diff --git a/user_data/notebooks/strategy_analysis_example.ipynb b/user_data/notebooks/strategy_analysis_example.ipynb
index 730f3fd75..13dbf8267 100644
--- a/user_data/notebooks/strategy_analysis_example.ipynb
+++ b/user_data/notebooks/strategy_analysis_example.ipynb
@@ -35,14 +35,14 @@
     "\n",
     "# Modify this cell to insure that the output shows the correct path.\n",
     "project_root = \"somedir/freqtrade\"\n",
-    "i=0\n",
+    "i = 0\n",
     "try:\n",
     "    os.chdirdir(project_root)\n",
     "    assert Path('LICENSE').is_file()\n",
     "except:\n",
-    "    while i<4 and (not Path('LICENSE').is_file()):\n",
+    "    while i < 4 and (not Path('LICENSE').is_file()):\n",
     "        os.chdir(Path(Path.cwd(), '../'))\n",
-    "        i+=1\n",
+    "        i += 1\n",
     "    project_root = Path.cwd()\n",
     "print(Path.cwd())"
    ]
@@ -89,8 +89,8 @@
     "# Specify values for use in this script\n",
     "############### Customize to match your needs. ##################\n",
     "config_files = [\n",
-    "    Path('user_data', 'user_repo', 'config.json'),\n",
-    "    Path(Path.home(), '.freqtrade', 'exchange-config.json')\n",
+    "    Path('user_data', 'config.json'),\n",
+    "    Path(Path.home(), '.freqtrade', 'config.json')\n",
     "]\n",
     "# Create config object\n",
     "config = Configuration.from_files(config_files)\n",
@@ -103,15 +103,15 @@
     "# Location of the ticker data\n",
     "datadir = Path(user_data_dir, 'data/binance')\n",
     "# Name of the strategy class\n",
-    "strategy_name = 'NewStrategy'\n",
+    "strategy_name = 'DefaultStrategy'\n",
     "# Location of the strategy\n",
-    "strategy_path = Path(user_data_dir, 'user_repo/strategies')\n",
+    "strategy_path = Path(user_data_dir, 'strategies')\n",
     "# Specify backtest results to load\n",
     "trade_source = 'file'\n",
     "exportfilename = Path(user_data_dir, 'backtest_results/backtest-result.json')\n",
     "db_url = 'sqlite://'\n",
     "# Specify timerange to test\n",
-    "timerange = '-1000'\n",
+    "timerange = '-100'\n",
     "# Pair to analyze - Only use one pair here\n",
     "pair = \"ETH/BTC\""
    ]
@@ -231,9 +231,8 @@
     "# Collect trades if a backtest has been completed\n",
     "try:\n",
     "    trades = load_trades(source=trade_source,\n",
-    "        db_url=db_url,\n",
-    "        exportfilename=exportfilename\n",
-    "    )\n",
+    "                         db_url=db_url,\n",
+    "                         exportfilename=exportfilename)\n",
     "    trades = trades.loc[trades['pair'] == pair]\n",
     "    trades = extract_trades_of_period(data, trades)\n",
     "except:\n",
@@ -243,11 +242,12 @@
     "# Specify the indicators to plot as lists\n",
     "# indicators1 is a list of indicators to overlay on the price chart\n",
     "# indicators2 is a list of indicators to plot below the price chart\n",
-    "fig = generate_candlestick_graph(pair=pair,\n",
-    "                                 data=data,\n",
-    "                                 trades=trades,\n",
-    "                                 indicators1=['ema20', 'ema50', 'ema100', 'ha_open', 'ha_close'],\n",
-    "                                 indicators2=['macd', 'macdsignal','ao'])\n",
+    "fig = generate_candlestick_graph(\n",
+    "    pair=pair,\n",
+    "    data=data,\n",
+    "    trades=trades,\n",
+    "    indicators1=['ema20', 'ema50', 'ema100'],\n",
+    "    indicators2=['macd', 'macdsignal'])\n",
     "\n",
     "fig.show()\n",
     "display(data.tail())"
@@ -258,7 +258,7 @@
    "metadata": {},
    "source": [
     "### Run Backtest\n",
-    "Once you are happy with your strategy signals, run a backtest."
+    "Once you are happy with your strategy signals, run a backtest then plot again."
    ]
   },
   {