI': '57.0628'}, '2020-08-14': {'RSI': '54.8935'}, '2020-08-07': {'RSI': '82.0161'}, '2020-07-31': {'RSI': '48.5212'}, '2020-07-24': {'RSI': '49.2655'}, '2020-07-17': {'RSI': '42.6619'}, '2020-07-10': {'RSI': '56.3996'}, '2020-07-02': {'RSI': '49.1053'}, '2020-06-26': {'RSI': '52.4651'}, '2020-06-19': {'RSI': '51.6686'}, '2020-06-12': {'RSI': '24.6919'}, '2020-06-05': {'RSI': '24.6919'}, '2020-05-29': {'RSI': '24.6919'}, '2020-05-22': {'RSI': '24.6919'}, '2020-05-15': {'RSI': '24.6919'}, '2020-05-08': {'RSI': '24.6919'}, '2020-05-01': {'RSI': '25.2427'}, '2020-04-24': {'RSI': '25.2427'}, '2020-04-17': {'RSI': '28.1852'}, '2020-04-09': {'RSI': '12.7894'}}}\n",
      "{'Meta Data': {'1: Symbol': 'ADBN', '2: Indicator': 'Relative Strength Index (RSI)', '3: Last Refreshed': '2021-06-14', '4: Interval': 'weekly', '5: Time Period': 10, '6: Series Type': 'close', '7: Time Zone': 'US/Eastern Time'}, 'Technical Analysis: RSI': {'2021-06-14': {'RSI': '38.4005'}, '2021-06-11': {'RSI': '38.4005'}, '2021-06-04': {'RSI': '44.0218'}, '2021-05-28': {'RSI': '44.0218'}, '2021-05-21': {'RSI': '44.0218'}, '2021-05-14': {'RSI': '49.2807'}, '2021-05-07': {'RSI': '55.2174'}, '2021-04-30': {'RSI': '49.7716'}, '2021-04-23': {'RSI': '63.7191'}, '2021-04-16': {'RSI': '63.7191'}, '2021-04-09': {'RSI': '63.7191'}, '2021-04-01': {'RSI': '54.4045'}, '2021-03-26': {'RSI': '54.4045'}, '2021-03-19': {'RSI': '49.1135'}, '2021-03-12': {'RSI': '54.8410'}, '2021-03-05': {'RSI': '61.2720'}, '2021-02-26': {'RSI': '61.2720'}, '2021-02-19': {'RSI': '67.7027'}, '2021-02-12': {'RSI': '94.4745'}, '2021-02-05': {'RSI': '67.4193'}, '2021-01-29': {'RSI': '67.4193'}, '2021-01-22': {'RSI': '67.4193'}, '2021-01-15': {'RSI': '67.4193'}, '2021-01-08': {'RSI': '67.4193'}, '2020-12-31': {'RSI': '44.8802'}, '2020-12-24': {'RSI': '44.8802'}, '2020-12-18': {'RSI': '44.8802'}, '2020-12-11': {'RSI': '44.8802'}, '2020-12-04': {'RSI': '44.8802'}, '2020-11-27': {'RSI': '44.8802'}, '2020-11-20': {'RSI': '44.8802'}, '2020-11-13': {'RSI': '44.8802'}, '2020-11-06': {'RSI': '44.8802'}, '2020-10-30': {'RSI': '44.8802'}, '2020-10-23': {'RSI': '44.8802'}, '2020-10-16': {'RSI': '57.3249'}, '2020-10-09': {'RSI': '57.3249'}, '2020-10-02': {'RSI': '44.9635'}, '2020-09-25': {'RSI': '44.9635'}, '2020-09-18': {'RSI': '44.9635'}, '2020-09-11': {'RSI': '45.8436'}, '2020-09-04': {'RSI': '45.8436'}, '2020-08-28': {'RSI': '45.8436'}, '2020-08-21': {'RSI': '45.8436'}, '2020-08-14': {'RSI': '45.8436'}, '2020-08-07': {'RSI': '45.8436'}, '2020-07-31': {'RSI': '45.8436'}, '2020-07-24': {'RSI': '45.3318'}, '2020-07-16': {'RSI': '45.3318'}, '2020-03-27': {'RSI': '45.3318'}, '2020-03-18': {'RSI': '49.0487'}, '2020-03-12': {'RSI': '49.0487'}, '2020-02-13': {'RSI': '45.7747'}, '2020-01-30': {'RSI': '48.5844'}, '2020-01-07': {'RSI': '48.5844'}, '2019-12-26': {'RSI': '48.5844'}, '2019-12-17': {'RSI': '87.9290'}, '2019-12-12': {'RSI': '36.7977'}, '2019-11-11': {'RSI': '59.1406'}, '2019-11-07': {'RSI': '59.1406'}, '2019-11-01': {'RSI': '59.1406'}, '2019-10-24': {'RSI': '59.1406'}, '2019-10-10': {'RSI': '59.1406'}, '2019-09-17': {'RSI': '59.1406'}, '2019-08-30': {'RSI': '59.1406'}, '2019-07-31': {'RSI': '59.1406'}, '2019-05-17': {'RSI': '44.6821'}, '2019-03-20': {'RSI': '44.6821'}, '2019-02-13': {'RSI': '62.6350'}, '2019-01-02': {'RSI': '41.4696'}, '2018-12-26': {'RSI': '41.4696'}, '2018-11-23': {'RSI': '41.4696'}, '2018-11-05': {'RSI': '70.6396'}, '2018-08-09': {'RSI': '70.6396'}, '2018-05-02': {'RSI': '70.6396'}, '2018-04-24': {'RSI': '70.6396'}, '2018-03-21': {'RSI': '45.4769'}, '2018-03-09': {'RSI': '45.4769'}, '2018-02-23': {'RSI': '45.4769'}, '2018-02-16': {'RSI': '45.4769'}, '2018-01-10': {'RSI': '45.4769'}, '2017-12-29': {'RSI': '45.4769'}, '2017-12-21': {'RSI': '83.5142'}, '2017-12-07': {'RSI': '33.3186'}, '2017-11-20': {'RSI': '33.3186'}, '2017-11-17': {'RSI': '33.3186'}, '2017-11-10': {'RSI': '33.3186'}, '2017-11-03': {'RSI': '33.3186'}, '2017-10-27': {'RSI': '33.3186'}, '2017-10-20': {'RSI': '33.3186'}, '2017-10-13': {'RSI': '33.3186'}, '2017-10-06': {'RSI': '33.3186'}, '2017-09-29': {'RSI': '33.3186'}, '2017-09-22': {'RSI': '36.8778'}, '2017-09-15': {'RSI': '36.8778'}, '2017-09-08': {'RSI': '36.8778'}, '2017-09-01': {'RSI': '36.8778'}, '2017-08-25': {'RSI': '36.8778'}, '2017-08-18': {'RSI': '99.8814'}, '2017-08-11': {'RSI': '99.8814'}, '2017-08-04': {'RSI': '99.8814'}, '2017-07-28': {'RSI': '99.8814'}, '2017-07-21': {'RSI': '99.8814'}, '2017-07-14': {'RSI': '99.8814'}, '2017-07-07': {'RSI': '6.6554'}, '2017-06-30': {'RSI': '6.6554'}, '2017-06-23': {'RSI': '6.6554'}, '2017-06-16': {'RSI': '6.6554'}, '2017-06-09': {'RSI': '6.6554'}, '2017-06-02': {'RSI': '6.6554'}, '2017-05-26': {'RSI': '6.6554'}, '2017-05-19': {'RSI': '6.6554'}, '2017-05-12': {'RSI': '6.6554'}, '2017-05-05': {'RSI': '6.6554'}, '2017-04-28': {'RSI': '6.6554'}, '2017-04-21': {'RSI': '6.6554'}, '2017-04-13': {'RSI': '6.6554'}, '2017-04-07': {'RSI': '6.6554'}, '2017-03-31': {'RSI': '6.6554'}, '2017-03-24': {'RSI': '6.6554'}, '2017-03-17': {'RSI': '6.6554'}, '2017-03-10': {'RSI': '6.6554'}, '2017-03-03': {'RSI': '6.6554'}, '2017-02-24': {'RSI': '6.6554'}, '2017-02-17': {'RSI': '6.6554'}, '2017-02-10': {'RSI': '6.6554'}, '2017-02-03': {'RSI': '6.6554'}, '2017-01-27': {'RSI': '6.6554'}, '2017-01-20': {'RSI': '6.6554'}, '2017-01-13': {'RSI': '6.6554'}, '2017-01-06': {'RSI': '6.6554'}, '2016-12-30': {'RSI': '6.6554'}, '2016-12-23': {'RSI': '6.6554'}, '2016-12-16': {'RSI': '6.6554'}, '2016-12-09': {'RSI': '6.6554'}, '2016-12-02': {'RSI': '6.6554'}, '2016-11-25': {'RSI': '6.6554'}, '2016-11-18': {'RSI': '6.6554'}, '2016-11-11': {'RSI': '6.6554'}, '2016-11-04': {'RSI': '6.6554'}, '2016-10-28': {'RSI': '6.6554'}, '2016-10-21': {'RSI': '6.6554'}, '2016-10-14': {'RSI': '6.6554'}, '2016-10-07': {'RSI': '6.6554'}, '2016-09-30': {'RSI': '6.6554'}, '2016-09-23': {'RSI': '6.6554'}, '2016-09-16': {'RSI': '6.6554'}, '2016-09-09': {'RSI': '6.6554'}, '2016-09-02': {'RSI': '6.6554'}, '2016-08-26': {'RSI': '6.6554'}, '2016-08-19': {'RSI': '6.6554'}, '2016-08-12': {'RSI': '6.6554'}, '2016-08-05': {'RSI': '6.6554'}, '2016-07-29': {'RSI': '6.6554'}, '2016-07-22': {'RSI': '6.6554'}, '2016-07-15': {'RSI': '6.6554'}, '2016-07-08': {'RSI': '6.6554'}, '2016-07-01': {'RSI': '6.6554'}, '2016-06-24': {'RSI': '6.6554'}, '2016-06-17': {'RSI': '6.6554'}, '2016-06-10': {'RSI': '6.6554'}, '2016-06-03': {'RSI': '6.6554'}, '2016-05-27': {'RSI': '6.6554'}, '2016-05-20': {'RSI': '6.6554'}, '2016-05-13': {'RSI': '6.6554'}, '2016-05-06': {'RSI': '6.6554'}, '2016-04-29': {'RSI': '6.6554'}, '2016-04-22': {'RSI': '6.6554'}, '2016-04-15': {'RSI': '90.7711'}, '2016-04-08': {'RSI': '90.7711'}, '2016-04-01': {'RSI': '90.7711'}, '2016-03-24': {'RSI': '90.7711'}, '2016-03-18': {'RSI': '90.7711'}, '2016-03-11': {'RSI': '90.7711'}, '2016-03-04': {'RSI': '90.7711'}, '2016-02-26': {'RSI': '90.7711'}, '2016-02-19': {'RSI': '90.7711'}, '2016-02-12': {'RSI': '90.7711'}, '2016-02-05': {'RSI': '90.7711'}, '2016-01-29': {'RSI': '90.7711'}, '2016-01-22': {'RSI': '90.7711'}, '2016-01-15': {'RSI': '90.7711'}, '2016-01-08': {'RSI': '90.7711'}, '2015-12-31': {'RSI': '90.7711'}, '2015-12-24': {'RSI': '90.7711'}, '2015-12-18': {'RSI': '90.7711'}, '2015-12-11': {'RSI': '90.7711'}, '2015-12-04': {'RSI': '90.7711'}, '2015-11-27': {'RSI': '90.7711'}, '2015-11-20': {'RSI': '90.7711'}, '2015-11-13': {'RSI': '90.7711'}, '2015-11-06': {'RSI': '2.6637'}, '2015-10-30': {'RSI': '2.6637'}, '2015-10-23': {'RSI': '2.6637'}, '2015-10-16': {'RSI': '2.6637'}, '2015-10-09': {'RSI': '2.6637'}, '2015-10-02': {'RSI': '2.6637'}, '2015-09-25': {'RSI': '2.6637'}, '2015-09-18': {'RSI': '2.6637'}, '2015-09-11': {'RSI': '2.6637'}, '2015-09-04': {'RSI': '2.6637'}, '2015-08-28': {'RSI': '2.6637'}, '2015-08-21': {'RSI': '2.6637'}, '2015-08-14': {'RSI': '2.6637'}, '2015-08-07': {'RSI': '2.6637'}, '2015-07-31': {'RSI': '2.6637'}, '2015-07-24': {'RSI': '2.6637'}, '2015-07-17': {'RSI': '2.6637'}, '2015-07-10': {'RSI': '2.6637'}, '2015-07-02': {'RSI': '2.6637'}, '2015-06-26': {'RSI': '2.6637'}, '2015-06-19': {'RSI': '2.6637'}, '2015-06-12': {'RSI': '2.6637'}, '2015-06-05': {'RSI': '44.5042'}, '2015-05-29': {'RSI': '44.5042'}, '2015-05-22': {'RSI': '44.5042'}, '2015-05-15': {'RSI': '44.5042'}, '2015-05-08': {'RSI': '44.5042'}, '2015-05-01': {'RSI': '44.5042'}, '2015-04-24': {'RSI': '44.5042'}, '2015-04-17': {'RSI': '44.5042'}, '2015-04-10': {'RSI': '44.5042'}, '2015-04-02': {'RSI': '44.5042'}, '2015-03-27': {'RSI': '44.5042'}, '2015-03-20': {'RSI': '44.5042'}, '2015-03-13': {'RSI': '44.5042'}, '2015-03-06': {'RSI': '44.5042'}, '2015-02-27': {'RSI': '44.5042'}, '2015-02-20': {'RSI': '44.5042'}, '2015-02-13': {'RSI': '44.5042'}, '2015-02-06': {'RSI': '44.5042'}, '2015-01-30': {'RSI': '44.5042'}, '2015-01-23': {'RSI': '44.5042'}, '2015-01-16': {'RSI': '44.5042'}, '2015-01-09': {'RSI': '44.5042'}, '2015-01-02': {'RSI': '44.5042'}, '2014-12-26': {'RSI': '44.5042'}, '2014-12-19': {'RSI': '44.5042'}, '2014-12-12': {'RSI': '44.5042'}, '2014-12-05': {'RSI': '44.5042'}, '2014-11-28': {'RSI': '44.5042'}, '2014-11-21': {'RSI': '44.5042'}, '2014-11-14': {'RSI': '44.5042'}, '2014-11-07': {'RSI': '44.5042'}, '2014-10-31': {'RSI': '44.5042'}, '2014-10-24': {'RSI': '44.5042'}, '2014-10-17': {'RSI': '44.5042'}, '2014-10-10': {'RSI': '44.5042'}, '2014-10-03': {'RSI': '44.5042'}, '2014-09-26': {'RSI': '44.5042'}, '2014-09-19': {'RSI': '44.5042'}, '2014-09-12': {'RSI': '44.5042'}, '2014-09-05': {'RSI': '44.5042'}, '2014-08-29': {'RSI': '44.5042'}, '2014-08-22': {'RSI': '44.5042'}, '2014-08-15': {'RSI': '44.5042'}, '2014-08-08': {'RSI': '44.5042'}, '2014-08-01': {'RSI': '44.5042'}, '2014-07-25': {'RSI': '44.5042'}, '2014-07-18': {'RSI': '44.5042'}, '2014-07-11': {'RSI': '61.6079'}, '2014-07-03': {'RSI': '41.3068'}, '2014-06-27': {'RSI': '41.3068'}, '2014-06-20': {'RSI': '52.5637'}, '2014-06-13': {'RSI': '52.5637'}, '2014-06-06': {'RSI': '52.5637'}, '2014-05-30': {'RSI': '65.5954'}, '2014-05-23': {'RSI': '55.7138'}, '2014-05-16': {'RSI': '75.1361'}, '2014-05-09': {'RSI': '75.1361'}, '2014-05-02': {'RSI': '65.3527'}, '2014-04-25': {'RSI': '46.3554'}, '2014-04-17': {'RSI': '46.3554'}, '2014-04-11': {'RSI': '46.3554'}, '2014-04-04': {'RSI': '46.3554'}, '2014-03-28': {'RSI': '46.3554'}, '2014-03-21': {'RSI': '68.5495'}, '2014-03-14': {'RSI': '44.7362'}, '2014-03-07': {'RSI': '44.7362'}, '2014-02-28': {'RSI': '44.7362'}, '2014-02-21': {'RSI': '99.8521'}, '2014-02-14': {'RSI': '99.8521'}, '2014-02-07': {'RSI': '28.4045'}, '2014-01-31': {'RSI': '28.4045'}, '2014-01-24': {'RSI': '28.4045'}, '2014-01-17': {'RSI': '28.4045'}, '2014-01-10': {'RSI': '28.4045'}, '2014-01-03': {'RSI': '28.4045'}, '2013-12-27': {'RSI': '28.4045'}, '2013-12-20': {'RSI': '28.4045'}, '2013-12-13': {'RSI': '28.4045'}, '2013-12-06': {'RSI': '28.4045'}, '2013-11-29': {'RSI': '28.4045'}, '2013-11-22': {'RSI': '28.4045'}, '2013-11-15': {'RSI': '28.4045'}, '2013-11-08': {'RSI': '28.4045'}, '2013-11-01': {'RSI': '28.4045'}, '2013-10-25': {'RSI': '28.4045'}, '2013-10-18': {'RSI': '28.4045'}, '2013-10-11': {'RSI': '28.4045'}, '2013-10-04': {'RSI': '28.4045'}, '2013-09-27': {'RSI': '28.4045'}, '2013-09-20': {'RSI': '28.4045'}, '2013-09-13': {'RSI': '28.4045'}, '2013-09-06': {'RSI': '28.4045'}, '2013-08-30': {'RSI': '28.4045'}, '2013-08-23': {'RSI': '28.4045'}, '2013-08-16': {'RSI': '28.4045'}, '2013-08-09': {'RSI': '28.4045'}, '2013-08-02': {'RSI': '28.4045'}, '2013-07-26': {'RSI': '28.4045'}, '2013-07-19': {'RSI': '28.4045'}, '2013-07-12': {'RSI': '28.4045'}, '2013-07-05': {'RSI': '28.4045'}, '2013-06-28': {'RSI': '28.4045'}, '2013-06-21': {'RSI': '28.4045'}, '2013-06-14': {'RSI': '28.4045'}, '2013-06-07': {'RSI': '28.4045'}, '2013-05-31': {'RSI': '28.4045'}, '2013-05-24': {'RSI': '28.4045'}, '2013-05-17': {'RSI': '28.4045'}, '2013-05-10': {'RSI': '28.4045'}, '2013-05-03': {'RSI': '28.4045'}, '2013-04-26': {'RSI': '28.4045'}, '2013-04-19': {'RSI': '28.4045'}, '2013-04-12': {'RSI': '28.4045'}, '2013-04-05': {'RSI': '28.4045'}, '2013-03-28': {'RSI': '28.4045'}, '2013-03-22': {'RSI': '28.4045'}, '2013-03-15': {'RSI': '28.4045'}, '2013-03-08': {'RSI': '28.4045'}, '2013-03-01': {'RSI': '28.4045'}, '2013-02-22': {'RSI': '28.4045'}, '2013-02-15': {'RSI': '28.4045'}, '2013-02-08': {'RSI': '28.4045'}, '2013-02-01': {'RSI': '28.4045'}, '2013-01-25': {'RSI': '28.4045'}, '2013-01-18': {'RSI': '28.4045'}, '2013-01-11': {'RSI': '28.4045'}, '2013-01-04': {'RSI': '28.4045'}, '2012-12-28': {'RSI': '28.4045'}, '2012-12-21': {'RSI': '28.4045'}, '2012-12-14': {'RSI': '28.4045'}, '2012-12-07': {'RSI': '28.4045'}, '2012-11-30': {'RSI': '95.6196'}, '2012-11-23': {'RSI': '95.6196'}, '2012-11-16': {'RSI': '95.6196'}, '2012-11-09': {'RSI': '95.6196'}, '2012-11-02': {'RSI': '95.6196'}, '2012-10-26': {'RSI': '95.6196'}, '2012-10-19': {'RSI': '95.6196'}, '2012-10-12': {'RSI': '95.6196'}, '2012-10-05': {'RSI': '95.6196'}, '2012-09-28': {'RSI': '47.3668'}, '2012-09-21': {'RSI': '47.3668'}, '2012-09-14': {'RSI': '47.3668'}, '2012-09-07': {'RSI': '47.3668'}, '2012-08-31': {'RSI': '47.3668'}, '2012-08-24': {'RSI': '47.3668'}, '2012-08-17': {'RSI': '47.3668'}, '2012-08-10': {'RSI': '47.3668'}, '2012-08-03': {'RSI': '47.3668'}, '2012-07-30': {'RSI': '47.3668'}, '2012-07-27': {'RSI': '47.3668'}, '2012-07-20': {'RSI': '47.3668'}, '2012-07-13': {'RSI': '47.3668'}, '2012-06-11': {'RSI': '47.3668'}, '2012-06-08': {'RSI': '47.3668'}, '2012-06-01': {'RSI': '47.3668'}, '2012-05-25': {'RSI': '47.3668'}, '2012-05-18': {'RSI': '47.3668'}, '2012-05-11': {'RSI': '47.3668'}, '2012-05-04': {'RSI': '47.3668'}, '2012-04-27': {'RSI': '47.3668'}, '2012-04-20': {'RSI': '47.3668'}, '2012-04-13': {'RSI': '47.3668'}, '2012-04-05': {'RSI': '47.3668'}, '2012-03-30': {'RSI': '47.3668'}, '2012-03-23': {'RSI': '47.3668'}, '2012-03-16': {'RSI': '47.3668'}, '2012-03-09': {'RSI': '47.3668'}, '2012-03-02': {'RSI': '47.3668'}, '2012-02-24': {'RSI': '98.4439'}, '2012-02-17': {'RSI': '47.2516'}, '2012-02-10': {'RSI': '47.2516'}, '2012-02-03': {'RSI': '47.2516'}, '2012-01-27': {'RSI': '47.2516'}, '2012-01-20': {'RSI': '47.2516'}, '2012-01-13': {'RSI': '47.2516'}, '2012-01-06': {'RSI': '47.2516'}, '2011-12-30': {'RSI': '47.2516'}, '2011-12-23': {'RSI': '47.2516'}, '2011-12-16': {'RSI': '47.2516'}, '2011-12-09': {'RSI': '47.2516'}, '2011-12-02': {'RSI': '47.2516'}, '2011-11-25': {'RSI': '47.2516'}, '2011-11-18': {'RSI': '47.2516'}, '2011-11-11': {'RSI': '47.2516'}, '2011-11-04': {'RSI': '47.2516'}, '2011-10-28': {'RSI': '47.2516'}, '2011-10-21': {'RSI': '47.2516'}, '2011-10-14': {'RSI': '47.2516'}, '2011-10-07': {'RSI': '47.2516'}, '2011-09-30': {'RSI': '47.2516'}, '2011-09-23': {'RSI': '47.2516'}, '2011-09-16': {'RSI': '47.2516'}, '2011-09-09': {'RSI': '47.2516'}, '2011-09-02': {'RSI': '47.2516'}, '2011-08-26': {'RSI': '47.2516'}, '2011-08-19': {'RSI': '47.2516'}, '2011-08-12': {'RSI': '47.2516'}, '2011-08-05': {'RSI': '47.2516'}, '2011-07-29': {'RSI': '47.2516'}, '2011-07-22': {'RSI': '47.2516'}, '2011-07-15': {'RSI': '47.2516'}, '2011-07-08': {'RSI': '47.2516'}, '2011-07-01': {'RSI': '47.2516'}, '2011-06-24': {'RSI': '47.2516'}, '2011-06-17': {'RSI': '47.2516'}, '2011-06-10': {'RSI': '47.2516'}, '2011-06-03': {'RSI': '47.2516'}, '2011-05-27': {'RSI': '47.2516'}, '2011-05-20': {'RSI': '47.2516'}, '2011-05-13': {'RSI': '91.9746'}, '2011-05-06': {'RSI': '45.8336'}, '2011-04-29': {'RSI': '45.8336'}, '2011-04-21': {'RSI': '45.8336'}, '2011-04-15': {'RSI': '45.8336'}, '2011-04-08': {'RSI': '45.8336'}, '2011-04-01': {'RSI': '45.8336'}, '2011-03-25': {'RSI': '45.8336'}, '2011-03-18': {'RSI': '45.8336'}, '2011-03-11': {'RSI': '45.8336'}, '2011-03-04': {'RSI': '45.8336'}, '2011-02-18': {'RSI': '45.8336'}, '2011-02-11': {'RSI': '45.8336'}, '2011-02-04': {'RSI': '45.8336'}, '2011-01-28': {'RSI': '45.8336'}, '2011-01-21': {'RSI': '45.8336'}, '2011-01-14': {'RSI': '45.8336'}, '2011-01-07': {'RSI': '45.8336'}, '2010-12-31': {'RSI': '45.8336'}, '2010-12-23': {'RSI': '45.8336'}, '2010-12-17': {'RSI': '45.8336'}, '2010-12-10': {'RSI': '45.8336'}, '2010-12-03': {'RSI': '45.8336'}, '2010-11-26': {'RSI': '45.8336'}, '2010-11-19': {'RSI': '45.8336'}, '2010-11-12': {'RSI': '45.8336'}, '2010-11-05': {'RSI': '45.8336'}, '2010-10-29': {'RSI': '45.8336'}, '2010-10-22': {'RSI': '45.8336'}, '2010-10-15': {'RSI': '45.8336'}, '2010-10-08': {'RSI': '45.8336'}, '2010-10-01': {'RSI': '60.6042'}, '2010-09-24': {'RSI': '60.6042'}, '2010-09-17': {'RSI': '46.6878'}, '2010-09-10': {'RSI': '68.4494'}, '2010-09-03': {'RSI': '45.6495'}, '2010-08-27': {'RSI': '45.6495'}, '2010-08-20': {'RSI': '45.6495'}, '2010-08-13': {'RSI': '45.6495'}, '2010-08-06': {'RSI': '45.6495'}, '2010-07-30': {'RSI': '45.6495'}, '2010-07-23': {'RSI': '45.6495'}, '2010-07-16': {'RSI': '45.6495'}, '2010-07-09': {'RSI': '45.6495'}, '2010-07-02': {'RSI': '63.3993'}, '2010-06-25': {'RSI': '43.6959'}, '2010-06-18': {'RSI': '43.6959'}, '2010-06-11': {'RSI': '43.6959'}, '2010-06-04': {'RSI': '43.6959'}, '2010-05-28': {'RSI': '43.6959'}, '2010-05-21': {'RSI': '43.6959'}, '2010-05-14': {'RSI': '61.2066'}, '2010-05-07': {'RSI': '61.2066'}, '2010-04-30': {'RSI': '61.2066'}, '2010-04-23': {'RSI': '61.2066'}, '2010-04-16': {'RSI': '47.3684'}, '2010-04-09': {'RSI': '47.3684'}, '2010-04-01': {'RSI': '47.3684'}, '2010-03-26': {'RSI': '47.3684'}, '2010-03-19': {'RSI': '47.3684'}, '2010-03-12': {'RSI': '60.0084'}, '2010-03-05': {'RSI': '47.3684'}, '2010-02-26': {'RSI': '66.1996'}, '2010-02-19': {'RSI': '47.3683'}, '2010-02-12': {'RSI': '47.3683'}, '2010-02-05': {'RSI': '47.3683'}, '2010-01-29': {'RSI': '47.3683'}, '2010-01-22': {'RSI': '47.3683'}, '2010-01-15': {'RSI': '47.3683'}, '2010-01-08': {'RSI': '47.3683'}, '2009-12-31': {'RSI': '47.3683'}, '2009-12-24': {'RSI': '47.3683'}, '2009-12-18': {'RSI': '60.4067'}, '2009-12-11': {'RSI': '47.3683'}, '2009-12-04': {'RSI': '67.3207'}, '2009-11-27': {'RSI': '47.3681'}, '2009-11-20': {'RSI': '47.3681'}, '2009-11-13': {'RSI': '47.3681'}, '2009-11-06': {'RSI': '47.3681'}, '2009-10-30': {'RSI': '79.0242'}, '2009-10-23': {'RSI': '47.3670'}, '2009-10-16': {'RSI': '47.3670'}, '2009-10-09': {'RSI': '47.3670'}, '2009-10-02': {'RSI': '47.3670'}, '2009-09-25': {'RSI': '47.3670'}, '2009-09-18': {'RSI': '47.3670'}, '2009-09-11': {'RSI': '47.3670'}, '2009-09-04': {'RSI': '47.3670'}, '2009-08-28': {'RSI': '47.3670'}, '2009-08-21': {'RSI': '47.3670'}, '2009-08-14': {'RSI': '99.9798'}, '2009-08-07': {'RSI': '0.0000'}, '2009-07-31': {'RSI': '0.0000'}, '2009-07-24': {'RSI': '0.0000'}, '2009-07-17': {'RSI': '0.0000'}, '2009-07-10': {'RSI': '0.0000'}, '2009-07-02': {'RSI': '0.0000'}, '2009-06-26': {'RSI': '0.0000'}, '2009-06-19': {'RSI': '0.0000'}, '2009-06-12': {'RSI': '0.0000'}, '2009-06-05': {'RSI': '0.0000'}, '2009-05-29': {'RSI': '38.4114'}, '2009-05-22': {'RSI': '38.4114'}, '2009-05-15': {'RSI': '38.4114'}, '2009-05-08': {'RSI': '38.4114'}, '2009-05-01': {'RSI': '38.4114'}, '2009-04-24': {'RSI': '38.4114'}, '2009-04-17': {'RSI': '38.4114'}, '2009-04-09': {'RSI': '38.4114'}, '2009-04-03': {'RSI': '38.4114'}, '2009-03-27': {'RSI': '38.4114'}, '2009-03-20': {'RSI': '38.4114'}, '2009-03-13': {'RSI': '38.4114'}, '2009-03-06': {'RSI': '38.4114'}, '2009-02-27': {'RSI': '38.4114'}, '2009-02-20': {'RSI': '38.4114'}, '2009-02-13': {'RSI': '38.4114'}, '2009-02-06': {'RSI': '38.4114'}, '2009-01-30': {'RSI': '38.4114'}, '2009-01-23': {'RSI': '38.4114'}, '2009-01-16': {'RSI': '38.4114'}, '2009-01-09': {'RSI': '38.4114'}, '2009-01-02': {'RSI': '38.4114'}, '2008-12-26': {'RSI': '38.4114'}, '2008-12-19': {'RSI': '38.4114'}, '2008-12-12': {'RSI': '38.4114'}, '2008-12-05': {'RSI': '38.4114'}, '2008-11-28': {'RSI': '38.4114'}, '2008-11-21': {'RSI': '38.4114'}, '2008-11-14': {'RSI': '38.4114'}, '2008-11-07': {'RSI': '38.4114'}, '2008-10-31': {'RSI': '38.4114'}, '2008-10-24': {'RSI': '38.4114'}, '2008-10-17': {'RSI': '38.4114'}, '2008-10-10': {'RSI': '38.4114'}, '2008-10-03': {'RSI': '38.4114'}, '2008-09-26': {'RSI': '38.4114'}, '2008-09-19': {'RSI': '38.4114'}, '2008-09-12': {'RSI': '38.4114'}, '2008-09-05': {'RSI': '38.4114'}, '2008-08-29': {'RSI': '38.4114'}, '2008-08-22': {'RSI': '38.4114'}, '2008-08-15': {'RSI': '38.4114'}, '2008-08-08': {'RSI': '38.4114'}, '2008-08-01': {'RSI': '38.4114'}, '2008-07-25': {'RSI': '38.4114'}, '2008-07-18': {'RSI': '38.4114'}, '2008-07-11': {'RSI': '38.4114'}, '2008-07-03': {'RSI': '38.4114'}, '2008-06-27': {'RSI': '38.4114'}, '2008-06-20': {'RSI': '38.4114'}, '2008-06-13': {'RSI': '38.4114'}, '2008-06-06': {'RSI': '38.4114'}, '2008-05-30': {'RSI': '38.4114'}, '2008-05-23': {'RSI': '38.4114'}, '2008-05-16': {'RSI': '38.4114'}, '2008-05-09': {'RSI': '38.4114'}, '2008-05-02': {'RSI': '38.4114'}, '2008-04-25': {'RSI': '38.4114'}, '2008-04-18': {'RSI': '38.4114'}, '2008-04-11': {'RSI': '38.4114'}, '2008-04-04': {'RSI': '38.4114'}, '2008-03-28': {'RSI': '38.4114'}, '2008-03-20': {'RSI': '38.4114'}, '2008-03-14': {'RSI': '38.4114'}, '2008-03-07': {'RSI': '38.4114'}, '2008-02-29': {'RSI': '38.4114'}, '2008-02-22': {'RSI': '38.4114'}, '2008-02-15': {'RSI': '38.4114'}, '2008-02-08': {'RSI': '38.4114'}, '2008-02-01': {'RSI': '38.4114'}, '2008-01-25': {'RSI': '38.4114'}, '2008-01-18': {'RSI': '38.4114'}, '2008-01-11': {'RSI': '38.4114'}, '2008-01-04': {'RSI': '38.4114'}, '2007-12-28': {'RSI': '38.4114'}, '2007-12-21': {'RSI': '38.4114'}, '2007-12-14': {'RSI': '38.4114'}, '2007-12-07': {'RSI': '38.4114'}, '2007-11-30': {'RSI': '38.4114'}, '2007-11-23': {'RSI': '38.4114'}, '2007-11-16': {'RSI': '38.4114'}, '2007-11-09': {'RSI': '48.5656'}, '2007-11-02': {'RSI': '48.5656'}, '2007-10-26': {'RSI': '48.5656'}, '2007-10-19': {'RSI': '48.5656'}, '2007-10-12': {'RSI': '48.5656'}, '2007-10-05': {'RSI': '39.0516'}, '2007-09-28': {'RSI': '46.8512'}, '2007-09-21': {'RSI': '35.2040'}, '2007-09-14': {'RSI': '43.8531'}, '2007-09-07': {'RSI': '43.8531'}, '2007-08-31': {'RSI': '43.8531'}, '2007-08-24': {'RSI': '43.8531'}, '2007-08-17': {'RSI': '43.8531'}, '2007-08-10': {'RSI': '51.2946'}, '2007-08-03': {'RSI': '42.5154'}, '2007-07-27': {'RSI': '42.5154'}, '2007-07-20': {'RSI': '42.5154'}, '2007-07-13': {'RSI': '42.5154'}, '2007-07-06': {'RSI': '42.5154'}, '2007-06-29': {'RSI': '54.0134'}, '2007-06-22': {'RSI': '47.6414'}, '2007-06-15': {'RSI': '54.4290'}, '2007-06-08': {'RSI': '54.4290'}, '2007-06-01': {'RSI': '48.4839'}, '2007-05-25': {'RSI': '41.6305'}, '2007-05-18': {'RSI': '54.7381'}, '2007-05-11': {'RSI': '63.7738'}, '2007-05-04': {'RSI': '48.4596'}, '2007-04-27': {'RSI': '36.3515'}, '2007-04-20': {'RSI': '46.0981'}, '2007-04-13': {'RSI': '46.0981'}, '2007-04-05': {'RSI': '46.0981'}, '2007-03-30': {'RSI': '57.2974'}, '2007-03-23': {'RSI': '45.3476'}, '2007-03-16': {'RSI': '45.3476'}, '2007-03-09': {'RSI': '45.3476'}, '2007-03-02': {'RSI': '45.3476'}, '2007-02-23': {'RSI': '45.3476'}, '2007-02-16': {'RSI': '45.3476'}, '2007-02-09': {'RSI': '35.8000'}, '2007-02-02': {'RSI': '35.8000'}, '2007-01-26': {'RSI': '35.8000'}, '2007-01-19': {'RSI': '41.0247'}, '2007-01-12': {'RSI': '41.0247'}, '2007-01-05': {'RSI': '41.0247'}, '2006-12-29': {'RSI': '34.0033'}, '2006-12-22': {'RSI': '34.0033'}, '2006-12-15': {'RSI': '34.0033'}, '2006-12-08': {'RSI': '34.0033'}, '2006-12-01': {'RSI': '36.8844'}, '2006-11-24': {'RSI': '39.9294'}, '2006-11-17': {'RSI': '39.9294'}, '2006-11-10': {'RSI': '42.7908'}, '2006-11-03': {'RSI': '34.3185'}, '2006-10-27': {'RSI': '36.7689'}, '2006-10-20': {'RSI': '36.7689'}, '2006-10-13': {'RSI': '39.0259'}, '2006-10-06': {'RSI': '35.4604'}, '2006-09-29': {'RSI': '35.4604'}, '2006-09-22': {'RSI': '37.2235'}, '2006-09-15': {'RSI': '37.2235'}, '2006-09-08': {'RSI': '37.2235'}, '2006-09-01': {'RSI': '38.6234'}, '2006-08-25': {'RSI': '39.9766'}, '2006-08-18': {'RSI': '39.9766'}, '2006-08-11': {'RSI': '39.9766'}, '2006-08-04': {'RSI': '42.1285'}, '2006-07-28': {'RSI': '37.5934'}, '2006-07-21': {'RSI': '39.4482'}, '2006-07-14': {'RSI': '38.0733'}, '2006-07-07': {'RSI': '36.7813'}, '2006-06-30': {'RSI': '36.7813'}, '2006-06-23': {'RSI': '40.1759'}, '2006-06-16': {'RSI': '38.1200'}, '2006-06-09': {'RSI': '44.2835'}, '2006-06-02': {'RSI': '42.4215'}, '2006-05-26': {'RSI': '45.1366'}, '2006-05-19': {'RSI': '41.7832'}, '2006-05-12': {'RSI': '47.6854'}, '2006-05-05': {'RSI': '46.1645'}, '2006-04-28': {'RSI': '49.3956'}, '2006-04-21': {'RSI': '49.3956'}, '2006-04-13': {'RSI': '46.9914'}, '2006-04-07': {'RSI': '47.4992'}, '2006-03-31': {'RSI': '49.9268'}, '2006-03-24': {'RSI': '49.9268'}, '2006-03-17': {'RSI': '49.0836'}, '2006-03-10': {'RSI': '52.2509'}, '2006-03-03': {'RSI': '48.1071'}, '2006-02-24': {'RSI': '46.5901'}, '2006-02-17': {'RSI': '70.8076'}, '2006-02-10': {'RSI': '42.2152'}, '2006-02-03': {'RSI': '43.6132'}, '2006-01-27': {'RSI': '39.0735'}, '2006-01-20': {'RSI': '37.2549'}, '2006-01-13': {'RSI': '43.7137'}, '2006-01-06': {'RSI': '29.7664'}, '2005-12-30': {'RSI': '31.7921'}, '2005-12-23': {'RSI': '27.3419'}, '2005-12-16': {'RSI': '25.1441'}, '2005-12-09': {'RSI': '25.1441'}, '2005-12-02': {'RSI': '25.7757'}, '2005-11-25': {'RSI': '25.7757'}, '2005-11-18': {'RSI': '25.7757'}, '2005-11-11': {'RSI': '26.0138'}, '2005-11-04': {'RSI': '25.3934'}, '2005-10-28': {'RSI': '25.3934'}, '2005-10-21': {'RSI': '25.9216'}, '2005-10-14': {'RSI': '26.2492'}, '2005-10-07': {'RSI': '26.2492'}, '2005-09-30': {'RSI': '34.1043'}, '2005-09-23': {'RSI': '34.1043'}, '2005-09-16': {'RSI': '34.1043'}, '2005-09-09': {'RSI': '30.7470'}, '2005-09-02': {'RSI': '34.7280'}, '2005-08-26': {'RSI': '37.3386'}, '2005-08-19': {'RSI': '34.3788'}, '2005-08-12': {'RSI': '35.9052'}, '2005-08-05': {'RSI': '30.6393'}, '2005-07-29': {'RSI': '31.7514'}, '2005-07-22': {'RSI': '31.7514'}, '2005-07-15': {'RSI': '32.8236'}, '2005-07-08': {'RSI': '33.8525'}, '2005-07-01': {'RSI': '31.9322'}, '2005-06-24': {'RSI': '33.2347'}, '2005-06-17': {'RSI': '36.2512'}, '2005-06-10': {'RSI': '37.2353'}, '2005-06-03': {'RSI': '35.8096'}, '2005-05-27': {'RSI': '38.1493'}, '2005-05-20': {'RSI': '38.1493'}, '2005-05-13': {'RSI': '41.1236'}, '2005-05-06': {'RSI': '46.6301'}, '2005-04-29': {'RSI': '33.9383'}, '2005-04-22': {'RSI': '31.2635'}, '2005-04-15': {'RSI': '35.8339'}, '2005-04-08': {'RSI': '33.3276'}, '2005-04-01': {'RSI': '33.3276'}, '2005-03-24': {'RSI': '36.1900'}, '2005-03-18': {'RSI': '36.1900'}, '2005-03-11': {'RSI': '31.4189'}, '2005-03-04': {'RSI': '33.5888'}, '2005-02-25': {'RSI': '33.6760'}, '2005-02-18': {'RSI': '35.7656'}, '2005-02-11': {'RSI': '31.1518'}, '2005-02-04': {'RSI': '32.1924'}, '2005-01-28': {'RSI': '33.1901'}, '2005-01-21': {'RSI': '29.9327'}, '2005-01-14': {'RSI': '29.9327'}, '2005-01-07': {'RSI': '31.1634'}, '2004-12-31': {'RSI': '32.3609'}, '2004-12-23': {'RSI': '27.3348'}, '2004-12-17': {'RSI': '28.2805'}, '2004-12-10': {'RSI': '28.2805'}, '2004-12-03': {'RSI': '30.8761'}, '2004-11-26': {'RSI': '31.7504'}, '2004-11-19': {'RSI': '31.7504'}, '2004-11-12': {'RSI': '27.4225'}, '2004-11-05': {'RSI': '20.0521'}, '2004-10-29': {'RSI': '20.4982'}, '2004-10-22': {'RSI': '21.4426'}, '2004-10-15': {'RSI': '21.6879'}, '2004-10-08': {'RSI': '22.4586'}, '2004-10-01': {'RSI': '22.8236'}, '2004-09-24': {'RSI': '21.6780'}, '2004-09-17': {'RSI': '20.6176'}, '2004-09-10': {'RSI': '20.6176'}, '2004-09-03': {'RSI': '21.0800'}, '2004-08-27': {'RSI': '21.0800'}, '2004-08-20': {'RSI': '23.9515'}, '2004-08-13': {'RSI': '22.8043'}, '2004-08-06': {'RSI': '24.4650'}, '2004-07-30': {'RSI': '25.4665'}, '2004-07-23': {'RSI': '27.1325'}, '2004-07-16': {'RSI': '29.1952'}, '2004-07-09': {'RSI': '29.5320'}, '2004-07-02': {'RSI': '32.2068'}, '2004-06-25': {'RSI': '33.3979'}, '2004-06-18': {'RSI': '36.9078'}, '2004-06-10': {'RSI': '38.7399'}, '2004-06-04': {'RSI': '35.8751'}, '2004-05-28': {'RSI': '38.2926'}, '2004-05-21': {'RSI': '42.5985'}, '2004-05-14': {'RSI': '44.3956'}, '2004-05-07': {'RSI': '44.3956'}, '2004-04-30': {'RSI': '40.3165'}, '2004-04-23': {'RSI': '43.1665'}, '2004-04-16': {'RSI': '41.2992'}, '2004-04-08': {'RSI': '42.5577'}, '2004-04-02': {'RSI': '45.0273'}, '2004-03-26': {'RSI': '38.6153'}, '2004-03-19': {'RSI': '44.4478'}, '2004-03-12': {'RSI': '42.8952'}, '2004-03-05': {'RSI': '53.7008'}, '2004-02-27': {'RSI': '52.3504'}, '2004-02-20': {'RSI': '48.2774'}, '2004-02-13': {'RSI': '43.9667'}, '2004-02-06': {'RSI': '41.3260'}, '2004-01-30': {'RSI': '34.8816'}, '2004-01-23': {'RSI': '37.5316'}, '2004-01-16': {'RSI': '36.8115'}, '2004-01-09': {'RSI': '37.9940'}, '2004-01-02': {'RSI': '36.1480'}, '2003-12-26': {'RSI': '37.1433'}, '2003-12-19': {'RSI': '36.0875'}, '2003-12-12': {'RSI': '37.2126'}, '2003-12-05': {'RSI': '43.2853'}, '2003-11-28': {'RSI': '45.2804'}, '2003-11-21': {'RSI': '44.5131'}, '2003-11-14': {'RSI': '36.4998'}, '2003-11-07': {'RSI': '40.1531'}, '2003-10-31': {'RSI': '39.3729'}, '2003-10-24': {'RSI': '42.3545'}, '2003-10-17': {'RSI': '36.5924'}, '2003-10-10': {'RSI': '41.7578'}, '2003-10-03': {'RSI': '41.7578'}, '2003-09-26': {'RSI': '42.1964'}, '2003-09-19': {'RSI': '43.8546'}, '2003-09-12': {'RSI': '40.7090'}, '2003-09-05': {'RSI': '44.0400'}, '2003-08-29': {'RSI': '44.7727'}, '2003-08-22': {'RSI': '46.5139'}, '2003-08-15': {'RSI': '46.1368'}, '2003-08-08': {'RSI': '51.3493'}, '2003-08-01': {'RSI': '53.0345'}, '2003-07-25': {'RSI': '58.1907'}, '2003-07-18': {'RSI': '82.1523'}, '2003-07-11': {'RSI': '81.8838'}, '2003-07-03': {'RSI': '70.1679'}, '2003-06-27': {'RSI': '82.6016'}, '2003-06-20': {'RSI': '69.7273'}, '2003-06-13': {'RSI': '66.9783'}, '2003-06-06': {'RSI': '64.0394'}, '2003-05-30': {'RSI': '45.8084'}, '2003-05-23': {'RSI': '45.8084'}, '2003-05-16': {'RSI': '44.7276'}, '2003-05-09': {'RSI': '41.5817'}, '2003-05-02': {'RSI': '36.1288'}, '2003-04-25': {'RSI': '36.1288'}, '2003-04-17': {'RSI': '36.1288'}, '2003-04-11': {'RSI': '36.1288'}, '2003-04-04': {'RSI': '37.5070'}, '2003-03-28': {'RSI': '39.7834'}, '2003-03-21': {'RSI': '39.1183'}, '2003-03-14': {'RSI': '37.8833'}, '2003-03-07': {'RSI': '37.8833'}, '2003-02-28': {'RSI': '42.0265'}, '2003-02-21': {'RSI': '36.8463'}, '2003-02-14': {'RSI': '38.3899'}, '2003-02-07': {'RSI': '40.8546'}, '2003-01-31': {'RSI': '34.2013'}, '2003-01-24': {'RSI': '35.2201'}, '2003-01-17': {'RSI': '42.3093'}, '2003-01-10': {'RSI': '40.1405'}, '2003-01-03': {'RSI': '40.1405'}, '2002-12-27': {'RSI': '40.1405'}, '2002-12-20': {'RSI': '40.1405'}, '2002-12-13': {'RSI': '42.2234'}, '2002-12-06': {'RSI': '62.7301'}, '2002-11-29': {'RSI': '45.8115'}, '2002-11-22': {'RSI': '40.9897'}, '2002-11-15': {'RSI': '46.5858'}, '2002-11-08': {'RSI': '39.1033'}, '2002-11-01': {'RSI': '42.6916'}, '2002-10-25': {'RSI': '31.3529'}, '2002-10-18': {'RSI': '31.3529'}, '2002-10-11': {'RSI': '31.3529'}, '2002-10-04': {'RSI': '31.3529'}, '2002-09-27': {'RSI': '29.0503'}, '2002-09-20': {'RSI': '36.8338'}, '2002-09-13': {'RSI': '36.8338'}, '2002-09-06': {'RSI': '36.8338'}, '2002-08-30': {'RSI': '36.8338'}, '2002-08-23': {'RSI': '31.6872'}, '2002-08-16': {'RSI': '32.4812'}, '2002-08-09': {'RSI': '34.0152'}, '2002-08-02': {'RSI': '34.0152'}, '2002-07-26': {'RSI': '28.5483'}, '2002-07-19': {'RSI': '30.8486'}, '2002-07-12': {'RSI': '30.8486'}, '2002-07-05': {'RSI': '30.8486'}, '2002-06-28': {'RSI': '31.7820'}, '2002-06-21': {'RSI': '32.6717'}, '2002-06-14': {'RSI': '34.4054'}, '2002-06-07': {'RSI': '31.1156'}, '2002-05-31': {'RSI': '33.3754'}, '2002-05-24': {'RSI': '45.1899'}, '2002-05-17': {'RSI': '46.4224'}, '2002-05-10': {'RSI': '46.4224'}, '2002-05-03': {'RSI': '47.4711'}, '2002-04-26': {'RSI': '64.5258'}, '2002-04-19': {'RSI': '64.5258'}, '2002-04-12': {'RSI': '64.5258'}, '2002-04-05': {'RSI': '68.6766'}, '2002-03-28': {'RSI': '50.1624'}, '2002-03-22': {'RSI': '34.2685'}, '2002-03-15': {'RSI': '29.6534'}, '2002-03-08': {'RSI': '30.6209'}, '2002-03-01': {'RSI': '30.6209'}, '2002-02-22': {'RSI': '30.6209'}, '2002-02-15': {'RSI': '32.1502'}, '2002-02-08': {'RSI': '30.5902'}, '2002-02-01': {'RSI': '31.9108'}, '2002-01-25': {'RSI': '37.7830'}, '2002-01-18': {'RSI': '28.9588'}, '2002-01-11': {'RSI': '31.6524'}, '2002-01-04': {'RSI': '25.4082'}, '2001-12-28': {'RSI': '27.0780'}, '2001-12-21': {'RSI': '22.4937'}, '2001-12-14': {'RSI': '22.9261'}, '2001-12-07': {'RSI': '55.6740'}, '2001-11-30': {'RSI': '55.6740'}, '2001-11-23': {'RSI': '55.6740'}, '2001-11-16': {'RSI': '38.8065'}, '2001-11-09': {'RSI': '38.8065'}, '2001-11-02': {'RSI': '59.0195'}, '2001-10-26': {'RSI': '59.0195'}, '2001-10-19': {'RSI': '59.0195'}, '2001-10-12': {'RSI': '59.0195'}, '2001-10-05': {'RSI': '59.0195'}, '2001-09-28': {'RSI': '59.0195'}, '2001-09-21': {'RSI': '59.0195'}, '2001-09-10': {'RSI': '53.1885'}, '2001-09-07': {'RSI': '53.1885'}, '2001-08-31': {'RSI': '53.1885'}, '2001-08-24': {'RSI': '53.1885'}, '2001-08-17': {'RSI': '53.1885'}, '2001-08-10': {'RSI': '53.1885'}, '2001-08-03': {'RSI': '53.1885'}, '2001-07-27': {'RSI': '49.7700'}, '2001-07-20': {'RSI': '46.2365'}, '2001-07-13': {'RSI': '46.2365'}, '2001-07-06': {'RSI': '48.4448'}, '2001-06-29': {'RSI': '48.4448'}, '2001-06-22': {'RSI': '48.4448'}, '2001-06-15': {'RSI': '36.2335'}, '2001-06-08': {'RSI': '46.6244'}, '2001-06-01': {'RSI': '49.3959'}, '2001-05-25': {'RSI': '37.3248'}, '2001-05-18': {'RSI': '49.7974'}, '2001-05-11': {'RSI': '49.7974'}, '2001-05-04': {'RSI': '28.6437'}, '2001-04-27': {'RSI': '42.7368'}, '2001-04-20': {'RSI': '42.7368'}, '2001-04-12': {'RSI': '42.7368'}, '2001-04-06': {'RSI': '42.7368'}, '2001-03-30': {'RSI': '42.7368'}, '2001-03-23': {'RSI': '30.0319'}}}\n",
      "{'Meta Data': {'1: Symbol': 'AMS', '2: Indicator': 'Relative Strength Index (RSI)', '3: Last Refreshed': '2021-06-14', '4: Interval': 'weekly', '5: Time Period': 10, '6: Series Type': 'close', '7: Time Zone': 'US/Eastern Time'}, 'Technical Analysis: RSI': {'2021-06-14': {'RSI': '59.2341'}, '2021-06-11': {'RSI': '62.7146'}, '2021-06-04': {'RSI': '59.0613'}, '2021-05-28': {'RSI': '49.6965'}, '2021-05-21': {'RSI': '52.1449'}, '2021-05-14': {'RSI': '47.8782'}, '2021-05-07': {'RSI': '70.5098'}, '2021-04-30': {'RSI': '47.0414'}, '2021-04-23': {'RSI': '45.3989'}, '2021-04-16': {'RSI': '48.7002'}, '2021-04-09': {'RSI': '53.8864'}, '2021-04-01': {'RSI': '55.6648'}, '2021-03-26': {'RSI': '53.1606'}, '2021-03-19': {'RSI': '60.3149'}, '2021-03-12': {'RSI': '57.3640'}, '2021-03-05': {'RSI': '48.1023'}, '2021-02-26': {'RSI': '66.3414'}, '2021-02-19': {'RSI': '80.3573'}, '2021-02-12': {'RSI': '78.7784'}, '2021-02-05': {'RSI': '78.4316'}, '2021-01-29': {'RSI': '69.4450'}, '2021-01-22': {'RSI': '70.7719'}, '2021-01-15': {'RSI': '64.1432'}, '2021-01-08': {'RSI': '59.3150'}, '2020-12-31': {'RSI': '60.4878'}, '2020-12-24': {'RSI': '55.7646'}, '2020-12-18': {'RSI': '53.2498'}, '2020-12-11': {'RSI': '50.7288'}, '2020-12-04': {'RSI': '51.1424'}, '2020-11-27': {'RSI': '55.6783'}, '2020-11-20': {'RSI': '46.8491'}, '2020-11-13': {'RSI': '48.7406'}, '2020-11-06': {'RSI': '47.5981'}, '2020-10-30': {'RSI': '44.6368'}, '2020-10-23': {'RSI': '51.8953'}, '2020-10-16': {'RSI': '47.3413'}, '2020-10-09': {'RSI': '47.9701'}, '2020-10-02': {'RSI': '43.9501'}, '2020-09-25': {'RSI': '47.5307'}, '2020-09-18': {'RSI': '43.7216'}, '2020-09-11': {'RSI': '47.0520'}, '2020-09-04': {'RSI': '46.2009'}, '2020-08-28': {'RSI': '52.2480'}, '2020-08-21': {'RSI': '53.8333'}, '2020-08-14': {'RSI': '53.1942'}, '2020-08-07': {'RSI': '52.8022'}, '2020-07-31': {'RSI': '50.1730'}, '2020-07-24': {'RSI': '55.6715'}, '2020-07-17': {'RSI': '50.6250'}, '2020-07-10': {'RSI': '49.3540'}, '2020-07-02': {'RSI': '52.2963'}, '2020-06-26': {'RSI': '48.5624'}, '2020-06-19': {'RSI': '72.2361'}, '2020-06-12': {'RSI': '52.9395'}, '2020-06-05': {'RSI': '56.8513'}, '2020-05-29': {'RSI': '50.2319'}, '2020-05-22': {'RSI': '41.4065'}, '2020-05-15': {'RSI': '38.5459'}, '2020-05-08': {'RSI': '40.3174'}, '2020-05-01': {'RSI': '44.2385'}, '2020-04-24': {'RSI': '32.8802'}, '2020-04-17': {'RSI': '38.3550'}, '2020-04-09': {'RSI': '32.2390'}, '2020-04-03': {'RSI': '22.5928'}, '2020-03-27': {'RSI': '25.1400'}, '2020-03-20': {'RSI': '12.7130'}, '2020-03-13': {'RSI': '15.5571'}, '2020-03-06': {'RSI': '31.7518'}, '2020-02-28': {'RSI': '32.2141'}, '2020-02-21': {'RSI': '45.3140'}, '2020-02-14': {'RSI': '41.3645'}, '2020-02-07': {'RSI': '44.1947'}, '2020-01-31': {'RSI': '48.2584'}, '2020-01-24': {'RSI': '52.6646'}, '2020-01-17': {'RSI': '41.3314'}, '2020-01-10': {'RSI': '40.3426'}, '2020-01-03': {'RSI': '41.6048'}, '2019-12-27': {'RSI': '50.9260'}, '2019-12-20': {'RSI': '50.1528'}, '2019-12-13': {'RSI': '53.1684'}, '2019-12-06': {'RSI': '50.4891'}, '2019-11-29': {'RSI': '49.1808'}, '2019-11-22': {'RSI': '39.8882'}, '2019-11-15': {'RSI': '35.8262'}, '2019-11-08': {'RSI': '44.1630'}, '2019-11-01': {'RSI': '33.8852'}, '2019-10-25': {'RSI': '35.4876'}, '2019-10-18': {'RSI': '32.8007'}, '2019-10-11': {'RSI': '34.4005'}, '2019-10-04': {'RSI': '36.2025'}, '2019-09-27': {'RSI': '35.4695'}, '2019-09-20': {'RSI': '43.0354'}, '2019-09-13': {'RSI': '37.3780'}, '2019-09-06': {'RSI': '37.0262'}, '2019-08-30': {'RSI': '37.9865'}, '2019-08-23': {'RSI': '44.1731'}, '2019-08-16': {'RSI': '34.3819'}, '2019-08-09': {'RSI': '50.0393'}, '2019-08-02': {'RSI': '59.7470'}, '2019-07-26': {'RSI': '61.5378'}, '2019-07-19': {'RSI': '54.1105'}, '2019-07-12': {'RSI': '55.7246'}, '2019-07-05': {'RSI': '58.8865'}, '2019-06-28': {'RSI': '54.2097'}, '2019-06-21': {'RSI': '68.1671'}, '2019-06-14': {'RSI': '60.7837'}, '2019-06-07': {'RSI': '55.8174'}, '2019-05-31': {'RSI': '55.3080'}, '2019-05-24': {'RSI': '64.3284'}, '2019-05-17': {'RSI': '62.2985'}, '2019-05-10': {'RSI': '59.4432'}, '2019-05-03': {'RSI': '54.5604'}, '2019-04-26': {'RSI': '57.3710'}, '2019-04-18': {'RSI': '47.8404'}, '2019-04-12': {'RSI': '48.5697'}, '2019-04-05': {'RSI': '51.3901'}, '2019-03-29': {'RSI': '56.5633'}, '2019-03-22': {'RSI': '58.0663'}, '2019-03-15': {'RSI': '55.6815'}, '2019-03-08': {'RSI': '59.3973'}, '2019-03-01': {'RSI': '59.7824'}, '2019-02-22': {'RSI': '47.6767'}, '2019-02-15': {'RSI': '46.3086'}, '2019-02-08': {'RSI': '46.1762'}, '2019-02-01': {'RSI': '44.6979'}, '2019-01-25': {'RSI': '44.1999'}, '2019-01-18': {'RSI': '46.4589'}, '2019-01-11': {'RSI': '36.7630'}, '2019-01-04': {'RSI': '34.1720'}, '2018-12-28': {'RSI': '33.9653'}, '2018-12-21': {'RSI': '35.4918'}, '2018-12-14': {'RSI': '38.2170'}, '2018-12-07': {'RSI': '34.9476'}, '2018-11-30': {'RSI': '36.6952'}, '2018-11-23': {'RSI': '36.6952'}, '2018-11-16': {'RSI': '38.8012'}, '2018-11-09': {'RSI': '40.8233'}, '2018-11-02': {'RSI': '52.0789'}, '2018-10-26': {'RSI': '49.3262'}, '2018-10-19': {'RSI': '54.7891'}, '2018-10-12': {'RSI': '57.3620'}, '2018-10-05': {'RSI': '75.8951'}, '2018-09-28': {'RSI': '69.1719'}, '2018-09-21': {'RSI': '52.2782'}, '2018-09-14': {'RSI': '63.7030'}, '2018-09-07': {'RSI': '58.6157'}, '2018-08-31': {'RSI': '63.4153'}, '2018-08-24': {'RSI': '63.4153'}, '2018-08-17': {'RSI': '63.4153'}, '2018-08-10': {'RSI': '51.9401'}, '2018-08-03': {'RSI': '63.9811'}, '2018-07-27': {'RSI': '61.9990'}, '2018-07-20': {'RSI': '61.0340'}, '2018-07-13': {'RSI': '50.9442'}, '2018-07-06': {'RSI': '56.8304'}, '2018-06-29': {'RSI': '54.4627'}, '2018-06-22': {'RSI': '49.4747'}, '2018-06-15': {'RSI': '58.0604'}, '2018-06-08': {'RSI': '50.2977'}, '2018-06-01': {'RSI': '60.3512'}, '2018-05-25': {'RSI': '58.2640'}, '2018-05-18': {'RSI': '57.9149'}, '2018-05-11': {'RSI': '59.6684'}, '2018-05-04': {'RSI': '34.1523'}, '2018-04-27': {'RSI': '35.1956'}, '2018-04-20': {'RSI': '36.8070'}, '2018-04-13': {'RSI': '37.7848'}, '2018-04-06': {'RSI': '34.0484'}, '2018-03-29': {'RSI': '40.6379'}, '2018-03-23': {'RSI': '49.2091'}, '2018-03-16': {'RSI': '37.3087'}, '2018-03-09': {'RSI': '40.1294'}, '2018-03-02': {'RSI': '40.1294'}, '2018-02-23': {'RSI': '40.1294'}, '2018-02-16': {'RSI': '40.1294'}, '2018-02-09': {'RSI': '37.0045'}, '2018-02-02': {'RSI': '40.8415'}, '2018-01-26': {'RSI': '45.0452'}, '2018-01-19': {'RSI': '46.9365'}, '2018-01-12': {'RSI': '42.2455'}, '2018-01-05': {'RSI': '48.4220'}, '2017-12-29': {'RSI': '33.6668'}, '2017-12-22': {'RSI': '35.6021'}, '2017-12-15': {'RSI': '24.6761'}, '2017-12-08': {'RSI': '25.5878'}, '2017-12-01': {'RSI': '25.9577'}, '2017-11-24': {'RSI': '29.8402'}, '2017-11-17': {'RSI': '29.8402'}, '2017-11-10': {'RSI': '39.3826'}, '2017-11-03': {'RSI': '42.2177'}, '2017-10-27': {'RSI': '38.2146'}, '2017-10-20': {'RSI': '41.9513'}, '2017-10-13': {'RSI': '33.1231'}, '2017-10-06': {'RSI': '33.1231'}, '2017-09-29': {'RSI': '27.1395'}, '2017-09-22': {'RSI': '30.8680'}, '2017-09-15': {'RSI': '30.8680'}, '2017-09-08': {'RSI': '25.3284'}, '2017-09-01': {'RSI': '25.3122'}, '2017-08-25': {'RSI': '20.1435'}, '2017-08-18': {'RSI': '21.9240'}, '2017-08-11': {'RSI': '22.9052'}, '2017-08-04': {'RSI': '29.7531'}, '2017-07-28': {'RSI': '40.7057'}, '2017-07-21': {'RSI': '46.4848'}, '2017-07-14': {'RSI': '46.4803'}, '2017-07-07': {'RSI': '46.4803'}, '2017-06-30': {'RSI': '44.5690'}, '2017-06-23': {'RSI': '44.5690'}, '2017-06-16': {'RSI': '44.5690'}, '2017-06-09': {'RSI': '51.2385'}, '2017-06-02': {'RSI': '46.9518'}, '2017-05-26': {'RSI': '50.9858'}, '2017-05-19': {'RSI': '45.3515'}, '2017-05-12': {'RSI': '60.3320'}, '2017-05-05': {'RSI': '59.5809'}, '2017-04-28': {'RSI': '58.3996'}, '2017-04-21': {'RSI': '58.3996'}, '2017-04-13': {'RSI': '64.5085'}, '2017-04-07': {'RSI': '69.4095'}, '2017-03-31': {'RSI': '63.2033'}, '2017-03-24': {'RSI': '65.4647'}, '2017-03-17': {'RSI': '57.4367'}, '2017-03-10': {'RSI': '56.5498'}, '2017-03-03': {'RSI': '60.8274'}, '2017-02-24': {'RSI': '60.8274'}, '2017-02-17': {'RSI': '64.7975'}, '2017-02-10': {'RSI': '62.6006'}, '2017-02-03': {'RSI': '70.5227'}, '2017-01-27': {'RSI': '67.4316'}, '2017-01-20': {'RSI': '61.6387'}, '2017-01-13': {'RSI': '78.0340'}, '2017-01-06': {'RSI': '63.4519'}, '2016-12-30': {'RSI': '62.1600'}, '2016-12-23': {'RSI': '59.5888'}, '2016-12-16': {'RSI': '53.9574'}, '2016-12-09': {'RSI': '59.5597'}, '2016-12-02': {'RSI': '65.6991'}, '2016-11-25': {'RSI': '63.4378'}, '2016-11-18': {'RSI': '65.3773'}, '2016-11-11': {'RSI': '64.3977'}, '2016-11-04': {'RSI': '53.8122'}, '2016-10-28': {'RSI': '61.0760'}, '2016-10-21': {'RSI': '61.0760'}, '2016-10-14': {'RSI': '56.2977'}, '2016-10-07': {'RSI': '67.9308'}, '2016-09-30': {'RSI': '67.9308'}, '2016-09-23': {'RSI': '67.2230'}, '2016-09-16': {'RSI': '59.8437'}, '2016-09-09': {'RSI': '57.0193'}, '2016-09-02': {'RSI': '59.8945'}, '2016-08-26': {'RSI': '61.0826'}, '2016-08-19': {'RSI': '63.1046'}, '2016-08-12': {'RSI': '52.3578'}, '2016-08-05': {'RSI': '71.9241'}, '2016-07-29': {'RSI': '50.9111'}, '2016-07-22': {'RSI': '46.3697'}, '2016-07-15': {'RSI': '47.7057'}, '2016-07-08': {'RSI': '53.7523'}, '2016-07-01': {'RSI': '49.7331'}, '2016-06-24': {'RSI': '62.8331'}, '2016-06-17': {'RSI': '60.0753'}, '2016-06-10': {'RSI': '58.0725'}, '2016-06-03': {'RSI': '48.8321'}, '2016-05-27': {'RSI': '48.5463'}, '2016-05-20': {'RSI': '48.3423'}, '2016-05-13': {'RSI': '48.3423'}, '2016-05-06': {'RSI': '47.1858'}, '2016-04-29': {'RSI': '49.1672'}, '2016-04-22': {'RSI': '58.7911'}, '2016-04-15': {'RSI': '70.7919'}, '2016-04-08': {'RSI': '66.8771'}, '2016-04-01': {'RSI': '67.4281'}, '2016-03-24': {'RSI': '54.8288'}, '2016-03-18': {'RSI': '52.4252'}, '2016-03-11': {'RSI': '55.5315'}, '2016-03-04': {'RSI': '52.4289'}, '2016-02-26': {'RSI': '49.6386'}, '2016-02-19': {'RSI': '49.9904'}, '2016-02-12': {'RSI': '46.3779'}, '2016-02-05': {'RSI': '48.9580'}, '2016-01-29': {'RSI': '38.9613'}, '2016-01-22': {'RSI': '49.1776'}, '2016-01-15': {'RSI': '51.3824'}, '2016-01-08': {'RSI': '39.1003'}, '2015-12-31': {'RSI': '46.9230'}, '2015-12-24': {'RSI': '27.2707'}, '2015-12-18': {'RSI': '29.6673'}, '2015-12-11': {'RSI': '32.5650'}, '2015-12-04': {'RSI': '35.3253'}, '2015-11-27': {'RSI': '45.8090'}, '2015-11-20': {'RSI': '42.6158'}, '2015-11-13': {'RSI': '43.0727'}, '2015-11-06': {'RSI': '33.1610'}, '2015-10-30': {'RSI': '22.5210'}, '2015-10-23': {'RSI': '23.4800'}, '2015-10-16': {'RSI': '27.2935'}, '2015-10-09': {'RSI': '29.7811'}, '2015-10-02': {'RSI': '30.2778'}, '2015-09-25': {'RSI': '31.5816'}, '2015-09-18': {'RSI': '38.7483'}, '2015-09-11': {'RSI': '33.8735'}, '2015-09-04': {'RSI': '35.7590'}, '2015-08-28': {'RSI': '32.7397'}, '2015-08-21': {'RSI': '33.5748'}, '2015-08-14': {'RSI': '45.7388'}, '2015-08-07': {'RSI': '46.1809'}, '2015-07-31': {'RSI': '54.1957'}, '2015-07-24': {'RSI': '52.8973'}, '2015-07-17': {'RSI': '56.2454'}, '2015-07-10': {'RSI': '51.5102'}, '2015-07-02': {'RSI': '47.2269'}, '2015-06-26': {'RSI': '49.1819'}, '2015-06-19': {'RSI': '55.8391'}, '2015-06-12': {'RSI': '50.9878'}, '2015-06-05': {'RSI': '41.1394'}, '2015-05-29': {'RSI': '44.4261'}, '2015-05-22': {'RSI': '50.9373'}, '2015-05-15': {'RSI': '57.0518'}, '2015-05-08': {'RSI': '50.4701'}, '2015-05-01': {'RSI': '55.7555'}, '2015-04-24': {'RSI': '57.7771'}, '2015-04-17': {'RSI': '62.7563'}, '2015-04-10': {'RSI': '59.5630'}, '2015-04-02': {'RSI': '51.8790'}, '2015-03-27': {'RSI': '51.0784'}, '2015-03-20': {'RSI': '47.1191'}, '2015-03-13': {'RSI': '44.7025'}, '2015-03-06': {'RSI': '45.0110'}, '2015-02-27': {'RSI': '46.4539'}, '2015-02-20': {'RSI': '54.2845'}, '2015-02-13': {'RSI': '49.0258'}, '2015-02-06': {'RSI': '54.6875'}, '2015-01-30': {'RSI': '49.7710'}, '2015-01-23': {'RSI': '53.0074'}, '2015-01-16': {'RSI': '45.3374'}, '2015-01-09': {'RSI': '60.0356'}, '2015-01-02': {'RSI': '67.4115'}, '2014-12-26': {'RSI': '54.2624'}, '2014-12-19': {'RSI': '47.9636'}, '2014-12-12': {'RSI': '50.3645'}, '2014-12-05': {'RSI': '48.9855'}, '2014-11-28': {'RSI': '55.2531'}, '2014-11-21': {'RSI': '58.1770'}, '2014-11-14': {'RSI': '55.8589'}, '2014-11-07': {'RSI': '61.9970'}, '2014-10-31': {'RSI': '40.8462'}, '2014-10-24': {'RSI': '41.2862'}, '2014-10-17': {'RSI': '37.6598'}, '2014-10-10': {'RSI': '30.2983'}, '2014-10-03': {'RSI': '35.3812'}, '2014-09-26': {'RSI': '37.9826'}, '2014-09-19': {'RSI': '37.3899'}, '2014-09-12': {'RSI': '30.1771'}, '2014-09-05': {'RSI': '31.5412'}, '2014-08-29': {'RSI': '35.1684'}, '2014-08-22': {'RSI': '38.3908'}, '2014-08-15': {'RSI': '36.3524'}, '2014-08-08': {'RSI': '44.2639'}, '2014-08-01': {'RSI': '56.7617'}, '2014-07-25': {'RSI': '53.7110'}, '2014-07-18': {'RSI': '49.0930'}, '2014-07-11': {'RSI': '56.4296'}, '2014-07-03': {'RSI': '45.7837'}, '2014-06-27': {'RSI': '43.8323'}, '2014-06-20': {'RSI': '45.5371'}, '2014-06-13': {'RSI': '40.7788'}, '2014-06-06': {'RSI': '34.3720'}, '2014-05-30': {'RSI': '32.5818'}, '2014-05-23': {'RSI': '38.2103'}, '2014-05-16': {'RSI': '33.6237'}, '2014-05-09': {'RSI': '42.7120'}, '2014-05-02': {'RSI': '42.4868'}, '2014-04-25': {'RSI': '43.5885'}, '2014-04-17': {'RSI': '42.8096'}, '2014-04-11': {'RSI': '47.5471'}, '2014-04-04': {'RSI': '53.3618'}, '2014-03-28': {'RSI': '64.7677'}, '2014-03-21': {'RSI': '64.7677'}, '2014-03-14': {'RSI': '55.0369'}, '2014-03-07': {'RSI': '70.8978'}, '2014-02-28': {'RSI': '63.0993'}, '2014-02-21': {'RSI': '70.8681'}, '2014-02-14': {'RSI': '68.7933'}, '2014-02-07': {'RSI': '69.5362'}, '2014-01-31': {'RSI': '61.7246'}, '2014-01-24': {'RSI': '65.3134'}, '2014-01-17': {'RSI': '66.0042'}, '2014-01-10': {'RSI': '60.3418'}, '2014-01-03': {'RSI': '57.8121'}, '2013-12-27': {'RSI': '52.8496'}, '2013-12-20': {'RSI': '63.1878'}, '2013-12-13': {'RSI': '60.3106'}, '2013-12-06': {'RSI': '56.8409'}, '2013-11-29': {'RSI': '60.4053'}, '2013-11-22': {'RSI': '40.1241'}, '2013-11-15': {'RSI': '41.7322'}, '2013-11-08': {'RSI': '41.0254'}, '2013-11-01': {'RSI': '42.9231'}, '2013-10-25': {'RSI': '45.2192'}, '2013-10-18': {'RSI': '42.4130'}, '2013-10-11': {'RSI': '44.4672'}, '2013-10-04': {'RSI': '50.6348'}, '2013-09-27': {'RSI': '52.0265'}, '2013-09-20': {'RSI': '52.8988'}, '2013-09-13': {'RSI': '54.9728'}, '2013-09-06': {'RSI': '55.3635'}, '2013-08-30': {'RSI': '62.5672'}, '2013-08-23': {'RSI': '64.6709'}, '2013-08-16': {'RSI': '66.2753'}, '2013-08-09': {'RSI': '63.4163'}, '2013-08-02': {'RSI': '67.0677'}, '2013-07-26': {'RSI': '58.7186'}, '2013-07-19': {'RSI': '72.2481'}, '2013-07-12': {'RSI': '78.8889'}, '2013-07-05': {'RSI': '56.9683'}, '2013-06-28': {'RSI': '56.4596'}, '2013-06-21': {'RSI': '61.0026'}, '2013-06-14': {'RSI': '61.4796'}, '2013-06-07': {'RSI': '47.9174'}, '2013-05-31': {'RSI': '51.4418'}, '2013-05-24': {'RSI': '54.4452'}, '2013-05-17': {'RSI': '52.9622'}, '2013-05-10': {'RSI': '30.5936'}, '2013-05-03': {'RSI': '16.5053'}, '2013-04-26': {'RSI': '17.5476'}, '2013-04-19': {'RSI': '17.3031'}, '2013-04-12': {'RSI': '18.6611'}, '2013-04-05': {'RSI': '19.8281'}, '2013-03-28': {'RSI': '26.3552'}, '2013-03-22': {'RSI': '25.9864'}, '2013-03-15': {'RSI': '27.0988'}, '2013-03-08': {'RSI': '30.9966'}, '2013-03-01': {'RSI': '29.3333'}, '2013-02-22': {'RSI': '29.6550'}, '2013-02-15': {'RSI': '30.8738'}, '2013-02-08': {'RSI': '31.7850'}, '2013-02-01': {'RSI': '33.1779'}, '2013-01-25': {'RSI': '33.1779'}, '2013-01-18': {'RSI': '35.4920'}, '2013-01-11': {'RSI': '42.9878'}, '2013-01-04': {'RSI': '52.0983'}, '2012-12-28': {'RSI': '32.5087'}, '2012-12-21': {'RSI': '34.3128'}, '2012-12-14': {'RSI': '34.3128'}, '2012-12-07': {'RSI': '43.7539'}, '2012-11-30': {'RSI': '46.6414'}, '2012-11-23': {'RSI': '36.5998'}, '2012-11-16': {'RSI': '32.2998'}, '2012-11-09': {'RSI': '47.8904'}, '2012-11-02': {'RSI': '47.8904'}, '2012-10-26': {'RSI': '47.8904'}, '2012-10-19': {'RSI': '47.8904'}, '2012-10-12': {'RSI': '44.0118'}, '2012-10-05': {'RSI': '37.4246'}, '2012-09-28': {'RSI': '50.5673'}, '2012-09-21': {'RSI': '51.1663'}, '2012-09-14': {'RSI': '45.9839'}, '2012-09-07': {'RSI': '38.1012'}, '2012-08-31': {'RSI': '47.4491'}, '2012-08-24': {'RSI': '44.7374'}, '2012-08-17': {'RSI': '39.8565'}, '2012-08-10': {'RSI': '43.9003'}, '2012-08-03': {'RSI': '47.0225'}, '2012-07-27': {'RSI': '44.5520'}, '2012-07-20': {'RSI': '44.0364'}, '2012-07-13': {'RSI': '46.6384'}, '2012-07-06': {'RSI': '47.4801'}, '2012-06-29': {'RSI': '54.5760'}, '2012-06-22': {'RSI': '47.5168'}, '2012-06-15': {'RSI': '40.2033'}, '2012-06-08': {'RSI': '46.9297'}, '2012-06-01': {'RSI': '46.4255'}, '2012-05-25': {'RSI': '48.4990'}, '2012-05-18': {'RSI': '63.9136'}, '2012-05-11': {'RSI': '60.5262'}, '2012-05-04': {'RSI': '56.8835'}, '2012-04-27': {'RSI': '56.4820'}, '2012-04-20': {'RSI': '61.4698'}, '2012-04-13': {'RSI': '63.7302'}, '2012-04-05': {'RSI': '64.9696'}, '2012-03-30': {'RSI': '69.1032'}, '2012-03-23': {'RSI': '65.6347'}, '2012-03-16': {'RSI': '65.6347'}, '2012-03-09': {'RSI': '48.4457'}, '2012-03-02': {'RSI': '55.2259'}, '2012-02-24': {'RSI': '48.7734'}, '2012-02-17': {'RSI': '54.4832'}, '2012-02-10': {'RSI': '53.6286'}, '2012-02-03': {'RSI': '51.2995'}, '2012-01-27': {'RSI': '50.9298'}, '2012-01-20': {'RSI': '44.0492'}, '2012-01-13': {'RSI': '53.4062'}, '2012-01-06': {'RSI': '49.1292'}, '2011-12-30': {'RSI': '45.9088'}, '2011-12-23': {'RSI': '49.8227'}, '2011-12-16': {'RSI': '56.5767'}, '2011-12-09': {'RSI': '50.5427'}, '2011-12-02': {'RSI': '44.4040'}, '2011-11-25': {'RSI': '38.9481'}, '2011-11-18': {'RSI': '43.7817'}, '2011-11-11': {'RSI': '34.5173'}, '2011-11-04': {'RSI': '44.6131'}, '2011-10-28': {'RSI': '39.6839'}, '2011-10-21': {'RSI': '36.8809'}, '2011-10-14': {'RSI': '34.0622'}, '2011-10-07': {'RSI': '27.8661'}, '2011-09-30': {'RSI': '36.3203'}, '2011-09-23': {'RSI': '32.6419'}, '2011-09-16': {'RSI': '37.8955'}, '2011-09-09': {'RSI': '45.7680'}, '2011-09-02': {'RSI': '40.5624'}, '2011-08-26': {'RSI': '43.1420'}, '2011-08-19': {'RSI': '48.3486'}, '2011-08-12': {'RSI': '37.9725'}, '2011-08-05': {'RSI': '47.6189'}, '2011-07-29': {'RSI': '47.6189'}, '2011-07-22': {'RSI': '42.2737'}, '2011-07-15': {'RSI': '49.3197'}, '2011-07-08': {'RSI': '52.1115'}, '2011-07-01': {'RSI': '43.3013'}, '2011-06-24': {'RSI': '42.8358'}, '2011-06-17': {'RSI': '48.0422'}, '2011-06-10': {'RSI': '45.3236'}, '2011-06-03': {'RSI': '49.9064'}, '2011-05-27': {'RSI': '44.8914'}, '2011-05-20': {'RSI': '44.8914'}, '2011-05-13': {'RSI': '46.8392'}, '2011-05-06': {'RSI': '57.6497'}, '2011-04-29': {'RSI': '56.4826'}, '2011-04-21': {'RSI': '59.8285'}, '2011-04-15': {'RSI': '57.9356'}, '2011-04-08': {'RSI': '52.4730'}, '2011-04-01': {'RSI': '64.9020'}, '2011-03-25': {'RSI': '62.7147'}, '2011-03-18': {'RSI': '57.7891'}, '2011-03-11': {'RSI': '73.5314'}, '2011-03-04': {'RSI': '64.5076'}, '2011-02-25': {'RSI': '55.7904'}, '2011-02-18': {'RSI': '62.7228'}, '2011-02-11': {'RSI': '62.7228'}, '2011-02-04': {'RSI': '66.4377'}, '2011-01-28': {'RSI': '64.5479'}, '2011-01-21': {'RSI': '58.1420'}, '2011-01-14': {'RSI': '62.9339'}, '2011-01-07': {'RSI': '45.9335'}, '2010-12-31': {'RSI': '45.9335'}, '2010-12-23': {'RSI': '47.7077'}, '2010-12-17': {'RSI': '44.7635'}, '2010-12-10': {'RSI': '44.5190'}, '2010-12-03': {'RSI': '48.4354'}, '2010-11-26': {'RSI': '49.3350'}, '2010-11-19': {'RSI': '49.3394'}, '2010-11-12': {'RSI': '53.6563'}, '2010-11-05': {'RSI': '44.9934'}, '2010-10-29': {'RSI': '49.1257'}, '2010-10-22': {'RSI': '49.1257'}, '2010-10-15': {'RSI': '48.3573'}, '2010-10-08': {'RSI': '45.7777'}, '2010-10-01': {'RSI': '56.2551'}, '2010-09-24': {'RSI': '44.9065'}, '2010-09-17': {'RSI': '51.5467'}, '2010-09-10': {'RSI': '47.6214'}, '2010-09-03': {'RSI': '54.6078'}, '2010-08-27': {'RSI': '48.6949'}, '2010-08-20': {'RSI': '52.2457'}, '2010-08-13': {'RSI': '50.6297'}, '2010-08-06': {'RSI': '55.2656'}, '2010-07-30': {'RSI': '68.0162'}, '2010-07-23': {'RSI': '52.3997'}, '2010-07-16': {'RSI': '54.5227'}, '2010-07-09': {'RSI': '54.5796'}, '2010-07-02': {'RSI': '55.0498'}, '2010-06-25': {'RSI': '56.4889'}, '2010-06-18': {'RSI': '54.3328'}, '2010-06-11': {'RSI': '51.0550'}, '2010-06-04': {'RSI': '51.0587'}, '2010-05-28': {'RSI': '48.3945'}, '2010-05-21': {'RSI': '47.4320'}, '2010-05-14': {'RSI': '55.9031'}, '2010-05-07': {'RSI': '48.9043'}, '2010-04-30': {'RSI': '54.6770'}, '2010-04-23': {'RSI': '50.1609'}, '2010-04-16': {'RSI': '50.6306'}, '2010-04-09': {'RSI': '47.6918'}, '2010-04-01': {'RSI': '53.0935'}, '2010-03-26': {'RSI': '53.0963'}, '2010-03-19': {'RSI': '47.2356'}, '2010-03-12': {'RSI': '58.0378'}, '2010-03-05': {'RSI': '49.2341'}, '2010-02-26': {'RSI': '53.3163'}, '2010-02-19': {'RSI': '45.8574'}, '2010-02-12': {'RSI': '43.1315'}, '2010-02-05': {'RSI': '47.4297'}, '2010-01-29': {'RSI': '44.6367'}, '2010-01-22': {'RSI': '49.6485'}, '2010-01-15': {'RSI': '54.8403'}, '2010-01-08': {'RSI': '46.7318'}, '2009-12-31': {'RSI': '55.0753'}, '2009-12-24': {'RSI': '46.8478'}, '2009-12-18': {'RSI': '56.0935'}, '2009-12-11': {'RSI': '56.0935'}, '2009-12-04': {'RSI': '54.7038'}, '2009-11-27': {'RSI': '59.4519'}, '2009-11-20': {'RSI': '61.5128'}, '2009-11-13': {'RSI': '74.7229'}, '2009-11-06': {'RSI': '67.5226'}, '2009-10-30': {'RSI': '53.8755'}, '2009-10-23': {'RSI': '62.2492'}, '2009-10-16': {'RSI': '58.6350'}, '2009-10-09': {'RSI': '54.5203'}, '2009-10-02': {'RSI': '66.7580'}, '2009-09-25': {'RSI': '72.9174'}, '2009-09-18': {'RSI': '75.7220'}, '2009-09-11': {'RSI': '74.6268'}, '2009-09-04': {'RSI': '71.6838'}, '2009-08-28': {'RSI': '69.9199'}, '2009-08-21': {'RSI': '72.1651'}, '2009-08-14': {'RSI': '73.3876'}, '2009-08-07': {'RSI': '61.2317'}, '2009-07-31': {'RSI': '54.0419'}, '2009-07-24': {'RSI': '53.6117'}, '2009-07-17': {'RSI': '49.3400'}, '2009-07-10': {'RSI': '47.6272'}, '2009-07-02': {'RSI': '51.1583'}, '2009-06-26': {'RSI': '55.2746'}, '2009-06-19': {'RSI': '53.2431'}, '2009-06-12': {'RSI': '55.5125'}, '2009-06-05': {'RSI': '56.2279'}, '2009-05-29': {'RSI': '55.7142'}, '2009-05-22': {'RSI': '66.2602'}, '2009-05-15': {'RSI': '64.2303'}, '2009-05-08': {'RSI': '56.8942'}, '2009-05-01': {'RSI': '63.7903'}, '2009-04-24': {'RSI': '59.7293'}, '2009-04-17': {'RSI': '57.1873'}, '2009-04-09': {'RSI': '64.1110'}, '2009-04-03': {'RSI': '68.4253'}, '2009-03-27': {'RSI': '65.3751'}, '2009-03-20': {'RSI': '65.1878'}, '2009-03-13': {'RSI': '54.4303'}, '2009-03-06': {'RSI': '37.3815'}, '2009-02-27': {'RSI': '38.4871'}, '2009-02-20': {'RSI': '42.4274'}, '2009-02-13': {'RSI': '47.7768'}, '2009-02-06': {'RSI': '48.0978'}, '2009-01-30': {'RSI': '52.8965'}, '2009-01-23': {'RSI': '46.8516'}, '2009-01-16': {'RSI': '51.5523'}, '2009-01-09': {'RSI': '48.7771'}, '2009-01-02': {'RSI': '33.5468'}, '2008-12-26': {'RSI': '35.7005'}, '2008-12-19': {'RSI': '36.6370'}, '2008-12-12': {'RSI': '34.3048'}, '2008-12-05': {'RSI': '32.4360'}, '2008-11-28': {'RSI': '35.7238'}, '2008-11-21': {'RSI': '41.8751'}, '2008-11-14': {'RSI': '43.9908'}, '2008-11-07': {'RSI': '42.2398'}, '2008-10-31': {'RSI': '28.9042'}, '2008-10-24': {'RSI': '25.8214'}, '2008-10-17': {'RSI': '25.8227'}, '2008-10-10': {'RSI': '30.0421'}, '2008-10-03': {'RSI': '37.6595'}, '2008-09-26': {'RSI': '46.3023'}, '2008-09-19': {'RSI': '42.3342'}, '2008-09-12': {'RSI': '46.1762'}, '2008-09-05': {'RSI': '55.1921'}, '2008-08-29': {'RSI': '64.6564'}, '2008-08-22': {'RSI': '56.6191'}, '2008-08-15': {'RSI': '45.4606'}, '2008-08-08': {'RSI': '45.8143'}, '2008-08-01': {'RSI': '52.8439'}, '2008-07-25': {'RSI': '49.1479'}, '2008-07-18': {'RSI': '40.7955'}, '2008-07-11': {'RSI': '30.5254'}, '2008-07-03': {'RSI': '34.2706'}, '2008-06-27': {'RSI': '35.3871'}, '2008-06-20': {'RSI': '42.1907'}, '2008-06-13': {'RSI': '43.9178'}, '2008-06-06': {'RSI': '45.5978'}, '2008-05-30': {'RSI': '48.9695'}, '2008-05-23': {'RSI': '45.3313'}, '2008-05-16': {'RSI': '46.8338'}, '2008-05-09': {'RSI': '49.1813'}, '2008-05-02': {'RSI': '56.1465'}, '2008-04-25': {'RSI': '44.9921'}, '2008-04-18': {'RSI': '43.1323'}, '2008-04-11': {'RSI': '45.9302'}, '2008-04-04': {'RSI': '48.7719'}, '2008-03-28': {'RSI': '40.4777'}, '2008-03-20': {'RSI': '38.6910'}, '2008-03-14': {'RSI': '40.8986'}, '2008-03-07': {'RSI': '49.5636'}, '2008-02-29': {'RSI': '46.8834'}, '2008-02-22': {'RSI': '45.4336'}, '2008-02-15': {'RSI': '49.0483'}, '2008-02-08': {'RSI': '43.9660'}, '2008-02-01': {'RSI': '18.5744'}, '2008-01-25': {'RSI': '12.0530'}, '2008-01-18': {'RSI': '13.0740'}, '2008-01-11': {'RSI': '14.9100'}, '2008-01-04': {'RSI': '15.0003'}, '2007-12-28': {'RSI': '14.5346'}, '2007-12-21': {'RSI': '6.7137'}, '2007-12-14': {'RSI': '8.8598'}, '2007-12-07': {'RSI': '11.0940'}, '2007-11-30': {'RSI': '13.5551'}, '2007-11-23': {'RSI': '11.6654'}, '2007-11-16': {'RSI': '12.9381'}, '2007-11-09': {'RSI': '13.8444'}, '2007-11-02': {'RSI': '15.8428'}, '2007-10-26': {'RSI': '16.7097'}, '2007-10-19': {'RSI': '16.7510'}, '2007-10-12': {'RSI': '17.4901'}, '2007-10-05': {'RSI': '19.9979'}, '2007-09-28': {'RSI': '22.3068'}, '2007-09-21': {'RSI': '17.7563'}, '2007-09-14': {'RSI': '22.5007'}, '2007-09-07': {'RSI': '17.6720'}, '2007-08-31': {'RSI': '14.3483'}, '2007-08-24': {'RSI': '10.5536'}, '2007-08-17': {'RSI': '10.8206'}, '2007-08-10': {'RSI': '17.7859'}, '2007-08-03': {'RSI': '47.6194'}, '2007-07-27': {'RSI': '48.4051'}, '2007-07-20': {'RSI': '47.6195'}, '2007-07-13': {'RSI': '50.3596'}, '2007-07-06': {'RSI': '46.1899'}, '2007-06-29': {'RSI': '40.9850'}, '2007-06-22': {'RSI': '38.1545'}, '2007-06-15': {'RSI': '36.6810'}, '2007-06-08': {'RSI': '39.2029'}, '2007-06-01': {'RSI': '37.2619'}, '2007-05-25': {'RSI': '42.5614'}, '2007-05-18': {'RSI': '42.5614'}, '2007-05-11': {'RSI': '57.9738'}, '2007-05-04': {'RSI': '52.8518'}, '2007-04-27': {'RSI': '48.5701'}, '2007-04-20': {'RSI': '42.7709'}, '2007-04-13': {'RSI': '34.2719'}, '2007-04-05': {'RSI': '33.5234'}, '2007-03-30': {'RSI': '34.9416'}, '2007-03-23': {'RSI': '29.8101'}, '2007-03-16': {'RSI': '36.0991'}, '2007-03-09': {'RSI': '41.4891'}, '2007-03-02': {'RSI': '44.7254'}, '2007-02-23': {'RSI': '49.7109'}, '2007-02-16': {'RSI': '58.5166'}, '2007-02-09': {'RSI': '54.6564'}, '2007-02-02': {'RSI': '53.6929'}, '2007-01-26': {'RSI': '56.4031'}, '2007-01-19': {'RSI': '52.0462'}, '2007-01-12': {'RSI': '52.0462'}, '2007-01-05': {'RSI': '59.2391'}, '2006-12-29': {'RSI': '64.5954'}, '2006-12-22': {'RSI': '64.3943'}, '2006-12-15': {'RSI': '58.6479'}, '2006-12-08': {'RSI': '55.2250'}, '2006-12-01': {'RSI': '51.6208'}, '2006-11-24': {'RSI': '47.0145'}, '2006-11-17': {'RSI': '57.7335'}, '2006-11-10': {'RSI': '56.3558'}, '2006-11-03': {'RSI': '55.0366'}, '2006-10-27': {'RSI': '59.0525'}, '2006-10-20': {'RSI': '56.1745'}, '2006-10-13': {'RSI': '58.7771'}, '2006-10-06': {'RSI': '56.7143'}, '2006-09-29': {'RSI': '61.9451'}, '2006-09-22': {'RSI': '55.6545'}, '2006-09-15': {'RSI': '49.2150'}, '2006-09-08': {'RSI': '45.3223'}, '2006-09-01': {'RSI': '45.0058'}, '2006-08-25': {'RSI': '40.6805'}, '2006-08-18': {'RSI': '39.1420'}, '2006-08-11': {'RSI': '32.8745'}, '2006-08-04': {'RSI': '43.8476'}, '2006-07-28': {'RSI': '46.7058'}, '2006-07-21': {'RSI': '32.2535'}, '2006-07-14': {'RSI': '35.2660'}, '2006-07-07': {'RSI': '39.8072'}, '2006-06-30': {'RSI': '39.0638'}, '2006-06-23': {'RSI': '41.1636'}, '2006-06-16': {'RSI': '43.6763'}, '2006-06-09': {'RSI': '50.7740'}, '2006-06-02': {'RSI': '52.4202'}, '2006-05-26': {'RSI': '45.8471'}, '2006-05-19': {'RSI': '46.3077'}, '2006-05-12': {'RSI': '52.7463'}, '2006-05-05': {'RSI': '59.9731'}, '2006-04-28': {'RSI': '50.3111'}, '2006-04-21': {'RSI': '49.5084'}, '2006-04-13': {'RSI': '71.7659'}, '2006-04-07': {'RSI': '66.2120'}, '2006-03-31': {'RSI': '61.1913'}, '2006-03-24': {'RSI': '59.8585'}, '2006-03-17': {'RSI': '61.8714'}, '2006-03-10': {'RSI': '57.7828'}, '2006-03-03': {'RSI': '59.9525'}, '2006-02-24': {'RSI': '60.2921'}, '2006-02-17': {'RSI': '59.2535'}, '2006-02-10': {'RSI': '58.0690'}, '2006-02-03': {'RSI': '63.3146'}, '2006-01-27': {'RSI': '50.6427'}, '2006-01-20': {'RSI': '46.7823'}, '2006-01-13': {'RSI': '47.9887'}, '2006-01-06': {'RSI': '43.8160'}, '2005-12-30': {'RSI': '51.7574'}, '2005-12-23': {'RSI': '61.9262'}, '2005-12-16': {'RSI': '85.0460'}, '2005-12-09': {'RSI': '82.6222'}, '2005-12-02': {'RSI': '72.9294'}, '2005-11-25': {'RSI': '73.6138'}, '2005-11-18': {'RSI': '62.9860'}, '2005-11-11': {'RSI': '44.7127'}, '2005-11-04': {'RSI': '48.1644'}, '2005-10-28': {'RSI': '48.1572'}, '2005-10-21': {'RSI': '50.0411'}, '2005-10-14': {'RSI': '61.5628'}, '2005-10-07': {'RSI': '60.5355'}, '2005-09-30': {'RSI': '60.0623'}, '2005-09-23': {'RSI': '54.2442'}, '2005-09-16': {'RSI': '54.7325'}, '2005-09-09': {'RSI': '46.7524'}, '2005-09-02': {'RSI': '46.1754'}, '2005-08-26': {'RSI': '46.6302'}, '2005-08-19': {'RSI': '50.6725'}, '2005-08-12': {'RSI': '52.0256'}, '2005-08-05': {'RSI': '53.3066'}, '2005-07-29': {'RSI': '47.4881'}, '2005-07-22': {'RSI': '48.2090'}, '2005-07-15': {'RSI': '59.6109'}, '2005-07-08': {'RSI': '58.3442'}, '2005-07-01': {'RSI': '57.1343'}, '2005-06-24': {'RSI': '61.6840'}, '2005-06-17': {'RSI': '65.8326'}, '2005-06-10': {'RSI': '55.6260'}, '2005-06-03': {'RSI': '57.6659'}, '2005-05-27': {'RSI': '56.2210'}, '2005-05-20': {'RSI': '59.5116'}, '2005-05-13': {'RSI': '60.9383'}, '2005-05-06': {'RSI': '62.9764'}, '2005-04-29': {'RSI': '43.3744'}, '2005-04-22': {'RSI': '46.5920'}, '2005-04-15': {'RSI': '48.2010'}, '2005-04-08': {'RSI': '46.5394'}, '2005-04-01': {'RSI': '41.0978'}, '2005-03-24': {'RSI': '48.4073'}, '2005-03-18': {'RSI': '41.3456'}, '2005-03-11': {'RSI': '47.1544'}, '2005-03-04': {'RSI': '49.9994'}, '2005-02-25': {'RSI': '57.2535'}, '2005-02-18': {'RSI': '65.8520'}, '2005-02-11': {'RSI': '68.9590'}, '2005-02-04': {'RSI': '61.1899'}, '2005-01-28': {'RSI': '63.3521'}, '2005-01-21': {'RSI': '59.4869'}, '2005-01-14': {'RSI': '61.4306'}, '2005-01-07': {'RSI': '66.9426'}, '2004-12-31': {'RSI': '66.1619'}, '2004-12-23': {'RSI': '64.1796'}, '2004-12-17': {'RSI': '71.7509'}, '2004-12-10': {'RSI': '70.8672'}, '2004-12-03': {'RSI': '65.3366'}, '2004-11-26': {'RSI': '52.7533'}, '2004-11-19': {'RSI': '60.1718'}, '2004-11-12': {'RSI': '50.0586'}, '2004-11-05': {'RSI': '39.2043'}, '2004-10-29': {'RSI': '38.7248'}, '2004-10-22': {'RSI': '36.9344'}, '2004-10-15': {'RSI': '42.2065'}, '2004-10-08': {'RSI': '43.9912'}, '2004-10-01': {'RSI': '45.4319'}, '2004-09-24': {'RSI': '45.5433'}, '2004-09-17': {'RSI': '48.0774'}, '2004-09-10': {'RSI': '40.6466'}, '2004-09-03': {'RSI': '41.2847'}, '2004-08-27': {'RSI': '41.8764'}, '2004-08-20': {'RSI': '42.4236'}, '2004-08-13': {'RSI': '40.3180'}, '2004-08-06': {'RSI': '19.7829'}, '2004-07-30': {'RSI': '25.9920'}, '2004-07-23': {'RSI': '29.1997'}, '2004-07-16': {'RSI': '34.7066'}, '2004-07-09': {'RSI': '34.7066'}, '2004-07-02': {'RSI': '41.4627'}, '2004-06-25': {'RSI': '39.3996'}, '2004-06-18': {'RSI': '40.4229'}, '2004-06-10': {'RSI': '33.5934'}, '2004-06-04': {'RSI': '34.7336'}, '2004-05-28': {'RSI': '37.6944'}, '2004-05-21': {'RSI': '38.0185'}, '2004-05-14': {'RSI': '39.3901'}, '2004-05-07': {'RSI': '39.5327'}, '2004-04-30': {'RSI': '43.0390'}, '2004-04-23': {'RSI': '69.4137'}, '2004-04-16': {'RSI': '66.4602'}, '2004-04-08': {'RSI': '64.8526'}, '2004-04-02': {'RSI': '58.1770'}, '2004-03-26': {'RSI': '74.6624'}, '2004-03-19': {'RSI': '76.6966'}, '2004-03-12': {'RSI': '76.3486'}, '2004-03-05': {'RSI': '59.7678'}, '2004-02-27': {'RSI': '56.8055'}, '2004-02-20': {'RSI': '58.3523'}, '2004-02-13': {'RSI': '56.4862'}, '2004-02-06': {'RSI': '59.2152'}, '2004-01-30': {'RSI': '57.1175'}, '2004-01-23': {'RSI': '54.5458'}, '2004-01-16': {'RSI': '48.4788'}, '2004-01-09': {'RSI': '46.8836'}, '2004-01-02': {'RSI': '53.0422'}, '2003-12-26': {'RSI': '51.4613'}, '2003-12-19': {'RSI': '54.5610'}, '2003-12-12': {'RSI': '51.5291'}, '2003-12-05': {'RSI': '51.1379'}, '2003-11-28': {'RSI': '59.0775'}, '2003-11-21': {'RSI': '51.7956'}, '2003-11-14': {'RSI': '65.4145'}, '2003-11-07': {'RSI': '64.1078'}, '2003-10-31': {'RSI': '66.6577'}, '2003-10-24': {'RSI': '69.9989'}, '2003-10-17': {'RSI': '66.6097'}, '2003-10-10': {'RSI': '74.1484'}, '2003-10-03': {'RSI': '57.1910'}, '2003-09-26': {'RSI': '48.8617'}, '2003-09-19': {'RSI': '47.9247'}, '2003-09-12': {'RSI': '59.3424'}, '2003-09-05': {'RSI': '64.4775'}, '2003-08-29': {'RSI': '70.8436'}, '2003-08-22': {'RSI': '77.2504'}, '2003-08-15': {'RSI': '74.5915'}, '2003-08-08': {'RSI': '74.2910'}, '2003-08-01': {'RSI': '73.4430'}, '2003-07-25': {'RSI': '80.1874'}, '2003-07-18': {'RSI': '78.6289'}, '2003-07-11': {'RSI': '77.5703'}, '2003-07-03': {'RSI': '66.3034'}, '2003-06-27': {'RSI': '75.3925'}, '2003-06-20': {'RSI': '65.9368'}, '2003-06-13': {'RSI': '68.0280'}, '2003-06-06': {'RSI': '63.0131'}, '2003-05-30': {'RSI': '76.6879'}, '2003-05-23': {'RSI': '65.8489'}, '2003-05-16': {'RSI': '59.2981'}, '2003-05-09': {'RSI': '67.0104'}, '2003-05-02': {'RSI': '65.8098'}, '2003-04-25': {'RSI': '64.6520'}, '2003-04-17': {'RSI': '59.7444'}, '2003-04-11': {'RSI': '60.3731'}, '2003-04-04': {'RSI': '52.2303'}, '2003-03-28': {'RSI': '42.8327'}, '2003-03-21': {'RSI': '45.8788'}, '2003-03-14': {'RSI': '43.4665'}, '2003-03-07': {'RSI': '35.0393'}, '2003-02-28': {'RSI': '35.0393'}, '2003-02-21': {'RSI': '45.2604'}, '2003-02-14': {'RSI': '44.6795'}, '2003-02-07': {'RSI': '40.1026'}, '2003-01-31': {'RSI': '54.9290'}, '2003-01-24': {'RSI': '54.9290'}, '2003-01-17': {'RSI': '52.4752'}, '2003-01-10': {'RSI': '50.0265'}, '2003-01-03': {'RSI': '57.4912'}, '2002-12-27': {'RSI': '50.8970'}, '2002-12-20': {'RSI': '50.8970'}, '2002-12-13': {'RSI': '50.8970'}, '2002-12-06': {'RSI': '63.7758'}, '2002-11-29': {'RSI': '64.3621'}, '2002-11-22': {'RSI': '58.9245'}, '2002-11-15': {'RSI': '61.5665'}, '2002-11-08': {'RSI': '51.8519'}, '2002-11-01': {'RSI': '51.8519'}, '2002-10-25': {'RSI': '54.0658'}, '2002-10-18': {'RSI': '53.7100'}, '2002-10-11': {'RSI': '46.6438'}, '2002-10-04': {'RSI': '42.4849'}, '2002-09-27': {'RSI': '49.8249'}, '2002-09-20': {'RSI': '49.4506'}, '2002-09-13': {'RSI': '54.9882'}, '2002-09-06': {'RSI': '54.9882'}, '2002-08-30': {'RSI': '60.0739'}, '2002-08-23': {'RSI': '57.8166'}, '2002-08-16': {'RSI': '57.8166'}, '2002-08-09': {'RSI': '58.4110'}, '2002-08-02': {'RSI': '48.3808'}, '2002-07-26': {'RSI': '60.5937'}, '2002-07-19': {'RSI': '47.0120'}, '2002-07-12': {'RSI': '52.5713'}, '2002-07-05': {'RSI': '63.9070'}, '2002-06-28': {'RSI': '62.4495'}, '2002-06-21': {'RSI': '73.0718'}, '2002-06-14': {'RSI': '70.8398'}, '2002-06-07': {'RSI': '69.7100'}, '2002-05-31': {'RSI': '77.8543'}, '2002-05-24': {'RSI': '77.2154'}, '2002-05-17': {'RSI': '78.7488'}, '2002-05-10': {'RSI': '72.1000'}, '2002-05-03': {'RSI': '54.9899'}, '2002-04-26': {'RSI': '49.8657'}, '2002-04-19': {'RSI': '55.5583'}, '2002-04-12': {'RSI': '53.1516'}, '2002-04-05': {'RSI': '47.5251'}, '2002-03-28': {'RSI': '53.2847'}, '2002-03-22': {'RSI': '54.3628'}, '2002-03-15': {'RSI': '54.3628'}, '2002-03-08': {'RSI': '59.5165'}, '2002-03-01': {'RSI': '52.0531'}, '2002-02-22': {'RSI': '59.4512'}, '2002-02-15': {'RSI': '62.0990'}, '2002-02-08': {'RSI': '52.5991'}, '2002-02-01': {'RSI': '50.3595'}, '2002-01-25': {'RSI': '60.6810'}, '2002-01-18': {'RSI': '45.6400'}, '2002-01-11': {'RSI': '45.6400'}, '2002-01-04': {'RSI': '50.3173'}, '2001-12-28': {'RSI': '45.2692'}, '2001-12-21': {'RSI': '45.2692'}, '2001-12-14': {'RSI': '47.4383'}, '2001-12-07': {'RSI': '51.4303'}, '2001-11-30': {'RSI': '47.9245'}, '2001-11-23': {'RSI': '49.5334'}, '2001-11-16': {'RSI': '47.9610'}, '2001-11-09': {'RSI': '46.4598'}, '2001-11-02': {'RSI': '47.3824'}, '2001-10-26': {'RSI': '45.7668'}, '2001-10-19': {'RSI': '45.7668'}, '2001-10-12': {'RSI': '45.7668'}, '2001-10-05': {'RSI': '45.7668'}, '2001-09-28': {'RSI': '48.7107'}, '2001-09-21': {'RSI': '52.7851'}, '2001-09-10': {'RSI': '48.9414'}, '2001-09-07': {'RSI': '47.9887'}, '2001-08-31': {'RSI': '46.1812'}, '2001-08-24': {'RSI': '50.0986'}, '2001-08-17': {'RSI': '46.3289'}, '2001-08-10': {'RSI': '54.5532'}, '2001-08-03': {'RSI': '49.3133'}, '2001-07-27': {'RSI': '52.6227'}, '2001-07-20': {'RSI': '50.3747'}, '2001-07-13': {'RSI': '63.5907'}, '2001-07-06': {'RSI': '73.3130'}, '2001-06-29': {'RSI': '69.8756'}, '2001-06-22': {'RSI': '80.5921'}, '2001-06-15': {'RSI': '75.5791'}, '2001-06-08': {'RSI': '65.4786'}, '2001-06-01': {'RSI': '60.2023'}, '2001-05-25': {'RSI': '56.2690'}, '2001-05-18': {'RSI': '59.0497'}, '2001-05-11': {'RSI': '58.2239'}, '2001-05-04': {'RSI': '54.9537'}, '2001-04-27': {'RSI': '51.9944'}, '2001-04-20': {'RSI': '61.0128'}, '2001-04-12': {'RSI': '47.0896'}, '2001-04-06': {'RSI': '54.1723'}, '2001-03-30': {'RSI': '54.1723'}, '2001-03-23': {'RSI': '60.2936'}, '2001-03-16': {'RSI': '58.1664'}, '2001-03-09': {'RSI': '53.8841'}, '2001-03-02': {'RSI': '64.2415'}, '2001-02-23': {'RSI': '57.5230'}, '2001-02-16': {'RSI': '43.0876'}, '2001-02-09': {'RSI': '49.3807'}, '2001-02-02': {'RSI': '54.7814'}, '2001-01-26': {'RSI': '56.2581'}, '2001-01-19': {'RSI': '48.3664'}, '2001-01-12': {'RSI': '41.2496'}, '2001-01-05': {'RSI': '49.3983'}, '2000-12-29': {'RSI': '49.3983'}, '2000-12-22': {'RSI': '39.7590'}, '2000-12-15': {'RSI': '41.5543'}, '2000-12-08': {'RSI': '43.1406'}, '2000-12-01': {'RSI': '41.1177'}, '2000-11-24': {'RSI': '45.9439'}, '2000-11-17': {'RSI': '49.5854'}, '2000-11-10': {'RSI': '41.3836'}, '2000-11-03': {'RSI': '44.5835'}, '2000-10-27': {'RSI': '40.4386'}, '2000-10-20': {'RSI': '31.1719'}, '2000-10-13': {'RSI': '33.5186'}, '2000-10-06': {'RSI': '35.9547'}, '2000-09-29': {'RSI': '41.3662'}, '2000-09-22': {'RSI': '26.4145'}, '2000-09-15': {'RSI': '38.0614'}, '2000-09-08': {'RSI': '31.2398'}, '2000-09-01': {'RSI': '31.2398'}, '2000-08-25': {'RSI': '24.5049'}, '2000-08-18': {'RSI': '26.8739'}, '2000-08-11': {'RSI': '32.5355'}, '2000-08-04': {'RSI': '34.1681'}, '2000-07-28': {'RSI': '35.7573'}, '2000-07-21': {'RSI': '32.9506'}, '2000-07-14': {'RSI': '37.3842'}, '2000-07-07': {'RSI': '31.8692'}, '2000-06-30': {'RSI': '34.6129'}, '2000-06-23': {'RSI': '31.8678'}, '2000-06-16': {'RSI': '35.8245'}, '2000-06-09': {'RSI': '38.6672'}, '2000-06-02': {'RSI': '33.9503'}, '2000-05-26': {'RSI': '29.0386'}, '2000-05-19': {'RSI': '30.0523'}, '2000-05-12': {'RSI': '32.0502'}, '2000-05-05': {'RSI': '33.0305'}, '2000-04-28': {'RSI': '33.9809'}, '2000-04-20': {'RSI': '33.9809'}, '2000-04-14': {'RSI': '36.5066'}, '2000-04-07': {'RSI': '44.4584'}, '2000-03-31': {'RSI': '52.1217'}, '2000-03-24': {'RSI': '58.1340'}, '2000-03-17': {'RSI': '50.4119'}, '2000-03-10': {'RSI': '47.5072'}, '2000-03-03': {'RSI': '37.6456'}, '2000-02-25': {'RSI': '35.8523'}, '2000-02-18': {'RSI': '36.8050'}, '2000-02-11': {'RSI': '33.6038'}, '2000-02-04': {'RSI': '36.9752'}, '2000-01-28': {'RSI': '38.7234'}, '2000-01-21': {'RSI': '36.0000'}}}\n",
      "{'Meta Data': {'1: Symbol': 'AAA', '2: Indicator': 'Relative Strength Index (RSI)', '3: Last Refreshed': '2021-06-14', '4: Interval': 'weekly', '5: Time Period': 10, '6: Series Type': 'close', '7: Time Zone': 'US/Eastern Time'}, 'Technical Analysis: RSI': {'2021-06-14': {'RSI': '59.7626'}, '2021-06-11': {'RSI': '59.7626'}, '2021-06-04': {'RSI': '55.4591'}, '2021-05-28': {'RSI': '51.0638'}, '2021-05-21': {'RSI': '54.5200'}, '2021-05-14': {'RSI': '51.5699'}, '2021-05-07': {'RSI': '46.9219'}, '2021-04-30': {'RSI': '54.0820'}, '2021-04-23': {'RSI': '55.7452'}, '2021-04-16': {'RSI': '57.3320'}, '2021-04-09': {'RSI': '57.3320'}, '2021-04-01': {'RSI': '55.2693'}, '2021-03-26': {'RSI': '54.4778'}, '2021-03-19': {'RSI': '61.8671'}, '2021-03-12': {'RSI': '60.2496'}, '2021-03-05': {'RSI': '62.6409'}, '2021-02-26': {'RSI': '56.5035'}, '2021-02-19': {'RSI': '72.8525'}, '2021-02-12': {'RSI': '71.6208'}, '2021-02-05': {'RSI': '77.9900'}, '2021-01-29': {'RSI': '76.3839'}, '2021-01-22': {'RSI': '81.0798'}, '2021-01-15': {'RSI': '78.2751'}, '2021-01-08': {'RSI': '72.5121'}, '2020-12-31': {'RSI': '72.5121'}, '2020-12-24': {'RSI': '72.1640'}, '2020-12-18': {'RSI': '71.1373'}, '2020-12-11': {'RSI': '69.0847'}, '2020-12-04': {'RSI': '68.0627'}, '2020-11-27': {'RSI': '65.8264'}}}\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
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'SlowK': '46.7981'}, '2020-07-17': {'SlowD': '28.1429', 'SlowK': '34.2702'}, '2020-07-10': {'SlowD': '28.5224', 'SlowK': '18.1945'}, '2020-07-02': {'SlowD': '42.0859', 'SlowK': '31.9640'}, '2020-06-26': {'SlowD': '55.3913', 'SlowK': '35.4089'}, '2020-06-19': {'SlowD': '72.8248', 'SlowK': '58.8848'}, '2020-06-12': {'SlowD': '82.1895', 'SlowK': '71.8801'}, '2020-06-05': {'SlowD': '86.8974', 'SlowK': '87.7094'}, '2020-05-29': {'SlowD': '82.2496', 'SlowK': '86.9790'}, '2020-05-22': {'SlowD': '78.7858', 'SlowK': '86.0039'}, '2020-05-15': {'SlowD': '76.3934', 'SlowK': '73.7658'}, '2020-05-08': {'SlowD': '81.2539', 'SlowK': '76.5878'}, '2020-05-01': {'SlowD': '79.2886', 'SlowK': '78.8268'}, '2020-04-24': {'SlowD': '69.2853', 'SlowK': '88.3473'}, '2020-04-17': {'SlowD': '48.0337', 'SlowK': '70.6917'}, '2020-04-09': {'SlowD': '31.4088', 'SlowK': '48.8171'}, '2020-04-03': {'SlowD': '20.1774', 'SlowK': '24.5923'}, '2020-03-27': {'SlowD': '21.7499', 'SlowK': '20.8171'}, '2020-03-20': {'SlowD': 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{'SlowD': '69.1489', 'SlowK': '75.6663'}, '2019-11-08': {'SlowD': '56.8666', 'SlowK': '65.1562'}, '2019-11-01': {'SlowD': '45.3203', 'SlowK': '66.6243'}, '2019-10-25': {'SlowD': '27.6186', 'SlowK': '38.8194'}, '2019-10-18': {'SlowD': '22.7180', 'SlowK': '30.5171'}, '2019-10-11': {'SlowD': '21.3336', 'SlowK': '13.5191'}, '2019-10-04': {'SlowD': '28.9335', 'SlowK': '24.1178'}, '2019-09-27': {'SlowD': '36.1422', 'SlowK': '26.3638'}, '2019-09-20': {'SlowD': '41.1219', 'SlowK': '36.3187'}, '2019-09-13': {'SlowD': '47.9611', 'SlowK': '45.7442'}, '2019-09-06': {'SlowD': '50.4580', 'SlowK': '41.3028'}, '2019-08-30': {'SlowD': '54.2715', 'SlowK': '56.8364'}, '2019-08-23': {'SlowD': '45.5290', 'SlowK': '53.2347'}, '2019-08-16': {'SlowD': '37.0286', 'SlowK': '52.7434'}, '2019-08-09': {'SlowD': '34.8903', 'SlowK': '30.6090'}, '2019-08-02': {'SlowD': '44.3938', 'SlowK': '27.7334'}, '2019-07-26': {'SlowD': '60.3895', 'SlowK': '46.3286'}, '2019-07-19': {'SlowD': '71.1686', 'SlowK': '59.1195'}, '2019-07-12': {'SlowD': '71.2160', 'SlowK': '75.7205'}, '2019-07-05': {'SlowD': '56.9755', 'SlowK': '78.6659'}, '2019-06-28': {'SlowD': '34.8097', 'SlowK': '59.2617'}, '2019-06-21': {'SlowD': '24.3226', 'SlowK': '32.9990'}, '2019-06-14': {'SlowD': '28.5008', 'SlowK': '12.1684'}}}\n",
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{'SlowD': '44.3571', 'SlowK': '26.1814'}, '2008-07-03': {'SlowD': '57.4764', 'SlowK': '50.4034'}, '2008-06-27': {'SlowD': '64.5418', 'SlowK': '56.4866'}, '2008-06-20': {'SlowD': '69.1245', 'SlowK': '65.5391'}, '2008-06-13': {'SlowD': '63.6017', 'SlowK': '71.5997'}, '2008-06-06': {'SlowD': '45.1561', 'SlowK': '70.2347'}, '2008-05-30': {'SlowD': '23.0289', 'SlowK': '48.9707'}, '2008-05-23': {'SlowD': '6.9969', 'SlowK': '16.2631'}, '2008-05-16': {'SlowD': '3.2255', 'SlowK': '3.8530'}}}\n"
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'2019-07-12': {'SlowK': '89.6055', 'SlowD': '87.2745'}, '2019-07-05': {'SlowK': '88.0002', 'SlowD': '87.2166'}, '2019-06-28': {'SlowK': '84.2177', 'SlowD': '87.3675'}, '2019-06-21': {'SlowK': '89.4320', 'SlowD': '84.6222'}, '2019-06-14': {'SlowK': '88.4528', 'SlowD': '77.4090'}, '2019-06-07': {'SlowK': '75.9819', 'SlowD': '71.8889'}, '2019-05-31': {'SlowK': '67.7924', 'SlowD': '75.0227'}, '2019-05-24': {'SlowK': '71.8925', 'SlowD': '79.9717'}, '2019-05-17': {'SlowK': '85.3831', 'SlowD': '75.0658'}, '2019-05-10': {'SlowK': '82.6394', 'SlowD': '58.7495'}, '2019-05-03': {'SlowK': '57.1749', 'SlowD': '36.8146'}, '2019-04-26': {'SlowK': '36.4341', 'SlowD': '27.9745'}, '2019-04-18': {'SlowK': '16.8349', 'SlowD': '31.4733'}, '2019-04-12': {'SlowK': '30.6545', 'SlowD': '51.0519'}, '2019-04-05': {'SlowK': '46.9306', 'SlowD': '66.7547'}, '2019-03-29': {'SlowK': '75.5706', 'SlowD': '78.9612'}, '2019-03-22': {'SlowK': '77.7629', 'SlowD': '80.6746'}, '2019-03-15': {'SlowK': '83.5502', 'SlowD': 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'2017-03-17': {'SlowK': '0.0000', 'SlowD': '0.0000'}, '2017-03-10': {'SlowK': '0.0000', 'SlowD': '0.0000'}, '2017-03-03': {'SlowK': '0.0000', 'SlowD': '0.0000'}, '2017-02-24': {'SlowK': '0.0000', 'SlowD': '0.0000'}, '2017-02-17': {'SlowK': '0.0000', 'SlowD': '0.0000'}, '2017-02-10': {'SlowK': '0.0000', 'SlowD': '0.0000'}, '2017-02-03': {'SlowK': '0.0000', 'SlowD': '0.0000'}, '2017-01-27': {'SlowK': '0.0000', 'SlowD': '0.0000'}, '2017-01-20': {'SlowK': '0.0000', 'SlowD': '0.0000'}, '2017-01-13': {'SlowK': '0.0000', 'SlowD': '0.0000'}, '2017-01-06': {'SlowK': '0.0000', 'SlowD': '0.0000'}, '2016-12-30': {'SlowK': '0.0000', 'SlowD': '0.0000'}, '2016-12-23': {'SlowK': '0.0000', 'SlowD': '0.0000'}, '2016-12-16': {'SlowK': '0.0000', 'SlowD': '0.0000'}, '2016-12-09': {'SlowK': '0.0000', 'SlowD': '0.0000'}, '2016-12-02': {'SlowK': '0.0000', 'SlowD': '0.0000'}, '2016-11-25': {'SlowK': '0.0000', 'SlowD': '0.0000'}, '2016-11-18': {'SlowK': '0.0000', 'SlowD': '0.0000'}, '2016-11-11': {'SlowK': 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'SlowD': '36.6667'}, '2000-09-29': {'SlowK': '45.0000', 'SlowD': '44.2593'}, '2000-09-22': {'SlowK': '38.3333', 'SlowD': '39.2593'}, '2000-09-15': {'SlowK': '49.4444', 'SlowD': '35.7407'}, '2000-09-08': {'SlowK': '30.0000', 'SlowD': '27.5926'}, '2000-09-01': {'SlowK': '27.7778', 'SlowD': '25.9407'}, '2000-08-25': {'SlowK': '25.0000', 'SlowD': '25.0296'}, '2000-08-18': {'SlowK': '25.0444', 'SlowD': '24.1333'}, '2000-08-11': {'SlowK': '25.0444', 'SlowD': '25.8000'}, '2000-08-04': {'SlowK': '22.3111', 'SlowD': '25.9852'}, '2000-07-28': {'SlowK': '30.0444', 'SlowD': '29.6593'}, '2000-07-21': {'SlowK': '25.6000', 'SlowD': '26.3111'}, '2000-07-14': {'SlowK': '33.3333', 'SlowD': '27.7778'}, '2000-07-07': {'SlowK': '20.0000', 'SlowD': '30.5556'}, '2000-06-30': {'SlowK': '30.0000', 'SlowD': '41.8152'}, '2000-06-23': {'SlowK': '41.6667', 'SlowD': '46.0379'}, '2000-06-16': {'SlowK': '53.7791', 'SlowD': '40.4256'}, '2000-06-09': {'SlowK': '42.6680', 'SlowD': '28.8273'}, '2000-06-02': {'SlowK': '24.8299', 'SlowD': '20.1920'}, '2000-05-26': {'SlowK': '18.9841', 'SlowD': '16.4008'}, '2000-05-19': {'SlowK': '16.7619', 'SlowD': '13.2358'}, '2000-05-12': {'SlowK': '13.4564', 'SlowD': '11.1820'}, '2000-05-05': {'SlowK': '9.4892', 'SlowD': '11.3569'}, '2000-04-28': {'SlowK': '10.6003', 'SlowD': '17.6433'}, '2000-04-20': {'SlowK': '13.9812', 'SlowD': '29.4853'}, '2000-04-14': {'SlowK': '28.3484', 'SlowD': '42.9160'}, '2000-04-07': {'SlowK': '46.1262', 'SlowD': '57.1133'}, '2000-03-31': {'SlowK': '54.2735', 'SlowD': '64.3192'}, '2000-03-24': {'SlowK': '70.9402', 'SlowD': '67.0233'}, '2000-03-17': {'SlowK': '67.7438', 'SlowD': '57.5052'}, '2000-03-10': {'SlowK': '62.3859', 'SlowD': '42.7106'}, '2000-03-03': {'SlowK': '42.3859', 'SlowD': '28.6525'}, '2000-02-25': {'SlowK': '23.3600', 'SlowD': '19.1913'}, '2000-02-18': {'SlowK': '20.2116', 'SlowD': '16.0720'}, '2000-02-11': {'SlowK': '14.0021', 'SlowD': '14.6707'}, '2000-02-04': {'SlowK': '14.0021', 'SlowD': '17.4068'}, '2000-01-28': {'SlowK': '16.0080', 'SlowD': '27.0873'}, '2000-01-21': {'SlowK': '22.2104', 'SlowD': '34.5268'}, '2000-01-14': {'SlowK': '43.0437', 'SlowD': '37.4217'}, '2000-01-07': {'SlowK': '38.3262', 'SlowD': '29.0936'}}}\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'Meta Data': {'1: Symbol': 'AAA', '2: Indicator': 'Stochastic (STOCH)', '3: Last Refreshed': '2021-06-14', '4: Interval': 'weekly', '5.1: FastK Period': 5, '5.2: SlowK Period': 3, '5.3: SlowK MA Type': 0, '5.4: SlowD Period': 3, '5.5: SlowD MA Type': 0, '6: Time Zone': 'US/Eastern Time'}, 'Technical Analysis: STOCH': {'2021-06-14': {'SlowK': '57.6295', 'SlowD': '41.7685'}, '2021-06-11': {'SlowK': '37.7050', 'SlowD': '30.0633'}, '2021-06-04': {'SlowK': '29.9711', 'SlowD': '23.0972'}, '2021-05-28': {'SlowK': '22.5137', 'SlowD': '18.6515'}, '2021-05-21': {'SlowK': '16.8066', 'SlowD': '20.2931'}, '2021-05-14': {'SlowK': '16.6341', 'SlowD': '28.7690'}, '2021-05-07': {'SlowK': '27.4386', 'SlowD': '40.5214'}, '2021-04-30': {'SlowK': '42.2342', 'SlowD': '47.7114'}, '2021-04-23': {'SlowK': '51.8914', 'SlowD': '46.9408'}, '2021-04-16': {'SlowK': '49.0087', 'SlowD': '44.4950'}, '2021-04-09': {'SlowK': '39.9223', 'SlowD': '43.5689'}, '2021-04-01': {'SlowK': '44.5539', 'SlowD': '47.3789'}, '2021-03-26': {'SlowK': '46.2304', 'SlowD': '47.3292'}, '2021-03-19': {'SlowK': '51.3524', 'SlowD': '47.5844'}, '2021-03-12': {'SlowK': '44.4049', 'SlowD': '46.3399'}, '2021-03-05': {'SlowK': '46.9959', 'SlowD': '48.8002'}, '2021-02-26': {'SlowK': '47.6190', 'SlowD': '53.2999'}, '2021-02-19': {'SlowK': '51.7857', 'SlowD': '62.2455'}, '2021-02-12': {'SlowK': '60.4950', 'SlowD': '73.3455'}, '2021-02-05': {'SlowK': '74.4557', 'SlowD': '80.4783'}, '2021-01-29': {'SlowK': '85.0857', 'SlowD': '83.2978'}, '2021-01-22': {'SlowK': '81.8934', 'SlowD': '84.1893'}, '2021-01-15': {'SlowK': '82.9142', 'SlowD': '88.6797'}, '2021-01-08': {'SlowK': '87.7604', 'SlowD': '92.8558'}, '2020-12-31': {'SlowK': '95.3644', 'SlowD': '95.4165'}, '2020-12-24': {'SlowK': '95.4425', 'SlowD': '96.4260'}, '2020-12-18': {'SlowK': '95.4425', 'SlowD': '97.3279'}, '2020-12-11': {'SlowK': '98.3929', 'SlowD': '98.2297'}, '2020-12-04': {'SlowK': '98.1481', 'SlowD': '90.7627'}, '2020-11-27': {'SlowK': '98.1481', 'SlowD': '82.3685'}, '2020-11-20': {'SlowK': '75.9918', 'SlowD': '70.6540'}, '2020-11-13': {'SlowK': '72.9656', 'SlowD': '64.5960'}}}\n"
     ]
    }
   ],
   "source": [
    "#list of dictionnaries mapped this way symbol : data\n",
    "stepone_rsi = {symbol:None for symbol in available_stocks_list}\n",
    "stepone_cci = {symbol:None for symbol in available_stocks_list}\n",
    "stepone_aroon = {symbol:None for symbol in available_stocks_list}\n",
    "stepone_ema = {symbol:None for symbol in available_stocks_list}\n",
    "stepone_macd = {symbol:None for symbol in available_stocks_list}\n",
    "stepone_stoch = {symbol:None for symbol in available_stocks_list}\n",
    "# a list of all indices dictionanires in order to automate certain jobs for instance joining dataframes by symbol\n",
    "clean_indices = [stepone_aroon, stepone_cci, stepone_ema, stepone_macd, stepone_rsi, stepone_stoch]\n",
    "# an empty dictionnary \n",
    "joined_symbols = {symbol:None for symbol in available_stocks_list}\n",
    "\n",
    "stock_prices = {symbol:None for symbol in available_stocks_list}\n",
    "# This function will take stocks transform them from json to df,  \n",
    "# store them,  and then save them in CSV format\n",
    "def preprocess_stocks_prices():\n",
    "    # Read raw data\n",
    "    raw_data = pickle.load(open(\"retrieve_update/src/data/stocks/stock_prices.pickle\", \"rb\"))\n",
    "    for symbol in raw_data:    \n",
    "        # removing Meta-data \n",
    "        (raw_data[symbol]).pop('Meta Data',  None)\n",
    "        # get the JSON object containing the prices\n",
    "        x, raw_data[symbol] = raw_data[symbol].popitem()\n",
    "        for date in raw_data[symbol]:\n",
    "                for value in raw_data[symbol][date]:\n",
    "                    #transform strings into float values\n",
    "                    raw_data[symbol][date][value] = float(raw_data[symbol][date][value])\n",
    "        #Create Dataframe from dictionnary and replace the JSON object by dataframe in raw data Json Object\n",
    "        raw_data[symbol] = (pd.DataFrame.from_dict(raw_data[symbol])).transpose()\n",
    "        # The most important \"feature\" in our data is prices \n",
    "        # if corrupted prices are found this may affect the process of plotting or model trainin\n",
    "        # In order to avoid any prolems an exception will be trigered \n",
    "        try:\n",
    "            clean_helper(raw_data[symbol])\n",
    "        except CorruptedFields:\n",
    "            print(\"\"\"Corrupted Fields detected please relaunch the program \n",
    "            or contact the Admin error occured on {} \"\"\".format(symbol))\n",
    "        #keep stock_prices dictionnary containing symbol -> dataframe representing symbols for later-use\n",
    "        stock_prices[symbol] = raw_data[symbol]\n",
    "        raw_data[symbol].to_csv(\"clean_preprocess/data_warehouse/stocks/{}_clean.csv\".format(symbol))\n",
    "        #isplay(raw_data[symbol])\n",
    "\n",
    "\n",
    "        \n",
    "def preprocess_rsi():\n",
    "    data = pickle.load(open(\"retrieve_update/src/data/indices/rsi_index.pickle\", \"rb\"))\n",
    "    for symbol in data:\n",
    "        print(data[symbol])\n",
    "        (data[symbol]).pop('Meta Data',  None)\n",
    "        x, data[symbol] = data[symbol].popitem()\n",
    "        for obj in data[symbol]:\n",
    "            for value in data[symbol][obj]:\n",
    "                data[symbol][obj][value] = float( data[symbol][obj][value]) \n",
    "        stepone_rsi[symbol] = pd.DataFrame.from_dict(data[symbol]).transpose()\n",
    "        #normalize date for all dataframes\n",
    "        stepone_rsi[symbol].index = [x[0:10] for x in stepone_rsi[symbol].index.values.tolist()]\n",
    "        #display(stepone_ema[symbol])\n",
    "        \n",
    "def preprocess_cci():\n",
    "    data = pickle.load(open(\"retrieve_update/src/data/indices/cci_index.pickle\", \"rb\"))\n",
    "    for symbol in data:  \n",
    "        (data[symbol]).pop('Meta Data',  None)\n",
    "        x, data[symbol] = data[symbol].popitem()\n",
    "        for obj in data[symbol]:\n",
    "            for value in data[symbol][obj]:\n",
    "                data[symbol][obj][value] = float( data[symbol][obj][value])            \n",
    "        stepone_cci[symbol] = pd.DataFrame.from_dict(data[symbol]).transpose()\n",
    "        #normalize date for all dataframes\n",
    "        stepone_cci[symbol].index = [x[0:10] for x in stepone_cci[symbol].index.values.tolist()]\n",
    "        #display(stepone_cci[symbol])\n",
    "\n",
    "    \n",
    "def preprocess_aroon():\n",
    "    data = pickle.load(open(\"retrieve_update/src/data/indices/aroon_index.pickle\", \"rb\"))\n",
    "    for symbol in data:  \n",
    "        (data[symbol]).pop('Meta Data',  None)\n",
    "        x, data[symbol] = data[symbol].popitem()\n",
    "        for obj in data[symbol]:\n",
    "            for value in data[symbol][obj]:\n",
    "                data[symbol][obj][value] = float( data[symbol][obj][value])            \n",
    "        stepone_aroon[symbol] = pd.DataFrame.from_dict(data[symbol]).transpose()\n",
    "        #normalize date for all dataframes\n",
    "        stepone_aroon[symbol].index = [x[0:10] for x in stepone_aroon[symbol].index.values.tolist()]\n",
    "        #display(stepone_aroon[symbol])\n",
    "    \n",
    "    \n",
    "def preprocess_ema():\n",
    "    data = pickle.load(open(\"retrieve_update/src/data/indices/ema_index.pickle\", \"rb\"))\n",
    "    for symbol in data:  \n",
    "        (data[symbol]).pop('Meta Data',  None)\n",
    "        x, data[symbol] = data[symbol].popitem()\n",
    "        for obj in data[symbol]:\n",
    "            for value in data[symbol][obj]:\n",
    "                data[symbol][obj][value] = float( data[symbol][obj][value])            \n",
    "        stepone_ema[symbol] = pd.DataFrame.from_dict(data[symbol]).transpose()\n",
    "        #normalize date for all dataframes\n",
    "        stepone_ema[symbol].index = [x[0:10] for x in stepone_ema[symbol].index.values.tolist()]\n",
    "        #display(stepone_ema[symbol])\n",
    "def preprocess_macd():\n",
    "    data = pickle.load(open(\"retrieve_update/src/data/indices/macd_index.pickle\", \"rb\"))\n",
    "    for symbol in data:  \n",
    "        (data[symbol]).pop('Meta Data',  None)\n",
    "        x, data[symbol] = data[symbol].popitem()\n",
    "        for obj in data[symbol]:\n",
    "            for value in data[symbol][obj]:\n",
    "                data[symbol][obj][value] = float( data[symbol][obj][value])            \n",
    "        stepone_macd[symbol] = pd.DataFrame.from_dict(data[symbol]).transpose()\n",
    "        #normalize date for all dataframes\n",
    "        stepone_macd[symbol].index = [x[0:10] for x in stepone_macd[symbol].index.values.tolist()]\n",
    "        #display(stepone_macd[symbol])\n",
    "        \n",
    "def preprocess_stoch():\n",
    "    data = pickle.load(open(\"retrieve_update/src/data/indices/stochastic_index.pickle\", \"rb\"))\n",
    "    for symbol in data:  \n",
    "        print(data[symbol])\n",
    "        (data[symbol]).pop('Meta Data',  None)\n",
    "        x, data[symbol] = data[symbol].popitem()\n",
    "        for obj in data[symbol]:\n",
    "            for value in data[symbol][obj]:\n",
    "                data[symbol][obj][value] = float( data[symbol][obj][value])            \n",
    "        stepone_stoch[symbol] = pd.DataFrame.from_dict(data[symbol]).transpose()\n",
    "        #normalize date for all dataframes\n",
    "        stepone_stoch[symbol].index = [x[0:10] for x in stepone_stoch[symbol].index.values.tolist()]\n",
    "        #display(stepone_stoch[symbol])\n",
    "\n",
    "    \n",
    "def stepone_preprocess_all():\n",
    "    preprocess_stocks_prices()\n",
    "    preprocess_rsi()\n",
    "    preprocess_cci()\n",
    "    preprocess_aroon()\n",
    "    preprocess_ema()\n",
    "    preprocess_macd()\n",
    "    preprocess_stoch()\n",
    "    \n",
    "def normalize_date():\n",
    "    pass\n",
    "\n",
    "def join_data():\n",
    "    for index in clean_indices:\n",
    "        for symbol in index:\n",
    "            if(joined_symbols[symbol] is None):\n",
    "                joined_symbols[symbol] = index[symbol]\n",
    "            else:\n",
    "                joined_symbols[symbol] = pd.concat([index[symbol], joined_symbols[symbol]], axis = 1)\n",
    "def join_indices_and_prices():\n",
    "    for symbol in stock_prices:\n",
    "        #left join indices and stocks prices\n",
    "        joined_symbols[symbol] = (joined_symbols[symbol]).\\\n",
    "        merge(stock_prices[symbol], left_index = True, right_index = True, how = 'left')\n",
    "\n",
    "        \n",
    "\n",
    "    \n",
    "                \n",
    "stepone_preprocess_all()\n",
    "join_data()\n",
    "join_indices_and_prices()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## As a second part of preprocessing we will need to deal with NaN values and make a cleaning strategy\n",
    ">> ### The first intuition is to drop columns with NaN values\n",
    ">> ### otherwise we could fill them following a strategy using the astonishing improvement made by Mr MeeseeksMachine and released on github under this source https://github.com/pandas-dev/pandas/blob/v1.2.4/pandas/core/frame.py#L4452-L4469,  the contribution added fillna() method which helps filling the gap with multiple intelligent strategies,  I would have prefered a method to fill it with the average/ median between 1 to n previous and next cells. I may consider making this improvement myself and make a pull request\n",
    ">> ### However for simplicity and the good amount of data we have we will just drop columns with NaN values."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {},
   "outputs": [],
   "source": [
    "def data_cleaning():\n",
    "    for symbol in joined_symbols:\n",
    "        joined_symbols[symbol] = joined_symbols[symbol].dropna(axis=0)\n",
    "        #joined_symbols[symbol] = joined_symbols[symbol].fillna(method = 'bfill', axis = 0)\n",
    "data_cleaning()\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## The final part is to label the data manually by adding a column \"trend\" and labeling the data by trend \n",
    ">> ### \"Up\"and \"down\" will refer to an augmentation/diminuation in the average price and \"Neutral\" will define a price still unchanged\n",
    ">> ### It's important to say if the price changed significally we will set it as a price trend the threshhold will be 0.005 in the price movement\n",
    ">> ### Due to warnings in pandas docs about iterating over Dataframes ( slowly and risky ) we will have to make a turnaround in order to be able to make a lable list "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Before tstarting the labeling process I remarked that there is a stock of an almost banckrupted company which is ADBN : Americana Distribution \n",
    ">> #### It's porbably going to be delisted from the swiss stock exchange so I'm going to get it off the traded stocks \n",
    ">> #### If I have enough time i'll see if I can make sure to take off automatically banckrupted firms\n",
    "### Also AAA is a new company,  it have listed its stocks on the market by the end of 2020 \n",
    "\n",
    "\n",
    ">> #### Both of the stocks will be unfortunately deleted from the traded stocks which will leave us with 14 traded stocks"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "metadata": {},
   "outputs": [],
   "source": [
    "joined_symbols.pop('ADBN')\n",
    "joined_symbols.pop('AAA')\n",
    "available_stocks_list.remove('ADBN')\n",
    "available_stocks_list.remove('AAA') "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## In this part we will prepare the data to be fed to the machine learning Algorithm so we need to label it into 3 classes Up,  down and neutral which will describe the average trend of the prices.  "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "metadata": {},
   "outputs": [],
   "source": [
    "def label_helper(x, y):\n",
    "    margin = (y-x)/y\n",
    "    if margin<0:\n",
    "        return -1\n",
    "    else:\n",
    "        return 1\n",
    "# To train a classification ML algorithm we need to have labels with this function \n",
    "# we will ensure labeling to 2 classes Up(Overbought) ,  down(Oversold) respectively 1, -1\n",
    "# The labels are integers so ML algorithms could easily process them\n",
    "def label_data():\n",
    "    \n",
    "    label_list = [1]\n",
    "    for symbol in joined_symbols:\n",
    "        \n",
    "        df = pd.concat([joined_symbols[symbol]['1. open'], joined_symbols[symbol]['4. close']], axis = 1)\n",
    "        df['avg'] = df.mean(axis = 1)\n",
    "        avg_list = df['avg']\n",
    "        for i in range(0, avg_list.size-1):\n",
    "            label_list.append(label_helper(avg_list[i+1], avg_list[i]))\n",
    "        joined_symbols[symbol] = pd.concat([joined_symbols[symbol], pd.Series(label_list, \n",
    "                                    index = joined_symbols[symbol].index, name = \"Trend label\")], axis = 1)\n",
    "        label_list = [1]\n",
    "        \n",
    "        \n",
    "label_data()        "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### After having our data clean,  labeled and ready to be feeded to a Machine Learning Algorithm I'm going to persist under csv format a data warehouse "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Persist Data in datawarehouse\n",
    "for symbol in joined_symbols:\n",
    "    #display(joined_symbols[symbol])\n",
    "    joined_symbols[symbol].to_csv(\"clean_preprocess/data_warehouse/data_for_ML/{}_data.csv\".format(symbol), index = False)   "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## In order to help financials have an insight about the market another kind of data is useful,  being able to find highly correlated Pair(index,  stock) is actually a trading strategy \n",
    ">> ### In this part I'm going to use the Swiss National Bank Performance index for multiple fields and try to find a correlation with a stock I'm going to plot \n",
    ">> ### In Order to that I'm going to use a well known mathematical equation,  actually the best way to find correlation between two discrete variables is covariance,  correlation is the scaled version of covariance\n",
    ">> ### Before that a long benchmark had to be done comparing the 3 famous correlation indicators \n",
    ">> ### Those 3 correlation indicator's are Pearson,  Kendall and Spearman ratios \n",
    ">> ### each one has a use case depending on some aspects of the data.\n",
    ">> # **Since we can't make any assumptions about the data and it's hard to say that weekly data is linear we will use both spearman and pearman's correlation coefficient since financials are interested in data exploration rather than rigid truth**\n",
    ">> # The equation is simple and stated below \n",
    "$$  \\eta = \\frac{cov(X, Y)}{\\sigma(X)\\times \\sigma(Y)} $$\n",
    ">> ### Cov means the statistical covariance and sigma referes to the standard deviation the same equation applies for both correlation ratios,  for Spearman the variables are the ranks however for pearman's the cariable X and Y are the actual values"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>SPI Swiss Performance Index - Index total (including dividend reinvestment)</th>\n",
       "      <th>SPI Swiss Performance Index - Banks</th>\n",
       "      <th>SPI Swiss Performance Index - Financial services</th>\n",
       "      <th>SPI Swiss Performance Index - Insurance</th>\n",
       "      <th>SPI Swiss Performance Index - Food and beverages</th>\n",
       "      <th>SPI Swiss Performance Index - Health care</th>\n",
       "      <th>SPI Swiss Performance Index - Registered shares</th>\n",
       "      <th>SPI Swiss Performance Index - Bearer shares and participation certificates</th>\n",
       "      <th>SMI Swiss Market Index (excluding dividend reinvestment)</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>ALC</th>\n",
       "      <td>-0.371656</td>\n",
       "      <td>0.404965</td>\n",
       "      <td>-0.377618</td>\n",
       "      <td>0.08765</td>\n",
       "      <td>-0.482319</td>\n",
       "      <td>-0.515911</td>\n",
       "      <td>-0.290645</td>\n",
       "      <td>-0.605428</td>\n",
       "      <td>-0.286105</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>SIGN</th>\n",
       "      <td>0.555467</td>\n",
       "      <td>-0.11962</td>\n",
       "      <td>0.585978</td>\n",
       "      <td>0.557779</td>\n",
       "      <td>0.454539</td>\n",
       "      <td>0.555554</td>\n",
       "      <td>0.56845</td>\n",
       "      <td>0.50703</td>\n",
       "      <td>0.516897</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>CEVA</th>\n",
       "      <td>-0.790564</td>\n",
       "      <td>0.508604</td>\n",
       "      <td>-0.786169</td>\n",
       "      <td>-0.744825</td>\n",
       "      <td>-0.866162</td>\n",
       "      <td>-0.759802</td>\n",
       "      <td>-0.783335</td>\n",
       "      <td>-0.788974</td>\n",
       "      <td>-0.646175</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>MED</th>\n",
       "      <td>-0.819402</td>\n",
       "      <td>0.707097</td>\n",
       "      <td>-0.768758</td>\n",
       "      <td>-0.587419</td>\n",
       "      <td>-0.913723</td>\n",
       "      <td>-0.842734</td>\n",
       "      <td>-0.786932</td>\n",
       "      <td>-0.883176</td>\n",
       "      <td>-0.633746</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>SENS</th>\n",
       "      <td>0.47782</td>\n",
       "      <td>-0.214731</td>\n",
       "      <td>0.460455</td>\n",
       "      <td>0.532923</td>\n",
       "      <td>0.480841</td>\n",
       "      <td>0.513256</td>\n",
       "      <td>0.465884</td>\n",
       "      <td>0.498964</td>\n",
       "      <td>0.403825</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>LAND</th>\n",
       "      <td>-0.215287</td>\n",
       "      <td>-0.407354</td>\n",
       "      <td>-0.215735</td>\n",
       "      <td>-0.29146</td>\n",
       "      <td>-0.176826</td>\n",
       "      <td>-0.15465</td>\n",
       "      <td>-0.229922</td>\n",
       "      <td>-0.162492</td>\n",
       "      <td>-0.143153</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>GALE</th>\n",
       "      <td>0.692217</td>\n",
       "      <td>-0.058631</td>\n",
       "      <td>0.653643</td>\n",
       "      <td>0.673917</td>\n",
       "      <td>0.674163</td>\n",
       "      <td>0.751348</td>\n",
       "      <td>0.68258</td>\n",
       "      <td>0.72063</td>\n",
       "      <td>0.704177</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>PLAN</th>\n",
       "      <td>-0.681305</td>\n",
       "      <td>0.371494</td>\n",
       "      <td>-0.681392</td>\n",
       "      <td>-0.437128</td>\n",
       "      <td>-0.519969</td>\n",
       "      <td>-0.543174</td>\n",
       "      <td>-0.68488</td>\n",
       "      <td>-0.492867</td>\n",
       "      <td>-0.628441</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>BRG</th>\n",
       "      <td>0.609717</td>\n",
       "      <td>-0.149496</td>\n",
       "      <td>0.640115</td>\n",
       "      <td>0.572693</td>\n",
       "      <td>0.592954</td>\n",
       "      <td>0.597233</td>\n",
       "      <td>0.599755</td>\n",
       "      <td>0.595699</td>\n",
       "      <td>0.464747</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>RARE</th>\n",
       "      <td>-0.272681</td>\n",
       "      <td>0.124716</td>\n",
       "      <td>-0.23291</td>\n",
       "      <td>-0.162568</td>\n",
       "      <td>-0.253963</td>\n",
       "      <td>-0.34514</td>\n",
       "      <td>-0.259143</td>\n",
       "      <td>-0.280071</td>\n",
       "      <td>-0.239502</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>ATRI</th>\n",
       "      <td>-0.88954</td>\n",
       "      <td>0.678264</td>\n",
       "      <td>-0.838679</td>\n",
       "      <td>-0.665527</td>\n",
       "      <td>-0.972814</td>\n",
       "      <td>-0.888874</td>\n",
       "      <td>-0.864631</td>\n",
       "      <td>-0.931081</td>\n",
       "      <td>-0.699799</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>BLIN</th>\n",
       "      <td>0.183758</td>\n",
       "      <td>0.109809</td>\n",
       "      <td>0.221089</td>\n",
       "      <td>0.155301</td>\n",
       "      <td>0.064409</td>\n",
       "      <td>0.149679</td>\n",
       "      <td>0.205202</td>\n",
       "      <td>0.132054</td>\n",
       "      <td>0.269463</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>ADXN</th>\n",
       "      <td>-0.331849</td>\n",
       "      <td>-0.129085</td>\n",
       "      <td>-0.419542</td>\n",
       "      <td>-0.322064</td>\n",
       "      <td>0.471722</td>\n",
       "      <td>0.120766</td>\n",
       "      <td>-0.386036</td>\n",
       "      <td>0.382486</td>\n",
       "      <td>-0.323901</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>AMS</th>\n",
       "      <td>0.436484</td>\n",
       "      <td>-0.227036</td>\n",
       "      <td>0.366201</td>\n",
       "      <td>0.379114</td>\n",
       "      <td>0.443244</td>\n",
       "      <td>0.431177</td>\n",
       "      <td>0.432027</td>\n",
       "      <td>0.420816</td>\n",
       "      <td>0.356462</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "     SPI Swiss Performance Index - Index total (including dividend reinvestment)  \\\n",
       "ALC                                           -0.371656                            \n",
       "SIGN                                           0.555467                            \n",
       "CEVA                                          -0.790564                            \n",
       "MED                                           -0.819402                            \n",
       "SENS                                            0.47782                            \n",
       "LAND                                          -0.215287                            \n",
       "GALE                                           0.692217                            \n",
       "PLAN                                          -0.681305                            \n",
       "BRG                                            0.609717                            \n",
       "RARE                                          -0.272681                            \n",
       "ATRI                                           -0.88954                            \n",
       "BLIN                                           0.183758                            \n",
       "ADXN                                          -0.331849                            \n",
       "AMS                                            0.436484                            \n",
       "\n",
       "     SPI Swiss Performance Index - Banks  \\\n",
       "ALC                             0.404965   \n",
       "SIGN                            -0.11962   \n",
       "CEVA                            0.508604   \n",
       "MED                             0.707097   \n",
       "SENS                           -0.214731   \n",
       "LAND                           -0.407354   \n",
       "GALE                           -0.058631   \n",
       "PLAN                            0.371494   \n",
       "BRG                            -0.149496   \n",
       "RARE                            0.124716   \n",
       "ATRI                            0.678264   \n",
       "BLIN                            0.109809   \n",
       "ADXN                           -0.129085   \n",
       "AMS                            -0.227036   \n",
       "\n",
       "     SPI Swiss Performance Index - Financial services  \\\n",
       "ALC                                         -0.377618   \n",
       "SIGN                                         0.585978   \n",
       "CEVA                                        -0.786169   \n",
       "MED                                         -0.768758   \n",
       "SENS                                         0.460455   \n",
       "LAND                                        -0.215735   \n",
       "GALE                                         0.653643   \n",
       "PLAN                                        -0.681392   \n",
       "BRG                                          0.640115   \n",
       "RARE                                         -0.23291   \n",
       "ATRI                                        -0.838679   \n",
       "BLIN                                         0.221089   \n",
       "ADXN                                        -0.419542   \n",
       "AMS                                          0.366201   \n",
       "\n",
       "     SPI Swiss Performance Index - Insurance  \\\n",
       "ALC                                  0.08765   \n",
       "SIGN                                0.557779   \n",
       "CEVA                               -0.744825   \n",
       "MED                                -0.587419   \n",
       "SENS                                0.532923   \n",
       "LAND                                -0.29146   \n",
       "GALE                                0.673917   \n",
       "PLAN                               -0.437128   \n",
       "BRG                                 0.572693   \n",
       "RARE                               -0.162568   \n",
       "ATRI                               -0.665527   \n",
       "BLIN                                0.155301   \n",
       "ADXN                               -0.322064   \n",
       "AMS                                 0.379114   \n",
       "\n",
       "     SPI Swiss Performance Index - Food and beverages  \\\n",
       "ALC                                         -0.482319   \n",
       "SIGN                                         0.454539   \n",
       "CEVA                                        -0.866162   \n",
       "MED                                         -0.913723   \n",
       "SENS                                         0.480841   \n",
       "LAND                                        -0.176826   \n",
       "GALE                                         0.674163   \n",
       "PLAN                                        -0.519969   \n",
       "BRG                                          0.592954   \n",
       "RARE                                        -0.253963   \n",
       "ATRI                                        -0.972814   \n",
       "BLIN                                         0.064409   \n",
       "ADXN                                         0.471722   \n",
       "AMS                                          0.443244   \n",
       "\n",
       "     SPI Swiss Performance Index - Health care  \\\n",
       "ALC                                  -0.515911   \n",
       "SIGN                                  0.555554   \n",
       "CEVA                                 -0.759802   \n",
       "MED                                  -0.842734   \n",
       "SENS                                  0.513256   \n",
       "LAND                                  -0.15465   \n",
       "GALE                                  0.751348   \n",
       "PLAN                                 -0.543174   \n",
       "BRG                                   0.597233   \n",
       "RARE                                  -0.34514   \n",
       "ATRI                                 -0.888874   \n",
       "BLIN                                  0.149679   \n",
       "ADXN                                  0.120766   \n",
       "AMS                                   0.431177   \n",
       "\n",
       "     SPI Swiss Performance Index - Registered shares  \\\n",
       "ALC                                        -0.290645   \n",
       "SIGN                                         0.56845   \n",
       "CEVA                                       -0.783335   \n",
       "MED                                        -0.786932   \n",
       "SENS                                        0.465884   \n",
       "LAND                                       -0.229922   \n",
       "GALE                                         0.68258   \n",
       "PLAN                                        -0.68488   \n",
       "BRG                                         0.599755   \n",
       "RARE                                       -0.259143   \n",
       "ATRI                                       -0.864631   \n",
       "BLIN                                        0.205202   \n",
       "ADXN                                       -0.386036   \n",
       "AMS                                         0.432027   \n",
       "\n",
       "     SPI Swiss Performance Index - Bearer shares and participation certificates  \\\n",
       "ALC                                           -0.605428                           \n",
       "SIGN                                            0.50703                           \n",
       "CEVA                                          -0.788974                           \n",
       "MED                                           -0.883176                           \n",
       "SENS                                           0.498964                           \n",
       "LAND                                          -0.162492                           \n",
       "GALE                                            0.72063                           \n",
       "PLAN                                          -0.492867                           \n",
       "BRG                                            0.595699                           \n",
       "RARE                                          -0.280071                           \n",
       "ATRI                                          -0.931081                           \n",
       "BLIN                                           0.132054                           \n",
       "ADXN                                           0.382486                           \n",
       "AMS                                            0.420816                           \n",
       "\n",
       "     SMI Swiss Market Index (excluding dividend reinvestment)  \n",
       "ALC                                           -0.286105        \n",
       "SIGN                                           0.516897        \n",
       "CEVA                                          -0.646175        \n",
       "MED                                           -0.633746        \n",
       "SENS                                           0.403825        \n",
       "LAND                                          -0.143153        \n",
       "GALE                                           0.704177        \n",
       "PLAN                                          -0.628441        \n",
       "BRG                                            0.464747        \n",
       "RARE                                          -0.239502        \n",
       "ATRI                                          -0.699799        \n",
       "BLIN                                           0.269463        \n",
       "ADXN                                          -0.323901        \n",
       "AMS                                            0.356462        "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Load SNB data from our data lake\n",
    "snb_data = pickle.load(open(SNB_FILENAME, \"rb\"))\n",
    "#Transform it into a dict\n",
    "snb_arrays = snb_data.to_dict(orient = 'list')\n",
    "#generate a dictionnary to fill with key : company symbol ,  value : dataframe of company's open price\n",
    "symbol_prices = {symbol:None for symbol in available_stocks_list}\n",
    "# in order to find correlations we need to observe open prices in the market\n",
    "def load_prices():\n",
    "    for symbol in available_stocks_list:\n",
    "        price_list = pd.read_csv(\"clean_preprocess/data_warehouse/stocks/{}_clean.csv\".format(symbol))[\"1. open\"]\n",
    "        symbol_prices[symbol] = price_list\n",
    "#find correlations indexes between an index and a company price and persist them\n",
    "def find_correlations():\n",
    "    #prepare dataframe to be filled\n",
    "    spearman_corr = pd.DataFrame(None, index = [w for w in symbol_prices], columns = [w for w in snb_arrays])\n",
    "    pearson_corr = pd.DataFrame(None, index = [w for w in symbol_prices], columns = [w for w in snb_arrays])\n",
    "    for symbol in symbol_prices:\n",
    "        for index in snb_arrays:\n",
    "            if(len(snb_arrays[index])>len(symbol_prices[symbol])):\n",
    "                #make sure that while finding correlations that we have the same data lenght\n",
    "                sublist = snb_arrays[index][-len(symbol_prices[symbol]):]\n",
    "                pearson_corr.at[(symbol, index)], y = scipy.stats.pearsonr(sublist, symbol_prices[symbol])\n",
    "                spearman_corr.at[symbol, index], y = scipy.stats.spearmanr(sublist, symbol_prices[symbol])\n",
    "            else:\n",
    "                #make sure that while finding correlations that we have the same data lenght\n",
    "                sublist = symbol_prices[symbol][-len(snb_arrays[index]):]\n",
    "                pearson_corr.at[(symbol, index)], y = scipy.stats.pearsonr(sublist, snb_arrays[index])\n",
    "                spearman_corr.at[symbol, index], y = scipy.stats.spearmanr(sublist, snb_arrays[index])\n",
    "    display(spearman_corr)\n",
    "    spearman_corr.to_csv(\"clean_preprocess/data_warehouse/data_for_dashboard/spearman_matrix.csv\")\n",
    "    pearson_corr.to_csv(\"clean_preprocess/data_warehouse/data_for_dashboard/pearson_matrix.csv\")\n",
    "load_prices()\n",
    "find_correlations()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# As from Now we have all our data cleaned,  preprocessed and ready for use\n",
    ">>## In this part we will give the user the ability to explore the companies balance sheets and cash flows insights \n",
    ">>## This part is restricted due to the low amount of Data that we have,  still this project will still be working if the data is updated or any other data sources are added ( for example preminium data from financial providers)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "metadata": {},
   "outputs": [],
   "source": [
    "## The Next cell will contain helper methods to prepare the data to be plotted.\n",
    "## For scalabilty purposes this part will be independent and will use raw data instead of Data warehouses"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "metadata": {},
   "outputs": [],
   "source": [
    "#a lambda function to clean the dataframe using applymap\n",
    "value_or_nan = lambda  x : int(x)/1000000 if str(x).isnumeric() else pd.NA \n",
    "#transform from dict to df with cleaning process and building a dataframe containing balance sheet\n",
    "def df_from_balance_sheet(data):\n",
    "    #prepare index list which is a date list\n",
    "    date_list = [w[\"fiscalDateEnding\"] for w in data]\n",
    "    #prepare columns names list \n",
    "    value_list = [\"total assets\", \"total liabilities\", \"current assets\"\\\n",
    "                , \"current liabilities\", \"inventory\", \"goodwill\"]\n",
    "    #inzitialise the dataframe with colmuns and index list \n",
    "    df = pd.DataFrame(None, index = date_list, columns = value_list)\n",
    "    #Fill the data frame\n",
    "    for key in data:\n",
    "        df.at[key[\"fiscalDateEnding\"], \"total assets\"] = key[\"totalAssets\"]\n",
    "        df.at[key[\"fiscalDateEnding\"], \"total liabilities\"] = key[\"totalLiabilities\"]\n",
    "        df.at[key[\"fiscalDateEnding\"], \"current assets\"] = key[\"totalNonCurrentAssets\"]\n",
    "        df.at[key[\"fiscalDateEnding\"], \"current liabilities\"] = key[\"totalCurrentLiabilities\"]\n",
    "        df.at[key[\"fiscalDateEnding\"], \"inventory\"] = key[\"inventory\"]\n",
    "        df.at[key[\"fiscalDateEnding\"], \"goodwill\"] = key[\"goodwill\"]\n",
    "    # clean and transform data to appropriate data type\n",
    "    df = df.applymap(value_or_nan)\n",
    "    # clean NaN values with threshhold 4\n",
    "    df = df.dropna(axis = 'index', thresh = 4)\n",
    "    df = df.dropna(axis = 'columns', thresh = 4)\n",
    "    return df\n",
    "\n",
    "def df_from_cash_flow(data):\n",
    "    #prepare index list which is a date list\n",
    "    date_list = [w[\"fiscalDateEnding\"] for w in data]\n",
    "    #prepare columns names list \n",
    "    value_list = [\"profit loss\", \"net income\", \"dividend payout\"]\n",
    "    #inzitialise the dataframe with colmuns and index list \n",
    "    df = pd.DataFrame(None, index = date_list, columns = value_list)\n",
    "    #Fill the data frame\n",
    "    for key in data:\n",
    "        df.at[key[\"fiscalDateEnding\"], \"profit/loss\"] = key[\"netIncome\"]\n",
    "        df.at[key[\"fiscalDateEnding\"], \"net income\"] = key[\"profitLoss\"]\n",
    "        df.at[key[\"fiscalDateEnding\"], \"dividend payout\"] = key[\"dividendPayout\"]\n",
    "    # clean and transform data to appropriate data type\n",
    "    df = df.applymap(value_or_nan)\n",
    "    # clean NaN values with threshhold 4\n",
    "    df = df.dropna(axis = 'index', thresh = 2)\n",
    "    df = df.dropna(axis = 'columns', thresh = 3)\n",
    "    return df\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "metadata": {},
   "outputs": [],
   "source": [
    "class CompanyFin:\n",
    "    \"\"\"\n",
    "    this class will contain all the data necessary for the company to be plotted in graphs\n",
    "    a class is requiered to keep track of each detail of the data,  dataframes don't work as good as classes\n",
    "    in this case we don't have homogenous data and we want always to keep metadata of the company\n",
    "    \"\"\"\n",
    "    # static attributes containing company's overview,  balance sheet and cashflow \n",
    "    # they are imported from the raw data\n",
    "    # they are important to build company's class,  all companies share theses attributes \n",
    "    # we could see it as a shared database among class instances \n",
    "    overview = pickle.load(open(\"retrieve_update/src/data/stocks/stock_overview.pickle\",  \"rb\"))\n",
    "    balance_sheet = pickle.load(open( \"retrieve_update/src/data/stocks/balance_sheet.pickle\",  \"rb\" ))\n",
    "    cash_flow = pickle.load(open(\"retrieve_update/src/data/stocks/cash_flow.pickle\",  \"rb\" ))\n",
    "    \n",
    "    def __init__(self,  symbol):\n",
    "        self.symbol = symbol\n",
    "        if(bool(CompanyFin.balance_sheet[symbol])):\n",
    "            simple_sheet = CompanyFin.balance_sheet[symbol][\"annualReports\"]\n",
    "            if(not df_from_balance_sheet(simple_sheet).empty):\n",
    "                 self.balance_sheet = df_from_balance_sheet(simple_sheet)\n",
    "            else:\n",
    "                 self.balance_sheet = None\n",
    "                    \n",
    "        else:\n",
    "            self.balance_sheet = None\n",
    "        \n",
    "        if(bool(CompanyFin.cash_flow[symbol])):\n",
    "            simple_flow = CompanyFin.cash_flow[symbol][\"annualReports\"]\n",
    "            if(not df_from_cash_flow(simple_flow).empty):\n",
    "                 self.cash_flow = df_from_cash_flow(simple_flow)\n",
    "            else:\n",
    "                self.cash_flow = None\n",
    "        else:\n",
    "            self.cash_flow = None\n",
    "            \n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "metadata": {},
   "outputs": [],
   "source": [
    "# A list holding company's objects filled with company's data\n",
    "companylist = []\n",
    "# function to create and append company's objects\n",
    "def generate_cmp_list():\n",
    "    for k in available_stocks_list:\n",
    "        c = CompanyFin(k)\n",
    "        companylist.append(c)\n",
    "\n",
    "generate_cmp_list()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Widget Javascript not detected.  It may not be installed or enabled properly.\n"
     ]
    },
    {
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      "text/html": [
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       "\n",
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       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>total assets</th>\n",
       "      <th>total liabilities</th>\n",
       "      <th>current assets</th>\n",
       "      <th>current liabilities</th>\n",
       "      <th>inventory</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>2016-12-31</th>\n",
       "      <td>121.216</td>\n",
       "      <td>25.200</td>\n",
       "      <td>19.919</td>\n",
       "      <td>24.421</td>\n",
       "      <td>18.311</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2017-12-31</th>\n",
       "      <td>145.929</td>\n",
       "      <td>37.348</td>\n",
       "      <td>20.731</td>\n",
       "      <td>37.140</td>\n",
       "      <td>19.328</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2018-12-31</th>\n",
       "      <td>169.429</td>\n",
       "      <td>60.323</td>\n",
       "      <td>20.930</td>\n",
       "      <td>60.323</td>\n",
       "      <td>38.888</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-12-31</th>\n",
       "      <td>194.653</td>\n",
       "      <td>89.821</td>\n",
       "      <td>40.502</td>\n",
       "      <td>79.388</td>\n",
       "      <td>48.771</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-12-31</th>\n",
       "      <td>276.084</td>\n",
       "      <td>118.838</td>\n",
       "      <td>41.770</td>\n",
       "      <td>111.350</td>\n",
       "      <td>53.392</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "            total assets  total liabilities  current assets  \\\n",
       "2016-12-31       121.216             25.200          19.919   \n",
       "2017-12-31       145.929             37.348          20.731   \n",
       "2018-12-31       169.429             60.323          20.930   \n",
       "2019-12-31       194.653             89.821          40.502   \n",
       "2020-12-31       276.084            118.838          41.770   \n",
       "\n",
       "            current liabilities  inventory  \n",
       "2016-12-31               24.421     18.311  \n",
       "2017-12-31               37.140     19.328  \n",
       "2018-12-31               60.323     38.888  \n",
       "2019-12-31               79.388     48.771  \n",
       "2020-12-31              111.350     53.392  "
      ]
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    {
     "data": {
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       "    }\n",
       "\n",
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       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>total assets</th>\n",
       "      <th>total liabilities</th>\n",
       "      <th>current assets</th>\n",
       "      <th>current liabilities</th>\n",
       "      <th>inventory</th>\n",
       "      <th>goodwill</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>2016-12-31</th>\n",
       "      <td>540.626</td>\n",
       "      <td>66.652</td>\n",
       "      <td>138.931</td>\n",
       "      <td>60.259</td>\n",
       "      <td>&lt;NA&gt;</td>\n",
       "      <td>&lt;NA&gt;</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2017-12-31</th>\n",
       "      <td>490.753</td>\n",
       "      <td>107.299</td>\n",
       "      <td>221.170</td>\n",
       "      <td>71.014</td>\n",
       "      <td>0.757</td>\n",
       "      <td>44.406</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2018-12-31</th>\n",
       "      <td>719.558</td>\n",
       "      <td>110.650</td>\n",
       "      <td>199.011</td>\n",
       "      <td>74.725</td>\n",
       "      <td>7.065</td>\n",
       "      <td>44.406</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-12-31</th>\n",
       "      <td>1135.496</td>\n",
       "      <td>481.732</td>\n",
       "      <td>259.226</td>\n",
       "      <td>103.300</td>\n",
       "      <td>11.546</td>\n",
       "      <td>44.406</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-12-31</th>\n",
       "      <td>1759.555</td>\n",
       "      <td>605.180</td>\n",
       "      <td>310.797</td>\n",
       "      <td>189.609</td>\n",
       "      <td>13.048</td>\n",
       "      <td>44.406</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "            total assets  total liabilities  current assets  \\\n",
       "2016-12-31       540.626             66.652         138.931   \n",
       "2017-12-31       490.753            107.299         221.170   \n",
       "2018-12-31       719.558            110.650         199.011   \n",
       "2019-12-31      1135.496            481.732         259.226   \n",
       "2020-12-31      1759.555            605.180         310.797   \n",
       "\n",
       "            current liabilities inventory goodwill  \n",
       "2016-12-31               60.259      <NA>     <NA>  \n",
       "2017-12-31               71.014     0.757   44.406  \n",
       "2018-12-31               74.725     7.065   44.406  \n",
       "2019-12-31              103.300    11.546   44.406  \n",
       "2020-12-31              189.609    13.048   44.406  "
      ]
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     "metadata": {},
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    }
   ],
   "source": [
    "interactive(True)\n",
    "%matplotlib tk\n",
    "\n",
    "# a function to take a dataframe of a company and it's symbol and plot it using tkinter GUI\n",
    "def display_by_company(df, symbol):\n",
    "    df = df[::-1]\n",
    "    display(df)\n",
    "    #ase = plt.subplots_adjust(left = 0.08,  bottom = 0.18,  right = 0.9,  top = 0.88,  wspace = 0.4,  hspace = 0.68)\n",
    "    df.plot(kind = 'bar', layout = (2, 3), subplots = True, figsize = (12, 12)\\\n",
    "            , xlabel = 'Year', ylabel = 'MCHF', title = \"Balance sheet of {}\".format(symbol), \\\n",
    "            sharey = False)\n",
    "# an event handler to deal with the drop list changes\n",
    "def dropdown_symbol_eventhandler(change):\n",
    "    company_symb = change.new\n",
    "    for c in companylist:\n",
    "        if c.symbol == change.new:\n",
    "            if(isinstance(c.balance_sheet,  pd.DataFrame)):\n",
    "                display_by_company(c.balance_sheet, c.symbol)\n",
    "            else:\n",
    "                print(\"No Available Data for {}\".format(c.symbol))\n",
    "            \n",
    "        \n",
    "        \n",
    "droplist = widgets.Dropdown(\n",
    "    options = available_stocks_list, \n",
    "    description = 'Compagnies symbol:'\n",
    ")\n",
    "droplist.observe(dropdown_symbol_eventhandler,  names = 'value')\n",
    "droplist"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Widget Javascript not detected.  It may not be installed or enabled properly.\n"
     ]
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
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    }
   ],
   "source": [
    "def display_by_company2(df, symbol):\n",
    "    df = df[::-1]\n",
    "    #ase = plt.subplots_adjust(left = 0.08,  bottom = 0.18,  right = 0.9,  top = 0.88,  wspace = 0.4,  hspace = 0.68)\n",
    "    df.plot(kind = 'bar', layout = (2, 3), subplots = True, figsize = (12, 12)\\\n",
    "            , xlabel = 'Year', ylabel = 'MCHF', title = \"Cash Flow of {}\".format(symbol),\\\n",
    "            sharey = False)\n",
    "    \n",
    "def dropdown_symbol_eventhandler2(change):\n",
    "    company_symb = change.new\n",
    "    for c in companylist:\n",
    "        if c.symbol == change.new:\n",
    "            if(isinstance(c.cash_flow,  pd.DataFrame)):\n",
    "                display_by_company2(c.cash_flow, c.symbol)\n",
    "            else:\n",
    "                print(\"No Available Data for {}\".format(c.symbol))\n",
    "            \n",
    "        \n",
    "        \n",
    "droplist = widgets.Dropdown(\n",
    "    options = available_stocks_list, \n",
    "    description = 'Compagnies symbol:'\n",
    ")\n",
    "droplist.observe(dropdown_symbol_eventhandler2,  names = 'value')\n",
    "droplist\n",
    "## only MED ,  LAND ,  ATRI and AMS have cash flow data"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## In this section we will highlight the most interesting aspects of correlations between stocks prices and SPI (swiss performance index) for multiple sectors in Switzerland  "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "#T_46de4_row0_col0,#T_46de4_row0_col1,#T_46de4_row0_col2,#T_46de4_row0_col3,#T_46de4_row0_col4,#T_46de4_row0_col5,#T_46de4_row0_col6,#T_46de4_row0_col7,#T_46de4_row0_col8,#T_46de4_row1_col0,#T_46de4_row1_col1,#T_46de4_row1_col2,#T_46de4_row1_col3,#T_46de4_row1_col4,#T_46de4_row1_col5,#T_46de4_row1_col6,#T_46de4_row1_col7,#T_46de4_row1_col8,#T_46de4_row2_col1,#T_46de4_row2_col3,#T_46de4_row2_col8,#T_46de4_row3_col1,#T_46de4_row3_col3,#T_46de4_row3_col8,#T_46de4_row4_col0,#T_46de4_row4_col1,#T_46de4_row4_col2,#T_46de4_row4_col3,#T_46de4_row4_col4,#T_46de4_row4_col5,#T_46de4_row4_col6,#T_46de4_row4_col7,#T_46de4_row4_col8,#T_46de4_row5_col0,#T_46de4_row5_col1,#T_46de4_row5_col2,#T_46de4_row5_col3,#T_46de4_row5_col4,#T_46de4_row5_col5,#T_46de4_row5_col6,#T_46de4_row5_col7,#T_46de4_row5_col8,#T_46de4_row6_col0,#T_46de4_row6_col1,#T_46de4_row6_col2,#T_46de4_row6_col3,#T_46de4_row6_col4,#T_46de4_row6_col6,#T_46de4_row6_col7,#T_46de4_row6_col8,#T_46de4_row7_col0,#T_46de4_row7_col1,#T_46de4_row7_col2,#T_46de4_row7_col3,#T_46de4_row7_col4,#T_46de4_row7_col5,#T_46de4_row7_col6,#T_46de4_row7_col7,#T_46de4_row7_col8,#T_46de4_row8_col0,#T_46de4_row8_col1,#T_46de4_row8_col2,#T_46de4_row8_col3,#T_46de4_row8_col4,#T_46de4_row8_col5,#T_46de4_row8_col6,#T_46de4_row8_col7,#T_46de4_row8_col8,#T_46de4_row9_col0,#T_46de4_row9_col1,#T_46de4_row9_col2,#T_46de4_row9_col3,#T_46de4_row9_col4,#T_46de4_row9_col5,#T_46de4_row9_col6,#T_46de4_row9_col7,#T_46de4_row9_col8,#T_46de4_row10_col1,#T_46de4_row10_col3,#T_46de4_row10_col8,#T_46de4_row11_col0,#T_46de4_row11_col1,#T_46de4_row11_col2,#T_46de4_row11_col3,#T_46de4_row11_col4,#T_46de4_row11_col5,#T_46de4_row11_col6,#T_46de4_row11_col7,#T_46de4_row11_col8,#T_46de4_row12_col0,#T_46de4_row12_col1,#T_46de4_row12_col2,#T_46de4_row12_col3,#T_46de4_row12_col4,#T_46de4_row12_col5,#T_46de4_row12_col6,#T_46de4_row12_col7,#T_46de4_row12_col8,#T_46de4_row13_col0,#T_46de4_row13_col1,#T_46de4_row13_col2,#T_46de4_row13_col3,#T_46de4_row13_col4,#T_46de4_row13_col5,#T_46de4_row13_col6,#T_46de4_row13_col7,#T_46de4_row13_col8{\n",
       "            padding:  20px;\n",
       "            border:  2px solid white;\n",
       "        }#T_46de4_row2_col0,#T_46de4_row2_col2,#T_46de4_row2_col4,#T_46de4_row2_col5,#T_46de4_row2_col6,#T_46de4_row2_col7,#T_46de4_row3_col0,#T_46de4_row3_col2,#T_46de4_row3_col4,#T_46de4_row3_col5,#T_46de4_row3_col6,#T_46de4_row3_col7,#T_46de4_row6_col5,#T_46de4_row10_col0,#T_46de4_row10_col2,#T_46de4_row10_col4,#T_46de4_row10_col5,#T_46de4_row10_col6,#T_46de4_row10_col7{\n",
       "            background-color:  green;\n",
       "             color:  white;\n",
       "            padding:  20px;\n",
       "            border:  2px solid white;\n",
       "        }</style><table id=\"T_46de4_\" ><caption>Spearman correlation ratio between SPI index and Stocks</caption><thead>    <tr>        <th class=\"blank level0\" ></th>        <th class=\"col_heading level0 col0\" >SPI Swiss Performance Index - Index total (including dividend reinvestment)</th>        <th class=\"col_heading level0 col1\" >SPI Swiss Performance Index - Banks</th>        <th class=\"col_heading level0 col2\" >SPI Swiss Performance Index - Financial services</th>        <th class=\"col_heading level0 col3\" >SPI Swiss Performance Index - Insurance</th>        <th class=\"col_heading level0 col4\" >SPI Swiss Performance Index - Food and beverages</th>        <th class=\"col_heading level0 col5\" >SPI Swiss Performance Index - Health care</th>        <th class=\"col_heading level0 col6\" >SPI Swiss Performance Index - Registered shares</th>        <th class=\"col_heading level0 col7\" >SPI Swiss Performance Index - Bearer shares and participation certificates</th>        <th class=\"col_heading level0 col8\" >SMI Swiss Market Index (excluding dividend reinvestment)</th>    </tr>    <tr>        <th class=\"index_name level0\" >Unnamed: 0</th>        <th class=\"blank\" ></th>        <th class=\"blank\" ></th>        <th class=\"blank\" ></th>        <th class=\"blank\" ></th>        <th class=\"blank\" ></th>        <th class=\"blank\" ></th>        <th class=\"blank\" ></th>        <th class=\"blank\" ></th>        <th class=\"blank\" ></th>    </tr></thead><tbody>\n",
       "                <tr>\n",
       "                        <th id=\"T_46de4_level0_row0\" class=\"row_heading level0 row0\" >ALC</th>\n",
       "                        <td id=\"T_46de4_row0_col0\" class=\"data row0 col0\" >-0.372</td>\n",
       "                        <td id=\"T_46de4_row0_col1\" class=\"data row0 col1\" >0.405</td>\n",
       "                        <td id=\"T_46de4_row0_col2\" class=\"data row0 col2\" >-0.378</td>\n",
       "                        <td id=\"T_46de4_row0_col3\" class=\"data row0 col3\" >0.088</td>\n",
       "                        <td id=\"T_46de4_row0_col4\" class=\"data row0 col4\" >-0.482</td>\n",
       "                        <td id=\"T_46de4_row0_col5\" class=\"data row0 col5\" >-0.516</td>\n",
       "                        <td id=\"T_46de4_row0_col6\" class=\"data row0 col6\" >-0.291</td>\n",
       "                        <td id=\"T_46de4_row0_col7\" class=\"data row0 col7\" >-0.605</td>\n",
       "                        <td id=\"T_46de4_row0_col8\" class=\"data row0 col8\" >-0.286</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_46de4_level0_row1\" class=\"row_heading level0 row1\" >SIGN</th>\n",
       "                        <td id=\"T_46de4_row1_col0\" class=\"data row1 col0\" >0.555</td>\n",
       "                        <td id=\"T_46de4_row1_col1\" class=\"data row1 col1\" >-0.120</td>\n",
       "                        <td id=\"T_46de4_row1_col2\" class=\"data row1 col2\" >0.586</td>\n",
       "                        <td id=\"T_46de4_row1_col3\" class=\"data row1 col3\" >0.558</td>\n",
       "                        <td id=\"T_46de4_row1_col4\" class=\"data row1 col4\" >0.455</td>\n",
       "                        <td id=\"T_46de4_row1_col5\" class=\"data row1 col5\" >0.556</td>\n",
       "                        <td id=\"T_46de4_row1_col6\" class=\"data row1 col6\" >0.568</td>\n",
       "                        <td id=\"T_46de4_row1_col7\" class=\"data row1 col7\" >0.507</td>\n",
       "                        <td id=\"T_46de4_row1_col8\" class=\"data row1 col8\" >0.517</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_46de4_level0_row2\" class=\"row_heading level0 row2\" >CEVA</th>\n",
       "                        <td id=\"T_46de4_row2_col0\" class=\"data row2 col0\" >-0.791</td>\n",
       "                        <td id=\"T_46de4_row2_col1\" class=\"data row2 col1\" >0.509</td>\n",
       "                        <td id=\"T_46de4_row2_col2\" class=\"data row2 col2\" >-0.786</td>\n",
       "                        <td id=\"T_46de4_row2_col3\" class=\"data row2 col3\" >-0.745</td>\n",
       "                        <td id=\"T_46de4_row2_col4\" class=\"data row2 col4\" >-0.866</td>\n",
       "                        <td id=\"T_46de4_row2_col5\" class=\"data row2 col5\" >-0.760</td>\n",
       "                        <td id=\"T_46de4_row2_col6\" class=\"data row2 col6\" >-0.783</td>\n",
       "                        <td id=\"T_46de4_row2_col7\" class=\"data row2 col7\" >-0.789</td>\n",
       "                        <td id=\"T_46de4_row2_col8\" class=\"data row2 col8\" >-0.646</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_46de4_level0_row3\" class=\"row_heading level0 row3\" >MED</th>\n",
       "                        <td id=\"T_46de4_row3_col0\" class=\"data row3 col0\" >-0.819</td>\n",
       "                        <td id=\"T_46de4_row3_col1\" class=\"data row3 col1\" >0.707</td>\n",
       "                        <td id=\"T_46de4_row3_col2\" class=\"data row3 col2\" >-0.769</td>\n",
       "                        <td id=\"T_46de4_row3_col3\" class=\"data row3 col3\" >-0.587</td>\n",
       "                        <td id=\"T_46de4_row3_col4\" class=\"data row3 col4\" >-0.914</td>\n",
       "                        <td id=\"T_46de4_row3_col5\" class=\"data row3 col5\" >-0.843</td>\n",
       "                        <td id=\"T_46de4_row3_col6\" class=\"data row3 col6\" >-0.787</td>\n",
       "                        <td id=\"T_46de4_row3_col7\" class=\"data row3 col7\" >-0.883</td>\n",
       "                        <td id=\"T_46de4_row3_col8\" class=\"data row3 col8\" >-0.634</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_46de4_level0_row4\" class=\"row_heading level0 row4\" >SENS</th>\n",
       "                        <td id=\"T_46de4_row4_col0\" class=\"data row4 col0\" >0.478</td>\n",
       "                        <td id=\"T_46de4_row4_col1\" class=\"data row4 col1\" >-0.215</td>\n",
       "                        <td id=\"T_46de4_row4_col2\" class=\"data row4 col2\" >0.460</td>\n",
       "                        <td id=\"T_46de4_row4_col3\" class=\"data row4 col3\" >0.533</td>\n",
       "                        <td id=\"T_46de4_row4_col4\" class=\"data row4 col4\" >0.481</td>\n",
       "                        <td id=\"T_46de4_row4_col5\" class=\"data row4 col5\" >0.513</td>\n",
       "                        <td id=\"T_46de4_row4_col6\" class=\"data row4 col6\" >0.466</td>\n",
       "                        <td id=\"T_46de4_row4_col7\" class=\"data row4 col7\" >0.499</td>\n",
       "                        <td id=\"T_46de4_row4_col8\" class=\"data row4 col8\" >0.404</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_46de4_level0_row5\" class=\"row_heading level0 row5\" >LAND</th>\n",
       "                        <td id=\"T_46de4_row5_col0\" class=\"data row5 col0\" >-0.215</td>\n",
       "                        <td id=\"T_46de4_row5_col1\" class=\"data row5 col1\" >-0.407</td>\n",
       "                        <td id=\"T_46de4_row5_col2\" class=\"data row5 col2\" >-0.216</td>\n",
       "                        <td id=\"T_46de4_row5_col3\" class=\"data row5 col3\" >-0.291</td>\n",
       "                        <td id=\"T_46de4_row5_col4\" class=\"data row5 col4\" >-0.177</td>\n",
       "                        <td id=\"T_46de4_row5_col5\" class=\"data row5 col5\" >-0.155</td>\n",
       "                        <td id=\"T_46de4_row5_col6\" class=\"data row5 col6\" >-0.230</td>\n",
       "                        <td id=\"T_46de4_row5_col7\" class=\"data row5 col7\" >-0.162</td>\n",
       "                        <td id=\"T_46de4_row5_col8\" class=\"data row5 col8\" >-0.143</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_46de4_level0_row6\" class=\"row_heading level0 row6\" >GALE</th>\n",
       "                        <td id=\"T_46de4_row6_col0\" class=\"data row6 col0\" >0.692</td>\n",
       "                        <td id=\"T_46de4_row6_col1\" class=\"data row6 col1\" >-0.059</td>\n",
       "                        <td id=\"T_46de4_row6_col2\" class=\"data row6 col2\" >0.654</td>\n",
       "                        <td id=\"T_46de4_row6_col3\" class=\"data row6 col3\" >0.674</td>\n",
       "                        <td id=\"T_46de4_row6_col4\" class=\"data row6 col4\" >0.674</td>\n",
       "                        <td id=\"T_46de4_row6_col5\" class=\"data row6 col5\" >0.751</td>\n",
       "                        <td id=\"T_46de4_row6_col6\" class=\"data row6 col6\" >0.683</td>\n",
       "                        <td id=\"T_46de4_row6_col7\" class=\"data row6 col7\" >0.721</td>\n",
       "                        <td id=\"T_46de4_row6_col8\" class=\"data row6 col8\" >0.704</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_46de4_level0_row7\" class=\"row_heading level0 row7\" >PLAN</th>\n",
       "                        <td id=\"T_46de4_row7_col0\" class=\"data row7 col0\" >-0.681</td>\n",
       "                        <td id=\"T_46de4_row7_col1\" class=\"data row7 col1\" >0.371</td>\n",
       "                        <td id=\"T_46de4_row7_col2\" class=\"data row7 col2\" >-0.681</td>\n",
       "                        <td id=\"T_46de4_row7_col3\" class=\"data row7 col3\" >-0.437</td>\n",
       "                        <td id=\"T_46de4_row7_col4\" class=\"data row7 col4\" >-0.520</td>\n",
       "                        <td id=\"T_46de4_row7_col5\" class=\"data row7 col5\" >-0.543</td>\n",
       "                        <td id=\"T_46de4_row7_col6\" class=\"data row7 col6\" >-0.685</td>\n",
       "                        <td id=\"T_46de4_row7_col7\" class=\"data row7 col7\" >-0.493</td>\n",
       "                        <td id=\"T_46de4_row7_col8\" class=\"data row7 col8\" >-0.628</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_46de4_level0_row8\" class=\"row_heading level0 row8\" >BRG</th>\n",
       "                        <td id=\"T_46de4_row8_col0\" class=\"data row8 col0\" >0.610</td>\n",
       "                        <td id=\"T_46de4_row8_col1\" class=\"data row8 col1\" >-0.149</td>\n",
       "                        <td id=\"T_46de4_row8_col2\" class=\"data row8 col2\" >0.640</td>\n",
       "                        <td id=\"T_46de4_row8_col3\" class=\"data row8 col3\" >0.573</td>\n",
       "                        <td id=\"T_46de4_row8_col4\" class=\"data row8 col4\" >0.593</td>\n",
       "                        <td id=\"T_46de4_row8_col5\" class=\"data row8 col5\" >0.597</td>\n",
       "                        <td id=\"T_46de4_row8_col6\" class=\"data row8 col6\" >0.600</td>\n",
       "                        <td id=\"T_46de4_row8_col7\" class=\"data row8 col7\" >0.596</td>\n",
       "                        <td id=\"T_46de4_row8_col8\" class=\"data row8 col8\" >0.465</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_46de4_level0_row9\" class=\"row_heading level0 row9\" >RARE</th>\n",
       "                        <td id=\"T_46de4_row9_col0\" class=\"data row9 col0\" >-0.273</td>\n",
       "                        <td id=\"T_46de4_row9_col1\" class=\"data row9 col1\" >0.125</td>\n",
       "                        <td id=\"T_46de4_row9_col2\" class=\"data row9 col2\" >-0.233</td>\n",
       "                        <td id=\"T_46de4_row9_col3\" class=\"data row9 col3\" >-0.163</td>\n",
       "                        <td id=\"T_46de4_row9_col4\" class=\"data row9 col4\" >-0.254</td>\n",
       "                        <td id=\"T_46de4_row9_col5\" class=\"data row9 col5\" >-0.345</td>\n",
       "                        <td id=\"T_46de4_row9_col6\" class=\"data row9 col6\" >-0.259</td>\n",
       "                        <td id=\"T_46de4_row9_col7\" class=\"data row9 col7\" >-0.280</td>\n",
       "                        <td id=\"T_46de4_row9_col8\" class=\"data row9 col8\" >-0.240</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_46de4_level0_row10\" class=\"row_heading level0 row10\" >ATRI</th>\n",
       "                        <td id=\"T_46de4_row10_col0\" class=\"data row10 col0\" >-0.890</td>\n",
       "                        <td id=\"T_46de4_row10_col1\" class=\"data row10 col1\" >0.678</td>\n",
       "                        <td id=\"T_46de4_row10_col2\" class=\"data row10 col2\" >-0.839</td>\n",
       "                        <td id=\"T_46de4_row10_col3\" class=\"data row10 col3\" >-0.666</td>\n",
       "                        <td id=\"T_46de4_row10_col4\" class=\"data row10 col4\" >-0.973</td>\n",
       "                        <td id=\"T_46de4_row10_col5\" class=\"data row10 col5\" >-0.889</td>\n",
       "                        <td id=\"T_46de4_row10_col6\" class=\"data row10 col6\" >-0.865</td>\n",
       "                        <td id=\"T_46de4_row10_col7\" class=\"data row10 col7\" >-0.931</td>\n",
       "                        <td id=\"T_46de4_row10_col8\" class=\"data row10 col8\" >-0.700</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_46de4_level0_row11\" class=\"row_heading level0 row11\" >BLIN</th>\n",
       "                        <td id=\"T_46de4_row11_col0\" class=\"data row11 col0\" >0.184</td>\n",
       "                        <td id=\"T_46de4_row11_col1\" class=\"data row11 col1\" >0.110</td>\n",
       "                        <td id=\"T_46de4_row11_col2\" class=\"data row11 col2\" >0.221</td>\n",
       "                        <td id=\"T_46de4_row11_col3\" class=\"data row11 col3\" >0.155</td>\n",
       "                        <td id=\"T_46de4_row11_col4\" class=\"data row11 col4\" >0.064</td>\n",
       "                        <td id=\"T_46de4_row11_col5\" class=\"data row11 col5\" >0.150</td>\n",
       "                        <td id=\"T_46de4_row11_col6\" class=\"data row11 col6\" >0.205</td>\n",
       "                        <td id=\"T_46de4_row11_col7\" class=\"data row11 col7\" >0.132</td>\n",
       "                        <td id=\"T_46de4_row11_col8\" class=\"data row11 col8\" >0.269</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_46de4_level0_row12\" class=\"row_heading level0 row12\" >ADXN</th>\n",
       "                        <td id=\"T_46de4_row12_col0\" class=\"data row12 col0\" >-0.332</td>\n",
       "                        <td id=\"T_46de4_row12_col1\" class=\"data row12 col1\" >-0.129</td>\n",
       "                        <td id=\"T_46de4_row12_col2\" class=\"data row12 col2\" >-0.420</td>\n",
       "                        <td id=\"T_46de4_row12_col3\" class=\"data row12 col3\" >-0.322</td>\n",
       "                        <td id=\"T_46de4_row12_col4\" class=\"data row12 col4\" >0.472</td>\n",
       "                        <td id=\"T_46de4_row12_col5\" class=\"data row12 col5\" >0.121</td>\n",
       "                        <td id=\"T_46de4_row12_col6\" class=\"data row12 col6\" >-0.386</td>\n",
       "                        <td id=\"T_46de4_row12_col7\" class=\"data row12 col7\" >0.382</td>\n",
       "                        <td id=\"T_46de4_row12_col8\" class=\"data row12 col8\" >-0.324</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_46de4_level0_row13\" class=\"row_heading level0 row13\" >AMS</th>\n",
       "                        <td id=\"T_46de4_row13_col0\" class=\"data row13 col0\" >0.436</td>\n",
       "                        <td id=\"T_46de4_row13_col1\" class=\"data row13 col1\" >-0.227</td>\n",
       "                        <td id=\"T_46de4_row13_col2\" class=\"data row13 col2\" >0.366</td>\n",
       "                        <td id=\"T_46de4_row13_col3\" class=\"data row13 col3\" >0.379</td>\n",
       "                        <td id=\"T_46de4_row13_col4\" class=\"data row13 col4\" >0.443</td>\n",
       "                        <td id=\"T_46de4_row13_col5\" class=\"data row13 col5\" >0.431</td>\n",
       "                        <td id=\"T_46de4_row13_col6\" class=\"data row13 col6\" >0.432</td>\n",
       "                        <td id=\"T_46de4_row13_col7\" class=\"data row13 col7\" >0.421</td>\n",
       "                        <td id=\"T_46de4_row13_col8\" class=\"data row13 col8\" >0.356</td>\n",
       "            </tr>\n",
       "    </tbody></table>"
      ],
      "text/plain": [
       "<pandas.io.formats.style.Styler at 0x7f75290f5100>"
      ]
     },
     "execution_count": 45,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pearson_corr = pd.read_csv(\"clean_preprocess/data_warehouse/data_for_dashboard/pearson_matrix.csv\", skip_blank_lines = True)\n",
    "spearman_corr = pd.read_csv(\"clean_preprocess/data_warehouse/data_for_dashboard/spearman_matrix.csv\", skip_blank_lines = True)\n",
    "pearson_corr.set_index(pearson_corr.iloc[:,  0], inplace = True)\n",
    "spearman_corr.set_index(spearman_corr.iloc[:,  0], inplace = True)\n",
    "pearson_corr.drop(pearson_corr.columns[0], inplace = True, axis = 1)\n",
    "spearman_corr.drop(spearman_corr.columns[0], inplace = True, axis = 1)\n",
    "def highlight_number(row):\n",
    "    return [\n",
    "        'background-color: green; color: white' if abs(cell) > 0.75\n",
    "        else ''\n",
    "        for cell in row\n",
    "    ]\n",
    "spearman_corr.style.apply(highlight_number)\\\n",
    "  .format('{0:,.3f}') \\\n",
    "  .set_caption('Spearman correlation ratio between SPI index and Stocks') \\\n",
    "  .set_properties(padding = \"20px\",  border = '2px solid white')\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "#T_b1c9d_row0_col0,#T_b1c9d_row0_col1,#T_b1c9d_row0_col2,#T_b1c9d_row0_col3,#T_b1c9d_row0_col4,#T_b1c9d_row0_col5,#T_b1c9d_row0_col6,#T_b1c9d_row0_col7,#T_b1c9d_row0_col8,#T_b1c9d_row1_col0,#T_b1c9d_row1_col1,#T_b1c9d_row1_col2,#T_b1c9d_row1_col3,#T_b1c9d_row1_col4,#T_b1c9d_row1_col5,#T_b1c9d_row1_col6,#T_b1c9d_row1_col7,#T_b1c9d_row1_col8,#T_b1c9d_row2_col0,#T_b1c9d_row2_col1,#T_b1c9d_row2_col2,#T_b1c9d_row2_col3,#T_b1c9d_row2_col5,#T_b1c9d_row2_col6,#T_b1c9d_row2_col7,#T_b1c9d_row2_col8,#T_b1c9d_row3_col0,#T_b1c9d_row3_col1,#T_b1c9d_row3_col2,#T_b1c9d_row3_col3,#T_b1c9d_row3_col4,#T_b1c9d_row3_col5,#T_b1c9d_row3_col6,#T_b1c9d_row3_col7,#T_b1c9d_row3_col8,#T_b1c9d_row4_col0,#T_b1c9d_row4_col1,#T_b1c9d_row4_col2,#T_b1c9d_row4_col3,#T_b1c9d_row4_col4,#T_b1c9d_row4_col5,#T_b1c9d_row4_col6,#T_b1c9d_row4_col7,#T_b1c9d_row4_col8,#T_b1c9d_row5_col0,#T_b1c9d_row5_col1,#T_b1c9d_row5_col2,#T_b1c9d_row5_col3,#T_b1c9d_row5_col4,#T_b1c9d_row5_col5,#T_b1c9d_row5_col6,#T_b1c9d_row5_col7,#T_b1c9d_row5_col8,#T_b1c9d_row6_col0,#T_b1c9d_row6_col1,#T_b1c9d_row6_col2,#T_b1c9d_row6_col3,#T_b1c9d_row6_col4,#T_b1c9d_row6_col6,#T_b1c9d_row6_col8,#T_b1c9d_row7_col0,#T_b1c9d_row7_col1,#T_b1c9d_row7_col3,#T_b1c9d_row7_col4,#T_b1c9d_row7_col5,#T_b1c9d_row7_col6,#T_b1c9d_row7_col7,#T_b1c9d_row7_col8,#T_b1c9d_row8_col0,#T_b1c9d_row8_col1,#T_b1c9d_row8_col2,#T_b1c9d_row8_col3,#T_b1c9d_row8_col4,#T_b1c9d_row8_col5,#T_b1c9d_row8_col6,#T_b1c9d_row8_col7,#T_b1c9d_row8_col8,#T_b1c9d_row9_col0,#T_b1c9d_row9_col1,#T_b1c9d_row9_col2,#T_b1c9d_row9_col3,#T_b1c9d_row9_col4,#T_b1c9d_row9_col5,#T_b1c9d_row9_col6,#T_b1c9d_row9_col7,#T_b1c9d_row9_col8,#T_b1c9d_row10_col0,#T_b1c9d_row10_col1,#T_b1c9d_row10_col2,#T_b1c9d_row10_col3,#T_b1c9d_row10_col5,#T_b1c9d_row10_col6,#T_b1c9d_row10_col8,#T_b1c9d_row11_col0,#T_b1c9d_row11_col1,#T_b1c9d_row11_col2,#T_b1c9d_row11_col3,#T_b1c9d_row11_col4,#T_b1c9d_row11_col5,#T_b1c9d_row11_col6,#T_b1c9d_row11_col7,#T_b1c9d_row11_col8,#T_b1c9d_row12_col0,#T_b1c9d_row12_col1,#T_b1c9d_row12_col2,#T_b1c9d_row12_col3,#T_b1c9d_row12_col4,#T_b1c9d_row12_col5,#T_b1c9d_row12_col6,#T_b1c9d_row12_col7,#T_b1c9d_row12_col8,#T_b1c9d_row13_col0,#T_b1c9d_row13_col1,#T_b1c9d_row13_col2,#T_b1c9d_row13_col3,#T_b1c9d_row13_col4,#T_b1c9d_row13_col5,#T_b1c9d_row13_col6,#T_b1c9d_row13_col7,#T_b1c9d_row13_col8{\n",
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       "        }#T_b1c9d_row2_col4,#T_b1c9d_row6_col5,#T_b1c9d_row6_col7,#T_b1c9d_row7_col2,#T_b1c9d_row10_col4,#T_b1c9d_row10_col7{\n",
       "            background-color:  green;\n",
       "             color:  white;\n",
       "            padding:  20px;\n",
       "            border:  2px solid white;\n",
       "        }</style><table id=\"T_b1c9d_\" ><caption>Pearson correlation ratio between SPI index and Stocks</caption><thead>    <tr>        <th class=\"blank level0\" ></th>        <th class=\"col_heading level0 col0\" >SPI Swiss Performance Index - Index total (including dividend reinvestment)</th>        <th class=\"col_heading level0 col1\" >SPI Swiss Performance Index - Banks</th>        <th class=\"col_heading level0 col2\" >SPI Swiss Performance Index - Financial services</th>        <th class=\"col_heading level0 col3\" >SPI Swiss Performance Index - Insurance</th>        <th class=\"col_heading level0 col4\" >SPI Swiss Performance Index - Food and beverages</th>        <th class=\"col_heading level0 col5\" >SPI Swiss Performance Index - Health care</th>        <th class=\"col_heading level0 col6\" >SPI Swiss Performance Index - Registered shares</th>        <th class=\"col_heading level0 col7\" >SPI Swiss Performance Index - Bearer shares and participation certificates</th>        <th class=\"col_heading level0 col8\" >SMI Swiss Market Index (excluding dividend reinvestment)</th>    </tr>    <tr>        <th class=\"index_name level0\" >Unnamed: 0</th>        <th class=\"blank\" ></th>        <th class=\"blank\" ></th>        <th class=\"blank\" ></th>        <th class=\"blank\" ></th>        <th class=\"blank\" ></th>        <th class=\"blank\" ></th>        <th class=\"blank\" ></th>        <th class=\"blank\" ></th>        <th class=\"blank\" ></th>    </tr></thead><tbody>\n",
       "                <tr>\n",
       "                        <th id=\"T_b1c9d_level0_row0\" class=\"row_heading level0 row0\" >ALC</th>\n",
       "                        <td id=\"T_b1c9d_row0_col0\" class=\"data row0 col0\" >-0.370</td>\n",
       "                        <td id=\"T_b1c9d_row0_col1\" class=\"data row0 col1\" >0.483</td>\n",
       "                        <td id=\"T_b1c9d_row0_col2\" class=\"data row0 col2\" >-0.364</td>\n",
       "                        <td id=\"T_b1c9d_row0_col3\" class=\"data row0 col3\" >0.135</td>\n",
       "                        <td id=\"T_b1c9d_row0_col4\" class=\"data row0 col4\" >-0.542</td>\n",
       "                        <td id=\"T_b1c9d_row0_col5\" class=\"data row0 col5\" >-0.620</td>\n",
       "                        <td id=\"T_b1c9d_row0_col6\" class=\"data row0 col6\" >-0.244</td>\n",
       "                        <td id=\"T_b1c9d_row0_col7\" class=\"data row0 col7\" >-0.729</td>\n",
       "                        <td id=\"T_b1c9d_row0_col8\" class=\"data row0 col8\" >-0.249</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_b1c9d_level0_row1\" class=\"row_heading level0 row1\" >SIGN</th>\n",
       "                        <td id=\"T_b1c9d_row1_col0\" class=\"data row1 col0\" >0.296</td>\n",
       "                        <td id=\"T_b1c9d_row1_col1\" class=\"data row1 col1\" >-0.120</td>\n",
       "                        <td id=\"T_b1c9d_row1_col2\" class=\"data row1 col2\" >0.311</td>\n",
       "                        <td id=\"T_b1c9d_row1_col3\" class=\"data row1 col3\" >0.318</td>\n",
       "                        <td id=\"T_b1c9d_row1_col4\" class=\"data row1 col4\" >0.301</td>\n",
       "                        <td id=\"T_b1c9d_row1_col5\" class=\"data row1 col5\" >0.311</td>\n",
       "                        <td id=\"T_b1c9d_row1_col6\" class=\"data row1 col6\" >0.295</td>\n",
       "                        <td id=\"T_b1c9d_row1_col7\" class=\"data row1 col7\" >0.293</td>\n",
       "                        <td id=\"T_b1c9d_row1_col8\" class=\"data row1 col8\" >0.227</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_b1c9d_level0_row2\" class=\"row_heading level0 row2\" >CEVA</th>\n",
       "                        <td id=\"T_b1c9d_row2_col0\" class=\"data row2 col0\" >-0.713</td>\n",
       "                        <td id=\"T_b1c9d_row2_col1\" class=\"data row2 col1\" >0.557</td>\n",
       "                        <td id=\"T_b1c9d_row2_col2\" class=\"data row2 col2\" >-0.681</td>\n",
       "                        <td id=\"T_b1c9d_row2_col3\" class=\"data row2 col3\" >-0.645</td>\n",
       "                        <td id=\"T_b1c9d_row2_col4\" class=\"data row2 col4\" >-0.759</td>\n",
       "                        <td id=\"T_b1c9d_row2_col5\" class=\"data row2 col5\" >-0.703</td>\n",
       "                        <td id=\"T_b1c9d_row2_col6\" class=\"data row2 col6\" >-0.695</td>\n",
       "                        <td id=\"T_b1c9d_row2_col7\" class=\"data row2 col7\" >-0.743</td>\n",
       "                        <td id=\"T_b1c9d_row2_col8\" class=\"data row2 col8\" >-0.574</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_b1c9d_level0_row3\" class=\"row_heading level0 row3\" >MED</th>\n",
       "                        <td id=\"T_b1c9d_row3_col0\" class=\"data row3 col0\" >-0.550</td>\n",
       "                        <td id=\"T_b1c9d_row3_col1\" class=\"data row3 col1\" >0.205</td>\n",
       "                        <td id=\"T_b1c9d_row3_col2\" class=\"data row3 col2\" >-0.483</td>\n",
       "                        <td id=\"T_b1c9d_row3_col3\" class=\"data row3 col3\" >-0.258</td>\n",
       "                        <td id=\"T_b1c9d_row3_col4\" class=\"data row3 col4\" >-0.579</td>\n",
       "                        <td id=\"T_b1c9d_row3_col5\" class=\"data row3 col5\" >-0.532</td>\n",
       "                        <td id=\"T_b1c9d_row3_col6\" class=\"data row3 col6\" >-0.528</td>\n",
       "                        <td id=\"T_b1c9d_row3_col7\" class=\"data row3 col7\" >-0.594</td>\n",
       "                        <td id=\"T_b1c9d_row3_col8\" class=\"data row3 col8\" >-0.419</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_b1c9d_level0_row4\" class=\"row_heading level0 row4\" >SENS</th>\n",
       "                        <td id=\"T_b1c9d_row4_col0\" class=\"data row4 col0\" >0.465</td>\n",
       "                        <td id=\"T_b1c9d_row4_col1\" class=\"data row4 col1\" >-0.196</td>\n",
       "                        <td id=\"T_b1c9d_row4_col2\" class=\"data row4 col2\" >0.454</td>\n",
       "                        <td id=\"T_b1c9d_row4_col3\" class=\"data row4 col3\" >0.454</td>\n",
       "                        <td id=\"T_b1c9d_row4_col4\" class=\"data row4 col4\" >0.449</td>\n",
       "                        <td id=\"T_b1c9d_row4_col5\" class=\"data row4 col5\" >0.481</td>\n",
       "                        <td id=\"T_b1c9d_row4_col6\" class=\"data row4 col6\" >0.460</td>\n",
       "                        <td id=\"T_b1c9d_row4_col7\" class=\"data row4 col7\" >0.442</td>\n",
       "                        <td id=\"T_b1c9d_row4_col8\" class=\"data row4 col8\" >0.395</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_b1c9d_level0_row5\" class=\"row_heading level0 row5\" >LAND</th>\n",
       "                        <td id=\"T_b1c9d_row5_col0\" class=\"data row5 col0\" >-0.164</td>\n",
       "                        <td id=\"T_b1c9d_row5_col1\" class=\"data row5 col1\" >-0.381</td>\n",
       "                        <td id=\"T_b1c9d_row5_col2\" class=\"data row5 col2\" >-0.124</td>\n",
       "                        <td id=\"T_b1c9d_row5_col3\" class=\"data row5 col3\" >-0.260</td>\n",
       "                        <td id=\"T_b1c9d_row5_col4\" class=\"data row5 col4\" >-0.064</td>\n",
       "                        <td id=\"T_b1c9d_row5_col5\" class=\"data row5 col5\" >-0.106</td>\n",
       "                        <td id=\"T_b1c9d_row5_col6\" class=\"data row5 col6\" >-0.186</td>\n",
       "                        <td id=\"T_b1c9d_row5_col7\" class=\"data row5 col7\" >-0.039</td>\n",
       "                        <td id=\"T_b1c9d_row5_col8\" class=\"data row5 col8\" >-0.117</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_b1c9d_level0_row6\" class=\"row_heading level0 row6\" >GALE</th>\n",
       "                        <td id=\"T_b1c9d_row6_col0\" class=\"data row6 col0\" >0.722</td>\n",
       "                        <td id=\"T_b1c9d_row6_col1\" class=\"data row6 col1\" >-0.158</td>\n",
       "                        <td id=\"T_b1c9d_row6_col2\" class=\"data row6 col2\" >0.710</td>\n",
       "                        <td id=\"T_b1c9d_row6_col3\" class=\"data row6 col3\" >0.653</td>\n",
       "                        <td id=\"T_b1c9d_row6_col4\" class=\"data row6 col4\" >0.742</td>\n",
       "                        <td id=\"T_b1c9d_row6_col5\" class=\"data row6 col5\" >0.758</td>\n",
       "                        <td id=\"T_b1c9d_row6_col6\" class=\"data row6 col6\" >0.710</td>\n",
       "                        <td id=\"T_b1c9d_row6_col7\" class=\"data row6 col7\" >0.755</td>\n",
       "                        <td id=\"T_b1c9d_row6_col8\" class=\"data row6 col8\" >0.690</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_b1c9d_level0_row7\" class=\"row_heading level0 row7\" >PLAN</th>\n",
       "                        <td id=\"T_b1c9d_row7_col0\" class=\"data row7 col0\" >-0.737</td>\n",
       "                        <td id=\"T_b1c9d_row7_col1\" class=\"data row7 col1\" >0.260</td>\n",
       "                        <td id=\"T_b1c9d_row7_col2\" class=\"data row7 col2\" >-0.755</td>\n",
       "                        <td id=\"T_b1c9d_row7_col3\" class=\"data row7 col3\" >-0.468</td>\n",
       "                        <td id=\"T_b1c9d_row7_col4\" class=\"data row7 col4\" >-0.604</td>\n",
       "                        <td id=\"T_b1c9d_row7_col5\" class=\"data row7 col5\" >-0.607</td>\n",
       "                        <td id=\"T_b1c9d_row7_col6\" class=\"data row7 col6\" >-0.746</td>\n",
       "                        <td id=\"T_b1c9d_row7_col7\" class=\"data row7 col7\" >-0.543</td>\n",
       "                        <td id=\"T_b1c9d_row7_col8\" class=\"data row7 col8\" >-0.669</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_b1c9d_level0_row8\" class=\"row_heading level0 row8\" >BRG</th>\n",
       "                        <td id=\"T_b1c9d_row8_col0\" class=\"data row8 col0\" >0.578</td>\n",
       "                        <td id=\"T_b1c9d_row8_col1\" class=\"data row8 col1\" >-0.144</td>\n",
       "                        <td id=\"T_b1c9d_row8_col2\" class=\"data row8 col2\" >0.617</td>\n",
       "                        <td id=\"T_b1c9d_row8_col3\" class=\"data row8 col3\" >0.533</td>\n",
       "                        <td id=\"T_b1c9d_row8_col4\" class=\"data row8 col4\" >0.547</td>\n",
       "                        <td id=\"T_b1c9d_row8_col5\" class=\"data row8 col5\" >0.533</td>\n",
       "                        <td id=\"T_b1c9d_row8_col6\" class=\"data row8 col6\" >0.576</td>\n",
       "                        <td id=\"T_b1c9d_row8_col7\" class=\"data row8 col7\" >0.547</td>\n",
       "                        <td id=\"T_b1c9d_row8_col8\" class=\"data row8 col8\" >0.443</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_b1c9d_level0_row9\" class=\"row_heading level0 row9\" >RARE</th>\n",
       "                        <td id=\"T_b1c9d_row9_col0\" class=\"data row9 col0\" >-0.237</td>\n",
       "                        <td id=\"T_b1c9d_row9_col1\" class=\"data row9 col1\" >0.097</td>\n",
       "                        <td id=\"T_b1c9d_row9_col2\" class=\"data row9 col2\" >-0.296</td>\n",
       "                        <td id=\"T_b1c9d_row9_col3\" class=\"data row9 col3\" >-0.148</td>\n",
       "                        <td id=\"T_b1c9d_row9_col4\" class=\"data row9 col4\" >-0.188</td>\n",
       "                        <td id=\"T_b1c9d_row9_col5\" class=\"data row9 col5\" >-0.263</td>\n",
       "                        <td id=\"T_b1c9d_row9_col6\" class=\"data row9 col6\" >-0.234</td>\n",
       "                        <td id=\"T_b1c9d_row9_col7\" class=\"data row9 col7\" >-0.231</td>\n",
       "                        <td id=\"T_b1c9d_row9_col8\" class=\"data row9 col8\" >-0.173</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_b1c9d_level0_row10\" class=\"row_heading level0 row10\" >ATRI</th>\n",
       "                        <td id=\"T_b1c9d_row10_col0\" class=\"data row10 col0\" >-0.723</td>\n",
       "                        <td id=\"T_b1c9d_row10_col1\" class=\"data row10 col1\" >0.355</td>\n",
       "                        <td id=\"T_b1c9d_row10_col2\" class=\"data row10 col2\" >-0.645</td>\n",
       "                        <td id=\"T_b1c9d_row10_col3\" class=\"data row10 col3\" >-0.435</td>\n",
       "                        <td id=\"T_b1c9d_row10_col4\" class=\"data row10 col4\" >-0.767</td>\n",
       "                        <td id=\"T_b1c9d_row10_col5\" class=\"data row10 col5\" >-0.694</td>\n",
       "                        <td id=\"T_b1c9d_row10_col6\" class=\"data row10 col6\" >-0.699</td>\n",
       "                        <td id=\"T_b1c9d_row10_col7\" class=\"data row10 col7\" >-0.766</td>\n",
       "                        <td id=\"T_b1c9d_row10_col8\" class=\"data row10 col8\" >-0.568</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_b1c9d_level0_row11\" class=\"row_heading level0 row11\" >BLIN</th>\n",
       "                        <td id=\"T_b1c9d_row11_col0\" class=\"data row11 col0\" >0.233</td>\n",
       "                        <td id=\"T_b1c9d_row11_col1\" class=\"data row11 col1\" >0.255</td>\n",
       "                        <td id=\"T_b1c9d_row11_col2\" class=\"data row11 col2\" >0.329</td>\n",
       "                        <td id=\"T_b1c9d_row11_col3\" class=\"data row11 col3\" >0.188</td>\n",
       "                        <td id=\"T_b1c9d_row11_col4\" class=\"data row11 col4\" >0.171</td>\n",
       "                        <td id=\"T_b1c9d_row11_col5\" class=\"data row11 col5\" >0.197</td>\n",
       "                        <td id=\"T_b1c9d_row11_col6\" class=\"data row11 col6\" >0.254</td>\n",
       "                        <td id=\"T_b1c9d_row11_col7\" class=\"data row11 col7\" >0.171</td>\n",
       "                        <td id=\"T_b1c9d_row11_col8\" class=\"data row11 col8\" >0.261</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_b1c9d_level0_row12\" class=\"row_heading level0 row12\" >ADXN</th>\n",
       "                        <td id=\"T_b1c9d_row12_col0\" class=\"data row12 col0\" >-0.236</td>\n",
       "                        <td id=\"T_b1c9d_row12_col1\" class=\"data row12 col1\" >-0.184</td>\n",
       "                        <td id=\"T_b1c9d_row12_col2\" class=\"data row12 col2\" >-0.420</td>\n",
       "                        <td id=\"T_b1c9d_row12_col3\" class=\"data row12 col3\" >-0.336</td>\n",
       "                        <td id=\"T_b1c9d_row12_col4\" class=\"data row12 col4\" >0.399</td>\n",
       "                        <td id=\"T_b1c9d_row12_col5\" class=\"data row12 col5\" >0.046</td>\n",
       "                        <td id=\"T_b1c9d_row12_col6\" class=\"data row12 col6\" >-0.289</td>\n",
       "                        <td id=\"T_b1c9d_row12_col7\" class=\"data row12 col7\" >0.332</td>\n",
       "                        <td id=\"T_b1c9d_row12_col8\" class=\"data row12 col8\" >-0.279</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_b1c9d_level0_row13\" class=\"row_heading level0 row13\" >AMS</th>\n",
       "                        <td id=\"T_b1c9d_row13_col0\" class=\"data row13 col0\" >0.399</td>\n",
       "                        <td id=\"T_b1c9d_row13_col1\" class=\"data row13 col1\" >-0.280</td>\n",
       "                        <td id=\"T_b1c9d_row13_col2\" class=\"data row13 col2\" >0.259</td>\n",
       "                        <td id=\"T_b1c9d_row13_col3\" class=\"data row13 col3\" >0.300</td>\n",
       "                        <td id=\"T_b1c9d_row13_col4\" class=\"data row13 col4\" >0.391</td>\n",
       "                        <td id=\"T_b1c9d_row13_col5\" class=\"data row13 col5\" >0.429</td>\n",
       "                        <td id=\"T_b1c9d_row13_col6\" class=\"data row13 col6\" >0.371</td>\n",
       "                        <td id=\"T_b1c9d_row13_col7\" class=\"data row13 col7\" >0.466</td>\n",
       "                        <td id=\"T_b1c9d_row13_col8\" class=\"data row13 col8\" >0.365</td>\n",
       "            </tr>\n",
       "    </tbody></table>"
      ],
      "text/plain": [
       "<pandas.io.formats.style.Styler at 0x7f7529011880>"
      ]
     },
     "execution_count": 46,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pearson_corr.style.apply(highlight_number) \\\n",
    "  .format('{0:,.3f}') \\\n",
    "  .set_caption('Pearson correlation ratio between SPI index and Stocks') \\\n",
    "  .set_properties(padding = \"20px\",  border = '2px solid white')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Now that we finished giving an insight about the companies and their financial insights and we had an insight of some correlations.\n",
    "# We will use the cleaned and labeled data in the Data_for_ML folder which is a matrix of (observations, features) and a label vector (1/-1) 1 being in an uptrend situation and -1 being an downtrend situation"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "metadata": {},
   "outputs": [],
   "source": [
    "company_models = {}\n",
    "\n",
    "\n",
    "class Company_ML:\n",
    "    \"\"\"\n",
    "    This class will be a wrapper for ML models of each company\n",
    "    \"\"\"\n",
    "    def __init__(self,  symbol):\n",
    "        self.symbol = symbol\n",
    "        #Import Feature tables for each stock \n",
    "        self.ml_data = pd.read_csv(\"clean_preprocess/data_warehouse/data_for_ML/{}_data.csv\".format(self.symbol))\n",
    "        self.ml_data = shuffle(self.ml_data)\n",
    "        # Feature engineering : some features are not very relevant for learning\n",
    "        self.ml_data = self.ml_data.drop({\"4. close\", \"1. open\", \"3. low\", \"2. high\"}, axis = 1)\n",
    "        # Split data into train set and test set\n",
    "        x_train, x_test = train_test_split(self.ml_data,  test_size = 0.2, random_state = 100)\n",
    "        #seperate features from lables\n",
    "        y_train = x_train.pop(\"Trend label\")\n",
    "        y_test = x_test.pop(\"Trend label\")\n",
    "        self.x_train=x_train\n",
    "        self.x_test=x_test\n",
    "        self.y_train=y_train\n",
    "        self.y_test=y_test\n",
    "        #will be used as ground truth for model evaluation\n",
    "        self.ground_truth=y_test\n",
    "        #MLP classifier with Logistic function as activation function and stochastic gradien descent as optimizer\n",
    "        #The model is fitted on the spot the same applies for all models\n",
    "        self.mlp_model = MLPClassifier(hidden_layer_sizes=(2,10,2),learning_rate = 'adaptive'\\\n",
    "                    , activation = 'tanh',  solver = 'adam',  max_iter = 400)\\\n",
    "                    .fit(x_train, y_train)\n",
    "        self.rf_model = RandomForestClassifier(criterion = \"gini\",\\\n",
    "                            n_estimators = 200, random_state = 0, \\\n",
    "                             max_features = 6)\\\n",
    "                    .fit(x_train, y_train)\n",
    "        self.dt_model = DecisionTreeClassifier(random_state = 0, max_features = 8, max_depth = 8).fit(x_train, y_train)\n",
    "        self.bn_model = GaussianNB().fit(x_train, y_train)\n",
    "\n",
    "        "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## This is the last part of the Project the algorithm will trade using Alpaca API \n",
    ">>### The strategy of the trading is pretty simple, the MLP model will predict the next week's trend and we will use that to buy or short sell a given stock\n",
    ">>### We will take profit as 60% of Bollinger bands upper expected values and we will stop loss at 40% from the Bollinger bands lower expected value."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "metadata": {},
   "outputs": [],
   "source": [
    "## We will set API keys and base URL, those are provided by the plateform\n",
    "api_key = 'PKANCFL5W0F8PIX95MSZ'\n",
    "api_secret = 'Xm2onggxEwSwuw5tmKNqP7aGmdRfC8FUe3N8MjVJ'\n",
    "base_url = 'https://paper-api.alpaca.markets'\n",
    "\n",
    "# instantiate REST API\n",
    "api = tradeapi.REST(api_key,  api_secret,  base_url,  api_version = 'v2')\n",
    "#make sure to trade available symboles\n",
    "for symbol in available_stocks_list:\n",
    "    try:\n",
    "        api.get_asset(symbol)\n",
    "    except APIError as e:\n",
    "        if(e.status_code !=  200):\n",
    "            available_stocks_list.remove(symbol)\n",
    "        else:\n",
    "            pass\n",
    "        \n",
    "def get_up_low_BB(symbol):\n",
    "    \"\"\"\n",
    "    this method will get lower and upper bollinger bands values for a given symbol\n",
    "    \"\"\"\n",
    "    data = requests.get(BASE_URL+\"\"\"&interval=weekly&time_period=5&series_type=close\\\n",
    "    &symbol={}&function=BBANDS\"\"\".format(symbol))    \n",
    "    data = data.json()\n",
    "    data = data.pop('Technical Analysis: BBANDS')\n",
    "    for value in data:\n",
    "        l, u = data[value]['Real Lower Band'], data[value]['Real Upper Band']\n",
    "        break\n",
    "    return (float(l), float(u))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "metadata": {},
   "outputs": [],
   "source": [
    "portfolio=100000"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/shedy/.local/lib/python3.8/site-packages/sklearn/neural_network/_multilayer_perceptron.py:582: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (400) reached and the optimization hasn't converged yet.\n",
      "  warnings.warn(\n"
     ]
    }
   ],
   "source": [
    "\n",
    "nb_api_call = 0\n",
    "#time.sleep(60)\n",
    "for symbol in available_stocks_list:\n",
    "    #get latest price\n",
    "    s = (api.get_barset(symbol, timeframe = 'minute', limit = 1))[symbol][0].h\n",
    "    #based on the price we will calculate the quantity traded qt\n",
    "    #we will allocate portfolio/number of stocks for each stock\n",
    "    qt = math.floor(portfolio/((len(available_stocks_list))*s))\n",
    "    #use the Random Forest Classifier to predict up or down trend\n",
    "    prediction = Company_ML(symbol).rf_model.predict(\\\n",
    "                                          pd.read_csv(\"clean_preprocess/data_warehouse/data_for_ML/{}_data.csv\"\\\n",
    "                                            .format(symbol)).\\\n",
    "                                          drop({\"4. close\", \"1. open\", \"3. low\", \"2. high\", \"Trend label\"}, \\\n",
    "                                               axis = 1)\\\n",
    "                                                .head(1))\n",
    "    #pick position for the submiting the order\n",
    "    position = \"buy\" if prediction == 1 else \"sell\"\n",
    "    #get lower and upper bollinger bands values to ensure a take profit/stop loss strategy\n",
    "    if(nb_api_call == 5):\n",
    "        time.sleep(60)\n",
    "        nb_api_call = 0\n",
    "    # get bollinger bands values for each symbol\n",
    "    l, u = get_up_low_BB(symbol)\n",
    "    nb_api_call = nb_api_call+1\n",
    "    #set loss and profit as dict for the submit_order function.\n",
    "    #the stop orders will be 60% of the difference price estimated from upper band and 40% from lower band\n",
    "    #Example if the actual price is 500$ and the bb shows a standard deviation of 100$ ( 600 estimated maximum price)\n",
    "    #we will liquidate the order at 560$ the same applies to lower band\n",
    "    loss=dict(limit_price=str(l-(0.4*(s-l))),stop_price=str(l-(0.4*(s-l))))\n",
    "    profit=dict(limit_price=str((0.6*(u-s))+s),stop_price=str((0.6*(u-s))+s))\n",
    "    try:\n",
    "        api.submit_order(symbol = symbol, qty = qt, side = position,\\\n",
    "                       time_in_force = 'gtc',  type = 'market', \\\n",
    "                        take_profit = profit, stop_loss = loss)\n",
    "    except APIError as e: \n",
    "        print(e)\n",
    "\n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## The last part of this project is to see the accuracy of the machine learning model using Confusion matrix "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Widget Javascript not detected.  It may not be installed or enabled properly.\n"
     ]
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "d58f37915295433094c89b6cdd60e8a1"
      }
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     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "def confusion_matrix_eventhandler(change):\n",
    "    company_symb = change.new\n",
    "    model = Company_ML(company_symb)\n",
    "    models = [model.mlp_model,model.dt_model,model.rf_model,model.bn_model]\n",
    "    labels = model.ml_data.pop(\"Trend label\")\n",
    "    data = model.ml_data\n",
    "    fig, axes = plt.subplots(nrows=2, ncols=2, figsize=(15,10),sharex=True,sharey=True,squeeze=False)\n",
    "    for cls, ax in zip(models, axes.flatten()):\n",
    "        plot_confusion_matrix(cls, \n",
    "                          data, \n",
    "                          labels, \n",
    "                          ax=ax, \n",
    "                          cmap='Blues')\n",
    "        ax.title.set_text(type(cls).__name__)\n",
    "    plt.show()\n",
    "            \n",
    "        \n",
    "        \n",
    "droplist = widgets.Dropdown(\n",
    "    options = available_stocks_list, \n",
    "    description = 'Compagnies symbol:'\n",
    ")\n",
    "droplist.observe(confusion_matrix_eventhandler,  names = 'value')\n",
    "droplist"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# To understand more the behaviour of the classification we are going to plot the ROC curve showcasing if the model can decide quiet well for both classes and to understand more about the precision and the recall of the model"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Widget Javascript not detected.  It may not be installed or enabled properly.\n"
     ]
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "d99807b7e0224817a9a83d7fde54aa28"
      }
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "def roc_auc_eventhandler(change):\n",
    "    company_symb = change.new\n",
    "    model = Company_ML(company_symb)\n",
    "    metrics.plot_roc_curve(model.rf_model, model.x_test, model.y_test)  \n",
    "    plt.show() \n",
    "    \n",
    "droplist = widgets.Dropdown(\n",
    "    options = available_stocks_list, \n",
    "    description = 'Compagnies symbol:'\n",
    ")\n",
    "droplist.observe(roc_auc_eventhandler,  names = 'value')\n",
    "droplist"
   ]
  }
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