{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "2df9c51b-12cf-49d8-ab06-0dc13a87beda",
   "metadata": {},
   "source": [
    "**Import Data and Libraries**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "a220f43c-1cd5-426f-a888-2bf5392f0b47",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "90bc03f8-4042-4a4c-87dc-6b715723b4bd",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "a3dc01d4-1ce5-407e-bd05-7b3a1fe26bc8",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "8b882b8b-363a-4567-ab57-b737deb7dda9",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "id": "eded04fd-b54a-41a4-9f5e-ac92ff8b937e",
   "metadata": {},
   "source": [
    "**Part A- Question 1** "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "6fda8a4d-2aad-4235-b14b-0ef5b0f8941b",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "a85d7c65-de3a-4c98-b291-87248635d786",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "fd210e38-6610-462b-bf39-9fffe75f251e",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "id": "eb0b3d4f-20db-4b09-a30d-9ba006dc50bc",
   "metadata": {},
   "source": [
    "**Question 2**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "01b1232b-9b1b-4d6c-816e-4be491186dc7",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "486c2c98-7777-4280-9302-f877c395a4ae",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "bde38516-1a3a-4970-9356-7f005daa2a82",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "id": "daa7e9c9-515e-4f61-8f86-c6bc52430fa0",
   "metadata": {},
   "source": [
    "**Question 3**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "c2e62af2-26a0-451f-8dd0-26f433dceade",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "d039f748-6a94-4b24-a7b8-478762ecda9f",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "9c40a07f-af16-46e1-9656-e63aec9de0e1",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "id": "14cd913a-7a0a-4ab8-b30f-30894fc61473",
   "metadata": {},
   "source": [
    "**Question 4**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "c283dfaf-4784-4529-8312-3246917e7e5a",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "1090f5c2-d8cc-43cc-87ed-fb0b72cbce79",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "b002de4f-81b5-44db-babf-2bd5b37268d5",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "id": "e7a9f2df-b2d8-429a-b7fa-5f5b161dac95",
   "metadata": {},
   "source": [
    "**Question 5**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "64e56b4f-7a22-4f77-a1af-1ebdb44d0665",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "573d1cf0-889a-43bb-b824-463da5d5a3b8",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "0fa506df-f4fe-432f-8253-af8d0b05acd4",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "id": "2cdde831-c339-4763-a187-aba67250fe33",
   "metadata": {},
   "source": [
    "**Part-B- Question 6** "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "f7e20a62-b223-474e-900b-f3d58a834af0",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "1cd716b6-fd2b-4a10-8c11-b068a3f07d47",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "e0b72410-cf5c-4c32-967c-eb964c97b7e2",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "634d86bd-e45b-4035-8216-75808c41b2f2",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "id": "66174ebc-c61e-44e0-a245-f66c89e4b1fe",
   "metadata": {},
   "source": [
    "**Question 7**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "c46e5557-8955-4c64-b8ee-3b2b2836ac85",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "e61fa92a-a238-4604-a62d-104fb55242c0",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "c07ef058-1836-4387-9897-016dcab422a1",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "222e47ee-2498-4717-a079-f376fdc9791e",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "id": "4fd668ac-5428-444e-814e-3c69528697ad",
   "metadata": {},
   "source": [
    "**Question 8**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "0684d14e-7b27-4122-b2a3-e2d73ce6b58f",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "9cecd267-1e36-4a31-9513-4419b8be9683",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "479a9b9a-e7d0-4386-b1e4-4f791a555966",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "7a3c8e53-9288-44d5-8d98-f30eba3e2cb4",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "id": "d372b559-91c3-47bb-861d-51a0bacdbd1b",
   "metadata": {},
   "source": [
    "**Question 9**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "ae9b738f-e598-49d7-9517-3aa291b1908c",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "cf26414b-3200-4ea0-8548-3277d1826300",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "cd4f94ba-9124-4b99-8f1b-911a3c14a52b",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "4304487d-b14b-4dec-95c6-bd9a584bde68",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "id": "e7941cce-ea50-4599-9142-e78a02aa79c6",
   "metadata": {},
   "source": [
    "**Question 10**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "acbad103-38cf-45d8-9f6b-7fd84d1c6622",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "14429fb6-761a-4206-8052-1c15432bcd87",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "a17a2fb5-635f-4bd4-9e95-c6d6d82c309c",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "42275330-c780-4de5-a4d8-edf819407a9f",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "id": "72a24b8b-7b74-4b57-b252-18c5a46d1fdc",
   "metadata": {},
   "source": [
    "**Question 11 (Compolsory)**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "50dc0995-719b-434c-b23b-e379b0533199",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "02807104-e468-49ba-b6b0-af890b8b4545",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "5949b6ea-8ca2-42df-8262-7b47733910f4",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "28f7b28f-d74e-4f79-83fe-dd73785d6884",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "id": "33fe2538-884a-4690-a9da-782dc1091dd2",
   "metadata": {},
   "source": [
    "**Part C- Question 12**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "16f3b098-941c-4d12-aa14-096816515415",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "bcc06fbc-1c10-4f84-a372-6ee3b1e67ec9",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "10915622-3639-4c94-992a-c91cb8da834c",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "3a6aef7c-5cf0-4d81-ab15-dfa32eee4790",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "id": "0730f09d-7e75-4d22-9505-26f0e88d9b0d",
   "metadata": {},
   "source": [
    "**Question 13**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "8a915bd6-7d2c-4e22-8d29-0909e805147a",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "e23a78aa-bfef-43ff-bfd3-df4f1275ce9c",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "6a6914d3-c642-429f-bb5e-b0d2a52d20ea",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "2ec9242c-63ea-4051-894a-4bcb6c1ad1fe",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "id": "f3f0f2db-50e5-4fa3-b59e-129c3c65fa9d",
   "metadata": {},
   "source": [
    "**Question 14**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "aa51a24e-723b-4ab3-8f73-34d379aa2baa",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "741a5ac0-719e-4aab-bd06-e96933a84ca1",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "b143aaf8-4620-462b-8bed-57ef06543979",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "9b78f83d-8274-4286-95fa-dcd67af267b5",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "id": "c776e732-23b1-47fa-a6de-747ae2af152f",
   "metadata": {},
   "source": [
    "**Question 15**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "7aead01e-47e5-429d-bed5-ac9ed21428d8",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "4f21e253-86a0-401e-bbbb-7e9837b81bce",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "3579445c-a9af-4701-bd46-d9f4dafc967f",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "76d2fb54-45b1-4469-a2ee-09ad4e3ed981",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "id": "6f340b9e-1998-457e-a503-95302fc3d180",
   "metadata": {},
   "source": [
    "**Question 16**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "777b9915-868c-46a6-9c58-f9a8ca8e438c",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "ad8882bd-827a-4d7a-9fde-f51503774d65",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "f82ad24e-7fa5-4e8b-a852-ab273dff1387",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "67c7ce09-818e-4f34-a7aa-d8d750465ed4",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "id": "30eceada-205e-48ac-8bf1-81a3d1cf4a28",
   "metadata": {},
   "source": [
    "**Part D - Question 17**"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "cc4f3e59-921a-4f1f-843e-0f7c3a4a063a",
   "metadata": {},
   "source": [
    "**Question A**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "ac7e723f-52fa-4565-9eb0-2fb0d1e0ec22",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "f01c64d4-be95-4f20-883c-7df544df1cb6",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "aecb88f5-c999-4d18-98e1-8cd291ccad1e",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "c38666a9-e19b-4601-9782-84bc5847341e",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "4beb947d-1931-4177-8f4b-10d3da783912",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "589063bf-30be-421f-b2db-7b479b56c568",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "id": "2a55e1d0-3ff1-446b-8c8f-7102838dbf58",
   "metadata": {},
   "source": [
    "**Question B**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "1489dcec-4560-4efe-8492-8e3dc2bbd8e3",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "4b11bca5-2784-4d4c-95af-612b0ed3d47b",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "96be36b1-49dc-4421-b42a-3a5b0450b352",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "e6fcfd23-b807-41a3-9140-9d3319f7041c",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "3c72b274-aacb-41a4-a02b-050e9b6e7795",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "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": "3.13.5"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}