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@bmtgoncalves
Created January 7, 2022 23:22
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Spiral.ipynb
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{
"cells": [
{
"metadata": {},
"cell_type": "markdown",
"source": "<div style=\"width: 100%; overflow: hidden;\">\n <div style=\"width: 150px; float: left;\"> <img src=\"https://raw.githubusercontent.com/DataForScience/Networks/master/data/D4Sci_logo_ball.png\" alt=\"Data For Science, Inc\" align=\"left\" border=\"0\" width=150px> </div>\n <div style=\"float: left; margin-left: 10px;\"> <h1>Course</h1>\n<h1>Lesson</h1>\n <p>Bruno Gonçalves<br/>\n <a href=\"http://www.data4sci.com/\">www.data4sci.com</a><br/>\n @bgoncalves, @data4sci</p></div>\n</div>"
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "from collections import Counter\nfrom pprint import pprint\n\nimport pandas as pd\nimport numpy as np\n\nimport matplotlib\nimport matplotlib.pyplot as plt \n\nimport tqdm as tq\nfrom tqdm import tqdm\n\nimport seaborn as sns\nimport watermark\n\n%load_ext watermark\n%matplotlib inline",
"execution_count": 1,
"outputs": []
},
{
"metadata": {},
"cell_type": "markdown",
"source": "We start by print out the versions of the libraries we're using for future reference"
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "%watermark -n -v -m -g -iv",
"execution_count": 2,
"outputs": [
{
"output_type": "stream",
"text": "Python implementation: CPython\nPython version : 3.8.5\nIPython version : 7.19.0\n\nCompiler : Clang 10.0.0 \nOS : Darwin\nRelease : 20.6.0\nMachine : x86_64\nProcessor : i386\nCPU cores : 16\nArchitecture: 64bit\n\nGit hash: cd9fbe0cf2e8e0ef15a217412e487460a988d933\n\npandas : 1.1.3\ntqdm : 4.62.0\nseaborn : 0.11.0\nnumpy : 1.19.2\nwatermark : 2.1.0\njson : 2.0.9\nmatplotlib: 3.3.2\n\n",
"name": "stdout"
}
]
},
{
"metadata": {},
"cell_type": "markdown",
"source": "Load default figure style"
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "colors = ['#51a7f9',\n '#cf51f9']",
"execution_count": 3,
"outputs": []
},
{
"metadata": {},
"cell_type": "markdown",
"source": "# Code"
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "url = 'https://raw.githubusercontent.com/CSSEGISandData/COVID-19/master/csse_covid_19_data/csse_covid_19_time_series/'",
"execution_count": 4,
"outputs": []
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "confirmed_US = pd.read_csv(url + 'time_series_covid19_confirmed_US.csv')",
"execution_count": 5,
"outputs": []
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "del_columns = [\n 'UID',\n 'iso2',\n 'iso3',\n 'code3',\n 'FIPS',\n 'Country_Region',\n 'Lat',\n 'Long_',\n 'Combined_Key',\n 'Admin2'\n]",
"execution_count": 6,
"outputs": []
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "confirmed_US.drop(columns=del_columns, inplace=True)\nconfirmed_US = confirmed_US.groupby('Province_State').sum().T\nconfirmed_US.index = pd.to_datetime(confirmed_US.index)",
"execution_count": 7,
"outputs": []
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "total = pd.DataFrame(confirmed_US.sum(axis=1).diff(1).rolling(7).mean())\ntotal.columns = ['cases']\ntotal['angle'] = -total.index.dayofyear/365*2*np.pi+np.pi/2",
"execution_count": 8,
"outputs": []
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "total['y'] = np.arange(total.shape[0])/365*np.pi+1\ntotal['width'] = (total['cases'])/150_000",
"execution_count": 9,
"outputs": []
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "total['y2'] = total['y']+total['width']/2\ntotal['y3'] = total['y']-total['width']/2",
"execution_count": 10,
"outputs": []
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "months = ['Jan', '', '', \n 'Apr', '', '', \n 'Jul', '', '', \n 'Oct', '', '', ]\nlabels = months[::-1]\nlabels = labels[8:] + labels[:8]\nlabels.append('')",
"execution_count": 11,
"outputs": []
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "fig, ax = plt.subplots(figsize=(10, 10), subplot_kw={'projection': 'polar'})\nax.fill_between(x=total.angle, y1=total.y2, y2=total.y3, color='#f3c4c3')\nax.plot(total['angle'], total['y2'], lw=1, color='#922827')\nax.plot(total['angle'], total['y3'], lw=1, color='#922827')\nax.plot(total['angle'], total['y'], lw=1, color='black')",
"execution_count": 12,
"outputs": [
{
"output_type": "execute_result",
"execution_count": 12,
"data": {
"text/plain": "[<matplotlib.lines.Line2D at 0x7ff480bcac40>]"
},
"metadata": {}
},
{
"output_type": "display_data",
"data": {
"text/plain": "<Figure size 720x720 with 1 Axes>",
"image/png": 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\n"
},
"metadata": {
"needs_background": "light"
}
}
]
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "fig, ax = plt.subplots(figsize=(10, 10), subplot_kw={'projection': 'polar'})\nax.fill_between(x=total.angle, y1=total.y2, y2=total.y3, color='#f3c4c3')\nax.plot(total['angle'], total['y2'], lw=1, color='#922827')\nax.plot(total['angle'], total['y3'], lw=1, color='#922827')\nax.plot(total['angle'], total['y'], lw=1, color='black')\n\nax.set_xticks(np.linspace(0, 2*np.pi, 13))\nax.set_xticklabels(labels, fontsize=14)\nax.set_yticklabels([])",
"execution_count": 13,
"outputs": [
{
"output_type": "execute_result",
"execution_count": 13,
"data": {
"text/plain": "[Text(0, 2.0, ''),\n Text(0, 4.0, ''),\n Text(0, 6.0, ''),\n Text(0, 8.0, ''),\n Text(0, 10.0, '')]"
},
"metadata": {}
},
{
"output_type": "display_data",
"data": {
"text/plain": "<Figure size 720x720 with 1 Axes>",
"image/png": 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\n"
},
"metadata": {
"needs_background": "light"
}
}
]
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "fig, ax = plt.subplots(figsize=(10, 10), subplot_kw={'projection': 'polar'})\nax.fill_between(x=total.angle, y1=total.y2, y2=total.y3, color='#f3c4c3')\nax.plot(total['angle'], total['y2'], lw=1, color='#922827')\nax.plot(total['angle'], total['y3'], lw=1, color='#922827')\nax.plot(total['angle'], total['y'], lw=1, color='black')\n\nax.set_xticks(np.linspace(0, 2*np.pi, 13))\nax.set_xticklabels(labels, fontsize=14)\nax.set_yticklabels([])\nax.text(np.pi/2, 1.1, s=u'2020\\u2192', fontsize=12)\nax.text(np.pi/2, 4.2, s=u'2021\\u2192', fontsize=12)\nax.text(np.pi/2, 7.3, s=u'2022\\u2192', fontsize=12)",
"execution_count": 14,
"outputs": [
{
"output_type": "execute_result",
"execution_count": 14,
"data": {
"text/plain": "Text(1.5707963267948966, 7.3, '2022→')"
},
"metadata": {}
},
{
"output_type": "display_data",
"data": {
"text/plain": "<Figure size 720x720 with 1 Axes>",
"image/png": 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\n"
},
"metadata": {
"needs_background": "light"
}
}
]
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "fig, ax = plt.subplots(figsize=(10, 10), subplot_kw={'projection': 'polar'})\nax.fill_between(x=total.angle, y1=total.y2, y2=total.y3, color='#f3c4c3')\nax.plot(total['angle'], total['y2'], lw=1, color='#922827')\nax.plot(total['angle'], total['y3'], lw=1, color='#922827')\nax.plot(total['angle'], total['y'], lw=1, color='black')\n\nax.set_xticks(np.linspace(0, 2*np.pi, 13))\nax.set_xticklabels(labels, fontsize=14)\nax.set_yticklabels([])\nax.text(np.pi/2, 1.1, s=u'2020\\u2192', fontsize=12)\nax.text(np.pi/2, 4.2, s=u'2021\\u2192', fontsize=12)\nax.text(np.pi/2, 7.3, s=u'2022\\u2192', fontsize=12)\n\nax.yaxis.grid(False)\nax.xaxis.grid(linestyle='dashed', linewidth=1.5)\nax.spines['polar'].set_visible(False)",
"execution_count": 15,
"outputs": [
{
"output_type": "display_data",
"data": {
"text/plain": "<Figure size 720x720 with 1 Axes>",
"image/png": 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\n"
},
"metadata": {
"needs_background": "light"
}
}
]
},
{
"metadata": {},
"cell_type": "markdown",
"source": "<div style=\"width: 100%; overflow: hidden;\" align=\"center\">\n <img src=\"https://raw.githubusercontent.com/DataForScience/Networks/master/data/D4Sci_logo_full.png\" alt=\"Data For Science, Inc\" align=\"center\" border=\"0\" width=300px> \n</div>"
}
],
"metadata": {
"kernelspec": {
"name": "python3",
"display_name": "Python 3",
"language": "python"
},
"varInspector": {
"window_display": false,
"cols": {
"lenName": 16,
"lenType": 16,
"lenVar": 40
},
"kernels_config": {
"python": {
"library": "var_list.py",
"delete_cmd_prefix": "del ",
"delete_cmd_postfix": "",
"varRefreshCmd": "print(var_dic_list())"
},
"r": {
"library": "var_list.r",
"delete_cmd_prefix": "rm(",
"delete_cmd_postfix": ") ",
"varRefreshCmd": "cat(var_dic_list()) "
}
},
"types_to_exclude": [
"module",
"function",
"builtin_function_or_method",
"instance",
"_Feature"
]
},
"language_info": {
"name": "python",
"version": "3.8.5",
"mimetype": "text/x-python",
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"pygments_lexer": "ipython3",
"nbconvert_exporter": "python",
"file_extension": ".py"
},
"gist": {
"id": "",
"data": {
"description": "Spiral.ipynb",
"public": true
}
}
},
"nbformat": 4,
"nbformat_minor": 4
}
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