Added data import to baybe_inhibitor notebook

AC-BO-Hackathon · Mar 27, 2024 · 1a53665 · 1a53665
1 parent 855cbb5
commit 1a53665
Showing 1 changed file with 26 additions and 11 deletions.
diff --git a/baybe-inhibitor.ipynb b/baybe-inhibitor.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": 1,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -11,29 +11,44 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import pandas as pd\n",
+    "import numpy as np\n",
+    "\n",
+    "df_AA2024 = pd.read_excel('data/filtered_AA2024.xlsx')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
    "metadata": {},
    "outputs": [
     {
-     "name": "stderr",
+     "name": "stdout",
      "output_type": "stream",
      "text": [
-      "/home/vscode/.local/lib/python3.10/site-packages/baybe/telemetry.py:222: UserWarning: WARNING: BayBE Telemetry endpoint https://public.telemetry.baybe.p.uptimize.merckgroup.com:4317 cannot be reached. Disabling telemetry. The exception encountered was: ConnectionError, HTTPConnectionPool(host='verkehrsnachrichten.merck.de', port=80): Max retries exceeded with url: / (Caused by NameResolutionError(\"<urllib3.connection.HTTPConnection object at 0x7f151b4947f0>: Failed to resolve 'verkehrsnachrichten.merck.de' ([Errno -2] Name or service not known)\"))\n",
-      "  warnings.warn(\n",
-      "/home/vscode/.local/lib/python3.10/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n",
-      "  from .autonotebook import tqdm as notebook_tqdm\n"
+      "           Time_h          pH  Inhib_Concentrat_M   Efficiency\n",
+      "count  611.000000  611.000000          611.000000   611.000000\n",
+      "mean   135.801964    6.342062            0.006808    26.736841\n",
+      "std    201.683867    2.529080            0.014059   288.788317\n",
+      "min      0.500000    0.000000            0.000010 -4834.000000\n",
+      "25%     24.000000    4.000000            0.000500    30.000000\n",
+      "50%     24.000000    7.000000            0.001000    58.000000\n",
+      "75%    144.000000    7.000000            0.003000    87.950000\n",
+      "max    672.000000   10.000000            0.100000   100.000000\n"
      ]
     }
    ],
    "source": [
-    "import pandas as pd\n",
-    "import numpy as np\n",
-    "from baybe import Campaign"
+    "print(df_AA2024.describe())"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 4,
    "metadata": {},
    "outputs": [],
    "source": [