diff --git a/manufacturing-cloud/configure/data-mapping-sample-python/create-config.py b/manufacturing-cloud/configure/data-mapping-sample-python/create_config.py
similarity index 100%
rename from manufacturing-cloud/configure/data-mapping-sample-python/create-config.py
rename to manufacturing-cloud/configure/data-mapping-sample-python/create_config.py
diff --git a/manufacturing-cloud/configure/data-mapping-sample-python/mds-mapping-local.ipynb b/manufacturing-cloud/configure/data-mapping-sample-python/mds-mapping-local.ipynb
index 54690e2..3fc1ffe 100644
--- a/manufacturing-cloud/configure/data-mapping-sample-python/mds-mapping-local.ipynb
+++ b/manufacturing-cloud/configure/data-mapping-sample-python/mds-mapping-local.ipynb
@@ -7,11 +7,10 @@
    "source": [
     "## How to use in Local?\n",
     "\n",
-    "This notebook reads the raw data from given input directory and writes transformed data to given output directory.\n",
-    "\n",
-    "1. Import repo to your local folder.\n",
-    "2. Be sure that you have a valid python environment with the necesserary packages.\n",
-    "3. Run the notebook.\n"
+    "1. Download this repo locally.\n",
+    "1. Run this sample notebook which shows how to:\n",
+    "    1. Generate a mapping config file from a given conceptual mapping spreadsheet.\n",
+    "    1. Read raw data from a given input directory, and use the mapping config file to generate transformed data in the given output directory.\n"
    ]
   },
   {
@@ -24,14 +23,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 1,
    "id": "2",
    "metadata": {},
    "outputs": [],
    "source": [
     "import os\n",
-    "import helpers.transform as transform\n",
-    "import helpers.create_config as create_config\n",
+    "import transform\n",
+    "import create_config\n",
     "import pandas as pd"
    ]
   },
@@ -40,41 +39,40 @@
    "id": "3",
    "metadata": {},
    "source": [
-    "## Input and Output Directories"
+    "## Parameters"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 2,
    "id": "4",
    "metadata": {},
    "outputs": [],
    "source": [
-    " # INPUT DATA LOCATION\n",
-    "INPUT_DATA_FOLDER = \"data/raw\"\n",
+    " # Folder from where to read the raw data.\n",
+    "INPUT_DATA_FOLDER = \"../data/raw\"\n",
     "\n",
-    "# DTDL FOLDER\n",
-    "ENTITY_PATH = \"../appendix/Entities/\"\n",
+    "# Folder from where to read the entity metadata.\n",
+    "ENTITY_PATH = \"../../appendix/Entities/\"\n",
     "\n",
-    "# CONFIG LOCATION\n",
-    "CONFIG_FOLDER = \"config\"\n",
+    "# Folder to where to write the mapping config file.\n",
+    "CONFIG_FOLDER = \"../config\"\n",
     "\n",
-    "# OUTPUT DATA LOCATION\n",
-    "OUTPUT_DATA_FOLDER = \"data/transformed\""
+    "# Folder to where to write the transformed data.\n",
+    "OUTPUT_DATA_FOLDER = \"../data/transformed\""
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 3,
    "id": "5",
    "metadata": {},
    "outputs": [],
    "source": [
-    "EXCEL_MAPPING_FILE = f\"{CONFIG_FOLDER}/conceptual_mapping.xlsx\"\n",
+    "EXCEL_MAPPING_FILE = f\"{CONFIG_FOLDER}/conceptual-mapping.xlsx\"\n",
     "OUTPUT_MAPPING_FOLDER = f\"{OUTPUT_DATA_FOLDER}/mapping\"\n",
     "CONFIG_FILE = f\"{CONFIG_FOLDER}/config.json\"\n",
     "\n",
-    "\n",
     "# CREATE THE OUTPUT FOLDER IF NOT EXISTING\n",
     "if not os.path.exists(OUTPUT_MAPPING_FOLDER):\n",
     "    os.makedirs(OUTPUT_MAPPING_FOLDER)\n",
@@ -107,12 +105,12 @@
    "id": "8",
    "metadata": {},
    "source": [
-    "### Extracting Variables from Config"
+    "## Extracting Variables from Config"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 5,
    "id": "9",
    "metadata": {},
    "outputs": [],
@@ -143,8 +141,22 @@
   }
  ],
  "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
   "language_info": {
-   "name": "python"
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.12.8"
   }
  },
  "nbformat": 4,
diff --git a/manufacturing-cloud/configure/data/raw/production-details.csv b/manufacturing-cloud/configure/data/raw/ProductionDetails.csv
similarity index 100%
rename from manufacturing-cloud/configure/data/raw/production-details.csv
rename to manufacturing-cloud/configure/data/raw/ProductionDetails.csv