diff --git a/UFCFVQ-15-M Programming Task 2 Template.ipynb b/UFCFVQ-15-M Programming Task 2 Template.ipynb
index 8bfd724b11ce18808cde0a0d4f2d662dfa80abab..d45fd2ff883b137cc9da3f8548e11dcafb68ab5a 100644
--- a/UFCFVQ-15-M Programming Task 2 Template.ipynb
+++ b/UFCFVQ-15-M Programming Task 2 Template.ipynb
@@ -328,11 +328,31 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 38,
"metadata": {},
- "outputs": [],
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ " Unnamed: 0 id_student gender age_band disability final_mark click_events\n",
+ "0 0 11391 M 55<= N 82.0 934.0\n",
+ "1 1 28400 F 35-55 N 67.0 1435.0\n",
+ "2 2 31604 F 35-55 N 76.0 2158.0\n",
+ "3 3 32885 F 0-35 N 55.0 1034.0\n",
+ "4 4 38053 M 35-55 N 68.0 2445.0\n"
+ ]
+ }
+ ],
"source": [
- "# add code here"
+ "# Removing unnecessary rows from 'cleaned_data_frame' by using 'drop' method.\n",
+ "# The result will be stored in 'final_data_frame', which no longer includes 'region', 'final_result', 'highest_education' columns.\n",
+ "\n",
+ "final_data_frame = renamed_data_frame.drop(columns=['region', 'final_result', 'highest_education'])\n",
+ "\n",
+ "# Displaying the Final DataFrame\n",
+ "\n",
+ "print(final_data_frame.head())"
]
},
{
@@ -352,11 +372,14 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 39,
"metadata": {},
"outputs": [],
"source": [
- "# add code here"
+ "# Saving the 'final_data_frame' to a CSV file called 'updated.csv'.\n",
+ "# By using the 'index=False' parameter I can ensure that the CSV file does not include row indices.\n",
+ "\n",
+ "final_data_frame.to_csv('updated.csv', index=False)\n"
]
},
{
diff --git a/updated.csv b/updated.csv
new file mode 100644
index 0000000000000000000000000000000000000000..871875ed5a05c47ed0ca6448e3c59538a1467ce6
--- /dev/null
+++ b/updated.csv
@@ -0,0 +1,25260 @@
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