From 3385d91b89fbc8c967c906632a50e72c49b11202 Mon Sep 17 00:00:00 2001 From: Eoghan94 <45210603+Eoghan94@users.noreply.github.com> Date: Tue, 20 Oct 2020 17:38:32 -0700 Subject: [PATCH] Add files via upload --- Chemistry_module/Chemical_Clocks.ipynb | 169 +++++++++++++++---------- 1 file changed, 105 insertions(+), 64 deletions(-) diff --git a/Chemistry_module/Chemical_Clocks.ipynb b/Chemistry_module/Chemical_Clocks.ipynb index edb8310..41f78e1 100644 --- a/Chemistry_module/Chemical_Clocks.ipynb +++ b/Chemistry_module/Chemical_Clocks.ipynb @@ -19,42 +19,53 @@ "\n", "- The math we will be using was developed at the University of Oregon! If you're curious about it, open this link in a new tab: http://www.scholarpedia.org/article/Oregonator\n", "\n", - "# _WARNING_\n", + "# *WARNING*\n", "# The chemicals used in the reactions you're about to see are hazardous. Do not attempt to recreate these reactions without adult supervision and proper personal protective equipment (goggles, gloves, etc.)\n", "\n", "## Click the arrow on the left of the next cell TWICE to begin.\n", - "## (This is how you'll be running blocks of code)" + "### (This is how you'll be running blocks of code. You can also hit Shift and Enter on your keyboard)" ] }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/html": [ - "" + "\n", + " \n", + " " ], "text/plain": [ - "" + "" ] }, - "execution_count": 11, + "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "from IPython.display import HTML\n", - "HTML('')" + "from IPython.display import IFrame\n", + "IFrame(\"https://www.youtube.com/embed/8xSqvlkL1hk\", width=560, height=315)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "## As you can see, the color change happens QUICKLY, but at regular times. Click the arrow on the next box to watch a video of a different BZ reaction.\n", + "## As you can see, the color change happens QUICKLY, but at consistent times. \n", + "- This is why we can call the BZ reaction a Chemical Clock.\n", + "\n", + "## Click the arrow on the next box to watch a video of a different BZ reaction.\n", "\n", "- You'll notice it takes longer for the color to change.\n", "- When they speed up this video to 400x you can't even see the color change!" @@ -62,25 +73,33 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/html": [ - "" + "\n", + " \n", + " " ], "text/plain": [ - "" + "" ] }, - "execution_count": 2, + "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "HTML('')" + "IFrame(\"https://www.youtube.com/embed/07n2WGg4WTc\", width=560, height=315)" ] }, { @@ -94,25 +113,33 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/html": [ - "" + "\n", + " \n", + " " ], "text/plain": [ - "" + "" ] }, - "execution_count": 3, + "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "HTML('')" + "IFrame(\"https://www.youtube.com/embed/kw9wF-GNjqs\", width=560, height=315)" ] }, { @@ -132,8 +159,8 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "# $r_x = \\frac{1}{\\epsilon}(qy - xy +x(1 - x))$\n", - "# $r_y = \\frac{1}{\\epsilon'}(-qy -xy +z)$\n", + "# $r_x = (qy - xy +x(1 - x))/\\epsilon$\n", + "# $r_y = (-qy -xy +z)/\\epsilon'$\n", "# $r_z = x - z$" ] }, @@ -141,13 +168,16 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "### You won't understand these equations unless you've taken a college-level math class (but you don't need to understand them here).\n", + "### If you wanted to solve these yourself you would need to take an advanced college math class.\n", + "### Luckily, the computer can solve these for us!\n", + "- The way it does this is like making a movie.\n", + "- The computer takes a bunch of \"pictures\" really quickly and then plays them together to make it look like they're moving.\n", "\n", "### You only need to understand a few important things:\n", "- $r_x$, $r_y$, and $r_z$ together tell us how fast the reaction is happening (basically how fast the color is changing). We call these the \"rates\" of reaction.\n", "- There are a bunch of chemicals floating around in that beaker, but the only chemicals that matter are chemical X, chemical Y and chemical Z.\n", - "- The $x$, $y$, and $z$ tell us how much of each chemical is in the mixture, and $\\tau$ is the time.\n", - "- All of the other letters are just numbers we get to choose." + "- The $x$, $y$, and $z$ tell us how much of each chemical is in the mixture.\n", + "- $q$, $\\epsilon$, and $\\epsilon'$ are just numbers we get to choose." ] }, { @@ -164,14 +194,14 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 79, "metadata": {}, "outputs": [], "source": [ "#######################This stuff is for all the fun buttons you'll be clicking#######################\n", "\n", "from __future__ import print_function\n", - "from ipywidgets import interact, interactive, fixed, interact_manual\n", + "from ipywidgets import interact, interactive, fixed, interact_manual, FloatSlider\n", "import ipywidgets as widgets\n", "\n", "#######################This is for the picture I put in here######################################\n", @@ -215,7 +245,7 @@ }, { "cell_type": "code", - "execution_count": 56, + "execution_count": 125, "metadata": {}, "outputs": [], "source": [ @@ -250,36 +280,37 @@ " k3 = kF5*H\n", " k4 = kF4*H\n", " \n", - " #Here are our scaling factors:\n", + " #Here are those numbers q, 𝜖, and 𝜖′ in the equations above:\n", " \n", " q = 2*k1*k4/(k2*k3)\n", " epsilon = kc*B/(k3*A)\n", " eprime = 2*kc*k4*B/(k2*k3*A)\n", " \n", - " #Here are our scaled initial concentrations for X, Y, and Z:\n", - " #x0 = 1.0 #2*k4*X/(k3*A)\n", - " #y0 = 1.0 #k3*Y/(k3*A)\n", - " #z0 = 1.0 #kc*k4*B*Z/(k3*A)**2\n", + " #Here are the scaling relationships for X, Y, and Z:\n", + " X0M = (k3*A/(2*k4))*x\n", + " Y0M = (k3*A/k2)*y\n", + " Z0M = ((k3*A)**2/(kc*k4*B))*z\n", " \n", " #Finally, here's where the model figures out how many scaled timesteps to run for:\n", " N = math.floor(T/timeStep) #Floor because computers start counting at 0\n", " \n", - " Xconc = (k3*A/(2*k4))*x\n", - " Yconc = (k3*A/(k3))*y\n", - " Zconc = ((k3*A)**2/(kc*k4*B))*z\n", - " \n", " params = {'q':q,\n", " 'epsilon' : epsilon,\n", " 'eprime' : eprime,\n", " 'x0' : x,\n", " 'y0' : y,\n", " 'z0' : z,\n", - " 'Xconc' : Xconc,\n", - " 'Yconc' : Yconc,\n", - " 'Zconc' : Zconc,\n", + " 'X0M' : X0M,\n", + " 'Y0M' : Y0M,\n", + " 'Z0M' : Z0M,\n", " 'T' : T,\n", " 'N' : N}\n", " \n", + " print(X0M)\n", + " print(Y0M)\n", + " print(Z0M)\n", + " \n", + " print(\"Desired z\")\n", " print((7.75e-4)*(kc*k4*B/(k3*A)**2))\n", " \n", " return params" @@ -298,7 +329,7 @@ }, { "cell_type": "code", - "execution_count": 78, + "execution_count": 114, "metadata": {}, "outputs": [], "source": [ @@ -309,7 +340,7 @@ " x, y, z = u\n", " \n", " rx = (q*y - x*y + x*(1 - x))/epsilon\n", - " ry = (-q*y - x*y + z)/eprime #normally the last term would be f*z, but we are taking f to be 1 here.\n", + " ry = (-q*y - x*y + 1*z)/eprime #normally the last term would be f*z, but we are taking f to be 1 here.\n", " rz = x - z\n", " \n", " r = [rx, ry, rz]\n", @@ -361,7 +392,8 @@ "source": [ "# Run the next block, then click and drag the sliders to set the parameters:\n", "- Set the pH to 0.10 (this would hurt if it got on your skin)\n", - "- Set x, y, and z to 1.00 (just drag the scroller all the way to the right).\n", + "- Set x and y to 1.00 (just drag the scroller all the way to the right).\n", + "- Set z to 0 (we'll assume there's none in there initially).\n", "- Set A = 0.06\n", "- Set B = 0.02\n", "- Set kc = 1.00\n", @@ -373,13 +405,13 @@ }, { "cell_type": "code", - "execution_count": 59, + "execution_count": 117, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "c764930c642f430e9543fa1f0c911c1f", + "model_id": "ecf68b617010448b8e88d6558a1f3942", "version_major": 2, "version_minor": 0 }, @@ -406,12 +438,12 @@ }, { "cell_type": "code", - "execution_count": 80, + "execution_count": 120, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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zm939obrXLAP+Cjjf3X9sZi+KmIcog4NqEYRqvGi4munZ6BiM7NQ1VKyQIPgi8FHgAY6MEYQ4Exh2950AZnYDcCHwUN1rNgFfcfcfA7j77gzTn5H6Xfnqf+TkaAqCeI27j4KCIISCoFghQbDH3a+MmPYqYFfd/RHgrIbXvAIYMLMKsAT4lLtf3zghM9sMbAZYuXIllUolojgwOjr6wnufeOIlTE29jNtuu53+/u7bsbt+XvK2a9eJTE29mErlTgDMzuTRR/dRqezoyPSLnJe8Nc7L5OTPsWvXY1QqO9mxYylwOt/5zn1MTT1TWhlDlP2dPPDACuAUtm69m2ef3c+zz67juedeRKXyr5mnVfa8dFJu8+LuqX/AJ0i6h/4DcHrtL+B9bwGurbt/CXBVw2v+EvgOsAhYAfwAeEXadNevX++xtmzZ8sL/H/+4O7g/91z05EpVPy95e+973ZcuPXL/1FPd3/Smzk2/yHnJW+O8LFjg/kd/lPx/771JnbvppuLLlVXZ38mNNybLatu25P773+8+OBg3rbLnpZNmMi/AVm/xuxrSInhN9fa19flB+91HR0iOPahZDTze5DV73H0/sN/MvgWcCjwSUK4ZqTXTx8Zg6dK8P627qWsongaL4zTrGhobS66ONy9kFxfJJOSkc+dGTvtuYJ2ZrQUeA95GMiZQ7x+AvzSzfmA+SdfR/478vExqB/RowLi9xiAYGlIQhFIQxGkWBJAsu9rZSKVzQq5QttLMPmdmX63eP9nM3tnufe4+AVwGfA3YAXzZ3R80s0vN7NLqa3YA/wzcD3yPpCtpe/zshNNKGU4tgplREGTXGAQLqldAOXSo+etlZkK6hr4AfB74b9X7jwB/B3yu3Rvd/Vbg1obHrm64/+fAnweUo6PUIginIIinvYbiKAiKFdLbtsLdv0x119Hqlv5krqUqQC0ItFK2p66heOoaitMYBNpwy1dIEOw3s+UkA8SY2WuB53ItVQHqB4slXWMQLFigLbNQ9cuuvz/5UxC0pxZBsUK6hv4AuBk40cz+FTgOeHOupSqAtjDCNQuCw3PqzFP5UWsqjoKgWCF7Dd1rZj8PnERyqcqH3X0895LlTF1D8dQiCNcsCFTnwqlrqBhB1yMgOV3EmurrTzczvMkRwN1EXUPh1DU0MwqC7BovTKMWQb5Crkfw18CJwDaODBI70NVBoBZBuGZBMDmZ/PX1lVeubqEgyE5dQ8UKaRFsAE6uHqI8Z6hFEK4xCObPT24PHTpyoI8crdkao/GVMNprqFih1yM4Pu+CFE0tgnDNWgSgrbN2Gn/MIAlRBUF7ahEUq2WLwMxuIekCWgI8ZGbfI8P1CGY7bWGEUxDEURDEUxAUK61r6OOFlaIEAwPJyavUImhPQRCnWRCoayiMgqBYaUHwGLDS3aedANzMzqk+19XMkq2z8a7fETZ/rYJAP2jpWrUIRkfLKU830RhBsdLGCD4J7Gvy+IHqc11vYEA/ZiHUIoijrqGZU4ugGGlBsMbd72980N23khxT0PUGBtQiCJG215C0pyDITscRFCstCAZTnhvqdEHKoJUyjFoEcZrtPqo6F6bVGIG6hvKRFgR3m9nvNj5YvRbBPfkVqThqEYRREMRR11C8xmU3b16yvqrO5SNtsPh9wE1mdjFHfvg3kFxJ7NfyLlgRtFKGURDEURDEa7XHlepcPloGgbs/CZxtZucCp1Qf/id3/2YhJSuAWgRhFARxFATxWgWBuobyEXL20S3AlgLKUjjtPhpGQRBHQRCv2bIbGICJiXLKM9eFnGJiztLuo2G019DMKAiyaxYE/f0Kgry0DAIzW1BkQcqgFkEYHVAWJ22vobl1CsfOU4ugWGktgm/DC6ehnpPUIgjXuEKCVsp2WnUNgZZdjP5+bbjlJW2MYL6Z/SbJgPGvNz7p7l/Jr1jFGBjQuYZCNG699ldrjX7M0qUFweHDRwJVjqYWQbHSguBS4GJgGfCrDc850PVBMH8+PPdc2aWY/Rq7hhQEYdoFwaJFxZepW7QaI1CLIB9pu4/eCdxpZlvd/XMFlqkw2n00jIIgTrsgkNbUIihWyBXK/trMfg84p3r/duDquXABew0Wh1EQxEkLAu1xlU4tgmKFBMFfAQPVW4BLgM8Av5NXoYqiweIwCoKZabbsJiebv1YSahEUKyQIznD3U+vuf9PM7surQEVSiyBMYxDULlivlTJds11EtezCqEVQrJADyibN7MTaHTN7GTAntmfUIgjTGATz5iX39WOWrtmPWS0I1CJIpwPKihXSIng/sMXMdgIGvBR4R66lKoiCIExjEIBWyhCtfsxAQRBKXUPFCDnX0G1mtg44iSQIvu/uc2Koq79fK2QIBUGctBaBll26Zt1q6hrKT0iLgOoP/1FXK+t2fX0KghAKgjjqGoqnweJi5XrSOTM738weNrNhM/tgyuvOMLNJM3tznuVppCAIoyCYGXUNZafB4mLlFgRm1gd8GrgAOBm4yMxObvG6jwJfy6ssrSgIwrQKAi27dNprKJ5aBMVqGwRmdlvIY02cCQy7+053PwzcAFzY5HXvAW4EdgdMs6MUBGHUIoijrqF4ahEUq+UYgZkNAguBFWZ2LMlAMcBS4KcDpr0K2FV3fwQ4q+EzVpFc9vI84IyUsmwGNgOsXLmSSqUS8PFHGx0dnfbekZE1TE6+lErl9qjplalxXvK0Z8+rGB2dT6Vy5FLVk5OvZdeuZ6hUHp7x9Iucl7zVz8vevfOBs/nBDx6hUnkcgO3blwGnsXXrvzExMXtPdFX2dzI8fAJwInfeeQdDQ0lq7tnzCg4cWE6l8u1M0yp7Xjopt3lx96Z/wHuBR4FDwM7q/48C9wGXtXpf3fvfAlxbd/8S4KqG1/w/4LXV/78AvLnddNevX++xtmzZMu3+hz/sDu5TU9GTLE3jvOTpggvcN2yY/tjate6XXNKZ6Rc5L3mrn5fHHkvq19VXH3n+9tuTx77xjeLLlkXZ38lHP5osp9HRI49deqn7ccdln1bZ89JJM5kXYKu3+F1NO+ncp4BPmdl73P2qiIwZAU6ou78aeLzhNRuAGyxp/60A3mBmE+7+9xGfl9m8asfY1NSRJrscTV1DcdQ1NHM6oKwYIccRXGVmZwNr6l/v7te3eevdwDozWws8BrwN2NQw7bW1/83sC8A/FhUCMH2lVBC0piCIoyCI12qgfWqq+LL0grZBUL1C2YnANo6cWsKB1CBw9wkzu4xkb6A+4Dp3f9DMLq0+f/VMCt4JWinjKQjC6YR92TUL0XnzFAR5CTmgbANwcrWPKRN3vxW4teGxpgHg7r+VdfozpSAIoxZBnLTdR1Xn0rUKAi23fIQcR7AdOD7vgpRBK2WYVkGgXfnSqWsoXqtlpxZBPkJaBCuAh8zseyR7EAHg7m/MrVQFqa2UqlzpmgXBvHnNt3jlCJ10Lp66hooVEgR/knchylLba0grZbpWQaCVMp1OOhdPQVCskL2Guu9oq0BqpodpFgRmWinbUddQPAVBsUL2GtpHspcQwHySy1bud/eleRasCFopw6hFEEddQ/EUBMUKaREsqb9vZm8iOY9Q11MQhNEYwcyoayheYxBA8/ooM5P57KPVA77Oy6EshVMQhFGLII52H43XbNlpTC8/IV1Dv153dx7JcQVzYltQK2WYVkGgrdp0GiOIl7bstAHSeSF7Df1q3f8TwI9ofjrprlN/riFpzf3IsqpRi6C9Zj9mtf/VrZau1RgBqN7lIWSMYE5cqL4ZbZ2FUddQnLQfMwVBurSuIdW7zgu5MM1qM7vJzHab2ZNmdqOZrS6icHlTEIRREMRJaxFo2aVrVedAyy4PIYPFnwduJrkYzSrglupjXU9BEEZBEEctgngKgmKFBMFx7v55d5+o/n0BOC7nchVCQRBGQRBHLYJ4CoJihQTBHjN7u5n1Vf/eDuzNu2BFUMUKoyOLZ0YtgjitgkAbbp0XEgS/DbwV+AnwBPDm6mNdT3twhNEBZXGaLR+1CMJosLhYIXsN/Rjo+jONNqMgCKeuoew0RhCv2caHjiPIT8gBZWuB93D0pSq7PhwUBGFabZ1phUynMYJ4GiMoVsgBZX8PfI5kb6E59RVo6yyMBovjqEUQT0FQrJAgGHP3K3MvSQm0dRZGQRBHLYJ4CoJihQTBp8zsw8DXmX6FsntzK1VB1DUURkEQRy2CeAqCYoUEwauAS0jOOFr7Cpw5cAZSBUEYBUEctQjiKQiKFRIEvwa8zN0P512YomnrLIyCII5aBPHSgkDHEXReyHEE9wHL8i5IGbR1FkYHlMVRiyCedh8tVkiLYCXwfTO7m+ljBNp9tEfogLKZ0Wmos1PXULFCguDDuZeiJFopw6hrKE6reqXWVHvqGipWyJHFt9ffN7PXAZuA25u/o3soCMIoCOI06xoCtaZCpAWBll3nhbQIMLPTSH783wo8CtyYZ6GKoooVRkEQp1UQqEXQnrqGitUyCMzsFcDbgItIzjb6d4C5+7kFlS13GrgLoyCIoxZBPAVBsdJaBN8H7gB+1d2HAczs9wspVUHUNRRGQRBHLYJ4CoJipe0++p9JTj29xcw+a2a/AFjK67uOgiBMq5VSg3bp1CKIpyAoVssgcPeb3P03gJ8BKsDvAyvN7DNm9sshEzez883sYTMbNrMPNnn+YjO7v/p3l5mdGjkfURQEYbT7aBy1COIpCIrV9oAyd9/v7n/j7r8CrAa2AUf9qDcysz7g08AFwMnARWZ2csPLHgV+3t1fDVwBXJOx/DOiweIwU1NHllWNfszaU4sgnoKgWCFHFr/A3Z929//j7iHnGToTGHb3ndXTU9wAXNgwvbvc/Znq3e+QBE1hNFgcRmMEcdQiiKcgKFbQ7qORVgG76u6PAGelvP6dwFebPWFmm4HNACtXrqRSqUQVaHR0dNp7d+xYAqznvvvuZ+HCp6OmWZbGecnTgQNnsnv3PiqVHS889thjJzIx8dNUKnfMePpFzkve6uflgQeWAqdz//33MX/+My+8Zmrq9eza9RMqleFyChmg7O/kscdewfj4CiqVu1547IEHjgVO5Z57/o3Dh58LnlbZ89JJuc2Lu+fyB7wFuLbu/iXAVS1eey6wA1jebrrr16/3WFu2bJl2/3vfcwf3W26JnmRpGuclTyee6L5p0/TH3v9+96Ghzky/yHnJW/283HFHUr++/vXpr1m2zP097ym2XFmV/Z387u+6H3/89Mduuy1Znrffnm1aZc9LJ81kXoCt3uJ3Nc8WwQhwQt391cDjjS8ys1cD1wIXuPveHMtzFI0RhFHXUByNEcRT11CxMo0RZHQ3sM7M1prZfJKD026uf4GZvQT4CnCJuz+SY1ma0hhBGAVBHI0RxFMQFCu3FoG7T5jZZcDXgD7gOnd/0MwurT5/NfAhYDnwV5Z86xPuviGvMjXS7qNh3I/ea0hB0J5aBPEUBMXKs2sId78VuLXhsavr/v8d4HfyLEMaBUGYqSm1CGKoRRBPQVCsPLuGZj0FQZi0A8q07FpTiyCegqBYPR0EGiwO0+oKZbXnpDm1COIpCIrV00GgweIwWinjpLUItNzSqc4VS0GAtmrb0UVC4qhrKJ6CoFgKArRStqOVMo66huKpzhVLQYCCoJ1Wu4+CVsoQahFkpyAoVk8Hgbo3wrTafbT2nDTXql5pjKA9BUGxejoINFgcRitlHA0Wx1OdK5aCALUI2tFKGUdBEE91rlgKAhQE7aQdR6CVsjUFQTwFQbF6Ogg0RhBGK2WctL2GVOfSqc4Vq6eDQFu1YbTXUBy1COIpCIqlIEBbZ+2k7TWkZdeagiCegqBYPR0E+jELo5UyjoIgnupcsRQEqGK1o5UyjoIgnupcsXo6CPr6ktvJyXLLMdtppYxTCwJd1Cc71bli9XQQqGKF0UoZp7aB0RgE2muoPdW5YikIUMVqRytlnNqyqbU8a9QiaE91rlgKAlSx2mm2+6h2vW2vtmzUNZTd5GTzAAUtuzwoCFDFakcnnYtT6xpSiyA7BUGxFASoYrUzNaUDymKoRRBPQVAsBQGqWO1MTkJ///THdAxGe2ktAi23dAqCYikIUMVK454sH62U2bVqEegKZe0pCIqlIEAVK03aVi1o2aXRGEE8bXwUqxRPEmwAAAesSURBVKeDoFbRVLFaq/2Yteoa0rJrTWME8SYnNS5VpJ4OglrF0pHFrU1MJLfaOstOLYJ46hoqloIAVaw0rX7MdBxBe2oRxFMQFKung0A/Zu1pjCBe2pHF2msonYKgWD0fBNqDI53GCOKNjye3jctOda69ZkGgDbf89HQQgJrp7WiMIN7YWHI7ODj9cdW59g4dggULpj+mDbf8KAi0UqY6cCC5Xbhw+uMKgvZqQTB//vTHVefaO3gQhoaOflzLLh+5BoGZnW9mD5vZsJl9sMnzZmZXVp+/38xOz7M8zahipdu/P7ldtGj64zqyuL2xsaQ1oAvTZKcgKFZuQWBmfcCngQuAk4GLzOzkhpddAKyr/m0GPpNXeVpRxUr3/PPJ7eLF0x9Xi6C9Z56BpUuPflyDxenck3q3ZMnRz2l9zUd/+5dEOxMYdvedAGZ2A3Ah8FDday4Ernd3B75jZsvM7MXu/kSO5Zqmrw+uvRZuuWX6481W1E4/NpP3j42ddVQfah5l3LMnuV23bvrjtSC4+OIj3Ub172/1f7PnDh48i6GhbO+J+Zwi3nP48OsYGEj+37sXXvc6jjJvHjz8MPzsz4ZNs4z7Y2OvnVa/ivz88fGkNdVY5yBZdp/9LNx889HPtXLgwBlHdW3ORJkhfu65q9m4sfPTzTMIVgG76u6PAGcFvGYVMC0IzGwzSYuBlStXUqlUogo0Ojp61HsvuuglPPLI4qNe29icb/1Y+1qRx7QmJsbp7x+Y0bSavbfZtE4//Rl27drNrrpv6sCBPs4//+UcPNjX9L3T/29dFjOYmJigv78/6D2tPiPmPXl8xvj4OPPnJ99LX5/zK7/yOJXKgWmvPeOMn+Kpp45v+ZlZPncmZU777PHxcQYGBqLeO5PPrVmx4hBr1/6YSmX6NDZtegnDw0evr2mS+rU/03vSNFtHirJw4fPRv3+p3D2XP+AtwLV19y8Brmp4zT8Br6+7fxuwPm2669ev91hbtmyJfu9so3mZnebKvMyV+XDXvNQAW73F72qeg8UjwAl191cDj0e8RkREcpRnENwNrDOztWY2H3gb0NizdzPwX6p7D70WeM4LHB8QEZEcxwjcfcLMLgO+BvQB17n7g2Z2afX5q4FbgTcAw8AB4B15lUdERJrLc7AYd7+V5Me+/rGr6/534N15lkFERNL1/JHFIiK9TkEgItLjFAQiIj1OQSAi0uPMu+ykJ2b2FPDvkW9fAezpYHHKpHmZnebKvMyV+QDNS81L3f24Zk90XRDMhJltdfcNZZejEzQvs9NcmZe5Mh+geQmhriERkR6nIBAR6XG9FgTXlF2ADtK8zE5zZV7mynyA5qWtnhojEBGRo/Vai0BERBooCEREelzPBIGZnW9mD5vZsJl9sOzyzISZ/cjMHjCzbWa2tezyZGFm15nZbjPbXvfYT5nZv5jZD6q3x5ZZxhAt5uNPzOyx6veyzczeUGYZQ5nZCWa2xcx2mNmDZvbe6uNd9b2kzEfXfS9mNmhm3zOz+6rz8qfVx3P5TnpijMDM+oBHgF8iuRjO3cBF7v5Q6htnKTP7EbDB3bvuIBkzOwcYJblW9SnVxz4GPO3u/6sa0se6+wfKLGc7LebjT4BRd/94mWXLysxeDLzY3e81syXAPcCbgN+ii76XlPl4K132vZiZAYvcfdTMBoA7gfcCv04O30mvtAjOBIbdfae7HwZuAC4suUw9yd2/BTzd8PCFwBer/3+RZOWd1VrMR1dy9yfc/d7q//uAHSTXDu+q7yVlPrpO9eqSo9W7A9U/J6fvpFeCYBVQd+l1RujSClLlwNfN7B4z21x2YTpgZe3KdNXbF5Vcnpm4zMzur3YdzequlGbMbA3wGuC7dPH30jAf0IXfi5n1mdk2YDfwL+6e23fSK0FgTR7r5j6x17n76cAFwLur3RRSvs8AJwKnAU8Af1FucbIxs8XAjcD73P35sssTq8l8dOX34u6T7n4aybXczzSzU/L6rF4JghHghLr7q4HHSyrLjLn749Xb3cBNJF1f3ezJav9urZ93d8nlieLuT1ZX3ings3TR91Lth74R+Bt3/0r14a77XprNRzd/LwDu/ixQAc4np++kV4LgbmCdma01s/nA24CbSy5TFDNbVB0Iw8wWAb8MbE9/16x3M/Cb1f9/E/iHEssSrbaCVv0aXfK9VAcmPwfscPdP1D3VVd9Lq/noxu/FzI4zs2XV/4eAXwS+T07fSU/sNQRQ3WXsk0AfcJ27f6TkIkUxs5eRtAIgueb0l7ppXszsb4GNJKfTfRL4MPD3wJeBlwA/Bt7i7rN6ILbFfGwk6X5w4EfAu2r9ubOZmb0euAN4AJiqPvxfSfrXu+Z7SZmPi+iy78XMXk0yGNxHssH+ZXf/72a2nBy+k54JAhERaa5XuoZERKQFBYGISI9TEIiI9DgFgYhIj1MQiIj0OAWBiEiPUxCIiPQ4BYHIDJnZ71fPc/+TuvPe/17Z5RIJpQPKRDqkW69HIKIWgYhIj1MQiHSOmtfSlRQEIp3zFNAVFz0RqacxApEOMbPjgX8E7nP3d5ZdHpFQCgIRkR6nriERkR6nIBAR6XEKAhGRHqcgEBHpcQoCEZEepyAQEelxCgIRkR73/wEkLKGnVL6f7AAAAABJRU5ErkJggg==\n", 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\n", 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\n", 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\n", + "image/png": 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\n", 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" ] @@ -480,7 +512,8 @@ "metadata": {}, "source": [ "## These graphs show how much of each chemical is present at a given time.\n", - "- The Greek letter $τ$ is used for time because this time is \"scaled\".\n", + "- If you could zoom in on the pictures, you would see that the lines are actually 300,000 dots placed close together!\n", + "- The Greek letter $τ$ is used for time because this time is \"scaled\" (it's not in seconds or minutes).\n", "- Scaling just means we've multiplied it by something to make it easier for the computer to plot.\n", "\n", "## Can you figure out which chemical (X, Y, or Z) is causing the color change?\n", @@ -493,12 +526,12 @@ }, { "cell_type": "code", - "execution_count": 53, + "execution_count": 121, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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\n", 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\n", + "image/png": 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\n", 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" ] @@ -544,13 +577,20 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## Chemical X _helps_ chemical Z form, and then chemical Y comes in and destroys it.\n", + "## Chemical X _helps_ chemical Z form, and then chemical Y destroys both of them. (ouch...)\n", "- We call chemical X a _catalyst_ because it helps (\"catalyzes\") the reaction.\n", "- Chemical Y is called an _inhibitor_ because it slows down (\"inhibits\") the reaction that makes the color change.\n", "\n", "## Let's try messing around with our parameters a bit.\n", "- In the third video, he tells us the concentrations he uses.\n", "- Realistically, there won't actually be ANY of chemical Z in the beaker at first (so we should set that to be 0).\n", + "- The red stuff he adds to the beaker is Ferroin (which has iron in it). The iron in this is what reacts to form chemical Z.\n", + "- He only adds a VERY small amount of this compared to the other chemicals, so all of it will react.\n", + "- Once this happens, no more chemical Z can be formed. We call the Ferroin the \"limiting reagent\" in this case.\n", + "\n", + "## Not all of the chemicals X and Y in the beaker actually react.\n", + "- Once you've taken a high school chemistry class, you can calculate this.\n", + "- For now, I'll just tell you those numbers.\n", "\n", "## Let's see if we can simulate the experiment in the third video. I've calculated the amounts of each chemical he added.\n", "## In the next block:\n", @@ -558,8 +598,9 @@ "- Set x = 1.00\n", "- Set y = 1.00\n", "- and z to 0 (since there will be none of it initially)\n", - "- Set A = 0.66\n", - "- Set B = 0.33\n", + "- Set A = 0.32\n", + "- Set B = 0.16\n", + "- Set kc to 6.00\n", "\n", "- Set the timeStep to 0.0001\n", "- Set T = 30" @@ -567,13 +608,13 @@ }, { "cell_type": "code", - "execution_count": 101, + "execution_count": 126, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "558b6bca59b0459e855f742e247877df", + "model_id": "6d6d66df816047d5ac100932356f229a", "version_major": 2, "version_minor": 0 }, @@ -588,14 +629,14 @@ "source": [ "chosen_params = interact(initialize,\n", " pH = (-1,1,0.01),\n", - " x = (0,1,0.1),\n", + " x = (0,1,0.01),\n", " y = (0,1,0.1),\n", " z = (0,1,0.1),\n", - " A = (0.01,1.0,0.01),\n", + " A = (0.01,0.5,0.01),\n", " B = (0.01,0.5,0.01),\n", - " kc = (1, 10, 0.1),\n", + " kc = (0, 10, 1),\n", " timeStep = [0.0001, 0.001, 0.1],\n", - " T = (10, 50,1))" + " T = (10, 1000,1))" ] }, { @@ -607,12 +648,12 @@ }, { "cell_type": "code", - "execution_count": 96, + "execution_count": 123, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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\n", 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\n", 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kdizwD4lGlTSNEYiItItzr6HHzWwqcCJBIvhLP684Lg+1CERECop1r6Hwg7/L08pSRYlARKSgOGMEg48SgYhIu+wkAl1HICJSUI+JwMwejzPvkKeuIRGRgordhroKqAYmmNk4Om4rPRqYOACxJUeJQESkXbHB4s8TPLd4IsEzi9sSwS6CR1Cmi1oEIiIFFbvp3PeB75vZF939BwMYUzI0RiAiUlCc6wh+YGbnAlOi5d39pwnGlSy1CERE2vWYCMInlB0PLKfj1hIOpCsRqGtIRKSgOBeU1QPTBuSBMUlSIhARKSjOdQQrgKOSDiRxGiMQESkoTotgArDSzJ4H2u8x5O6XJRZV0tQiEBFpFycR/EvSQQwIdQ2JiBQU56yhJwcikMQpEYiIFBTnrKHdBGcJAQwjeGzlHncfnWRgidIYgYhIuzgtglHRaTO7HDgrsYiSohaBiEhBvb77qLv/GpiVQCzJUiIQESkoTtfQRyOTFQTXFaS7b0WJQESkXZwWwaWRnw8Bu4HZcTZuZheZ2WozW2NmNxVYfrWZvRz+PGNm7+lN8L2i6whERAqKM0bQpwfVm1klwV1KLwQagCVmttDdV0aKvQH8rbvvMLOLgQXA2X3ZX4/UNSQiUlCcB9PUmtmvzGyzmW0ys1+aWW2MbZ8FrHH3te5+AHiIvJaEuz/j7jvCyT8Bcbbbb35QiUBEpE2cC8ruBx4EPh5OXxPOu7CH9SYBb0WmGyj+bf9a4NFCC8xsDjAHoKamhlwu12PQ+arXrWs/1enFF15klxUtPmg0Njb26XilmeqcDapz6cRJBEe4+/2R6QfMbF6M9Qp91BbsnDez8wkSwXmFlrv7AoJuI+rr633mzJkxdp9n1ar2l+859TQq+7KNFMrlcvTpeKWY6pwNqnPpxBks3mpm15hZZfhzDbAtxnoNwOTIdC2wIb+QmZ0G3APMdvc42+03dQ2JiHSIkwg+B3wC2Ai8DXwsnNeTJcBUM6szs2HAlcDCaAEzOwZ4GPiUu7/am8B7LTJYrEQgItIhzllD64Be32nU3VvM7HrgMaASuM/dXzGzueHy+cDXgfHAD80MoMXd63u7r5gBRWNLZBciImkU54KyOuCLdH1UZY/Jwd0XAYvy5s2PvL4OuC5+uKXhLWoRiIi0iTNY/GvgXuA3QHo/QaMtAl1HICLSLk4iaHL3OxKPJGnR7iCNEYiItIuTCL5vZt8Afk/nJ5S9kFhUCfNWjRGIiLSJkwhOBT5FcMfRtq/STtruQKpbTIiIFBQnEVwBHBfeJiK9dPqoiEhBca4jeAkYm3QgiVMiEBEpKE6LoAb4i5ktofMYQa+vLThUaIxARKRDnETwjcSjGAgaIxARKSjOlcVPRqfN7H3AVcCThdc4RKlrSESkoDgtAsxsOsGH/ycIHibzyySDSpxaBCIi7bpNBGb2LoIbxX2S4G6j/xswdz9/gGIrrU5XFmuMQESkTbEWwV+Ap4BL3X0NgJl9eUCiSoK6hkRECip2+ujfEdx6erGZ/djMLqDww2bSR11DIiLtuk0E7v4rd/974N1ADvgyUGNmd5vZBwcovtJRi0BEpKAeLyhz9z3u/h/u/hGCp4wtB25KPLJSi54+qucRiIi0i3NlcTt33+7uP3L3dN1nKI9aBCIiHXqVCFJNXUMiIgVlMhFosFhEpEN2EkGEnlksItIhO4lATygTESkom4lAXUMiIu2ykwiilAhERNplJxHoXkMiIgVlNBGoRSAi0ibRRGBmF5nZajNbY2ZdrkY2s3eb2bNmtt/M/jHJWDrRYLGISLtYzyPoCzOrBO4CLgQagCVmttDdV0aKbQe+BFyeVBztNFgsIlJQki2Cs4A17r7W3Q8ADwGzowXcfbO7LwGaE4yjbWfR/Sa+OxGRtEgyEUwC3opMN4TzykPXEYiIFJRY1xCFn13Qp6/iZjYHmANQU1NDLpfr9TbGLF/O6eHrhnXrWNmHbaRRY2Njn45XmqnO2aA6l06SiaABmByZrgU29GVD7r4AWABQX1/vM2fO7FdgkyZO5Ix+biMtcrkc/T1eaaM6Z4PqXDpJdg0tAaaaWZ2ZDSN4/vHCBPdXXKfBYo0RiIi0SaxF4O4tZnY98BhQCdzn7q+Y2dxw+XwzOwpYCowGWs1sHjDN3XclFRegs4ZERCKS7BrC3RcBi/LmzY+83kjQZZQ8nT4qIlJQNq8s1llDIiLtspMIonQdgYhIu+wkAnUNiYgUpEQgIpJx2UkEUUoEg9727fCjH8HBg+WOJD3WrIFHHil3FOnyzDPw7LPljqL/spMIoi0CjREMev/6z/vZM/dGnr13Zc+FBYDPX7GZty+fy+ZV28odSiq4ww3vW0Lu3JtT/40jk4lAZw0NflWLH+VGvsek279S7lBS48wV9zGXH7H7hz8rdyipsGUL3Mn13Mx3aHzqxXKH0y/ZSQRR6hoa9CbvfiV4seud8gaSEgcPwpFsBmD/62/1UFoANmyAs3kegB3PvVrmaPonO4lAg8WZctiOBgCqdm0pcyTpsGkT1BIcs4pNG8scTTpsWN/xmdK8Nt3JM5uJQGMEg1prK4zbE3yoVe/fXuZo0mHDBjiGdQAM2ankGcfW1R1jKS1b0v0+y04iiFKLYFDbuXMYk8Jvt4cd2K6/dwzr13ckguG7t5Y5mnTY+2pDx8TWdA+wZycRdHowTUv54pDEbdkyrL2bo5JW2L27zBEd+jauO8BRBF1C1XuUCOJofqMjEdhOtQjSIZIIrPlAGQORpO3cCEewlTeHnhDM2Jbub2sDoXH1eipw9laMZHizEmccFRuCRPAaJzD0nXS/xzKZCCr2N5UxEEla85vBmUIbjzg1mLFzZxmjSYfmtUG30F+rT6aqpVHjaDEM39LAQavktcp3M2xvut9j2UkEEda8v9whSIJsfdC1sWfKyQD49h3lDCcVKhuCRNAwehpDvAX263+kJ4e9s553qo/mnaETqGpK93ssO4kg/IbTQiUVB9QiGMwqNwX9tW2JoGljuv9JB0LV5iARbBx3UjCjsbGM0Rz6Wlrg8Kb17B07kb3DxjJiv1oE6RAmgiaqqDigbzuDWdW2oEXQdHyYCN5O9z/pQBj9zjp2Vx1B0+gjghkaYC9q0yaYyAaaJ0xk3/BxjGjeHWSHlMpOIgg1UaWuoUHusF1baKqsxuqmAHBgk1oExezfD0c2rWP34cfgI0cFM9UiKGrDhiARMGkS+0eMDWameCwqO4mgU4tAXUOD2di9G9l12ESqjzyMFipp2apEUMzGjXAsb3Kg5hgYpUQQx8Y39nE4Oxg2ZSIHRo4LZioRpIC6hjJh716oaXmbpnFHM3qMsYNxtG5L7z/oQNiw3pnCX2k9to6K0YcB4LvUNVTMrlXrAag+IZIIdqT3C0d2EkFILYLB7a234DjW0jypjjFjYCdj8RT/gw6EDcs3U80+Rpw0BRszGoAD23aVOapD294VawEYM72Og6PUNZQe0RZBsxLBYPX6S41MYgNDT3kXo0fDDsZR8Y4SQTHbX/grAONnTKHi8OBDTeMqxbWufg2AihOn0jpGLYL0CBPBDsYxpDG9mVuK2/zMGgDGnxMkgp2MpXK3/t7F+Irglt3DTnkXlUccDkDL5vR+qA2E6vWvsq9yJBx9NIxViyB1tnAEQ/bvDTqTZdA58HzwgJCRZ5/S3iIY2qgPtWKqX10efKhNncqI8dUcYCgtW3TMurNnD9Rtf4GtNaeAGZUTghZBmi9czE4iCFsEW5kQTOv+M4OOO4x5+Wl2DRkLJ55IZSXsGTKW4fvS+00tadu3w0k7/siW2jOgooKx44ztHM7BlN9WOUlLnt7PDJbSfOa5AFSPH8EBhtK8Nb3vs0QTgZldZGarzWyNmd1UYLmZ2R3h8pfN7IzEggkTwWaODKbffjuxXUl5vPDsfi7Y8wivH3cuVARv7b3DxzGiaYfundON39/9OjN4AfvwJQCMGRO0mm2j/j+689p3f8MImqj59IcAGDsuODutOcXjKoklAjOrBO4CLgamAZ80s2l5xS4GpoY/c4C7k4qnzZ8Jb0S2bFnSu5IB0tLsrF68gYbZX2AC22j6zAfbl+2tnsCQ1ubgUlBpt7/JWfrgq0z+1nXst+HU/tNngKC7+8+cyqjXlil55mncfoD/9+3nueD3X2XTqOMZedkFQJA8tzEef3NdmSPsuyEJbvssYI27rwUws4eA2cDKSJnZwE/d3YE/mdlYMzva3Uv/dSR8U7/O8bw25N0c+4V5bLjhe7gZTvATZTh43nTbpvKm85fnr9+nddsKd1kec93Qid7KRuuom3X5547cnruX2y5lnMWmuyzLq0MlLZxIEycCr13+Ffaf+572ZS/WXARbvsLO2pPZUTmB1iLffaLbLfQRmB9HXvW7Ls8rm788v3R32y8yo90xDn81L1gsGl81e6n2PVSzl3qcAwxl47d+zDETjwaCRPA7PsxVO37OpmG17K04rNP/R1uMhf4+bcevY1mBMtHf3lGmy/bC4+UF1m3b10nA5kLbjZSJxlEwhrx9dlcWYAT7+AAH2VUxhoM/XwRDhnQ6Zl956jbWDTueZhsGeZ8npbK1/nL448ySbzfJRDAJiD7IswE4O0aZSUCnRGBmcwhaDNTU1JDL5XodzOjNmzny3PM4c8Q+vrn7fj66/seMad6OefA2x8AcPPL3c6zTnzM/WXj0A7aH5Z3eGOZdyua/cRzLm9Ux0Xm7HXsvtNxbW6GisnNJ67ovi7xuL1sgzu7qWGh98vdjlpcUix2v6FaL72focGf/UTWMuuQEhsw4lsbGxvb3yNQrjuS/+0/4m62PMrx1Hx3/6AV3kz/R83LrPNd7WD04BkVYRw0Lb8jypsPSra1YRUX7+pEj12kTB4ZUsb+ymtYRVTDpcEZ9/GSs7kjWhsfLHfzK8/je0u9w8q6lVHoLRmveO8zCLXf9+3TMi1+mLWbPP86R+nYs6/i/aG11Kioq2o9p1/dPuO327XikTOT/y/Lj6Ty//X+xehitUycx5pOnwsgDEB6zlpZK/nTRXO5fZdTuW8sQb+4aR4nsHzuyT59/PXL3RH6AjwP3RKY/Bfwgr8zvgPMi048DM4ptd8aMGd5Xixcv7vO6aaU6Z4PqnA39qTOw1Lv5XE1ysLgBmByZrgU29KGMiIgkKMlEsASYamZ1ZjYMuBJYmFdmIfDp8Oyhc4B3PInxARER6VZiYwTu3mJm1wOPAZXAfe7+ipnNDZfPBxYBlwBrgL3APyQVj4iIFJbkYDHuvojgwz46b37ktQNfSDIGEREpLjtXFouISEFKBCIiGadEICKScUoEIiIZZ56y+4mY2RbgzT6uPgHYWsJw0kB1zgbVORv6U+dj3f2IQgtSlwj6w8yWunt9ueMYSKpzNqjO2ZBUndU1JCKScUoEIiIZl7VEsKDcAZSB6pwNqnM2JFLnTI0RiIhIV1lrEYiISB4lAhGRjMtMIjCzi8xstZmtMbObyh1PKZjZZDNbbGarzOwVM7shnH+4mf1fM3st/D0uss7N4TFYbWYfKl/0/WNmlWb2opn9Npwe1HUOH+P6n2b2l/Dv/d4M1PnL4ft6hZn93MyqBludzew+M9tsZisi83pdRzObYWZ/DpfdYVbocW1FdPfEmsH0Q3Ab7NeB44BhwEvAtHLHVYJ6HQ2cEb4eBbwKTAP+DbgpnH8TcGv4elpY9+FAXXhMKstdjz7W/UbgQeC34fSgrjPwE+C68PUwYOxgrjPBI2vfAEaE078APjvY6gy8HzgDWBGZ1+s6As8D7yV4qOajwMW9iSMrLYKzgDXuvtbdDwAPAbPLHFO/ufvb7v5C+Ho3sIrgH2g2wQcH4e/Lw9ezgYfcfb+7v0HwHIizBjbq/jOzWuDDwD2R2YO2zmY2muAD414Adz/g7jsZxHUODQFGmNkQoJrg6YWDqs7u/gdge97sXtXRzI4GRrv7sx5khZ9G1oklK4lgEvBWZLohnDdomNkU4HTgOaDGwye9hb+PDIsNluNwO/DfgNbIvMFc5+OALcD9YXfYPWY2kkFcZ3dfD9wGrAPeJnh64e8ZxHWO6G0dJ4Wv8+fHlpVEUKi/bNCcN2tmhwG/BOa5+65iRQvMS9VxMLOPAJvdfVncVQrMS1WdCSUSGv0AAAIpSURBVL4ZnwHc7e6nA3sIugy6k/o6h/3iswm6QCYCI83smmKrFJiXqjrH0F0d+133rCSCBmByZLqWoJmZemY2lCAJ/Ie7PxzO3hQ2Fwl/bw7nD4bj8D7gMjP7K0EX3ywz+3cGd50bgAZ3fy6c/k+CxDCY6/wB4A133+LuzcDDwLkM7jq36W0dG8LX+fNjy0oiWAJMNbM6MxsGXAksLHNM/RaeGXAvsMrdvxtZtBD4TPj6M8AjkflXmtlwM6sDphIMMqWGu9/s7rXuPoXg7/iEu1/D4K7zRuAtMzsxnHUBsJJBXGeCLqFzzKw6fJ9fQDAGNpjr3KZXdQy7j3ab2Tnhsfp0ZJ14yj1qPoCj85cQnFXzOvBP5Y6nRHU6j6AJ+DKwPPy5BBgPPA68Fv4+PLLOP4XHYDW9PLPgUPsBZtJx1tCgrjMwHVga/q1/DYzLQJ2/CfwFWAH8jOBsmUFVZ+DnBGMgzQTf7K/tSx2B+vA4vQ7cSXjXiLg/usWEiEjGZaVrSEREuqFEICKScUoEIiIZp0QgIpJxSgQiIhmnRCAiknFKBCIiGadEINJP4X3zl5vZRjNbH77+UrnjEolLF5SJlIiZ/QvQ6O63lTsWkd5Qi0BEJOOUCERKR81rSSUlApHS2UJwMziRVNEYgUiJmNlRwG+Bl9z92nLHIxKXEoGISMapa0hEJOOUCEREMk6JQEQk45QIREQyTolARCTjlAhERDJOiUBEJOP+PwXiYrMY6/HrAAAAAElFTkSuQmCC\n", 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