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July 11, 2021 14:41
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3D Plot.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/Graphs4Sci/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>Visualization for Science</h1>\n<h1>3D Plot</h1>\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": "import numpy as np\n\nimport matplotlib.pyplot as plt\nfrom mpl_toolkits.mplot3d import Axes3D\n\n%matplotlib inline", | |
"execution_count": 1, | |
"outputs": [] | |
}, | |
{ | |
"metadata": {}, | |
"cell_type": "markdown", | |
"source": "## Generate some fake data" | |
}, | |
{ | |
"metadata": { | |
"trusted": true | |
}, | |
"cell_type": "code", | |
"source": "t_max = 4 # signal duration (seconds)\nsample_freq = 250 # points per second\nN = t_max*sample_freq\nt = np.linspace(0, t_max, N)\namp = np.array([1, .3, .1])\nfreq = np.array([1, 2, 10])", | |
"execution_count": 2, | |
"outputs": [] | |
}, | |
{ | |
"metadata": {}, | |
"cell_type": "markdown", | |
"source": "Combine all the components into the total signal" | |
}, | |
{ | |
"metadata": { | |
"trusted": true | |
}, | |
"cell_type": "code", | |
"source": "total = np.zeros(1000)\ncomponents = []\n\nn_freq = len(freq)\n\nfor i in range(n_freq):\n current = amp[i]*np.cos(2*np.pi*freq[i]*t)\n total += current\n \n components.append(current)", | |
"execution_count": 3, | |
"outputs": [] | |
}, | |
{ | |
"metadata": {}, | |
"cell_type": "markdown", | |
"source": "Get the color cycle" | |
}, | |
{ | |
"metadata": { | |
"trusted": true | |
}, | |
"cell_type": "code", | |
"source": "colors = plt.rcParams['axes.prop_cycle'].by_key()['color']", | |
"execution_count": 4, | |
"outputs": [] | |
}, | |
{ | |
"metadata": {}, | |
"cell_type": "markdown", | |
"source": "Vizualize in 3D" | |
}, | |
{ | |
"metadata": { | |
"trusted": true | |
}, | |
"cell_type": "code", | |
"source": "fig = plt.figure(figsize=(16, 16))\nax = fig.add_subplot(111, projection='3d')\nax.set_xlabel(\"\\n\\nTime (s)\", fontsize=24)\nax.set_ylabel(\"\\n\\nFrequency (Hz)\", fontsize=24)\nax.set_zlabel(\"\\n\\nAmplitude\", fontsize=24)\n\nn_freq = np.max(freq)+2\nx = np.linspace(0, 4, 1000)\ny = np.ones(x.size)\n\n# Plot the total signal\nax.plot(x, y*n_freq, total, linewidth=3, color=colors[1])\n\n# Plot the amplitudes\nz = np.zeros(n_freq*100)\nz[freq*100] = amp\n\nax.plot(np.zeros(n_freq*100), np.linspace(0, n_freq, n_freq*100), z, linewidth=3, color=colors[3])\n\n# Plot the components\ny = np.ones(1000)\nfor i in range(0, len(components)):\n ax.plot(x, y*freq[i], components[i], linewidth=1.5, color=colors[0])\n\nplt.setp(ax.get_xticklabels(), fontsize=18) \nplt.setp(ax.get_yticklabels(), fontsize=18) \nplt.setp(ax.get_zticklabels(), fontsize=18) \n\nax.set_yticks(freq)\nax.set_yticklabels(freq)\nax.set_xlim(0, t_max)\nax.set_ylim(0, n_freq)", | |
"execution_count": 5, | |
"outputs": [ | |
{ | |
"output_type": "execute_result", | |
"execution_count": 5, | |
"data": { | |
"text/plain": "(0.0, 12.0)" | |
}, | |
"metadata": {} | |
}, | |
{ | |
"output_type": "display_data", | |
"data": { | |
"text/plain": "<Figure size 1152x1152 with 1 Axes>", | |
"image/png": 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\n" 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}, | |
"metadata": { | |
"needs_background": "light" | |
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}, | |
{ | |
"metadata": {}, | |
"cell_type": "markdown", | |
"source": "<div style=\"width: 100%; overflow: hidden;\">\n <img src=\"https://raw.githubusercontent.com/DataForScience/Graphs4Sci/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" | |
}, | |
"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" | |
}, | |
"toc": { | |
"base_numbering": 1, | |
"nav_menu": {}, | |
"number_sections": true, | |
"sideBar": true, | |
"skip_h1_title": true, | |
"title_cell": "Table of Contents", | |
"title_sidebar": "Contents", | |
"toc_cell": false, | |
"toc_position": {}, | |
"toc_section_display": true, | |
"toc_window_display": false | |
}, | |
"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" | |
] | |
}, | |
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