null values checked

SrijanShovit · May 14, 2024 · c55d44f · c55d44f
1 parent a3c7b4c
commit c55d44f
Showing 1 changed file with 63 additions and 10 deletions.
diff --git a/Lung Cancer Detection/Lung-cancer-detection-Exploration.ipynb b/Lung Cancer Detection/Lung-cancer-detection-Exploration.ipynb
@@ -2,7 +2,7 @@
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@@ -22,7 +22,7 @@
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@@ -40,7 +40,7 @@
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@@ -206,7 +206,7 @@
        "4                    2                      1           1          NO  "
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@@ -237,7 +237,7 @@
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@@ -247,7 +247,7 @@
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@@ -274,7 +274,7 @@
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@@ -332,7 +332,7 @@
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@@ -546,7 +546,7 @@
        "max      2.000000             2.000000               2.000000    2.000000  "
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@@ -569,10 +569,63 @@
     "###  Rest other features and label are categorical data, each having two sub categories."
    ]
   },
+  {
+   "cell_type": "markdown",
+   "id": "5a62df6e",
+   "metadata": {},
+   "source": [
+    "## Null values check"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "id": "5d592446",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "GENDER                   0\n",
+       "AGE                      0\n",
+       "SMOKING                  0\n",
+       "YELLOW_FINGERS           0\n",
+       "ANXIETY                  0\n",
+       "PEER_PRESSURE            0\n",
+       "CHRONIC DISEASE          0\n",
+       "FATIGUE                  0\n",
+       "ALLERGY                  0\n",
+       "WHEEZING                 0\n",
+       "ALCOHOL CONSUMING        0\n",
+       "COUGHING                 0\n",
+       "SHORTNESS OF BREATH      0\n",
+       "SWALLOWING DIFFICULTY    0\n",
+       "CHEST PAIN               0\n",
+       "LUNG_CANCER              0\n",
+       "dtype: int64"
+      ]
+     },
+     "execution_count": 10,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df.isnull().sum()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "44d3ac21",
+   "metadata": {},
+   "source": [
+    "### There are no null values in the dataset."
+   ]
+  },
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    "execution_count": null,
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+   "id": "c4995c1c",
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    "source": []