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@mocurin
Created November 7, 2021 13:51
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ДЗ1 экономика ИУ8
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{
"cells": [
{
"cell_type": "code",
"execution_count": 29,
"id": "9ec56990",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Data:\n",
"Q [0, 5, 10, 17.5, 22.5, 27.5, 33.5]\n",
"TC [20, 30, 35, 40, 45, 55, 70]\n",
"\n",
"Plot #1\n",
"TC [20, 30, 35, 40, 45, 55, 70]\n",
"FC [20, 20, 20, 20, 20, 20, 20]\n",
"VC [0, 10, 15, 20, 25, 35, 50]\n",
"\n",
"Plot #2\n",
"ATC ['N/A', 6.0, 3.5, 2.29, 2.0, 2.0, 2.09]\n",
"AFC ['N/A', 4.0, 2.0, 1.14, 0.89, 0.73, 0.6]\n",
"AVC ['N/A', 2.0, 1.5, 1.14, 1.11, 1.27, 1.49]\n",
"MC ['N/A', 2.0, 1.0, 0.67, 1.0, 2.0, 2.5]\n"
]
}
],
"source": [
"inp = {\n",
" 0: 20,\n",
" 5: 30,\n",
" 10: 35,\n",
" 17.5: 40,\n",
" 22.5: 45,\n",
" 27.5: 55,\n",
" 33.5: 70\n",
"}\n",
"\n",
"print(\"Data:\")\n",
"\n",
"Q = list(inp.keys())\n",
"print(\"Q \", Q)\n",
"\n",
"TC = list(inp.values())\n",
"print(\"TC\", TC)\n",
"\n",
"print(\"\\n\", \"Plot #1\", sep=\"\")\n",
"print(\"TC\", TC)\n",
"\n",
"FC = [inp[0]] * len(TC)\n",
"print(\"FC\", FC)\n",
"\n",
"VC = [tc - fc for tc, fc in zip(TC, FC)]\n",
"print(\"VC\", VC)\n",
"\n",
"print(\"\\n\", \"Plot #2\", sep=\"\")\n",
"\n",
"ATC = [tc/q if q else 'N/A' for tc, q in zip(TC, Q)]\n",
"print(\"ATC\", [round(atc, 2) if isinstance(atc, float) else atc for atc in ATC])\n",
"\n",
"AFC = [fc/q if q else 'N/A' for fc, q in zip(FC, Q)]\n",
"print(\"AFC\", [round(afc, 2) if isinstance(afc, float) else afc for afc in AFC])\n",
"\n",
"AVC = [vc/q if q else 'N/A' for vc, q in zip(VC, Q)]\n",
"print(\"AVC\", [round(avc, 2) if isinstance(avc, float) else avc for avc in AVC])\n",
"\n",
"MC = ['N/A', *[(TC[i] - TC[i - 1]) / (Q[i] - Q[i - 1]) for i in range(1, len(Q))]]\n",
"print(\"MC \", [round(mc, 2) if isinstance(mc, float) else mc for mc in MC])"
]
},
{
"cell_type": "code",
"execution_count": 57,
"id": "4ca7dc71",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
"<style>\n",
".output_png {\n",
" display: table-cell;\n",
" text-align: center;\n",
" vertical-align: middle;\n",
"}\n",
"</style>\n"
],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"execution_count": 57,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"from IPython.core.display import HTML\n",
"HTML(\"\"\"\n",
"<style>\n",
".output_png {\n",
" display: table-cell;\n",
" text-align: center;\n",
" vertical-align: middle;\n",
"}\n",
"</style>\n",
"\"\"\")"
]
},
{
"cell_type": "code",
"execution_count": 68,
"id": "e012a25e",
"metadata": {},
"outputs": [
{
"data": {
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\n",
"text/plain": [
"<Figure size 720x720 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 720x720 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"import matplotlib.pyplot as plt\n",
"\n",
"plt.figure(figsize=(10, 10))\n",
"\n",
"plt.title(\"График #1\")\n",
"plt.xlim((0, 35))\n",
"plt.ylim((0, 100))\n",
"plt.xlabel(\"Q, тыс. контейнеров/год\")\n",
"plt.ylabel(\"Издержки, млн. рублей/год\")\n",
"plt.grid(linestyle='--')\n",
"plt.plot(Q, TC, marker='o', label=\"TC\")\n",
"plt.plot(Q, FC, marker='o', label=\"FC\")\n",
"plt.plot(Q, VC, marker='o', label=\"VC\")\n",
"\n",
"ax = plt.gca()\n",
"box = ax.get_position()\n",
"ax.set_position([box.x0, box.y0 + box.height * 0.1,\n",
" box.width, box.height * 0.9])\n",
"\n",
"ax.legend(loc='upper center', frameon=False, bbox_to_anchor=(0.5, -0.1), ncol=3, handletextpad=3.0)\n",
"\n",
"plt.show()\n",
"\n",
"plt.figure(figsize=(10, 10))\n",
"plt.title(\"График #2\")\n",
"plt.xlim((0, 35))\n",
"plt.ylim((0, 6))\n",
"plt.xlabel(\"Q, тыс. контейнеров/год\")\n",
"plt.ylabel(\"Издержки, млн. рублей/год\")\n",
"plt.grid(linestyle='--')\n",
"plt.plot(Q[1:], ATC[1:], marker='o', label=\"ATC\")\n",
"plt.plot(Q[1:], AFC[1:], marker='o', label=\"AFC\")\n",
"plt.plot(Q[1:], AVC[1:], marker='o', label=\"AVC\")\n",
"plt.plot(Q[1:], MC[1:], marker='o', label=\"MC\")\n",
"\n",
"ax = plt.gca()\n",
"box = ax.get_position()\n",
"ax.set_position([box.x0, box.y0 + box.height * 0.1,\n",
" box.width, box.height * 0.9])\n",
"\n",
"ax.legend(loc='upper center', frameon=False, bbox_to_anchor=(0.5, -0.1), ncol=4, handletextpad=3.0)\n",
"\n",
"plt.show();"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "047ddae9",
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3.9.7 64-bit ('python-playground-PHtHmzs8': pipenv)",
"language": "python",
"name": "python397jvsc74a57bd08f03536c6a1f835a61bf4a5e9c9f820b0d5f2590c324c5caa86411065d52ac37"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.9.7"
}
},
"nbformat": 4,
"nbformat_minor": 5
}
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