From ea3c398d9395e0c536b2ecfa3b52a183c8dc139e Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?=E2=80=9CMSS3-ALSULAIMA=E2=80=9D?=
<Mohammed3.Alsulaimani@live.uwe.ac.uk>
Date: Tue, 14 Nov 2023 07:05:41 +0400
Subject: [PATCH] cleaned the data frame
---
UFCFVQ-15-M Programming Task 2 Template.ipynb | 31 ++++++++++++-------
1 file changed, 19 insertions(+), 12 deletions(-)
diff --git a/UFCFVQ-15-M Programming Task 2 Template.ipynb b/UFCFVQ-15-M Programming Task 2 Template.ipynb
index 7afe269..798506c 100644
--- a/UFCFVQ-15-M Programming Task 2 Template.ipynb
+++ b/UFCFVQ-15-M Programming Task 2 Template.ipynb
@@ -19,7 +19,7 @@
},
{
"cell_type": "code",
- "execution_count": 3,
+ "execution_count": 2,
"metadata": {},
"outputs": [
{
@@ -73,7 +73,7 @@
},
{
"cell_type": "code",
- "execution_count": 5,
+ "execution_count": 3,
"metadata": {},
"outputs": [
{
@@ -121,7 +121,7 @@
},
{
"cell_type": "code",
- "execution_count": 6,
+ "execution_count": 4,
"metadata": {},
"outputs": [
{
@@ -182,7 +182,7 @@
},
{
"cell_type": "code",
- "execution_count": 9,
+ "execution_count": 5,
"metadata": {},
"outputs": [
{
@@ -205,7 +205,14 @@
]
}
],
- "source": []
+ "source": [
+ "\n",
+ "# Removing rows containing missing values\n",
+ "cleaned_data_frame = merged_data_frame.dropna()\n",
+ "\n",
+ "# Displaying the cleaned new DataFrame\n",
+ "print(cleaned_data_frame.head())\n"
+ ]
},
{
"cell_type": "markdown",
@@ -224,7 +231,7 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 6,
"metadata": {},
"outputs": [],
"source": [
@@ -248,7 +255,7 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 7,
"metadata": {},
"outputs": [],
"source": [
@@ -272,7 +279,7 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 8,
"metadata": {},
"outputs": [],
"source": [
@@ -296,7 +303,7 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 9,
"metadata": {},
"outputs": [],
"source": [
@@ -320,7 +327,7 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 10,
"metadata": {},
"outputs": [],
"source": [
@@ -344,7 +351,7 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 11,
"metadata": {},
"outputs": [],
"source": [
@@ -368,7 +375,7 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 12,
"metadata": {},
"outputs": [],
"source": [
--
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