manually merge different versions

Cleaning.ipynb

@@ -11,7 +11,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": 2,
    "id": "3eb339fa-ef85-4544-9ad0-bc22d4de9f1a",
    "metadata": {},
    "outputs": [
@@ -158,7 +158,7 @@
        "4  0.0   3.0     0  "
       ]
      },
-     "execution_count": 1,
+     "execution_count": 2,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -190,7 +190,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": 4,
    "id": "6f7e6a3a-63cb-40e2-8746-937c24b184ef",
    "metadata": {},
    "outputs": [
@@ -214,7 +214,7 @@
        "dtype: int64"
       ]
      },
-     "execution_count": 2,
+     "execution_count": 4,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -225,7 +225,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 5,
    "id": "d1639e92-d401-49fb-a1f1-67250ffa2c81",
    "metadata": {},
    "outputs": [],
@@ -233,16 +233,45 @@
     "df.dropna(inplace=True)"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "id": "192da26d-0fb1-4b06-a046-a41b66576ed0",
+   "metadata": {},
+   "source": [
+    "<h1>Preprocessing</h1>\n",
+    "<p>Split</p>"
+   ]
+  },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 17,
+   "id": "24675f41-d48f-4e27-a3d8-e303556ee7d1",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "df['goal'] = df['goal'].replace({0: 0, 1: 1, 2: 1, 3: 1, 4: 1})"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 23,
    "id": "d7bf2c46-7885-4dfe-a4e7-8b8439cf0434",
    "metadata": {},
    "outputs": [],
    "source": [
     "# save 'cleaned' dataset as csv file for further processing\n",
+    "import os\n",
+    "os.makedirs('data', exist_ok=True)\n",
     "df.to_csv('./data/dataset_cleaned.csv', index=False)"
    ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "ce134731-e15e-4a2a-aa4e-a28de45fd3af",
+   "metadata": {},
+   "outputs": [],
+   "source": []
   }
  ],
  "metadata": {
@@ -261,7 +290,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.11.7"
+   "version": "3.11.5"
   }
  },
  "nbformat": 4,