Stock Analysis.ipynb

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   "execution_count": 80,
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     "output_type": "stream",
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      "[*********************100%***********************]  1 of 1 downloaded\n"
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       " '\\n<div class=\"bk-root\" id=\"26f8de04-0384-4c77-9040-a3f5e314f292\" data-root-id=\"5700\"></div>')"
      ]
     },
     "execution_count": 80,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from pandas_datareader import data\n",
    "import datetime\n",
    "import fix_yahoo_finance as fyf\n",
    "from bokeh.plotting import figure, show , output_file \n",
    "from bokeh.embed import components\n",
    "\n",
    "fyf.pdr_override()\n",
    "start = datetime.datetime(2015, 11, 1)\n",
    "end = datetime.datetime(2016, 3, 10)\n",
    " \n",
    "df = data.get_data_yahoo(tickers = \"GOOG\", start=start, end=end)\n",
    "df\n",
    "\n",
    "def inc_dec (c , o ):\n",
    "    if c > o:\n",
    "        value = \"Increase\"\n",
    "    elif c < o:\n",
    "        value = \"Decrease\"\n",
    "    else:\n",
    "        value = \"Equal\"\n",
    "        \n",
    "    return value     \n",
    "            \n",
    "df[\"Status\"] = [inc_dec(c,o) for c, o in zip(df.Close, df.Open)]\n",
    "df[\"Middle\"]= (df.Open + df.Close)/2\n",
    "df[\"Height\"] = abs(df.Close - df.Open)\n",
    "\n",
    "p = figure(x_axis_type ='datetime', width = 1000, height=300 , sizing_mode = \"scale_width\")\n",
    "p.title.text = \"Candlestick Chart\"\n",
    "p.grid.grid_line_alpha = 0.3\n",
    "\n",
    "hours_12 = 12*60*60*1000\n",
    "\n",
    "p.rect(df.index[df.Status == \"Increase\"],df.Middle[df.Status ==\"Increase\"],\n",
    "       hours_12, df.Height[df.Status == \"Increase\"], fill_color = \"#CCFFFF\" , line_color = \"black\")\n",
    "\n",
    "p.rect(df.index [df.Status == \"Decrease\"],df.Middle[df.Status ==\"Decrease\"],\n",
    "       hours_12, df.Height[df.Status == \"Decrease\"], fill_color = \"#FF3333\" , line_color = \"black\")\n",
    "\n",
    "p.segment(df.index, df.High, df.index, df.Low, color =\"Black\")\n",
    "\n",
    "script1,div1, = components(p)\n",
    "\n",
    "#output_file(\"CandleStick.html\")\n",
    "#show(p)\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
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