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Last active January 8, 2021 22:20
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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Populating the interactive namespace from numpy and matplotlib\n"
]
}
],
"source": [
"# Enabling the `widget` backend.\n",
"# This requires jupyter-matplotlib a.k.a. ipympl.\n",
"# ipympl can be install via pip or conda.\n",
"%pylab inline\n",
"%config InlineBackend.figure_format = 'retina'\n",
"\n",
"import matplotlib.pyplot as plt\n",
"import numpy as np\n",
"\n",
"plt.style.use('fivethirtyeight')"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"plt.rcParams['font.size'] = 10\n",
"plt.rcParams['axes.labelsize'] = 10\n",
"plt.rcParams['axes.labelweight'] = 'bold'\n",
"plt.rcParams['xtick.labelsize'] = 8\n",
"plt.rcParams['ytick.labelsize'] = 8\n",
"plt.rcParams['legend.fontsize'] = 10\n",
"plt.rcParams['figure.titlesize'] = 12\n",
"plt.rcParams['lines.markersize'] = 10\n",
"#plt.rcParams['savefig.dpi'] = 2 * plt.rcParams['savefig.dpi']\n"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"'figure'"
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"plt.rcParams['savefig.dpi']"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"data = {\"labels\": [\"2020-12-29\", \"2020-12-30\", \"2020-12-31\", \"2021-01-01\", \"2021-01-02\", \"2021-01-03\", \"2021-01-04\", \"2021-01-05\", \"2021-01-06\", \"2021-01-07\", \"2021-01-08\"], \"datasets\": [{\"label\": \"Baden-W\\u00fcrttemberg\", \"data\": [4721, 8242, 12649, 17086, 20045, 24063, 27454, 32182, 37840, 42899, 49103], \"ewz\": 11100394}, {\"label\": \"Bayern\", \"data\": [5219, 12935, 28206, 37955, 39005, 57833, 66258, 77876, 82749, 84349, 88916], \"ewz\": 13124737}, {\"label\": \"Berlin\", \"data\": [3839, 6296, 9084, 11114, 13137, 14616, 17758, 19389, 21955, 24159, 26406], \"ewz\": 3669491}, {\"label\": \"Brandenburg\", \"data\": [107, 1553, 3036, 3219, 3219, 3219, 3309, 3334, 5404, 8182, 11481], \"ewz\": 2521893}, {\"label\": \"Bremen\", \"data\": [592, 1059, 1691, 1741, 1741, 1837, 1903, 2653, 3195, 3825, 4505], \"ewz\": 681202}, {\"label\": \"Hamburg\", \"data\": [1071, 1499, 2040, 2759, 3042, 3704, 4140, 4756, 5901, 7079, 8471], \"ewz\": 1847253}, {\"label\": \"Hessen\", \"data\": [4354, 9448, 15674, 21373, 24791, 30085, 33405, 37795, 41298, 44122, 46006], \"ewz\": 6288080}, {\"label\": \"Mecklenburg-Vorpommern\", \"data\": [4170, 7338, 11101, 11494, 11494, 11494, 11494, 13832, 18014, 21713, 24060], \"ewz\": 1608138}, {\"label\": \"Niedersachsen\", \"data\": [835, 1527, 2705, 3566, 3945, 4962, 5394, 8665, 15164, 22608, 32170], \"ewz\": 7993608}, {\"label\": \"Nordrhein-Westfalen\", \"data\": [7136, 11385, 19930, 24924, 33375, 48691, 53841, 62692, 69225, 79578, 90802], \"ewz\": 17947221}, {\"label\": \"Rheinland-Pfalz\", \"data\": [1462, 2284, 4247, 5112, 6898, 7248, 8282, 9891, 12336, 15984, 20792], \"ewz\": 4093903}, {\"label\": \"Saarland\", \"data\": [862, 1518, 2119, 2716, 3316, 4149, 4149, 4836, 5633, 6511, 7358], \"ewz\": 986887}, {\"label\": \"Sachsen\", \"data\": [857, 1487, 2653, 3290, 4000, 4343, 4866, 7740, 10767, 13006, 15593], \"ewz\": 4071971}, {\"label\": \"Sachsen-Anhalt\", \"data\": [3985, 7287, 10100, 11146, 11771, 12822, 13366, 15628, 17123, 17624, 19399], \"ewz\": 2194782}, {\"label\": \"Schleswig-Holstein\", \"data\": [2495, 3579, 5581, 7270, 7964, 8933, 9557, 12978, 17016, 20078, 23903], \"ewz\": 2903773}, {\"label\": \"Th\\u00fcringen\", \"data\": [257, 672, 810, 810, 810, 810, 810, 2715, 3711, 5343, 7994], \"ewz\": 2133378}]}"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"{'label': 'Baden-Württemberg',\n",
" 'data': [4721,\n",
" 8242,\n",
" 12649,\n",
" 17086,\n",
" 20045,\n",
" 24063,\n",
" 27454,\n",
" 32182,\n",
" 37840,\n",
" 42899,\n",
" 49103],\n",
" 'ewz': 11100394}"
]
},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"\n",
"data['datasets'][0]"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [],
"source": [
"labels = data[\"labels\"]"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [],
"source": [
"result = {}\n",
"for i, v in enumerate(labels):\n",
" for d in data['datasets']:\n",
" if v in result:\n",
" result[v] += d['data'][i]\n",
" else:\n",
" result[v] = d['data'][i]"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"{'2020-12-29': 41962,\n",
" '2020-12-30': 78109,\n",
" '2020-12-31': 131626,\n",
" '2021-01-01': 165575,\n",
" '2021-01-02': 188553,\n",
" '2021-01-03': 238809,\n",
" '2021-01-04': 265986,\n",
" '2021-01-05': 316962,\n",
" '2021-01-06': 367331,\n",
" '2021-01-07': 417060,\n",
" '2021-01-08': 476959}"
]
},
"execution_count": 8,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"result"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [],
"source": [
"data = list(map(lambda x: result[x], result))"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"[41962, 36147, 53517, 33949, 22978, 50256, 27177, 50976, 50369, 49729, 59899]"
]
},
"execution_count": 10,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"prev = 0\n",
"delta = [data[0]] + [data[v] - data[v-1] for v in range(1, len(data))]\n",
"delta"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 2 Axes>"
]
},
"metadata": {
"image/png": {
"height": 279,
"width": 424
}
},
"output_type": "display_data"
}
],
"source": [
"fig, ax = plt.subplots()\n",
"ax.set_ylabel(\"Impfungen Kummulativ\")\n",
"ax.set_xlabel(\"Zeitverlauf\")\n",
"ax.bar(labels, data, color=\"#008fd5\")\n",
"ax.set_title(\"Impfungen in Deutschland\")\n",
"\n",
"ax2 = ax.twinx()\n",
"ax2.plot(labels, np.gradient(data), color=\"#e5ae38\", marker=\"x\")\n",
"ax2.set_ylabel(\"Impfungen Pro Tag\")\n",
"ax2.set_ylim(bottom=0)\n",
"\n",
"plt.setp(ax.get_xticklabels(), rotation=-45)\n",
"fig.tight_layout()\n",
"plt.show()\n"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [],
"source": [
"delta = np.gradient(data)"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {},
"outputs": [],
"source": [
"change = np.gradient(delta)"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"array([ 8685. , 3793. , -8184.25, -3558. , 5126.5 , 1229.75,\n",
" 5978. , 5486.25, 2070.75, 4925. , 5085. ])"
]
},
"execution_count": 14,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"change"
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"array([1138.22727273, 1467.61818182, 1797.00909091, 2126.4 ,\n",
" 2455.79090909, 2785.18181818, 3114.57272727, 3443.96363636,\n",
" 3773.35454545, 4102.74545455, 4432.13636364])"
]
},
"execution_count": 15,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"z = np.polyfit(range(len(labels)), change, 1)\n",
"p = np.poly1d(z)\n",
"p(range(len(labels)))"
]
},
{
"cell_type": "code",
"execution_count": 16,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 2 Axes>"
]
},
"metadata": {
"image/png": {
"height": 279,
"width": 424
}
},
"output_type": "display_data"
}
],
"source": [
"fig, ax = plt.subplots()\n",
"ax.set_ylabel(\"Impfungen pro Tag\")\n",
"ax.set_xlabel(\"Zeitverlauf\")\n",
"ax.set_title(\"Impfungen in Deutschland\")\n",
"ax.bar(labels, delta, color=\"#008fd5\", linewidth=2, label=\"Impfungen pro Tag\")\n",
"\n",
"ax2 = ax.twinx()\n",
"ax2.plot(labels, change, color=\"#e5ae38\", marker=\"o\", label=\"Delta zum Vortag\")\n",
"ax2.set_ylabel(\"Veränderung\")\n",
"ax2.set_ylim(bottom=0)\n",
"\n",
"ax2.plot(labels, p(range(len(labels))), \":\", color=\"black\", label=\"Trend\")\n",
"plt.setp(ax.get_xticklabels(), rotation=-45)\n",
"\n",
"fig.tight_layout()\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 17,
"metadata": {},
"outputs": [],
"source": [
"increases = [int(p(x)) for x in range(10, 465)]"
]
},
{
"cell_type": "code",
"execution_count": 18,
"metadata": {},
"outputs": [],
"source": [
"def base_no_cum(mmm):\n",
" cur = delta[10]\n",
" tmp = []\n",
" for x in increases:\n",
" cur += x\n",
" tmp.append(min(mmm, cur))\n",
" return list(delta[:9]) + tmp\n",
" \n",
"def gen_with_max_vacc(mmm):\n",
" germany = 83*1000*1000\n",
" \n",
" adjusted = np.cumsum(base_no_cum(mmm))\n",
" return list(map(lambda x: round(x / germany * 100, 1), adjusted))"
]
},
{
"cell_type": "code",
"execution_count": 19,
"metadata": {},
"outputs": [],
"source": [
"import datetime\n",
"base = datetime.datetime.strptime(\"2020-12-29\", \"%Y-%m-%d\")\n",
"labels = [(base + datetime.timedelta(days=x)).strftime(\"%b %Y\") for x in range(600)]"
]
},
{
"cell_type": "code",
"execution_count": 20,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"'Feb 2021'"
]
},
"execution_count": 20,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"labels[base_no_cum(350000).index(350000)]"
]
},
{
"cell_type": "code",
"execution_count": 21,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"'Jul 2021'"
]
},
"execution_count": 21,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"labels[next((x for x, v in enumerate(gen_with_max_vacc(350000)) if v >= 70), None)]"
]
},
{
"cell_type": "code",
"execution_count": 22,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"<ipython-input-22-695a6a00e54f>:22: UserWarning: FixedFormatter should only be used together with FixedLocator\n",
" ax.set_xticklabels(map(lambda x: labels[int(x)], ax.get_xticks()))\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"image/png": {
"height": 280,
"width": 424
}
},
"output_type": "display_data"
}
],
"source": [
"fig, ax = plt.subplots()\n",
"ax.plot(gen_with_max_vacc(100*1000), color=\"#feb24c\", label=\"100T Impfungen/Tag\", linewidth=2)\n",
"ax.plot(gen_with_max_vacc(130*1000), color=\"#fd8d3c\", label=\"130T Impfungen/Tag\", linewidth=2)\n",
"ax.plot(gen_with_max_vacc(160*1000), color=\"#fc4e2a\", label=\"160T Impfungen/Tag\", linewidth=2)\n",
"ax.plot(gen_with_max_vacc(200*1000), color=\"#e31a1c\", label=\"200T Impfungen/Tag\", linewidth=2)\n",
"ax.plot(gen_with_max_vacc(250*1000), color=\"#bd0026\", label=\"250T Impfungen/Tag\", linewidth=2)\n",
"ax.plot(gen_with_max_vacc(350*1000), color=\"#800026\", label=\"350T Impfungen/Tag\", linewidth=2)\n",
"\n",
"ax.set_ylabel(\"% der Bevölkerung immunisiert\")\n",
"\n",
"\n",
"fig.tight_layout()\n",
"#plt.vlines(10,0, 100, label=\"Heute\", linestyles='dashed')\n",
"ax.axvline(10, linestyle=\":\", linewidth=2, color=\"#800026\")\n",
"ax.axvline(365, linestyle=\":\", linewidth=2, color=\"#800026\")\n",
"ax.axhline(70, linestyle=\":\", linewidth=2, color=\"#800026\")\n",
"ax.text(12, 71, \"Herdenimmunität 70%\")\n",
"ax.text(13, 20, \"Heute 7.1.2021\", rotation=90)\n",
"ax.text(369, 1, \"1 Jahr nach Impfstart\", rotation=90)\n",
"ax.set_ylim(top=100)\n",
"ax.set_xlim(left=0)\n",
"ax.set_xticklabels(map(lambda x: labels[int(x)], ax.get_xticks()))\n",
"plt.setp(ax.get_xticklabels(), rotation=-90)\n",
"fig.tight_layout()\n",
"plt.legend()\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 23,
"metadata": {},
"outputs": [],
"source": [
"plt.close()"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"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": "3.9.1"
}
},
"nbformat": 4,
"nbformat_minor": 4
}
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