diff --git a/functions/Zeitreihenvisualisierung.ipynb b/functions/Zeitreihenvisualisierung.ipynb new file mode 100644 index 0000000..f51e563 --- /dev/null +++ b/functions/Zeitreihenvisualisierung.ipynb @@ -0,0 +1,89 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [], + "source": [ + "%matplotlib qt\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "\n", + "n = 10000\n", + "\n", + "t = np.linspace(0,200*np.pi,n)\n", + "omega = 2\n", + "f_t = np.sin(omega*t)*np.cos(50/n*t)\n", + "\n", + "dt_max = 100\n", + "x_s = np.full([dt_max,],np.NaN)\n", + "y_s = np.full([dt_max,],np.NaN)\n", + "\n", + "# fig_ref = plt.figure()\n", + "# ax_ref = fig_ref.add_subplot(111)\n", + "# line_obj_ref = ax_ref.plot(t,f_t, marker='.')\n", + "# plt.show(block=False)\n", + "# plt.pause(3)\n", + "# plt.close(fig_ref)\n", + "\n", + "fig = plt.figure()\n", + "ax1 = fig.add_subplot(211)\n", + "ax2 = fig.add_subplot(212)\n", + "ax1.set_xlim([0,t[100+50]])\n", + "ax1.set_ylim([-1.05,1.05])\n", + "ax2.set_xlim([t[0],t[100+50]])\n", + "ax2.set_ylim([-1.05,1.05])\n", + "line_obj1, = ax1.plot(0,0, marker='.')\n", + "line_obj2, = ax2.plot(0,0, marker='.')\n", + "plt.show(block=False)\n", + "plt.pause(0.01)\n", + "\n", + "for i in range(n):\n", + " if i <= dt_max:\n", + " x_s[:i] = t[:i]\n", + " y_s[:i] = f_t[:i]\n", + " else:\n", + " x_s = t[i-dt_max:i]\n", + " y_s = f_t[i-dt_max:i]\n", + " ax1.set_xlim([t[i-dt_max],t[i]+t[50]])\n", + " ax2.set_xlim([t[0],t[i]+(t[i]-t[0])/2])\n", + " \n", + " line_obj1.set_xdata(x_s)\n", + " line_obj1.set_ydata(y_s)\n", + " line_obj2.set_xdata(t[:i])\n", + " line_obj2.set_ydata(f_t[:i])\n", + " ax1.set_title(str(i))\n", + " fig.canvas.draw()\n", + " plt.pause(0.001)\n", + "\n", + " \n" + ] + } + ], + "metadata": { + "interpreter": { + "hash": "84fb123bdc47ab647d3782661abcbe80fbb79236dd2f8adf4cef30e8755eb2cd" + }, + "kernelspec": { + "display_name": "Python 3.8.13 ('Georg_DT_Slot3')", + "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": "3.8.13" + }, + "orig_nbformat": 4 + }, + "nbformat": 4, + "nbformat_minor": 2 +}