diff --git a/quants_lab/research_notebooks/supertrend_multitimeframe/01_strategy_design_supertrend_multitimeframe.ipynb b/quants_lab/research_notebooks/supertrend_multitimeframe/01_strategy_design_supertrend_multitimeframe.ipynb
index 7841ab9..605a18f 100644
--- a/quants_lab/research_notebooks/supertrend_multitimeframe/01_strategy_design_supertrend_multitimeframe.ipynb
+++ b/quants_lab/research_notebooks/supertrend_multitimeframe/01_strategy_design_supertrend_multitimeframe.ipynb
@@ -11,7 +11,39 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": 25,
+   "outputs": [],
+   "source": [
+    "import sys\n",
+    "import os\n",
+    "\n",
+    "root_path = os.path.abspath(os.path.join(os.getcwd(), '../../..'))\n",
+    "sys.path.append(root_path)"
+   ],
+   "metadata": {
+    "collapsed": false,
+    "ExecuteTime": {
+     "end_time": "2023-12-12T23:32:30.950209Z",
+     "start_time": "2023-12-12T23:32:30.930263Z"
+    }
+   }
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "outputs": [],
+   "source": [],
+   "metadata": {
+    "collapsed": false,
+    "ExecuteTime": {
+     "end_time": "2023-12-12T23:32:13.047434Z",
+     "start_time": "2023-12-12T23:32:13.042314Z"
+    }
+   }
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 27,
    "outputs": [],
    "source": [
     "from typing import Optional, Callable\n",
@@ -23,7 +55,7 @@
     "\n",
     "def get_market_data_dfs(trading_pair: str, intervals: list, base_path: Optional[str] = None):\n",
     "    if base_path is None:\n",
-    "        base_path = \"/Users/dardonacci/Documents/work/dashboard/data/candles/\"\n",
+    "        base_path = f\"{root_path}/data/candles/\"\n",
     "    market_data = {}\n",
     "    for file_path in glob.glob(f\"{base_path}*.csv\"):\n",
     "        tp = file_path.split(\"_\")[-2]\n",
@@ -70,14 +102,14 @@
    "metadata": {
     "collapsed": false,
     "ExecuteTime": {
-     "end_time": "2023-12-11T22:49:11.468119Z",
-     "start_time": "2023-12-11T22:49:11.445037Z"
+     "end_time": "2023-12-12T23:33:11.159384Z",
+     "start_time": "2023-12-12T23:33:11.154356Z"
     }
    }
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 28,
    "outputs": [],
    "source": [
     "trading_pair = \"WLD-USDT\"\n",
@@ -88,21 +120,21 @@
    "metadata": {
     "collapsed": false,
     "ExecuteTime": {
-     "end_time": "2023-12-11T22:49:12.635737Z",
-     "start_time": "2023-12-11T22:49:12.554125Z"
+     "end_time": "2023-12-12T23:33:11.527517Z",
+     "start_time": "2023-12-12T23:33:11.489614Z"
     }
    }
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 29,
    "outputs": [
     {
      "data": {
       "text/plain": "                 date             date_1h\n0 2023-09-12 22:00:00 2023-09-12 22:00:00\n1 2023-09-12 22:03:00 2023-09-12 22:00:00\n2 2023-09-12 22:06:00 2023-09-12 22:00:00\n3 2023-09-12 22:09:00 2023-09-12 22:00:00\n4 2023-09-12 22:12:00 2023-09-12 22:00:00",
       "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>date</th>\n      <th>date_1h</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>2023-09-12 22:00:00</td>\n      <td>2023-09-12 22:00:00</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>2023-09-12 22:03:00</td>\n      <td>2023-09-12 22:00:00</td>\n    </tr>\n    <tr>\n      <th>2</th>\n      <td>2023-09-12 22:06:00</td>\n      <td>2023-09-12 22:00:00</td>\n    </tr>\n    <tr>\n      <th>3</th>\n      <td>2023-09-12 22:09:00</td>\n      <td>2023-09-12 22:00:00</td>\n    </tr>\n    <tr>\n      <th>4</th>\n      <td>2023-09-12 22:12:00</td>\n      <td>2023-09-12 22:00:00</td>\n    </tr>\n  </tbody>\n</table>\n</div>"
      },
-     "execution_count": 4,
+     "execution_count": 29,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -113,14 +145,14 @@
    "metadata": {
     "collapsed": false,
     "ExecuteTime": {
-     "end_time": "2023-12-11T22:49:13.670013Z",
-     "start_time": "2023-12-11T22:49:13.639838Z"
+     "end_time": "2023-12-12T23:33:11.813341Z",
+     "start_time": "2023-12-12T23:33:11.807231Z"
     }
    }
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 24,
    "outputs": [],
    "source": [
     "def add_indicators(df, length=50, multiplier=3):\n",
@@ -130,8 +162,8 @@
    "metadata": {
     "collapsed": false,
     "ExecuteTime": {
-     "end_time": "2023-12-11T22:49:14.566166Z",
-     "start_time": "2023-12-11T22:49:14.562194Z"
+     "end_time": "2023-12-12T23:32:25.137032Z",
+     "start_time": "2023-12-12T23:32:25.131080Z"
     }
    }
   },