{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "6272f7ac-03a7-4c74-8768-97422fa5cc63",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Matplotlib backend set to: \"module://ipympl.backend_nbagg\"\n",
      "Matplotlib interface loaded (pysces.plt.m)\n",
      "Continuation routines available\n",
      "NLEQ2 routines available\n",
      "SBML support available\n",
      "You are using NumPy (2.4.2) with SciPy (1.17.0)\n",
      "Assimulo CVode available\n",
      "RateChar is available\n",
      "Parallel scanner is available\n",
      "\n",
      "PySCeS environment\n",
      "******************\n",
      "pysces.model_dir = C:\\Users\\flori\\Pysces\\psc\n",
      "pysces.output_dir = C:\\Users\\flori\\Pysces\n",
      "\n",
      "\n",
      "***********************************************************************\n",
      "* Welcome to PySCeS (1.2.3) - Python Simulator for Cellular Systems   *\n",
      "*                http://pysces.sourceforge.net                        *\n",
      "* Copyright(C) B.G. Olivier, J.M. Rohwer, J.-H.S. Hofmeyr, 2004-2025  *\n",
      "* Triple-J Group for Molecular Cell Physiology                        *\n",
      "* Stellenbosch University, ZA and VU University Amsterdam, NL         *\n",
      "* PySCeS is distributed under the PySCeS (BSD style) licence, see     *\n",
      "* LICENCE.txt (supplied with this release) for details                *\n",
      "* Please cite PySCeS with: doi:10.1093/bioinformatics/bti046          *\n",
      "***********************************************************************\n"
     ]
    }
   ],
   "source": [
    "# preliminaries\n",
    "%matplotlib widget\n",
    "import numpy as np\n",
    "from matplotlib import pyplot as plt\n",
    "import scipy as sp\n",
    "import scipy.optimize\n",
    "import scipy.stats\n",
    "import pandas as pd\n",
    "import pysces\n",
    "import os\n",
    "import copy\n",
    "from lmfit import Model\n",
    "from numdifftools import Derivative\n",
    "from IPython.display import display, Math\n",
    "backupdir = os.getcwd()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "905e2cd4-ad37-4250-bae7-30159c049638",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Enabling pandas globally...\n"
     ]
    }
   ],
   "source": [
    "pysces.enablePandas()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c91a967e-eded-4f72-b161-f8ea20936898",
   "metadata": {},
   "source": [
    "Question 1:"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "332af728-7449-4f0a-8250-2c199d62192f",
   "metadata": {},
   "source": [
    "First bullet point question:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "6f4e49dc-ab2d-4ea9-9421-fad68a8ac3f5",
   "metadata": {},
   "outputs": [],
   "source": [
    "A0B0 = pd.read_csv('A0B0.csv', names = ['Time', 'NADPH'])\n",
    "A05B24 = pd.read_csv('A0.5B24.csv', names = ['Time', 'NADPH'])\n",
    "A1B24 = pd.read_csv('A1B24.csv', names = ['Time', 'NADPH'])\n",
    "A2B24 = pd.read_csv('A2B24.csv', names = ['Time', 'NADPH'])\n",
    "A4B24 = pd.read_csv('A4B24.csv', names = ['Time', 'NADPH'])\n",
    "A8B24 = pd.read_csv('A8B24.csv', names = ['Time', 'NADPH'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "1211b783-4b8b-4d06-90c4-27b79f415a83",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "db082816067e47038346592311dbc41b",
       "version_major": 2,
       "version_minor": 0
      },
      "image/png": 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",
      "text/html": [
       "\n",
       "            <div style=\"display: inline-block;\">\n",
       "                <div class=\"jupyter-widgets widget-label\" style=\"text-align: center;\">\n",
       "                    Figure\n",
       "                </div>\n",
       "                <img 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' width=1000.0/>\n",
       "            </div>\n",
       "        "
      ],
      "text/plain": [
       "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots(figsize=(10,8))\n",
    "ax.plot(A0B0.Time, A0B0.NADPH, 'o', label = '[G6P] = 0 mM & [NADP] = 0 mM', color = 'grey')\n",
    "ax.plot(A05B24.Time, A05B24.NADPH, 'o', label = '[G6P] = 0.5 mM', color = 'red')\n",
    "ax.plot(A1B24.Time, A1B24.NADPH, 'o', label = '[G6P] = 1 mM', color = 'blue')\n",
    "ax.plot(A2B24.Time, A2B24.NADPH, 'o', label = '[G6P] = 2 mM', color = 'green')\n",
    "ax.plot(A4B24.Time, A4B24.NADPH, 'o', label = '[G6P] = 4 mM', color = 'magenta')\n",
    "ax.plot(A8B24.Time, A8B24.NADPH, 'o', label = '[G6P] = 8 mM', color = 'orange')\n",
    "ax.set_xlabel('Elapsed time (min)', fontweight = 'bold')\n",
    "ax.set_ylabel('Concentration of NADPH produced (mM)',fontweight='bold')\n",
    "ax.set_title('Time course study of varying G6P with constant NADP (24 mM)', fontweight = 'bold')\n",
    "ax.legend(loc = 'best')\n",
    "ax.minorticks_on()                     # ← turn on minor ticks\n",
    "ax.grid(True, which='major')           # major grid\n",
    "ax.grid(True, which='minor', linestyle=':', alpha=0.6)  # minor grid"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "994eac6b-d288-4676-886e-5cab97b636c5",
   "metadata": {},
   "source": [
    "Second bullet point question"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "f429769d-d217-4b0f-9ebf-dd1753930ebf",
   "metadata": {},
   "outputs": [],
   "source": [
    "A8B1_5 = pd.read_csv('A8B1.5.csv', names = ['Time', 'NADPH'])\n",
    "A8B3 = pd.read_csv('A8B3.csv', names = ['Time', 'NADPH'])\n",
    "A8B6 = pd.read_csv('A8B6.csv', names = ['Time', 'NADPH'])\n",
    "A8B12 = pd.read_csv('A8B12.csv', names = ['Time', 'NADPH'])\n",
    "A8B24 = pd.read_csv('A8B24.csv', names = ['Time', 'NADPH'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "f9092201-6aac-4ee7-b188-0ec774b300cc",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "09b1f153c06b40d599963e7654c1fe04",
       "version_major": 2,
       "version_minor": 0
      },
      "image/png": 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      "text/html": [
       "\n",
       "            <div style=\"display: inline-block;\">\n",
       "                <div class=\"jupyter-widgets widget-label\" style=\"text-align: center;\">\n",
       "                    Figure\n",
       "                </div>\n",
       "                <img 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' width=1000.0/>\n",
       "            </div>\n",
       "        "
      ],
      "text/plain": [
       "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots(figsize=(10,8))\n",
    "ax.plot(A0B0.Time, A0B0.NADPH, 'o', label = '[G6P] = 0 mM & [NADP] = 0 mM', color = 'grey')\n",
    "ax.plot(A8B1_5.Time, A8B1_5.NADPH, 'o', label = '[NADP] = 1.5 mM', color = 'red')\n",
    "ax.plot(A8B3.Time, A8B3.NADPH, 'o', label = '[NADP] = 3 mM', color = 'blue')\n",
    "ax.plot(A8B6.Time, A8B6.NADPH, 'o', label = '[NADP] = 6 mM', color = 'green')\n",
    "ax.plot(A8B12.Time, A8B12.NADPH, 'o', label = '[NADP] = 12 mM', color = 'magenta')\n",
    "ax.plot(A8B24.Time, A8B24.NADPH, 'o', label = '[NADP] = 24 mM', color = 'orange')\n",
    "ax.set_xlabel('Elapsed time (min)', fontweight = 'bold')\n",
    "ax.set_ylabel('Concentration of NADPH produced (mM)',fontweight='bold')\n",
    "ax.set_title('Time course study of varying [NADP] with constant [G6P] = 8 mM', fontweight = 'bold')\n",
    "ax.legend(loc = 'best')\n",
    "ax.minorticks_on()                     # ← turn on minor ticks\n",
    "ax.grid(True, which='major')           # major grid\n",
    "ax.grid(True, which='minor', linestyle=':', alpha=0.6)  # minor grid"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7f8a094e-68a9-4394-a8fe-7ab4e2b16c8f",
   "metadata": {},
   "source": [
    "Question 2"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "080ee9e6-fc41-4326-965a-38c29e06268c",
   "metadata": {},
   "source": [
    "Regressions on constant NADP datasets (collectively called regressions1):"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "e427e0e0-3540-4ebc-b0cc-13e78789ce37",
   "metadata": {},
   "outputs": [],
   "source": [
    "reg0 = sp.stats.linregress(A0B0.Time, A0B0.NADPH)\n",
    "reg05 = sp.stats.linregress(A05B24.Time, A05B24.NADPH)\n",
    "reg1 = sp.stats.linregress(A1B24.Time, A1B24.NADPH)\n",
    "reg2 = sp.stats.linregress(A2B24.Time, A2B24.NADPH)\n",
    "reg4 = sp.stats.linregress(A4B24.Time, A4B24.NADPH)\n",
    "reg8 = sp.stats.linregress(A8B24.Time, A8B24.NADPH)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "b4f41a48-36af-458f-99fc-fc7bc126002b",
   "metadata": {},
   "outputs": [],
   "source": [
    "regressions1 = [reg0, reg05, reg1, reg2, reg4, reg8]"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9eef4e2c-c1d7-483f-8d82-b5e175cab98f",
   "metadata": {},
   "source": [
    "Regressions on constant G6P datasets (collectively called regressions2):"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "f15a4f7b-baa2-442a-94f7-5a87ad97ed61",
   "metadata": {},
   "outputs": [],
   "source": [
    "reg1_5 = sp.stats.linregress(A8B1_5.Time, A8B1_5.NADPH)\n",
    "reg3 = sp.stats.linregress(A8B3.Time, A8B3.NADPH)\n",
    "reg6 = sp.stats.linregress(A8B6.Time, A8B6.NADPH)\n",
    "reg12 = sp.stats.linregress(A8B12.Time, A8B12.NADPH)\n",
    "reg24 = sp.stats.linregress(A8B24.Time, A8B24.NADPH)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "8f91c3ab-54e7-464e-86ad-cac169b024bd",
   "metadata": {},
   "outputs": [],
   "source": [
    "regressions2 = [reg1_5, reg3, reg6, reg12, reg24]"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d442dc1e-1422-4fdd-ae59-c9a397a54e54",
   "metadata": {},
   "source": [
    "All regressions (called regressions):"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "cb2938c2-0c1a-4c68-97b4-11a98a45decf",
   "metadata": {},
   "outputs": [],
   "source": [
    "regressions = [reg0, reg05, reg1, reg2, reg4, reg8, reg1_5, reg3, reg6, reg12, reg24]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "bc2e6f95-9ef8-4406-9ca8-5a4a43325849",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.004954646341627726\n",
      "0.24118661159479945\n",
      "0.3526304449083254\n",
      "0.5746500696105541\n",
      "0.7322856639928835\n",
      "0.8250788434733143\n",
      "0.25422083243133853\n",
      "0.3679535702854621\n",
      "0.556408829374724\n",
      "0.7012039804663761\n",
      "0.8250788434733143\n"
     ]
    }
   ],
   "source": [
    "rates = []\n",
    "\n",
    "for reg in regressions:\n",
    "    print (reg.slope)\n",
    "    rates.append(reg.slope)\n",
    "rates = np.array(rates)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f04014bd-5fe1-4698-adfe-dbee411407ff",
   "metadata": {},
   "source": [
    "Question 3:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "62ae2b1b-2297-47fd-8bd4-71c5eb4c13b4",
   "metadata": {},
   "outputs": [],
   "source": [
    "A = [0, 0.5, 1, 2, 4, 8, 8, 8, 8, 8, 8]\n",
    "B = [0, 24, 24, 24, 24, 24, 1.5, 3, 6, 12, 24] "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "3998c7dd-6187-4316-89dc-1409d437a382",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "11"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#To see if the arrays have the same length:\n",
    "len(A)\n",
    "len(B)\n",
    "len(regressions)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "2b762163-0c50-4aa0-9b00-316a552cae25",
   "metadata": {},
   "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>a</th>\n",
       "      <th>b</th>\n",
       "      <th>rate</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.004955</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>0.5</td>\n",
       "      <td>24.0</td>\n",
       "      <td>0.241187</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1.0</td>\n",
       "      <td>24.0</td>\n",
       "      <td>0.352630</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>2.0</td>\n",
       "      <td>24.0</td>\n",
       "      <td>0.574650</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>4.0</td>\n",
       "      <td>24.0</td>\n",
       "      <td>0.732286</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>8.0</td>\n",
       "      <td>24.0</td>\n",
       "      <td>0.825079</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>8.0</td>\n",
       "      <td>1.5</td>\n",
       "      <td>0.254221</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>8.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>0.367954</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>8.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>0.556409</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>8.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>0.701204</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>8.0</td>\n",
       "      <td>24.0</td>\n",
       "      <td>0.825079</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "      a     b      rate\n",
       "0   0.0   0.0  0.004955\n",
       "1   0.5  24.0  0.241187\n",
       "2   1.0  24.0  0.352630\n",
       "3   2.0  24.0  0.574650\n",
       "4   4.0  24.0  0.732286\n",
       "5   8.0  24.0  0.825079\n",
       "6   8.0   1.5  0.254221\n",
       "7   8.0   3.0  0.367954\n",
       "8   8.0   6.0  0.556409\n",
       "9   8.0  12.0  0.701204\n",
       "10  8.0  24.0  0.825079"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data = pd.DataFrame({'a':A,'b':B, 'rate' :rates})\n",
    "data"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "624ffa66-3c44-47e5-b584-7901e5fb40b0",
   "metadata": {},
   "source": [
    "Question 4:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "878133dd-06f7-4e92-828b-0f81c587bd5d",
   "metadata": {},
   "outputs": [],
   "source": [
    "def v(a, b, Vf, Ka, Kb):\n",
    "    return (Vf*a*b)/(Ka + a)*(Kb + b)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "ba1607a4-9a6b-426f-9a5c-c3a704d98ef0",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<h2>Fit Result</h2> <p>Model: Model(v)</p> <table class=\"jp-toc-ignore\"><caption class=\"jp-toc-ignore\">Fit Statistics</caption><tr><td style='text-align:left'>fitting method</td><td style='text-align:right'>leastsq</td></tr><tr><td style='text-align:left'># function evals</td><td style='text-align:right'>29</td></tr><tr><td style='text-align:left'># data points</td><td style='text-align:right'>11</td></tr><tr><td style='text-align:left'># variables</td><td style='text-align:right'>3</td></tr><tr><td style='text-align:left'>chi-square</td><td style='text-align:right'> 0.03683342</td></tr><tr><td style='text-align:left'>reduced chi-square</td><td style='text-align:right'> 0.00460418</td></tr><tr><td style='text-align:left'>Akaike info crit.</td><td style='text-align:right'>-56.6916937</td></tr><tr><td style='text-align:left'>Bayesian info crit.</td><td style='text-align:right'>-55.4980079</td></tr><tr><td style='text-align:left'>R-squared</td><td style='text-align:right'> 0.94925030</td></tr></table><table class=\"jp-toc-ignore\"><caption>Parameters</caption><tr><th style='text-align:left'>name</th><th style='text-align:left'>value</th><th style='text-align:left'>standard error</th><th style='text-align:left'>relative error</th><th style='text-align:left'>initial value</th><th style='text-align:left'>min</th><th style='text-align:left'>max</th><th style='text-align:right'>vary</th></tr><tr><td style='text-align:left'>Vf</td><td style='text-align:left'>-0.00328111</td><td style='text-align:left'> 4.4289e-04</td><td style='text-align:left'>(13.50%)</td><td style='text-align:left'>0.825</td><td style='text-align:left'>       -inf</td><td style='text-align:left'>        inf</td><td style='text-align:right'>True</td></tr><tr><td style='text-align:left'>Ka</td><td style='text-align:left'> 1.56144513</td><td style='text-align:left'> 0.45205169</td><td style='text-align:left'>(28.95%)</td><td style='text-align:left'>1.0</td><td style='text-align:left'>       -inf</td><td style='text-align:left'>        inf</td><td style='text-align:right'>True</td></tr><tr><td style='text-align:left'>Kb</td><td style='text-align:left'>-36.5136760</td><td style='text-align:left'> 2.02247594</td><td style='text-align:left'>(5.54%)</td><td style='text-align:left'>1.0</td><td style='text-align:left'>       -inf</td><td style='text-align:left'>        inf</td><td style='text-align:right'>True</td></tr></table><table class=\"jp-toc-ignore\"><caption>Correlations (unreported values are < 0.100)</caption><tr><th style='text-align:left'>Parameter1</th><th style='text-align:left'>Parameter 2</th><th style='text-align:right'>Correlation</th></tr><tr><td style='text-align:left'>Vf</td><td style='text-align:left'>Kb</td><td style='text-align:right'>-0.8367</td></tr><tr><td style='text-align:left'>Ka</td><td style='text-align:left'>Kb</td><td style='text-align:right'>-0.3423</td></tr><tr><td style='text-align:left'>Vf</td><td style='text-align:left'>Ka</td><td style='text-align:right'>-0.1593</td></tr></table>"
      ],
      "text/plain": [
       "<lmfit.model.ModelResult at 0x1edfee27620>"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "mod = Model(v, independent_vars = ['a', 'b'])\n",
    "mypar = mod.make_params(Vf = 0.825, Ka = 1, Kb = 1)\n",
    "myfit = mod.fit(data.rate, mypar, a = data.a, b = data.b)\n",
    "myfit"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1f4191ac-2e49-4f42-b8d2-fb4f3f8591c4",
   "metadata": {},
   "source": [
    "Parameters obtained (std erros given in bracket notation):\n",
    "\n",
    "Vf = -0.00328111(4.4289e-04) mM/min\n",
    "\n",
    "Ka = 1.56144513(0.45205169) mM\n",
    "\n",
    "Kb = -36.5136760(2.02247594) mM\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "05891fb7-237a-4f82-979e-2361a4897de6",
   "metadata": {},
   "source": [
    "Question 5"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "075db194-945c-43ba-a45e-e56065c05352",
   "metadata": {},
   "source": [
    "First bullet point answer:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "4e5ee8b2-d87b-4af2-b6e4-51735cae4b19",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
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       "\n",
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       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
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       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>a</th>\n",
       "      <th>b</th>\n",
       "      <th>rate</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.004955</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>0.5</td>\n",
       "      <td>24.0</td>\n",
       "      <td>0.241187</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1.0</td>\n",
       "      <td>24.0</td>\n",
       "      <td>0.352630</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>2.0</td>\n",
       "      <td>24.0</td>\n",
       "      <td>0.574650</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>4.0</td>\n",
       "      <td>24.0</td>\n",
       "      <td>0.732286</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>8.0</td>\n",
       "      <td>24.0</td>\n",
       "      <td>0.825079</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "     a     b      rate\n",
       "0  0.0   0.0  0.004955\n",
       "1  0.5  24.0  0.241187\n",
       "2  1.0  24.0  0.352630\n",
       "3  2.0  24.0  0.574650\n",
       "4  4.0  24.0  0.732286\n",
       "5  8.0  24.0  0.825079"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#keeping b constant\n",
    "data2 = data.head(6)\n",
    "data2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "id": "b51eb30e-6efe-40fe-9b80-1664812dff01",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "29369132dfdd4b5291dc2c0708e35227",
       "version_major": 2,
       "version_minor": 0
      },
      "image/png": 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",
      "text/html": [
       "\n",
       "            <div style=\"display: inline-block;\">\n",
       "                <div class=\"jupyter-widgets widget-label\" style=\"text-align: center;\">\n",
       "                    Figure\n",
       "                </div>\n",
       "                <img 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' width=1000.0/>\n",
       "            </div>\n",
       "        "
      ],
      "text/plain": [
       "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "svals = np.linspace(0, 8, 300)\n",
    "fig, ax = plt.subplots(figsize=(10,8))\n",
    "ax.plot(data2.a, data2.rate, 'o', label = 'Experimental results', color = 'magenta')\n",
    "ax.plot(svals, myfit.eval(a = svals, b =24), label = 'Theoretical fit', color = 'grey')\n",
    "ax.set_xlabel('Concentration of G6P (mM)', fontweight = 'bold')\n",
    "ax.set_ylabel('Initial rate in mM/min',fontweight='bold')\n",
    "ax.set_title('Initial reaction rates as a function of varying [G6P] ([NADP] constant at 24 mM)', fontweight = 'bold')\n",
    "ax.legend(loc = 'best')\n",
    "ax.minorticks_on()                     # ← turn on minor ticks\n",
    "ax.grid(True, which='major')           # major grid\n",
    "ax.grid(True, which='minor', linestyle=':', alpha=0.6)  # minor grid\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "351411d3-b0e3-4f96-9d19-f71bfc496b9f",
   "metadata": {},
   "source": [
    "Second bullet point answer:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "26a91875-3f90-4f7d-ac13-e0da5933db5b",
   "metadata": {},
   "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>a</th>\n",
       "      <th>b</th>\n",
       "      <th>rate</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>8.0</td>\n",
       "      <td>1.5</td>\n",
       "      <td>0.254221</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>8.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>0.367954</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>8.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>0.556409</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>8.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>0.701204</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>8.0</td>\n",
       "      <td>24.0</td>\n",
       "      <td>0.825079</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "      a     b      rate\n",
       "6   8.0   1.5  0.254221\n",
       "7   8.0   3.0  0.367954\n",
       "8   8.0   6.0  0.556409\n",
       "9   8.0  12.0  0.701204\n",
       "10  8.0  24.0  0.825079"
      ]
     },
     "execution_count": 25,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#Keeping a constant\n",
    "data3 = data.tail()\n",
    "data3"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "3153f207-23e2-4435-ab31-d0802204c3fb",
   "metadata": {},
   "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>a</th>\n",
       "      <th>b</th>\n",
       "      <th>rate</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.004955</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "     a    b      rate\n",
       "0  0.0  0.0  0.004955"
      ]
     },
     "execution_count": 26,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data33 = data[0:1]\n",
    "data33"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "id": "d5225b20-2dc9-4ea7-8f3b-f8c3462a190c",
   "metadata": {},
   "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>a</th>\n",
       "      <th>b</th>\n",
       "      <th>rate</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>8.0</td>\n",
       "      <td>1.5</td>\n",
       "      <td>0.254221</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>8.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>0.367954</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>8.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>0.556409</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>8.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>0.701204</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>8.0</td>\n",
       "      <td>24.0</td>\n",
       "      <td>0.825079</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.004955</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "      a     b      rate\n",
       "6   8.0   1.5  0.254221\n",
       "7   8.0   3.0  0.367954\n",
       "8   8.0   6.0  0.556409\n",
       "9   8.0  12.0  0.701204\n",
       "10  8.0  24.0  0.825079\n",
       "0   0.0   0.0  0.004955"
      ]
     },
     "execution_count": 27,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data333 = pd.concat([data3, data33])\n",
    "data333"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "id": "f569e7d2-d865-4e9d-8186-ca3494b4829d",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "24c1f8922d4e4f3084d8f64ef3407f94",
       "version_major": 2,
       "version_minor": 0
      },
      "image/png": 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",
      "text/html": [
       "\n",
       "            <div style=\"display: inline-block;\">\n",
       "                <div class=\"jupyter-widgets widget-label\" style=\"text-align: center;\">\n",
       "                    Figure\n",
       "                </div>\n",
       "                <img 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' width=1000.0/>\n",
       "            </div>\n",
       "        "
      ],
      "text/plain": [
       "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "svals = np.linspace(0, 24, 300)\n",
    "fig, ax = plt.subplots(figsize=(10,8))\n",
    "ax.plot(data333.b, data333.rate, 'o', label = 'Experimental results', color = '#2ADF17')\n",
    "ax.plot(svals, myfit.eval(b = svals, a =8), label = 'Theoretical fit', color = 'grey')\n",
    "ax.set_xlabel('Concentration of NADP (mM)', fontweight = 'bold')\n",
    "ax.set_ylabel('Initial rate in mM/min',fontweight='bold')\n",
    "ax.set_title('Initial reaction rates as a function of varying [NADP] ([G6P] constant at 8 mM)', fontweight = 'bold')\n",
    "ax.legend(loc = 'best')\n",
    "ax.minorticks_on()                     # ← turn on minor ticks\n",
    "ax.grid(True, which='major')           # major grid\n",
    "ax.grid(True, which='minor', linestyle=':', alpha=0.6)  # minor grid"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "8bed64bf-6f9d-4485-a18d-00f19a30da79",
   "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": "3.13.12"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}