Show results

test.ipynb

@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 75,
    "id": "a4654478",
    "metadata": {},
    "outputs": [
@@ -12,13 +12,13 @@
      "text": [
       "<>:5: SyntaxWarning: invalid escape sequence '\\s'\n",
       "<>:5: SyntaxWarning: invalid escape sequence '\\s'\n",
-      "C:\\Users\\fanof\\AppData\\Local\\Temp\\ipykernel_21748\\2205711897.py:5: SyntaxWarning: invalid escape sequence '\\s'\n",
-      "  data = pd.read_csv('test.csv', sep='\\s+', header=None)\n"
+      "C:\\Users\\fanof\\AppData\\Local\\Temp\\ipykernel_21748\\3739615411.py:5: SyntaxWarning: invalid escape sequence '\\s'\n",
+      "  data = pd.read_csv('result.dat', sep='\\s+', header=None)\n"
      ]
     },
     {
      "data": {
-      "image/png": "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 truncated
+      "image/png": "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 truncated
       "text/plain": [
        "<Figure size 1500x1000 with 6 Axes>"
       ]
@@ -28,7 +28,7 @@
     },
     {
      "data": {
-      "image/png": "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 truncated
+      "image/png": "iVBORw0KGgoAAAANSUhEUgAAB8QAAAGFCAYAAACL7kmVAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjguMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/H5lhTAAAACXBIWXMAAA9hAAAPYQGoP6dpAAEAAElEQVR4nOy9eZxcVZ33/7lV1VWdpTsL2UlMwr7JjkxYxIUB0XHEGVEZFGEUZxhwY2TGzOMPUGYM47g+gwPCMwg+DiI6insUEfBxCAKBKCABAmRPZyFJdzrpru3e3x9V99atTlfVOd9z7qnuyuf9evVLSVf1ufupOp/v5/P1giAIQAghhBBCCCGEEEIIIYQQQgghhHQYqXZvACGEEEIIIYQQQgghhBBCCCGEEJIEFMQJIYQQQgghhBBCCCGEEEIIIYR0JBTECSGEEEIIIYQQQgghhBBCCCGEdCQUxAkhhBBCCCGEEEIIIYQQQgghhHQkFMQJIYQQQgghhBBCCCGEEEIIIYR0JBTECSGEEEIIIYQQQgghhBBCCCGEdCQUxAkhhBBCCCGEEEIIIYQQQgghhHQkmXZvQCfg+z42b96Mnp4eeJ7X7s0hhBAtgiDAnj17MG/ePKRSrJNKCs4VhJDxDOcKN3CuIISMZzhXuIFzBSFkvMP5wg2cLwgh45kk5goK4hbYvHkzFixY0O7NIIQQIzZs2ID58+e3ezM6Fs4VhJBOgHNFsnCuIIR0ApwrkoVzBSGkU+B8kSycLwghnYDNuYKCuAV6enoAVE5Mb29vm7eGEEL0GBgYwIIFC6JnGUkGzhWEkPEM5wo3cK4ghIxnOFe4gXMFIWS8w/nCDZwvCCHjmSTmCgriFggjR3p7ezm5EELGLYxPShbOFYSQToBzRbJwriCEdAKcK5KFcwUhpFPgfJEsnC8IIZ2AzbmCTToIIYQQQgghxBKbNm3C+973Phx00EGYMGECXvva1+KJJ55o92YRQgghhBBCCCGEHLDQIU4IIYQQQgghFti1axfOPPNMvPGNb8TPf/5zzJw5Ey+++CKmTZvW7k0jhBBCCCGEEEIIOWChQ5wQQghRgI4/QgghrfjXf/1XLFiwAN/4xjfwute9DosXL8Z5552HQw89tN2bRgghhBBCCCGEEHLAQkGcEEIIaUHo+Ovq6sLPf/5z/PGPf8QXv/hFOv4IIYTU8aMf/QinnnoqLrroIsyaNQsnnXQSbr/99oavz+fzGBgYqPshhBBCCCGEEEIIIXZhZDohhBDSgrjjL2Tx4sVt3CJCCCFjkZdffhm33HILrrnmGvzTP/0THn/8cXz0ox9FNpvFBz7wgf1ev2zZMnzmM59pw5YSQgghhBBCCCGEHDjQIU4IIYS0QNfxB9D1RwghByK+7+Pkk0/G5z73OZx00kn48Ic/jCuuuAK33nrrqK9funQp+vv7o58NGzY43mJCCCGEEEIIIYSQzoeCOCGEENKC0PF3+OGH4xe/+AWuvPJKfPSjH8Vdd93V8D3Lli3DlClTop8FCxY43GJCCCHtYO7cuTjmmGPq/u3oo4/G+vXrR319LpdDb29v3Q8hhBBCCCGEEEIIsQsFcUIIIaQFuo4/gK4/Qgg5EDnzzDPx/PPP1/3bCy+8gIULF7ZpiwghhBBCCCGEEELIuBLEf/Ob3+Dtb3875s2bB8/zcN9999X9PggCXHfddZg7dy4mTJiAc889Fy+++GLLv/u1r30NixYtQnd3N04//XQ89thjCe0BIYSQ8Yiu4w+g648QQg5EPvGJT+DRRx/F5z73OaxZswZ33303brvtNlx11VXt3jRCCCGEEEIIIYSQA5ZxJYjv3bsXJ5xwAr72ta+N+vvPf/7z+N//+3/j1ltvxe9+9ztMmjQJ559/PoaHhxv+ze985zu45pprcP311+PJJ5/ECSecgPPPPx/btm1LajcIIYSMM+j4I4QQosJpp52GH/zgB/j2t7+N4447DjfeeCO+8pWv4JJLLmn3phFCCCGEEEIIIYQcsGTavQE6XHDBBbjgggtG/V0QBPjKV76CT3/603jHO94BAPjmN7+J2bNn47777sN73/veUd/3pS99CVdccQUuv/xyAMCtt96Kn/70p7jjjjvwqU99KpkdaUEQBOgbGMac3m54npf4ePlSGQNDJczsySU+FgD0DxWRTnmYnHNz+W3fk8eUCV3IZpKv/wiCAFv6hzF3irtz1z9UxKye7sTHAoCB4SKCAJgyocvJeK8O5jG5O4NcJp34WEEQYOtAHrN7c07OXdkP8OpgHrN63Zw7YsYnPvEJnHHGGfjc5z6Hd7/73Xjsscdw22234bbbbmv3pnUkw8UyNu0eQndXGvMcPU+DIHAyDiGk8/mzP/sz/Nmf/Vm7N8M5e/Ml7NpXQBAAXekUZkzOIpNO5vN3seyjr38Yw8UyykGAKRO6cNCkXGKf9wslH7uHCtiXL6Mrk0JvdwaTc5nE5o0gCLAnX0KpHCDteeidkNxYAOD7AfIlH4WSj4m5NLoSOm8hZT/A4HAJXgrozqQT/Z4WBAGGiz72FkrVY9mFdCrZY7knX0K+WEYuk0ZPdwapBMcrlX3sGS6h5AfIdaXQk+B1SQghhBAiYfuePLq7UujpdrOeTAghjRhXgngzXnnlFfT19eHcc8+N/m3KlCk4/fTTsWLFilEF8UKhgJUrV2Lp0qXRv6VSKZx77rlYsWJFw7Hy+Tzy+Xz03wMDA5b2osL1P3oW31yxDh9502H4+/OOtPq3R1L2A/zlLY/gj5sH8J+XnYY3Hjkr0fE27tqHt371/yGV8vCzj56NeVMnJDreQ89vw+V3Po7XHjwFP/i7MxNd/ACAz//iedzy0Eu44uzF+F9vO6b1GwwIggCX3P47PLVhN26++CRc8Nq5iY63bc8wLvjK/0M5CPD9K8/AITMnJzreY6/sxMW3P4pDZkzCTz96duIFDbc+/DL+dflqXHTKfPzbRSckOhYAXPHNJ/Dr1dvw+b88Hu8+bUHi4xEzQsff0qVL8dnPfhaLFy9uq+PP9wM8v3UPBoaKWHjQJMyZkkxhRRAE+Pkzffi/K9bhDxt3o+gHOHpOD951yny857TXWL8v12wbxFd+9QJ++exWFMo+AGDelG5cfuZiXHbmIusL9Gt37MUtD72EXz+/DTsG85g5OYc3HTULf3vOoVg0Y5LVsQBg974C7nl8A3738qsYzJew6KBJuPCkg3HGoQclsni9a28BP3hqE36/cTf8ADh2Xi/+4uSDEyuier5vD364ahNe3DaIXCaFUxdOw1+eMj+RL71lP8BP/rAZv/zjVvT1D+OgSVmcc+RM/MVJ8zEha7+Iqn9fEf/12Dr8z5od2L2viAXTJuJtx8/FBcfNSUTwe3n7IL792Ho8tX43CmUfR87uwXtOW4BTF023PhbpPAaGi/g//+8VPPzCdmzaNYS9+RImZNM4eOoEnHHoQfibcw7F9ElZK2Nt3j2Er/zqBTz4/HZs35Ov+1065eHwWZPx7lMX4LIzFhmLgkEQ4DuPb8B//W49nt3cDz+o/73nAcfNm4L3/8lCXHTqfOPnatkP8I3/eQXfW7kRa7YNojRiwBmTs3j94TPxiT89AgumTzQaC6jM7d9+fD2++8RGrO4bwHDRj37X3ZXCMXN7cfHrXoN3nWK+b0ClqOCO376CH/9hM17cOoh8qTbejMk5nL54Oq5+02E4eq6dli87BvO4+ddr8ODz27Bx1xDK1ePpecC8KRNwzpEz8dE3HW7tM80Ta3fi1odfwsp1u7BrXzH6d88DFh00CecdMxtXv+kwK3NUEAS494kNuOfxDXhuS/25S6c8HDm7B+886WD89VmLrXwfHSqUcctDa/CzZ/qwdsfeumtzYjaNE+ZPxQfPWoxzj5ltPBYhhBBCiAm3PPQSPv+L1ZiUzeCuvz4Npyzkd1pCSPvoGEG8r68PADB7dv2XvtmzZ0e/G8mOHTtQLpdHfc/q1asbjrVs2TJ85jOfMdzi0dlXKOGbK9YBAG5+cA0+fu4RiYq4T6zdiWc2VQT9ux5Zm7ggft9TmzAwXAIA/HDVZlz5hkMTHe+O/1mLIAD+sLEfT67fhdMSXEguln3c9puXAQC3/79X8PfnHYnuruSczc9uHsAT63YBAO74n1cSF8R/+octeHVvAQDwvZUb8Q9vOSrR8e5asRZlP8CL2wbxPy/tSPTaDIIA//HQGgDAd1duxKffdgymTEyuavHl7YP49epKW4Y7/ucVCuLjhLHg+AuCAN99YiO+eP/z2DpQEx7OOPQgfPYdx+KwWT3WxtpXKOGj334Kv3quvoXI7zf24/cb+/G9lRtx+wdOtSau/uj3m/EP3/t9tIg8OZdBvlTG5v5h/MvPnsMv/9iH/7zsNPRaEle/8/h6/H/3PRsJ7wCwbU8e9zy+AT94ahP+7aIT8OcnzLMyFgAsf6YP137v99hTnQMB4PG1u/DdlRtx/rGz8cV3n2g1OeV7Kzfihh89i8F8bbwf/34zvnz/C7jhz4/Fxa97jbWxCiUf//LTP+Kbj65DENOLfvKHLfj3X6/BV957Is4+fKa18Tbs3Ie/+b8r8cct9QWJv/zjVnz94ZfxH5ecjOMOnmJtvF+v3opPfOf36B+qCSrPbh7A8mf7cMrCabjlkpOtpX0EQYCvPbgGX/7Vi5FYBFQ+x3x35Ua897QFuPHC4xJ3b5LxSxAEuOyOx/Dk+t11/z5ULGPn3gKe3tSPB5/fhp9+9Gzj6yhfKuPi2x/Fulf3Rf+WzaSQ9jwUyz5KfoDVfXvw2Z/8EYWyj789x+xz/7cf24B/+sHTdWNNyqbheR4Ghooo+QGe3tSPf/jvPyCbSeHCkw42Gu/OR9bin3/6XPTfngdM7EqjWA5QKPvYMVjA95/ahMfX7cSv//4Nxsfz1t+8hM8vf37U3w0XfTy5fjeeXL8bQQArnx3/+Sd/xF3V750j2TGYx0+f3oKHX9iO+695PeZOMStiLpV9/NXLine truncated
       "text/plain": [
        "<Figure size 2000x400 with 5 Axes>"
       ]