diff --git a/UFCFVQ-15-M Programming Task 1.ipynb b/UFCFVQ-15-M Programming Task 1.ipynb
index 50fdad7d593c088046e0d1f1e2ab75558640f51a..010e397e2b0378ec0b6175334ff7f04cd7cd724d 100644
--- a/UFCFVQ-15-M Programming Task 1.ipynb
+++ b/UFCFVQ-15-M Programming Task 1.ipynb
@@ -14,15 +14,93 @@
"cell_type": "markdown",
"metadata": {},
"source": [
- "### Requirement FR1.1 - Find the arithmetic mean"
+ "#### Reading the Task1.dat dataset\n",
+ "\n",
+ "Creating a variable to read task 1.dat to call it faster between tasks."
]
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 1,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "<class 'list'>\n"
+ ]
+ }
+ ],
+ "source": [
+ "#Creating a variable called (List) and opening the 'task 1.dat' file as 'read' mode\n",
+ "List = open('task1.dat','r')\n",
+ "#Reading the data of the file.\n",
+ "List = List.read()\n",
+ "#print(type(List)) #The type is (string) at this point and item are one below each other (not a list)\n",
+ "\n",
+ "#Removing the \\n and making it as list\n",
+ "ConvertToList = list(List.strip().split())\n",
+ "print(type(ConvertToList)) #The type is (list) at this point but each item is str inside the list is e.g['148', '85', '183']\n",
+ "\n",
+ "#Converting all numbers to integer\n",
+ "List = list(map(int, ConvertToList))\n",
+ "#print(type(List)) #Now all numbers are integer list e.g [148, 85, 183]"
+ ]
+ },
+ {
+ "cell_type": "markdown",
"metadata": {},
- "outputs": [],
- "source": []
+ "source": [
+ "### Requirement FR1.1 - Find the arithmetic mean"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 2,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "The mean of the list = 120.895\n"
+ ]
+ }
+ ],
+ "source": [
+ "#function to get the mean of a python list\n",
+ "def meanFinder(List):\n",
+ " #assining the varivale to be global so it can be called any were else (as it has been called in FR1.7)\n",
+ " global ListMean\n",
+ " MeanListSum = 0\n",
+ " MeanListLength = 0\n",
+ " \n",
+ " #Find the sum of the list using pure python\n",
+ " for DataInList in List:\n",
+ " MeanListSum += DataInList\n",
+ " \n",
+ " #Find the Length of the list using pure python \n",
+ " for DataLength in List:\n",
+ " MeanListLength += 1\n",
+ " \n",
+ " #Find the mean of the list using the mathematical mean equation\n",
+ " ListMean = MeanListSum/MeanListLength\n",
+ " \n",
+ " #Print The result and round it to 3 decimal places \n",
+ " print(f'The mean of the list = {round(ListMean,3)}')\n",
+ "\n",
+ " ###\n",
+ " ##Fast Alternative way with pre-built python functions\n",
+ " ##---\n",
+ " #meanEq = sum(List)/len(List)\n",
+ " #return meanEq\n",
+ " ##---\n",
+ " ###\n",
+ " \n",
+ "#Calling the function and passing the >> List << argument to it \n",
+ "meanFinder(List)"
+ ]
},
{
"cell_type": "markdown",
@@ -41,10 +119,45 @@
},
{
"cell_type": "code",
- "execution_count": null,
- "metadata": {},
- "outputs": [],
- "source": []
+ "execution_count": 3,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Standard Devision of the list = 31.952\n"
+ ]
+ }
+ ],
+ "source": [
+ "#Function to find the standard deviation\n",
+ "def StdDevFinder(List):\n",
+ " #assining the varivale to be global so it can be called any were else (as it has been called in FR1.7)\n",
+ " global STD_DEV\n",
+ " \n",
+ " \n",
+ " #Find the sum of the list using pre-bulid python function (len)\n",
+ " StdListSum = sum(List)\n",
+ " \n",
+ " #Find the length of the list using pre-bulid python function (len)\n",
+ " StdListLength = len(List)\n",
+ " \n",
+ " #Find the mean of the list\n",
+ " StdListMean = StdListSum/StdListLength\n",
+ " \n",
+ " #Find the variance among the list using its mathematical equation\n",
+ " # (Square each deviation from the mean & Calculate the variance)\n",
+ " StdVariance = sum((DataInList - StdListMean)**2 for DataInList in List) / StdListLength\n",
+ " STD_DEV = StdVariance ** 0.5\n",
+ " \n",
+ " #Print The result and round it to 3 decimal places \n",
+ " print(f'Standard Devision of the list = {round(STD_DEV,3)}')\n",
+ "\n",
+ "\n",
+ "#Calling the function and passing the >> List << argument to it \n",
+ "StdDevFinder(List)"
+ ]
},
{
"cell_type": "markdown",
@@ -63,10 +176,64 @@
},
{
"cell_type": "code",
- "execution_count": null,
- "metadata": {},
- "outputs": [],
- "source": []
+ "execution_count": 4,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "The minimum number in the list = 0\n",
+ "The max number in the list = 199\n"
+ ]
+ }
+ ],
+ "source": [
+ "#Function to find the minimum value in a python list\n",
+ "def MinFinder(List):\n",
+ " #set a variable that carry the first number in the list to compare it with other numbers in the list\n",
+ " ListMin=List[0]\n",
+ " #For loop to accsses each number in the list\n",
+ " for numbers in range(1,len(List)):\n",
+ " #If the new number is smaller than the next number in the list, assign it as (ListMin) 'the new smallest number'\n",
+ " if List[numbers] <ListMin:\n",
+ " ListMin=List[numbers] \n",
+ " #Print out the smallest number \n",
+ " print(f'The minimum number in the list = {ListMin}')\n",
+ " \n",
+ " ###\n",
+ " ##Fast Alternative way with pre-built python functions\n",
+ " ##---\n",
+ " #ListMin = min(List)\n",
+ " #return ListMin\n",
+ " ##---\n",
+ " ###\n",
+ "\n",
+ "#Function to find the maximum value in a python list\n",
+ "def MaxFinder(List):\n",
+ " #set a variable that carry the first number in the list to compare it with other numbers in the list\n",
+ " ListMax=List[0]\n",
+ " #For loop to accsses each number in the list\n",
+ " for numbers in range(1,len(List)):\n",
+ " #If the new number is bigger than the next number in the list, assign it as (ListMax) 'the new largest number'\n",
+ " if(List[numbers]>ListMax):\n",
+ " ListMax=List[numbers]\n",
+ " #Print out the largest number \n",
+ " print(f'The max number in the list = {ListMax}')\n",
+ " \n",
+ " ###\n",
+ " ##Fast Alternative way with pre-build python functions\n",
+ " ##---\n",
+ " #ListMax = max(List)\n",
+ " #return ListMax\n",
+ " ##---\n",
+ " ###\n",
+ " \n",
+ " \n",
+ "#Calling the functions and passing the >> List << argument to it \n",
+ "MinFinder(List)\n",
+ "MaxFinder(List)"
+ ]
},
{
"cell_type": "markdown",
@@ -80,15 +247,59 @@
"cell_type": "markdown",
"metadata": {},
"source": [
- "### Requirement FR1.4 - Find the 25th percentile "
+ "#### Percentile Function \n",
+ "Creating Percentile Function to be used for FR1.4 to FR1.7"
]
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 5,
"metadata": {},
"outputs": [],
- "source": []
+ "source": [
+ "#A function has been created before the question to calculate all percentile inside the List\n",
+ "#The function takes two arguments, List(the data list), percentile(the percentile number)\n",
+ "def percentileFinder(List,percentile):\n",
+ " #Firstly, finding the length of the list\n",
+ " ListNumber = len(List)\n",
+ " #Multiplying the length with the percentile number and dividing it by 100 (percentile equation) \n",
+ " Listpercentile = ListNumber * percentile / 100\n",
+ " #If the number inside the (List Percentile) is integer, sort it and return it to (List Percentile list)\n",
+ " if Listpercentile.is_integer():\n",
+ " Listpercentile = sorted(List)[int(Listpercentile)]\n",
+ " return Listpercentile\n",
+ " #else, remove it from (List Percentile list)\n",
+ " else:\n",
+ " Listpercentile = sorted(List)[int(round(Listpercentile)) -1]\n",
+ " return Listpercentile"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### Requirement FR1.4 - Find the 25th percentile "
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 6,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "The 25 percentile = 99\n"
+ ]
+ }
+ ],
+ "source": [
+ "#Finding the 25 percentile\n",
+ "percentileOf_25 = percentileFinder(List,25)\n",
+ "#Print the result\n",
+ "print(f'The 25 percentile = {percentileOf_25}')"
+ ]
},
{
"cell_type": "markdown",
@@ -107,10 +318,23 @@
},
{
"cell_type": "code",
- "execution_count": null,
- "metadata": {},
- "outputs": [],
- "source": []
+ "execution_count": 7,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "The 50 percentile = 117\n"
+ ]
+ }
+ ],
+ "source": [
+ "#Finding the 50 percentile\n",
+ "percentileOf_50 = percentileFinder(List,50)\n",
+ "#Print the result\n",
+ "print(f'The 50 percentile = {percentileOf_50}')"
+ ]
},
{
"cell_type": "markdown",
@@ -129,10 +353,23 @@
},
{
"cell_type": "code",
- "execution_count": null,
- "metadata": {},
- "outputs": [],
- "source": []
+ "execution_count": 8,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "The 75 percentile = 141\n"
+ ]
+ }
+ ],
+ "source": [
+ "#Finding the 75 percentile \n",
+ "percentileOf_75 = percentileFinder(List,75)\n",
+ "#Print the result\n",
+ "print(f'The 75 percentile = {percentileOf_75}')"
+ ]
},
{
"cell_type": "markdown",
@@ -304,7 +541,7 @@
],
"metadata": {
"kernelspec": {
- "display_name": "Python 3.10.5 64-bit",
+ "display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
@@ -318,7 +555,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
- "version": "3.10.5"
+ "version": "3.9.13"
},
"vscode": {
"interpreter": {