From 7d34bda134bb1b46fba329ba3c409e6ed5ae2816 Mon Sep 17 00:00:00 2001
From: kenza-benkirane <kenzabenkirane12@gmail.com>
Date: Wed, 28 Feb 2024 22:56:56 +0000
Subject: [PATCH] Data_Analysis

---
 data.ipynb | 63 ++++++++++++++++++++++++++++++++----------------------
 1 file changed, 38 insertions(+), 25 deletions(-)

diff --git a/data.ipynb b/data.ipynb
index 89aadf3..f46cd04 100644
--- a/data.ipynb
+++ b/data.ipynb
@@ -1250,13 +1250,7 @@
       "MAX_GLU_SERUM: 0 , 0.00\n",
       "A1CRESULT: 0 , 0.00\n",
       "METFORMIN: 0 , 0.00\n",
-      "REPAGLINIDE: 0 , 0.00\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "REPAGLINIDE: 0 , 0.00\n",
       "NATEGLINIDE: 0 , 0.00\n",
       "CHLORPROPAMIDE: 0 , 0.00\n",
       "GLIMEPIRIDE: 0 , 0.00\n",
@@ -1983,18 +1977,11 @@
     ")\n"
    ]
   },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
   {
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### 1. Numerical columns\n"
+    "#### 1. Numerical columns\n"
    ]
   },
   {
@@ -2612,6 +2599,13 @@
     "plt.show()\n"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### 2. Categorical data\n"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": null,
@@ -2649,13 +2643,6 @@
     "plt.show()\n"
    ]
   },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "### 2. Categorical columns\n"
-   ]
-  },
   {
    "cell_type": "code",
    "execution_count": null,
@@ -3408,14 +3395,14 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "## 1. Sampling\n"
+    "### 1. Sampling\n"
    ]
   },
   {
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "## 2. Preprocessing\n"
+    "### 2. Preprocessing\n"
    ]
   },
   {
@@ -3586,7 +3573,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### b. Encoding\n"
+    "#### b. Encoding\n"
    ]
   },
   {
@@ -3697,6 +3684,32 @@
     "#     \"METFORMIN-ROSIGLITAZONE\" \"TOLBUTAMIDE\",\n",
     "# ]\n"
    ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### 3. Data Analysis\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### 1. Numerical columns\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### 2. Categorical columns\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": []
   }
  ],
  "metadata": {