diff --git a/Ex1_Python.ipynb b/Ex1_Python.ipynb
index 9467544..a6f3f71 100644
--- a/Ex1_Python.ipynb
+++ b/Ex1_Python.ipynb
@@ -1,290 +1,605 @@
 {
- "cells": [
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "colab_type": "text",
-    "id": "view-in-github"
-   },
-   "source": [
-    "<a href=\"https://colab.research.google.com/github/myothida/PythonProgramming/blob/main/Ex1_Python.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "thgO68_HZ0Aa"
-   },
-   "source": [
-    "# Introduction"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "PIh3i0c_Z_yP"
-   },
-   "source": [
-    "This section introduces the Python Programming uisng Colab. Follow the instructions and complete the exercises."
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "gCw6SfeFZ78l"
-   },
-   "source": [
-    "# Ex 1 : Check Version"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "6Vm-27iLabjm"
-   },
-   "source": [
-    "Using the below cell, Import the required library and check the version of the python in your environment. "
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "id": "PJDYHB4AXVdc"
-   },
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "5qTEiwGlawf5"
-   },
-   "source": [
-    "# Ex2 : Convert Currency. "
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "XH8K1p0ypVCg"
-   },
-   "source": [
-    "Write a program that asks the user for the amount in usd and converts it to British pounds. The exchange rate is from usd to BP is given as 0.82"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
+  "cells": [
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "view-in-github",
+        "colab_type": "text"
+      },
+      "source": [
+        "<a href=\"https://colab.research.google.com/github/SharonWai/PythonProgramming/blob/main/Ex1_Python.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "thgO68_HZ0Aa"
+      },
+      "source": [
+        "# Introduction"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "PIh3i0c_Z_yP"
+      },
+      "source": [
+        "This section introduces the Python Programming uisng Colab. Follow the instructions and complete the exercises."
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "gCw6SfeFZ78l"
+      },
+      "source": [
+        "# Ex 1 : Check Version"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "6Vm-27iLabjm"
+      },
+      "source": [
+        "Using the below cell, Import the required library and check the version of the python in your environment."
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": 1,
+      "metadata": {
+        "id": "PJDYHB4AXVdc"
+      },
+      "outputs": [],
+      "source": [
+        "import numpy as np\n",
+        "import pandas as pd\n"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "import sys\n",
+        "sys.version"
+      ],
+      "metadata": {
+        "id": "p-x9fgmCg1Cd",
+        "outputId": "587f9cde-e95b-4fb8-c84e-d87acc71ca1b",
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 35
+        }
+      },
+      "execution_count": 2,
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "'3.11.12 (main, Apr  9 2025, 08:55:54) [GCC 11.4.0]'"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "string"
+            }
+          },
+          "metadata": {},
+          "execution_count": 2
+        }
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "5qTEiwGlawf5"
+      },
+      "source": [
+        "# Ex2 : Convert Currency."
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "XH8K1p0ypVCg"
+      },
+      "source": [
+        "Write a program that asks the user for the amount in usd and converts it to British pounds. The exchange rate is from usd to BP is given as 0.82"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": 3,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "x9xQXOnRa0MS",
+        "outputId": "6b2f6c9e-4532-4dc1-ae56-f73772c0e360"
+      },
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "Enter the amount in USD: 1500\n",
+            "1500 usd is equivalent to 1230.0 british pound\n"
+          ]
+        }
+      ],
+      "source": [
+        "usd_amount = input (\"Enter the amount in USD: \")\n",
+        "bp_amount = int(usd_amount) *0.82\n",
+        "print(\"{} usd is equivalent to {} british pound\".format(usd_amount, bp_amount))"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "ePfECwUIpli4"
+      },
+      "source": [
+        "# Ex 3: Temperature Converter"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "Y60hUWDsp3pK"
+      },
+      "source": [
+        "Write a program that convert temperature in Feranhite to celsius."
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": 6,
+      "metadata": {
+        "id": "G9PbO6qPoUfn",
+        "outputId": "78edf862-52cc-477a-a644-d016feef6282",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        }
+      },
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "Enter the Feranhite degree 100\n",
+            "100 Feranhite is equivalent to 37.77777777777778 Celsius\n"
+          ]
+        }
+      ],
+      "source": [
+        "Feranhite_degree = input (\"Enter the Feranhite degree \")\n",
+        "Celsius_degree = int (Feranhite - 32) * 5/9\n",
+        "print (\"{} Feranhite is equivalent to {} Celsius\".format(Feranhite_degree, Celsius_degree))"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "a2kNRO9Vp7Qz"
+      },
+      "source": [
+        "# Ex 4: Daily Maths"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "lItKon9qqEUn"
+      },
+      "source": [
+        "You are working in a retail shop. Write a program that computes the total cost for a customer that bought 3 differnt types of fruits : apple, orange, mango. Ask the user to enter the quantity and price for each type."
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "#Ask customers to provide quantity and price of fruits: apple, orange, and mango\n",
+        "apple_quantity = float(input(\"Enter the quantity of apples(qty): \"))\n",
+        "apple_price = float(input(\"Enter the price of each apple ($): \"))\n",
+        "orange_quantity = float(input(\"Enter the quantity of oranges(qty): \"))\n",
+        "orange_price = float(input(\"Enter the price of each orange ($): \"))\n",
+        "mango_quantity = float(input(\"Enter the quantity of mangoes(qty): \"))\n",
+        "mango_price = float(input(\"Enter the price of each mango ($): \"))\n",
+        "\n",
+        "#Not allowed customer's inputs of negative value\n",
+        "if any(value<0 for value in [apple_quantity, apple_price, orange_quantity, orange_price, mango_quantity, mango_price]):\n",
+        "  print(\"Error: Quantities and prices cannot be negative.\")\n",
+        "\n",
+        "#Calculate cost for each fruit\n",
+        "apple_cost = apple_quantity * apple_price\n",
+        "orange_cost = orange_quantity * orange_price\n",
+        "mango_cost = mango_quantity * mango_price\n",
+        "\n",
+        "#Calculate total cost\n",
+        "total_cost = apple_cost + orange_cost + mango_cost\n",
+        "\n",
+        "#Print the price for apple, orange and mango\n",
+        "print (f\"Apples:{apple_quantity} x {apple_price} = $ {apple_cost:}\")\n",
+        "print (f\"Oranges:{orange_quantity} x {orange_price} = $ {orange_cost:}\")\n",
+        "print (f\"Mangoes:{mango_quantity} x {mango_price} = $ {mango_cost:}\")"
+      ],
+      "metadata": {
+        "id": "6lx_tcXijC8b",
+        "outputId": "7dc8b32a-f8a0-409f-8d17-b243d66f2e7d",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        }
+      },
+      "execution_count": 27,
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "Enter the quantity of apples(qty): 2\n",
+            "Enter the price of each apple ($): 3\n",
+            "Enter the quantity of oranges(qty): 3\n",
+            "Enter the price of each orange ($): 3\n",
+            "Enter the quantity of mangoes(qty): 5\n",
+            "Enter the price of each mango ($): 5\n",
+            "Apples:2.0 x 3.0 = $ 6.0\n",
+            "Oranges:3.0 x 3.0 = $ 9.0\n",
+            "Mangoes:5.0 x 5.0 = $ 25.0\n"
+          ]
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [],
+      "metadata": {
+        "id": "r988Fb9b2gqx"
+      },
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "31fXlmEQqgvW"
+      },
+      "source": [
+        "# Ex 5 : Greeting"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "zvnmj8MGrJIw"
+      },
+      "source": [
+        "Write a program to greet the customer who provides the user name. Your program should ask the name of the customer and print \"Hello + customer name\""
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": 31,
+      "metadata": {
+        "id": "Z6ynxZMarIXh",
+        "outputId": "154e3bf2-31db-4ec0-e168-f8761a2bedd6",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        }
+      },
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "Welcome \n",
+            "Hello\n",
+            "Enter Customer name: Alex\n",
+            "Customer name is:Alex \n"
+          ]
+        }
+      ],
+      "source": [
+        "print (\"Welcome \")\n",
+        "print (\"Hello\")\n",
+        "customer_name = input(\"Enter Customer name: \")\n",
+        "print(f\"Customer name is:{customer_name} \")"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "source": [],
+      "metadata": {
+        "id": "enf_hrmGnD0y"
+      }
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "oe8oJ3k2gLHT"
+      },
+      "source": [
+        "# Ex 6: Random Number\n",
+        "Write a program that generates a random number, x, between 1 and 50, a random number y between 2 and 5, and computes x^y."
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": 32,
+      "metadata": {
+        "id": "_EaI6GJTgLHT",
+        "outputId": "ff5f697d-3fe2-4e22-da1f-81c6c20e0374",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        }
+      },
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "A random number between 1 and 10:  2\n",
+            "A random number between 2 and 5: 2\n",
+            "x^y: 4\n"
+          ]
+        }
+      ],
+      "source": [
+        "from random import randint\n",
+        "x = randint(1,10)\n",
+        "print('A random number between 1 and 10: ', x)\n",
+        "\n",
+        "y = randint(2,5)\n",
+        "print(\"A random number between 2 and 5:\", y)\n",
+        "\n",
+        "print(\"x^y:\", x**y)"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "Nk_pK1xUgLHT"
+      },
+      "source": [
+        "# Ex 7: Greet many times.\n",
+        "Write a program that generates a random number between 1 and 10 and prints your name that many times."
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": 36,
+      "metadata": {
+        "id": "oy7n2PUGgLHU",
+        "outputId": "72ff6bbb-0112-4c3d-8575-32084f874617",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        }
+      },
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "1. Sharon Wai\n",
+            "2. Sharon Wai\n",
+            "3. Sharon Wai\n",
+            "4. Sharon Wai\n",
+            "5. Sharon Wai\n",
+            "6. Sharon Wai\n",
+            "7. Sharon Wai\n",
+            "1. Sharon Wai\n"
+          ]
+        }
+      ],
+      "source": [
+        "import random\n",
+        "import random\n",
+        "\n",
+        "#Define my name to print\n",
+        "your_name = \"Sharon Wai\"\n",
+        "\n",
+        "#Generate a random number between 1 and 10\n",
+        "result = random.randint(1,10)\n",
+        "\n",
+        "#To print name many times.\n",
+        "for i in range(result):\n",
+        "  print(f\"{i+1}. {name}\")\n",
+        "result = random.randint(1,10)\n",
+        "\n",
+        "#To print name many times.\n",
+        "for i in range(result):\n",
+        "  print(f\"{i+1}. {name}\")"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "70DTA1t-gLHU"
+      },
+      "source": [
+        "# Ex 8: Computing.\n",
+        "Write a program that asks the user to enter two numbers, x and y, and computes |x-y|/(x+y)."
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": 39,
+      "metadata": {
+        "id": "3sQ1yFe5gLHU",
+        "outputId": "d3ba7576-d8d4-437d-de62-aafdb0c51399",
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 106
+        }
+      },
+      "outputs": [
+        {
+          "output_type": "error",
+          "ename": "IndentationError",
+          "evalue": "expected an indented block after 'if' statement on line 5 (<ipython-input-39-62e0a40ff0f8>, line 6)",
+          "traceback": [
+            "\u001b[0;36m  File \u001b[0;32m\"<ipython-input-39-62e0a40ff0f8>\"\u001b[0;36m, line \u001b[0;32m6\u001b[0m\n\u001b[0;31m    print(\"Error: Division by zero is not allowed (x + y = 0.)\")\u001b[0m\n\u001b[0m    ^\u001b[0m\n\u001b[0;31mIndentationError\u001b[0m\u001b[0;31m:\u001b[0m expected an indented block after 'if' statement on line 5\n"
+          ]
+        }
+      ],
+      "source": [
+        "# Ask the user to enter two numbers\n",
+        "x = float(input(\"Enter the first number (x):\"))\n",
+        "y = float (input(\"Enter the second number (y):\"))\n",
+        "\n",
+        "if x + y == 0:\n",
+        "print(\"Error: Division by zero is not allowed (x + y = 0.)\")\n",
+        "else:\n",
+        "\n",
+        "  result = abs(x-y)/(x+y)\n",
+        "  print(f\"The result of abs(x-y)/(x+y) is: {result}\")"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "g-h6PkfggLHU"
+      },
+      "source": [
+        "# Ex 9: Computing\n",
+        "\n",
+        "Write a program that asks the user for a number of seconds and prints out how many minutes and seconds that is. For instance, 200 seconds is 3 minutes and 20 seconds."
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": 40,
+      "metadata": {
+        "id": "vZIj1RnygLHV",
+        "outputId": "0e8e23de-97dc-45d0-dd13-562dd570a8e8",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        }
+      },
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "Enter the number of seconds:200\n",
+            "200 seconds is 3 minutes and 20 seconds.\n"
+          ]
+        }
+      ],
+      "source": [
+        "#Asks the user for a total number of seconds\n",
+        "total_seconds = int(input(\"Enter the number of seconds:\"))\n",
+        "\n",
+        "# Calculate minutes and remaining seconds\n",
+        "minutes = total_seconds // 60\n",
+        "remaining_seconds = total_seconds % 60\n",
+        "\n",
+        "# Print the result\n",
+        "print(f\"{total_seconds} seconds is {minutes} minutes and {remaining_seconds} seconds.\")"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "DrPKscesgLHV"
+      },
+      "source": [
+        "# Ex 10: Using Math Module\n",
+        "\n",
+        "Write a program that asks the user for a number and then prints out the sine, cosine, and tangent of that number."
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": 42,
+      "metadata": {
+        "id": "-SKlKM6wgLHV",
+        "outputId": "0735c1ac-c9bd-4cbe-aa87-2aa67945c54a",
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 280
+        }
+      },
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "Enter sine number:45\n",
+            "Enter cosine number:45\n",
+            "Enter tangent number:45\n",
+            "0.8509035245341184\n"
+          ]
+        },
+        {
+          "output_type": "error",
+          "ename": "AttributeError",
+          "evalue": "module 'math' has no attribute 'cosine'",
+          "traceback": [
+            "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+            "\u001b[0;31mAttributeError\u001b[0m                            Traceback (most recent call last)",
+            "\u001b[0;32m<ipython-input-42-a86e0fe6dead>\u001b[0m in \u001b[0;36m<cell line: 0>\u001b[0;34m()\u001b[0m\n\u001b[1;32m      7\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      8\u001b[0m \u001b[0;31m#Calculate cosine, and tangent\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 9\u001b[0;31m \u001b[0mcosine_value\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mmath\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcosine\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mnum_cosine\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     10\u001b[0m \u001b[0mprint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcosine_value\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     11\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
+            "\u001b[0;31mAttributeError\u001b[0m: module 'math' has no attribute 'cosine'"
+          ]
+        }
+      ],
+      "source": [
+        "import math\n",
+        "num_sine = float(input(\"Enter sine number:\"))\n",
+        "num_cosine = float(input(\"Enter cosine number:\"))\n",
+        "num_tangent = float(input(\"Enter tangent number:\"))\n",
+        "sine_value = math.sin(num_sine)\n",
+        "print(sine_value)\n",
+        "\n",
+        "#Calculate cosine, and tangent\n",
+        "cosine_value = math.cosine(num_cosine)\n",
+        "print(cosine_value)\n",
+        "\n",
+        "tangent_value = math.tangent(num_tangent)\n",
+        "print(tangent_value)\n",
+        "\n",
+        "#Print the results of sine, cosine and tangent\n",
+        "print(f\"sine of {num} is {sine_value}\")\n",
+        "print(f\"cosine of {num} is {cosine_value}\")\n",
+        "print(f\"tangent of {num} is {tangent_value}\")\n",
+        "\n",
+        "\n",
+        "\n"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [],
+      "metadata": {
+        "id": "SSIPZZf98Pr7"
+      },
+      "execution_count": null,
+      "outputs": []
+    }
+  ],
+  "metadata": {
     "colab": {
-     "base_uri": "https://localhost:8080/"
-    },
-    "id": "x9xQXOnRa0MS",
-    "outputId": "64294c78-0769-4728-f781-9204a1aa51e3"
-   },
-   "outputs": [],
-   "source": [
-    "usd_amount = input (\"Enter the amount in USD: \")\n",
-    "bp_amount = int(usd_amount) *0.82\n",
-    "print(\"{} usd is equivalent to {} british pound\".format(usd_amount, bp_amount))"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "ePfECwUIpli4"
-   },
-   "source": [
-    "# Ex 3: Temperature Converter"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "Y60hUWDsp3pK"
-   },
-   "source": [
-    "Write a program that convert temperature in Feranhite to celsius. "
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "id": "G9PbO6qPoUfn"
-   },
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "a2kNRO9Vp7Qz"
-   },
-   "source": [
-    "# Ex 4: Daily Maths"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "lItKon9qqEUn"
-   },
-   "source": [
-    "You are working in a retail shop. Write a program that computes the total cost for a customer that bought 3 differnt types of fruits : apple, orange, mango. Ask the user to enter the quantity and price for each type. "
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "id": "mIQFjH6wqDma"
-   },
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "31fXlmEQqgvW"
-   },
-   "source": [
-    "# Ex 5 : Greeting"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "zvnmj8MGrJIw"
-   },
-   "source": [
-    "Write a program to greet the customer who provides the user name. Your program should ask the name of the customer and print \"Hello + customer name\""
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "id": "Z6ynxZMarIXh"
-   },
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "# Ex 6: Random Number\n",
-    "Write a program that generates a random number, x, between 1 and 50, a random number y between 2 and 5, and computes x^y."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "from random import randint\n",
-    "x = randint(1,10)\n",
-    "print('A random number between 1 and 10: ', x)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "# Ex 7: Greet many times.\n",
-    "Write a program that generates a random number between 1 and 10 and prints your name that many times."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "\n"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "# Ex 8: Computing. \n",
-    "Write a program that asks the user to enter two numbers, x and y, and computes |x-y|/(x+y)."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "# Ex 9: Computing\n",
-    "\n",
-    "Write a program that asks the user for a number of seconds and prints out how many minutes and seconds that is. For instance, 200 seconds is 3 minutes and 20 seconds."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "# Ex 10: Using Math Module\n",
-    "\n",
-    "Write a program that asks the user for a number and then prints out the sine, cosine, and tangent of that number."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import math\n",
-    "num = float(input(\"Enter a number:\"))\n",
-    "sine_value = math.sin(num)\n",
-    "print(sine_value)\n"
-   ]
-  }
- ],
- "metadata": {
-  "colab": {
-   "collapsed_sections": [],
-   "include_colab_link": true,
-   "name": "Ex1_Python.ipynb",
-   "provenance": []
-  },
-  "kernelspec": {
-   "display_name": "Python 3",
-   "language": "python",
-   "name": "python3"
+      "name": "Ex1_Python.ipynb",
+      "provenance": [],
+      "include_colab_link": true
+    },
+    "kernelspec": {
+      "display_name": "Python 3",
+      "language": "python",
+      "name": "python3"
+    },
+    "language_info": {
+      "codemirror_mode": {
+        "name": "ipython",
+        "version": 3
+      },
+      "file_extension": ".py",
+      "mimetype": "text/x-python",
+      "name": "python",
+      "nbconvert_exporter": "python",
+      "pygments_lexer": "ipython3",
+      "version": "3.12.1"
+    }
   },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.12.1"
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 1
-}
+  "nbformat": 4,
+  "nbformat_minor": 0
+}
\ No newline at end of file
diff --git a/SharonWai/Ex1_Python_SharonWai.ipynb b/SharonWai/Ex1_Python_SharonWai.ipynb
new file mode 100644
index 0000000..659ab5f
--- /dev/null
+++ b/SharonWai/Ex1_Python_SharonWai.ipynb
@@ -0,0 +1,605 @@
+{
+  "cells": [
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "view-in-github",
+        "colab_type": "text"
+      },
+      "source": [
+        "<a href=\"https://colab.research.google.com/github/SharonWai/PythonProgramming/blob/main/Ex1_Python_SharonWai.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "thgO68_HZ0Aa"
+      },
+      "source": [
+        "# Introduction"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "PIh3i0c_Z_yP"
+      },
+      "source": [
+        "This section introduces the Python Programming uisng Colab. Follow the instructions and complete the exercises."
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "gCw6SfeFZ78l"
+      },
+      "source": [
+        "# Ex 1 : Check Version"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "6Vm-27iLabjm"
+      },
+      "source": [
+        "Using the below cell, Import the required library and check the version of the python in your environment."
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": 1,
+      "metadata": {
+        "id": "PJDYHB4AXVdc"
+      },
+      "outputs": [],
+      "source": [
+        "import numpy as np\n",
+        "import pandas as pd\n"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "import sys\n",
+        "sys.version"
+      ],
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 36
+        },
+        "id": "p-x9fgmCg1Cd",
+        "outputId": "587f9cde-e95b-4fb8-c84e-d87acc71ca1b"
+      },
+      "execution_count": 2,
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "'3.11.12 (main, Apr  9 2025, 08:55:54) [GCC 11.4.0]'"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "string"
+            }
+          },
+          "metadata": {},
+          "execution_count": 2
+        }
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "5qTEiwGlawf5"
+      },
+      "source": [
+        "# Ex2 : Convert Currency."
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "XH8K1p0ypVCg"
+      },
+      "source": [
+        "Write a program that asks the user for the amount in usd and converts it to British pounds. The exchange rate is from usd to BP is given as 0.82"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": 3,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "x9xQXOnRa0MS",
+        "outputId": "6b2f6c9e-4532-4dc1-ae56-f73772c0e360"
+      },
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "Enter the amount in USD: 1500\n",
+            "1500 usd is equivalent to 1230.0 british pound\n"
+          ]
+        }
+      ],
+      "source": [
+        "usd_amount = input (\"Enter the amount in USD: \")\n",
+        "bp_amount = int(usd_amount) *0.82\n",
+        "print(\"{} usd is equivalent to {} british pound\".format(usd_amount, bp_amount))"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "ePfECwUIpli4"
+      },
+      "source": [
+        "# Ex 3: Temperature Converter"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "Y60hUWDsp3pK"
+      },
+      "source": [
+        "Write a program that convert temperature in Feranhite to celsius."
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": 6,
+      "metadata": {
+        "id": "G9PbO6qPoUfn",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "78edf862-52cc-477a-a644-d016feef6282"
+      },
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "Enter the Feranhite degree 100\n",
+            "100 Feranhite is equivalent to 37.77777777777778 Celsius\n"
+          ]
+        }
+      ],
+      "source": [
+        "Feranhite_degree = input (\"Enter the Feranhite degree \")\n",
+        "Celsius_degree = int (Feranhite - 32) * 5/9\n",
+        "print (\"{} Feranhite is equivalent to {} Celsius\".format(Feranhite_degree, Celsius_degree))"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "a2kNRO9Vp7Qz"
+      },
+      "source": [
+        "# Ex 4: Daily Maths"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "lItKon9qqEUn"
+      },
+      "source": [
+        "You are working in a retail shop. Write a program that computes the total cost for a customer that bought 3 differnt types of fruits : apple, orange, mango. Ask the user to enter the quantity and price for each type."
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "#Ask customers to provide quantity and price of fruits: apple, orange, and mango\n",
+        "apple_quantity = float(input(\"Enter the quantity of apples(qty): \"))\n",
+        "apple_price = float(input(\"Enter the price of each apple ($): \"))\n",
+        "orange_quantity = float(input(\"Enter the quantity of oranges(qty): \"))\n",
+        "orange_price = float(input(\"Enter the price of each orange ($): \"))\n",
+        "mango_quantity = float(input(\"Enter the quantity of mangoes(qty): \"))\n",
+        "mango_price = float(input(\"Enter the price of each mango ($): \"))\n",
+        "\n",
+        "#Not allowed customer's inputs of negative value\n",
+        "if any(value<0 for value in [apple_quantity, apple_price, orange_quantity, orange_price, mango_quantity, mango_price]):\n",
+        "  print(\"Error: Quantities and prices cannot be negative.\")\n",
+        "\n",
+        "#Calculate cost for each fruit\n",
+        "apple_cost = apple_quantity * apple_price\n",
+        "orange_cost = orange_quantity * orange_price\n",
+        "mango_cost = mango_quantity * mango_price\n",
+        "\n",
+        "#Calculate total cost\n",
+        "total_cost = apple_cost + orange_cost + mango_cost\n",
+        "\n",
+        "#Print the price for apple, orange and mango\n",
+        "print (f\"Apples:{apple_quantity} x {apple_price} = $ {apple_cost:}\")\n",
+        "print (f\"Oranges:{orange_quantity} x {orange_price} = $ {orange_cost:}\")\n",
+        "print (f\"Mangoes:{mango_quantity} x {mango_price} = $ {mango_cost:}\")"
+      ],
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "6lx_tcXijC8b",
+        "outputId": "7dc8b32a-f8a0-409f-8d17-b243d66f2e7d"
+      },
+      "execution_count": 27,
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "Enter the quantity of apples(qty): 2\n",
+            "Enter the price of each apple ($): 3\n",
+            "Enter the quantity of oranges(qty): 3\n",
+            "Enter the price of each orange ($): 3\n",
+            "Enter the quantity of mangoes(qty): 5\n",
+            "Enter the price of each mango ($): 5\n",
+            "Apples:2.0 x 3.0 = $ 6.0\n",
+            "Oranges:3.0 x 3.0 = $ 9.0\n",
+            "Mangoes:5.0 x 5.0 = $ 25.0\n"
+          ]
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [],
+      "metadata": {
+        "id": "r988Fb9b2gqx"
+      },
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "31fXlmEQqgvW"
+      },
+      "source": [
+        "# Ex 5 : Greeting"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "zvnmj8MGrJIw"
+      },
+      "source": [
+        "Write a program to greet the customer who provides the user name. Your program should ask the name of the customer and print \"Hello + customer name\""
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": 31,
+      "metadata": {
+        "id": "Z6ynxZMarIXh",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "154e3bf2-31db-4ec0-e168-f8761a2bedd6"
+      },
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "Welcome \n",
+            "Hello\n",
+            "Enter Customer name: Alex\n",
+            "Customer name is:Alex \n"
+          ]
+        }
+      ],
+      "source": [
+        "print (\"Welcome \")\n",
+        "print (\"Hello\")\n",
+        "customer_name = input(\"Enter Customer name: \")\n",
+        "print(f\"Customer name is:{customer_name} \")"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "source": [],
+      "metadata": {
+        "id": "enf_hrmGnD0y"
+      }
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "oe8oJ3k2gLHT"
+      },
+      "source": [
+        "# Ex 6: Random Number\n",
+        "Write a program that generates a random number, x, between 1 and 50, a random number y between 2 and 5, and computes x^y."
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": 32,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "_EaI6GJTgLHT",
+        "outputId": "ff5f697d-3fe2-4e22-da1f-81c6c20e0374"
+      },
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "A random number between 1 and 10:  2\n",
+            "A random number between 2 and 5: 2\n",
+            "x^y: 4\n"
+          ]
+        }
+      ],
+      "source": [
+        "from random import randint\n",
+        "x = randint(1,10)\n",
+        "print('A random number between 1 and 10: ', x)\n",
+        "\n",
+        "y = randint(2,5)\n",
+        "print(\"A random number between 2 and 5:\", y)\n",
+        "\n",
+        "print(\"x^y:\", x**y)"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "Nk_pK1xUgLHT"
+      },
+      "source": [
+        "# Ex 7: Greet many times.\n",
+        "Write a program that generates a random number between 1 and 10 and prints your name that many times."
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": 36,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "oy7n2PUGgLHU",
+        "outputId": "72ff6bbb-0112-4c3d-8575-32084f874617"
+      },
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "1. Sharon Wai\n",
+            "2. Sharon Wai\n",
+            "3. Sharon Wai\n",
+            "4. Sharon Wai\n",
+            "5. Sharon Wai\n",
+            "6. Sharon Wai\n",
+            "7. Sharon Wai\n",
+            "1. Sharon Wai\n"
+          ]
+        }
+      ],
+      "source": [
+        "import random\n",
+        "import random\n",
+        "\n",
+        "#Define my name to print\n",
+        "your_name = \"Sharon Wai\"\n",
+        "\n",
+        "#Generate a random number between 1 and 10\n",
+        "result = random.randint(1,10)\n",
+        "\n",
+        "#To print name many times.\n",
+        "for i in range(result):\n",
+        "  print(f\"{i+1}. {name}\")\n",
+        "result = random.randint(1,10)\n",
+        "\n",
+        "#To print name many times.\n",
+        "for i in range(result):\n",
+        "  print(f\"{i+1}. {name}\")"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "70DTA1t-gLHU"
+      },
+      "source": [
+        "# Ex 8: Computing.\n",
+        "Write a program that asks the user to enter two numbers, x and y, and computes |x-y|/(x+y)."
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": 39,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 109
+        },
+        "id": "3sQ1yFe5gLHU",
+        "outputId": "d3ba7576-d8d4-437d-de62-aafdb0c51399"
+      },
+      "outputs": [
+        {
+          "output_type": "error",
+          "ename": "IndentationError",
+          "evalue": "expected an indented block after 'if' statement on line 5 (<ipython-input-39-62e0a40ff0f8>, line 6)",
+          "traceback": [
+            "\u001b[0;36m  File \u001b[0;32m\"<ipython-input-39-62e0a40ff0f8>\"\u001b[0;36m, line \u001b[0;32m6\u001b[0m\n\u001b[0;31m    print(\"Error: Division by zero is not allowed (x + y = 0.)\")\u001b[0m\n\u001b[0m    ^\u001b[0m\n\u001b[0;31mIndentationError\u001b[0m\u001b[0;31m:\u001b[0m expected an indented block after 'if' statement on line 5\n"
+          ]
+        }
+      ],
+      "source": [
+        "# Ask the user to enter two numbers\n",
+        "x = float(input(\"Enter the first number (x):\"))\n",
+        "y = float (input(\"Enter the second number (y):\"))\n",
+        "\n",
+        "if x + y == 0:\n",
+        "print(\"Error: Division by zero is not allowed (x + y = 0.)\")\n",
+        "else:\n",
+        "\n",
+        "  result = abs(x-y)/(x+y)\n",
+        "  print(f\"The result of abs(x-y)/(x+y) is: {result}\")"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "g-h6PkfggLHU"
+      },
+      "source": [
+        "# Ex 9: Computing\n",
+        "\n",
+        "Write a program that asks the user for a number of seconds and prints out how many minutes and seconds that is. For instance, 200 seconds is 3 minutes and 20 seconds."
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": 40,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "vZIj1RnygLHV",
+        "outputId": "0e8e23de-97dc-45d0-dd13-562dd570a8e8"
+      },
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "Enter the number of seconds:200\n",
+            "200 seconds is 3 minutes and 20 seconds.\n"
+          ]
+        }
+      ],
+      "source": [
+        "#Asks the user for a total number of seconds\n",
+        "total_seconds = int(input(\"Enter the number of seconds:\"))\n",
+        "\n",
+        "# Calculate minutes and remaining seconds\n",
+        "minutes = total_seconds // 60\n",
+        "remaining_seconds = total_seconds % 60\n",
+        "\n",
+        "# Print the result\n",
+        "print(f\"{total_seconds} seconds is {minutes} minutes and {remaining_seconds} seconds.\")"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "DrPKscesgLHV"
+      },
+      "source": [
+        "# Ex 10: Using Math Module\n",
+        "\n",
+        "Write a program that asks the user for a number and then prints out the sine, cosine, and tangent of that number."
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": 42,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 289
+        },
+        "id": "-SKlKM6wgLHV",
+        "outputId": "0735c1ac-c9bd-4cbe-aa87-2aa67945c54a"
+      },
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "Enter sine number:45\n",
+            "Enter cosine number:45\n",
+            "Enter tangent number:45\n",
+            "0.8509035245341184\n"
+          ]
+        },
+        {
+          "output_type": "error",
+          "ename": "AttributeError",
+          "evalue": "module 'math' has no attribute 'cosine'",
+          "traceback": [
+            "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+            "\u001b[0;31mAttributeError\u001b[0m                            Traceback (most recent call last)",
+            "\u001b[0;32m<ipython-input-42-a86e0fe6dead>\u001b[0m in \u001b[0;36m<cell line: 0>\u001b[0;34m()\u001b[0m\n\u001b[1;32m      7\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      8\u001b[0m \u001b[0;31m#Calculate cosine, and tangent\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 9\u001b[0;31m \u001b[0mcosine_value\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mmath\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcosine\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mnum_cosine\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     10\u001b[0m \u001b[0mprint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcosine_value\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     11\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
+            "\u001b[0;31mAttributeError\u001b[0m: module 'math' has no attribute 'cosine'"
+          ]
+        }
+      ],
+      "source": [
+        "import math\n",
+        "num_sine = float(input(\"Enter sine number:\"))\n",
+        "num_cosine = float(input(\"Enter cosine number:\"))\n",
+        "num_tangent = float(input(\"Enter tangent number:\"))\n",
+        "sine_value = math.sin(num_sine)\n",
+        "print(sine_value)\n",
+        "\n",
+        "#Calculate cosine, and tangent\n",
+        "cosine_value = math.cosine(num_cosine)\n",
+        "print(cosine_value)\n",
+        "\n",
+        "tangent_value = math.tangent(num_tangent)\n",
+        "print(tangent_value)\n",
+        "\n",
+        "#Print the results of sine, cosine and tangent\n",
+        "print(f\"sine of {num} is {sine_value}\")\n",
+        "print(f\"cosine of {num} is {cosine_value}\")\n",
+        "print(f\"tangent of {num} is {tangent_value}\")\n",
+        "\n",
+        "\n",
+        "\n"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [],
+      "metadata": {
+        "id": "SSIPZZf98Pr7"
+      },
+      "execution_count": null,
+      "outputs": []
+    }
+  ],
+  "metadata": {
+    "colab": {
+      "name": "Ex1_Python.ipynb",
+      "provenance": [],
+      "include_colab_link": true
+    },
+    "kernelspec": {
+      "display_name": "Python 3",
+      "language": "python",
+      "name": "python3"
+    },
+    "language_info": {
+      "codemirror_mode": {
+        "name": "ipython",
+        "version": 3
+      },
+      "file_extension": ".py",
+      "mimetype": "text/x-python",
+      "name": "python",
+      "nbconvert_exporter": "python",
+      "pygments_lexer": "ipython3",
+      "version": "3.12.1"
+    }
+  },
+  "nbformat": 4,
+  "nbformat_minor": 0
+}