From 4ced6ebec888784b1bcba066634f368a43984db2 Mon Sep 17 00:00:00 2001
From: wa2-alaaiddin <Wassem2.Alaaiddin@live.uwe.ac.uk>
Date: Sun, 11 Dec 2022 07:43:11 -0800
Subject: [PATCH] Task 2 Updated Version
---
UFCFVQ-15-M Programming Task 2.ipynb | 81 ++++++++++++++++++++++++++--
1 file changed, 78 insertions(+), 3 deletions(-)
diff --git a/UFCFVQ-15-M Programming Task 2.ipynb b/UFCFVQ-15-M Programming Task 2.ipynb
index 1b10b94..6067be0 100644
--- a/UFCFVQ-15-M Programming Task 2.ipynb
+++ b/UFCFVQ-15-M Programming Task 2.ipynb
@@ -1395,7 +1395,8 @@
"metadata": {},
"outputs": [],
"source": [
- "# add code here"
+ "# Store the DataFrame into a New CSV file\n",
+ "Datasetframe.to_csv(\"update.csv\")"
]
},
{
@@ -1409,9 +1410,83 @@
"cell_type": "code",
"execution_count": 9,
"metadata": {},
- "outputs": [],
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "<div>\n",
+ "<style scoped>\n",
+ " .dataframe tbody tr th:only-of-type {\n",
+ " vertical-align: middle;\n",
+ " }\n",
+ "\n",
+ " .dataframe tbody tr th {\n",
+ " vertical-align: top;\n",
+ " }\n",
+ "\n",
+ " .dataframe thead th {\n",
+ " text-align: right;\n",
+ " }\n",
+ "</style>\n",
+ "<table border=\"1\" class=\"dataframe\">\n",
+ " <thead>\n",
+ " <tr style=\"text-align: right;\">\n",
+ " <th></th>\n",
+ " <th>age_band</th>\n",
+ " <th>final_mark</th>\n",
+ " <th>click_events</th>\n",
+ " </tr>\n",
+ " </thead>\n",
+ " <tbody>\n",
+ " <tr>\n",
+ " <th>0</th>\n",
+ " <td>0-35</td>\n",
+ " <td>72.503298</td>\n",
+ " <td>1616.655333</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>1</th>\n",
+ " <td>35-55</td>\n",
+ " <td>75.049726</td>\n",
+ " <td>2193.875685</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>2</th>\n",
+ " <td>55<=</td>\n",
+ " <td>77.718919</td>\n",
+ " <td>3574.864865</td>\n",
+ " </tr>\n",
+ " </tbody>\n",
+ "</table>\n",
+ "</div>"
+ ],
+ "text/plain": [
+ " age_band final_mark click_events\n",
+ "0 0-35 72.503298 1616.655333\n",
+ "1 35-55 75.049726 2193.875685\n",
+ "2 55<= 77.718919 3574.864865"
+ ]
+ },
+ "execution_count": 9,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
"source": [
- "# add code here"
+ "# Importing numpy \n",
+ "import numpy as np\n",
+ "\n",
+ "# Reading update.csv file that is saved in FR2.9\n",
+ "UpdateDataFrame = pd.read_csv('update.csv')\n",
+ "\n",
+ "# groupby() = Grouping all the dataset by 'age_band' \n",
+ "# agg() = Apply function/list of function over an axis of the Data\n",
+ "# reset_index() = Reset the index to default\n",
+ "\n",
+ "UpdateDataFrame = UpdateDataFrame.groupby('age_band').agg({'final_mark':'mean', 'click_events':'mean'}).reset_index()\n",
+ "\n",
+ "# Printing the Output\n",
+ "UpdateDataFrame"
]
},
{
--
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