11447 lines
607 KiB
Plaintext
11447 lines
607 KiB
Plaintext
{
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}
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},
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"source": [
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"from data import load_raw_data, interpolate_experiments\n",
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"from sklearn.model_selection import train_test_split\n",
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"import pandas as pd\n",
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"import os"
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],
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"outputs": [],
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},
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{
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"df_metadata, sliced_experiments = load_raw_data()\n",
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"df_metadata = df_metadata.reset_index(drop=True)\n",
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"df_metadata"
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],
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" strain replica phase objective substrate laser_power[%] grating \\\n",
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"0 A390 1.0 liquid 50 alu 100 1800 \n",
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"1 A390 1.0 liquid 50 alu 100 1800 \n",
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"3 A390 1.0 liquid 50 alu 100 1800 \n",
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"4 A390 1.0 liquid 50 alu 100 1800 \n",
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".. ... ... ... ... ... ... ... \n",
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"700 F113 2.0 solid 50 alu 100 1800 \n",
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"701 F113 2.0 solid 50 alu 100 1800 \n",
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"702 F113 2.0 solid 50 alu 100 1800 \n",
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"703 F113 2.0 solid 50 alu 100 1800 \n",
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"704 F113 2.0 solid 50 alu 100 1800 \n",
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"\n",
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" exposition[sec] confocalhigh accumulations \n",
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"0 20 True 2 \n",
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"1 20 True 2 \n",
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"2 20 True 2 \n",
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"700 20 True 2 \n",
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||
"701 20 True 2 \n",
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"702 20 True 2 \n",
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"703 20 True 2 \n",
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"704 20 True 2 \n",
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||
]
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||
},
|
||
{
|
||
"data": {
|
||
"text/plain": [
|
||
"[ #Intensity\n",
|
||
" 181 15196.588457\n",
|
||
" 182 15238.392893\n",
|
||
" 183 15260.348015\n",
|
||
" 184 15217.462044\n",
|
||
" 185 15151.631602\n",
|
||
" ... ...\n",
|
||
" 1922 34619.811769\n",
|
||
" 1923 34739.902572\n",
|
||
" 1924 34481.281361\n",
|
||
" 1925 34600.945806\n",
|
||
" 1926 34924.482502\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 11541.323730\n",
|
||
" 182 11514.042480\n",
|
||
" 183 11496.918280\n",
|
||
" 184 11512.973779\n",
|
||
" 185 11497.515892\n",
|
||
" ... ...\n",
|
||
" 1922 23259.160077\n",
|
||
" 1923 23452.001384\n",
|
||
" 1924 23237.842294\n",
|
||
" 1925 23289.105272\n",
|
||
" 1926 23490.181875\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 14841.336497\n",
|
||
" 182 14791.788614\n",
|
||
" 183 14735.185229\n",
|
||
" 184 14655.533872\n",
|
||
" 185 14589.036222\n",
|
||
" ... ...\n",
|
||
" 1922 27759.794667\n",
|
||
" 1923 27701.766984\n",
|
||
" 1924 27707.542236\n",
|
||
" 1925 27766.287448\n",
|
||
" 1926 27838.199140\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 12962.544993\n",
|
||
" 182 12888.778360\n",
|
||
" 183 12819.365812\n",
|
||
" 184 12764.176613\n",
|
||
" 185 12737.702642\n",
|
||
" ... ...\n",
|
||
" 1922 24519.211765\n",
|
||
" 1923 24573.630709\n",
|
||
" 1924 24534.071366\n",
|
||
" 1925 24543.687146\n",
|
||
" 1926 24582.879296\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 11218.268657\n",
|
||
" 182 11174.286298\n",
|
||
" 183 11138.891151\n",
|
||
" 184 11131.547559\n",
|
||
" 185 11115.027596\n",
|
||
" ... ...\n",
|
||
" 1922 21569.532670\n",
|
||
" 1923 21603.756959\n",
|
||
" 1924 21496.946353\n",
|
||
" 1925 21603.877186\n",
|
||
" 1926 21826.919220\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 13797.517019\n",
|
||
" 182 13699.189902\n",
|
||
" 183 13624.446367\n",
|
||
" 184 13626.742532\n",
|
||
" 185 13609.690867\n",
|
||
" ... ...\n",
|
||
" 1922 25599.870205\n",
|
||
" 1923 25666.872646\n",
|
||
" 1924 25828.025424\n",
|
||
" 1925 25977.235900\n",
|
||
" 1926 26088.341561\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 9500.903430\n",
|
||
" 182 9395.398390\n",
|
||
" 183 9327.081873\n",
|
||
" 184 9380.247863\n",
|
||
" 185 9372.983056\n",
|
||
" ... ...\n",
|
||
" 1922 17762.395943\n",
|
||
" 1923 17729.292606\n",
|
||
" 1924 17631.368364\n",
|
||
" 1925 17719.442114\n",
|
||
" 1926 17908.803279\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 9737.872920\n",
|
||
" 182 9689.048324\n",
|
||
" 183 9644.117090\n",
|
||
" 184 9611.904176\n",
|
||
" 185 9580.085679\n",
|
||
" ... ...\n",
|
||
" 1922 17024.965060\n",
|
||
" 1923 17124.649955\n",
|
||
" 1924 17120.660056\n",
|
||
" 1925 17098.382555\n",
|
||
" 1926 17060.351796\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 9199.072282\n",
|
||
" 182 9192.839419\n",
|
||
" 183 9170.494344\n",
|
||
" 184 9095.516044\n",
|
||
" 185 9031.298566\n",
|
||
" ... ...\n",
|
||
" 1922 16020.668347\n",
|
||
" 1923 16034.688033\n",
|
||
" 1924 16045.178564\n",
|
||
" 1925 16092.876008\n",
|
||
" 1926 16147.318945\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 9137.087615\n",
|
||
" 182 9078.193966\n",
|
||
" 183 9020.844001\n",
|
||
" 184 8968.536739\n",
|
||
" 185 8928.190135\n",
|
||
" ... ...\n",
|
||
" 1922 15542.194813\n",
|
||
" 1923 15555.297180\n",
|
||
" 1924 15536.474579\n",
|
||
" 1925 15569.354706\n",
|
||
" 1926 15617.797227\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 6145.054156\n",
|
||
" 182 6165.116404\n",
|
||
" 183 6169.544779\n",
|
||
" 184 6122.902501\n",
|
||
" 185 6085.828147\n",
|
||
" ... ...\n",
|
||
" 1922 11035.333397\n",
|
||
" 1923 10968.079272\n",
|
||
" 1924 11095.937226\n",
|
||
" 1925 11083.206052\n",
|
||
" 1926 10984.066406\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 8894.198163\n",
|
||
" 182 8901.924978\n",
|
||
" 183 8894.795759\n",
|
||
" 184 8839.136833\n",
|
||
" 185 8780.877258\n",
|
||
" ... ...\n",
|
||
" 1922 15173.260687\n",
|
||
" 1923 15153.206559\n",
|
||
" 1924 15049.716659\n",
|
||
" 1925 15105.108062\n",
|
||
" 1926 15250.442617\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 8829.150525\n",
|
||
" 182 8758.889940\n",
|
||
" 183 8703.307294\n",
|
||
" 184 8695.672582\n",
|
||
" 185 8685.443706\n",
|
||
" ... ...\n",
|
||
" 1922 14332.405612\n",
|
||
" 1923 14377.801442\n",
|
||
" 1924 14403.740836\n",
|
||
" 1925 14359.691425\n",
|
||
" 1926 14271.861800\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 7178.607067\n",
|
||
" 182 7232.783983\n",
|
||
" 183 7253.352016\n",
|
||
" 184 7164.131032\n",
|
||
" 185 7100.628705\n",
|
||
" ... ...\n",
|
||
" 1922 11843.338965\n",
|
||
" 1923 11811.407967\n",
|
||
" 1924 11831.782967\n",
|
||
" 1925 11845.856863\n",
|
||
" 1926 11848.067542\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 6143.837135\n",
|
||
" 182 6201.889554\n",
|
||
" 183 6225.708811\n",
|
||
" 184 6137.699734\n",
|
||
" 185 6076.007874\n",
|
||
" ... ...\n",
|
||
" 1922 10207.088285\n",
|
||
" 1923 10158.871636\n",
|
||
" 1924 10083.966332\n",
|
||
" 1925 10123.178132\n",
|
||
" 1926 10231.898635\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 10073.133750\n",
|
||
" 182 10096.997157\n",
|
||
" 183 10095.374439\n",
|
||
" 184 10010.497048\n",
|
||
" 185 9932.389724\n",
|
||
" ... ...\n",
|
||
" 1922 15416.241294\n",
|
||
" 1923 15427.569023\n",
|
||
" 1924 15279.197179\n",
|
||
" 1925 15328.791919\n",
|
||
" 1926 15491.223987\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 8301.595537\n",
|
||
" 182 8279.259348\n",
|
||
" 183 8240.649036\n",
|
||
" 184 8148.876590\n",
|
||
" 185 8083.420983\n",
|
||
" ... ...\n",
|
||
" 1922 12698.602092\n",
|
||
" 1923 12745.528900\n",
|
||
" 1924 12735.734077\n",
|
||
" 1925 12759.987996\n",
|
||
" 1926 12792.902776\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 8492.640137\n",
|
||
" 182 8590.296387\n",
|
||
" 183 8655.297094\n",
|
||
" 184 8613.623031\n",
|
||
" 185 8555.587155\n",
|
||
" ... ...\n",
|
||
" 1922 13423.558228\n",
|
||
" 1923 13446.976210\n",
|
||
" 1924 13374.597422\n",
|
||
" 1925 13452.279611\n",
|
||
" 1926 13608.855780\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 9812.038102\n",
|
||
" 182 9766.555239\n",
|
||
" 183 9716.833528\n",
|
||
" 184 9653.264915\n",
|
||
" 185 9592.480136\n",
|
||
" ... ...\n",
|
||
" 1922 14884.632169\n",
|
||
" 1923 14855.938156\n",
|
||
" 1924 14978.046111\n",
|
||
" 1925 15034.602855\n",
|
||
" 1926 15035.317227\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 10147.072778\n",
|
||
" 182 9977.660983\n",
|
||
" 183 9839.941393\n",
|
||
" 184 9805.749670\n",
|
||
" 185 9761.580077\n",
|
||
" ... ...\n",
|
||
" 1922 14533.548047\n",
|
||
" 1923 14592.073792\n",
|
||
" 1924 14646.246140\n",
|
||
" 1925 14671.424955\n",
|
||
" 1926 14674.249921\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 9562.504347\n",
|
||
" 182 9544.984186\n",
|
||
" 183 9509.783964\n",
|
||
" 184 9416.828874\n",
|
||
" 185 9350.190397\n",
|
||
" ... ...\n",
|
||
" 1922 13981.371647\n",
|
||
" 1923 13872.245264\n",
|
||
" 1924 13866.778724\n",
|
||
" 1925 13950.222968\n",
|
||
" 1926 14072.029141\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 8353.312792\n",
|
||
" 182 8368.973578\n",
|
||
" 183 8369.624469\n",
|
||
" 184 8321.243040\n",
|
||
" 185 8257.895183\n",
|
||
" ... ...\n",
|
||
" 1922 12488.254015\n",
|
||
" 1923 12418.294393\n",
|
||
" 1924 12273.700327\n",
|
||
" 1925 12315.092824\n",
|
||
" 1926 12467.393087\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 6373.140976\n",
|
||
" 182 6413.225401\n",
|
||
" 183 6416.255066\n",
|
||
" 184 6298.239180\n",
|
||
" 185 6238.251482\n",
|
||
" ... ...\n",
|
||
" 1922 9925.207265\n",
|
||
" 1923 9977.497268\n",
|
||
" 1924 9964.199920\n",
|
||
" 1925 9986.212068\n",
|
||
" 1926 10022.705471\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 8765.868306\n",
|
||
" 182 8755.585040\n",
|
||
" 183 8729.031684\n",
|
||
" 184 8649.329368\n",
|
||
" 185 8584.775460\n",
|
||
" ... ...\n",
|
||
" 1922 13001.207320\n",
|
||
" 1923 13020.540628\n",
|
||
" 1924 12927.213608\n",
|
||
" 1925 12944.214951\n",
|
||
" 1926 13018.686444\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 8181.690564\n",
|
||
" 182 8175.336229\n",
|
||
" 183 8145.518533\n",
|
||
" 184 8039.053858\n",
|
||
" 185 7961.496945\n",
|
||
" ... ...\n",
|
||
" 1922 12370.491355\n",
|
||
" 1923 12296.094409\n",
|
||
" 1924 12316.533802\n",
|
||
" 1925 12349.589500\n",
|
||
" 1926 12385.632734\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 7991.522343\n",
|
||
" 182 7907.831314\n",
|
||
" 183 7844.757200\n",
|
||
" 184 7849.031670\n",
|
||
" 185 7841.937183\n",
|
||
" ... ...\n",
|
||
" 1922 11183.674441\n",
|
||
" 1923 11191.079200\n",
|
||
" 1924 11308.521119\n",
|
||
" 1925 11296.090891\n",
|
||
" 1926 11196.005856\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 9251.985139\n",
|
||
" 182 9223.097538\n",
|
||
" 183 9200.456259\n",
|
||
" 184 9198.219629\n",
|
||
" 185 9163.669322\n",
|
||
" ... ...\n",
|
||
" 1922 13384.594164\n",
|
||
" 1923 13340.255746\n",
|
||
" 1924 13288.755114\n",
|
||
" 1925 13361.466763\n",
|
||
" 1926 13498.873008\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 10096.986329\n",
|
||
" 182 10086.861328\n",
|
||
" 183 10050.456383\n",
|
||
" 184 9928.203615\n",
|
||
" 185 9845.627726\n",
|
||
" ... ...\n",
|
||
" 1922 13867.200117\n",
|
||
" 1923 13983.292621\n",
|
||
" 1924 13813.836181\n",
|
||
" 1925 13793.785766\n",
|
||
" 1926 13860.126366\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 11805.654384\n",
|
||
" 182 11776.404888\n",
|
||
" 183 11735.102049\n",
|
||
" 184 11654.424961\n",
|
||
" 185 11597.871824\n",
|
||
" ... ...\n",
|
||
" 1922 15984.366345\n",
|
||
" 1923 16120.218554\n",
|
||
" 1924 15850.763377\n",
|
||
" 1925 15827.799528\n",
|
||
" 1926 15954.341484\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 9702.360052\n",
|
||
" 182 9724.846948\n",
|
||
" 183 9726.382821\n",
|
||
" 184 9659.478688\n",
|
||
" 185 9591.767478\n",
|
||
" ... ...\n",
|
||
" 1922 14312.556456\n",
|
||
" 1923 14329.040168\n",
|
||
" 1924 14310.054056\n",
|
||
" 1925 14299.891319\n",
|
||
" 1926 14288.552343\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 9062.258149\n",
|
||
" 182 9064.006637\n",
|
||
" 183 9063.591886\n",
|
||
" 184 9051.996024\n",
|
||
" 185 9026.939491\n",
|
||
" ... ...\n",
|
||
" 1922 15010.605538\n",
|
||
" 1923 15017.176423\n",
|
||
" 1924 14967.006179\n",
|
||
" 1925 15021.553385\n",
|
||
" 1926 15163.552753\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 6973.791433\n",
|
||
" 182 6954.628882\n",
|
||
" 183 6932.324442\n",
|
||
" 184 6893.780549\n",
|
||
" 185 6854.930188\n",
|
||
" ... ...\n",
|
||
" 1922 11493.754252\n",
|
||
" 1923 11587.649431\n",
|
||
" 1924 11524.503776\n",
|
||
" 1925 11522.792132\n",
|
||
" 1926 11572.385566\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 6413.500129\n",
|
||
" 182 6433.594635\n",
|
||
" 183 6436.168381\n",
|
||
" 184 6348.182766\n",
|
||
" 185 6289.224067\n",
|
||
" ... ...\n",
|
||
" 1922 10315.270892\n",
|
||
" 1923 10385.382531\n",
|
||
" 1924 10302.254530\n",
|
||
" 1925 10291.359914\n",
|
||
" 1926 10340.789207\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 6090.062856\n",
|
||
" 182 6103.453733\n",
|
||
" 183 6110.681383\n",
|
||
" 184 6086.053231\n",
|
||
" 185 6063.539752\n",
|
||
" ... ...\n",
|
||
" 1922 9748.502851\n",
|
||
" 1923 9765.762924\n",
|
||
" 1924 9725.327864\n",
|
||
" 1925 9744.639213\n",
|
||
" 1926 9813.846284\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 5923.591866\n",
|
||
" 182 5989.617320\n",
|
||
" 183 6032.074690\n",
|
||
" 184 5952.715966\n",
|
||
" 185 5898.453102\n",
|
||
" ... ...\n",
|
||
" 1922 9510.275174\n",
|
||
" 1923 9394.603593\n",
|
||
" 1924 9410.458575\n",
|
||
" 1925 9470.169013\n",
|
||
" 1926 9566.504240\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 5552.502854\n",
|
||
" 182 5561.163892\n",
|
||
" 183 5561.172410\n",
|
||
" 184 5516.458740\n",
|
||
" 185 5471.891552\n",
|
||
" ... ...\n",
|
||
" 1922 8470.514303\n",
|
||
" 1923 8439.335299\n",
|
||
" 1924 8398.724325\n",
|
||
" 1925 8453.729886\n",
|
||
" 1926 8588.587210\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 4481.093592\n",
|
||
" 182 4491.626354\n",
|
||
" 183 4495.237918\n",
|
||
" 184 4463.075962\n",
|
||
" 185 4431.515559\n",
|
||
" ... ...\n",
|
||
" 1922 6907.094830\n",
|
||
" 1923 6899.207871\n",
|
||
" 1924 6836.482456\n",
|
||
" 1925 6840.885156\n",
|
||
" 1926 6901.348225\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 3778.243732\n",
|
||
" 182 3796.690683\n",
|
||
" 183 3805.730130\n",
|
||
" 184 3766.145117\n",
|
||
" 185 3734.873626\n",
|
||
" ... ...\n",
|
||
" 1922 5978.312298\n",
|
||
" 1923 5919.357519\n",
|
||
" 1924 5848.155433\n",
|
||
" 1925 5842.365524\n",
|
||
" 1926 5891.202960\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 3665.011590\n",
|
||
" 182 3635.456273\n",
|
||
" 183 3605.677536\n",
|
||
" 184 3574.744012\n",
|
||
" 185 3549.856445\n",
|
||
" ... ...\n",
|
||
" 1922 5527.717428\n",
|
||
" 1923 5541.153450\n",
|
||
" 1924 5485.550671\n",
|
||
" 1925 5502.776271\n",
|
||
" 1926 5580.822673\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 3553.386985\n",
|
||
" 182 3543.813649\n",
|
||
" 183 3534.995309\n",
|
||
" 184 3530.079316\n",
|
||
" 185 3526.221403\n",
|
||
" ... ...\n",
|
||
" 1922 5439.653651\n",
|
||
" 1923 5461.690807\n",
|
||
" 1924 5437.377123\n",
|
||
" 1925 5486.489571\n",
|
||
" 1926 5596.922020\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 3675.081951\n",
|
||
" 182 3668.855641\n",
|
||
" 183 3657.435079\n",
|
||
" 184 3619.167044\n",
|
||
" 185 3589.061442\n",
|
||
" ... ...\n",
|
||
" 1922 5598.488833\n",
|
||
" 1923 5660.456365\n",
|
||
" 1924 5688.334677\n",
|
||
" 1925 5754.955345\n",
|
||
" 1926 5853.930724\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 3778.538897\n",
|
||
" 182 3786.988241\n",
|
||
" 183 3783.647686\n",
|
||
" 184 3719.368805\n",
|
||
" 185 3671.718483\n",
|
||
" ... ...\n",
|
||
" 1922 5749.793521\n",
|
||
" 1923 5741.197467\n",
|
||
" 1924 5682.491284\n",
|
||
" 1925 5704.012341\n",
|
||
" 1926 5792.533174\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 3684.371084\n",
|
||
" 182 3628.824209\n",
|
||
" 183 3583.000492\n",
|
||
" 184 3587.432758\n",
|
||
" 185 3582.186781\n",
|
||
" ... ...\n",
|
||
" 1922 5576.265018\n",
|
||
" 1923 5631.287710\n",
|
||
" 1924 5554.830579\n",
|
||
" 1925 5534.101732\n",
|
||
" 1926 5559.912970\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 3399.753926\n",
|
||
" 182 3416.156143\n",
|
||
" 183 3423.042191\n",
|
||
" 184 3380.742119\n",
|
||
" 185 3344.335599\n",
|
||
" ... ...\n",
|
||
" 1922 5226.515788\n",
|
||
" 1923 5226.788060\n",
|
||
" 1924 5212.876332\n",
|
||
" 1925 5221.156991\n",
|
||
" 1926 5247.971070\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 3131.833418\n",
|
||
" 182 3141.538560\n",
|
||
" 183 3143.348671\n",
|
||
" 184 3104.351827\n",
|
||
" 185 3074.273489\n",
|
||
" ... ...\n",
|
||
" 1922 4728.444859\n",
|
||
" 1923 4692.556546\n",
|
||
" 1924 4667.097213\n",
|
||
" 1925 4666.097303\n",
|
||
" 1926 4685.524072\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 3471.296498\n",
|
||
" 182 3376.400203\n",
|
||
" 183 3304.956851\n",
|
||
" 184 3354.734472\n",
|
||
" 185 3390.906627\n",
|
||
" ... ...\n",
|
||
" 1922 5035.247080\n",
|
||
" 1923 5060.136068\n",
|
||
" 1924 5026.379130\n",
|
||
" 1925 5023.337178\n",
|
||
" 1926 5045.946079\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 3618.237115\n",
|
||
" 182 3598.673858\n",
|
||
" 183 3573.804978\n",
|
||
" 184 3521.512979\n",
|
||
" 185 3485.245869\n",
|
||
" ... ...\n",
|
||
" 1922 5257.035191\n",
|
||
" 1923 5331.752792\n",
|
||
" 1924 5334.548189\n",
|
||
" 1925 5337.915201\n",
|
||
" 1926 5341.759582\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 3676.144213\n",
|
||
" 182 3680.582217\n",
|
||
" 183 3679.503966\n",
|
||
" 184 3649.913908\n",
|
||
" 185 3622.135514\n",
|
||
" ... ...\n",
|
||
" 1922 5315.315095\n",
|
||
" 1923 5325.196162\n",
|
||
" 1924 5292.517723\n",
|
||
" 1925 5337.812719\n",
|
||
" 1926 5448.225282\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 3583.546907\n",
|
||
" 182 3578.642799\n",
|
||
" 183 3569.734750\n",
|
||
" 184 3540.131573\n",
|
||
" 185 3514.306048\n",
|
||
" ... ...\n",
|
||
" 1922 5279.432173\n",
|
||
" 1923 5270.318780\n",
|
||
" 1924 5186.510765\n",
|
||
" 1925 5176.074536\n",
|
||
" 1926 5226.912920\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 3189.099247\n",
|
||
" 182 3177.482815\n",
|
||
" 183 3167.378183\n",
|
||
" 184 3165.087567\n",
|
||
" 185 3158.713489\n",
|
||
" ... ...\n",
|
||
" 1922 4623.336510\n",
|
||
" 1923 4678.747593\n",
|
||
" 1924 4678.326093\n",
|
||
" 1925 4653.990689\n",
|
||
" 1926 4609.684187\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 3066.873394\n",
|
||
" 182 3046.577779\n",
|
||
" 183 3033.092820\n",
|
||
" 184 3054.810024\n",
|
||
" 185 3063.070047\n",
|
||
" ... ...\n",
|
||
" 1922 4403.451902\n",
|
||
" 1923 4344.607166\n",
|
||
" 1924 4347.271100\n",
|
||
" 1925 4378.975121\n",
|
||
" 1926 4434.931245\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2976.370999\n",
|
||
" 182 2980.725460\n",
|
||
" 183 2978.914541\n",
|
||
" 184 2945.236693\n",
|
||
" 185 2916.243458\n",
|
||
" ... ...\n",
|
||
" 1922 4289.904075\n",
|
||
" 1923 4271.421939\n",
|
||
" 1924 4200.000748\n",
|
||
" 1925 4198.546533\n",
|
||
" 1926 4255.523490\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 3112.702936\n",
|
||
" 182 3137.735446\n",
|
||
" 183 3153.686607\n",
|
||
" 184 3122.699096\n",
|
||
" 185 3102.748083\n",
|
||
" ... ...\n",
|
||
" 1922 4557.507369\n",
|
||
" 1923 4552.334480\n",
|
||
" 1924 4582.152263\n",
|
||
" 1925 4595.485513\n",
|
||
" 1926 4595.052116\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 3257.808341\n",
|
||
" 182 3184.214843\n",
|
||
" 183 3119.691092\n",
|
||
" 184 3102.046038\n",
|
||
" 185 3087.121270\n",
|
||
" ... ...\n",
|
||
" 1922 4614.982081\n",
|
||
" 1923 4676.393227\n",
|
||
" 1924 4719.790771\n",
|
||
" 1925 4696.042260\n",
|
||
" 1926 4616.218396\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 3410.437257\n",
|
||
" 182 3391.515634\n",
|
||
" 183 3367.504931\n",
|
||
" 184 3317.190353\n",
|
||
" 185 3279.573792\n",
|
||
" ... ...\n",
|
||
" 1922 4958.003226\n",
|
||
" 1923 5011.272758\n",
|
||
" 1924 5007.765507\n",
|
||
" 1925 5008.240413\n",
|
||
" 1926 5012.040918\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 3214.485959\n",
|
||
" 182 3185.543419\n",
|
||
" 183 3167.087671\n",
|
||
" 184 3202.834894\n",
|
||
" 185 3224.067771\n",
|
||
" ... ...\n",
|
||
" 1922 4703.267046\n",
|
||
" 1923 4679.179025\n",
|
||
" 1924 4769.526132\n",
|
||
" 1925 4778.535953\n",
|
||
" 1926 4719.618971\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 3093.425539\n",
|
||
" 182 3080.464728\n",
|
||
" 183 3067.933548\n",
|
||
" 184 3057.623004\n",
|
||
" 185 3042.472009\n",
|
||
" ... ...\n",
|
||
" 1922 4372.958994\n",
|
||
" 1923 4368.932284\n",
|
||
" 1924 4441.501647\n",
|
||
" 1925 4433.856403\n",
|
||
" 1926 4359.221933\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 3193.171756\n",
|
||
" 182 3183.555324\n",
|
||
" 183 3169.609308\n",
|
||
" 184 3133.285017\n",
|
||
" 185 3102.552416\n",
|
||
" ... ...\n",
|
||
" 1922 4512.075836\n",
|
||
" 1923 4456.867628\n",
|
||
" 1924 4467.893166\n",
|
||
" 1925 4466.402542\n",
|
||
" 1926 4454.459360\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 3333.200276\n",
|
||
" 182 3303.605392\n",
|
||
" 183 3274.544340\n",
|
||
" 184 3248.242500\n",
|
||
" 185 3227.987105\n",
|
||
" ... ...\n",
|
||
" 1922 4767.720999\n",
|
||
" 1923 4739.507476\n",
|
||
" 1924 4715.097638\n",
|
||
" 1925 4721.411281\n",
|
||
" 1926 4753.382872\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 3421.695476\n",
|
||
" 182 3412.106388\n",
|
||
" 183 3395.699506\n",
|
||
" 184 3344.053571\n",
|
||
" 185 3304.046916\n",
|
||
" ... ...\n",
|
||
" 1922 4754.158050\n",
|
||
" 1923 4699.103052\n",
|
||
" 1924 4812.405394\n",
|
||
" 1925 4862.611372\n",
|
||
" 1926 4860.123999\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 9062.258149\n",
|
||
" 182 9064.006637\n",
|
||
" 183 9063.591886\n",
|
||
" 184 9051.996024\n",
|
||
" 185 9026.939491\n",
|
||
" ... ...\n",
|
||
" 1922 15010.605538\n",
|
||
" 1923 15017.176423\n",
|
||
" 1924 14967.006179\n",
|
||
" 1925 15021.553385\n",
|
||
" 1926 15163.552753\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 6973.791433\n",
|
||
" 182 6954.628882\n",
|
||
" 183 6932.324442\n",
|
||
" 184 6893.780549\n",
|
||
" 185 6854.930188\n",
|
||
" ... ...\n",
|
||
" 1922 11493.754252\n",
|
||
" 1923 11587.649431\n",
|
||
" 1924 11524.503776\n",
|
||
" 1925 11522.792132\n",
|
||
" 1926 11572.385566\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 6413.500129\n",
|
||
" 182 6433.594635\n",
|
||
" 183 6436.168381\n",
|
||
" 184 6348.182766\n",
|
||
" 185 6289.224067\n",
|
||
" ... ...\n",
|
||
" 1922 10315.270892\n",
|
||
" 1923 10385.382531\n",
|
||
" 1924 10302.254530\n",
|
||
" 1925 10291.359914\n",
|
||
" 1926 10340.789207\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 6090.062856\n",
|
||
" 182 6103.453733\n",
|
||
" 183 6110.681383\n",
|
||
" 184 6086.053231\n",
|
||
" 185 6063.539752\n",
|
||
" ... ...\n",
|
||
" 1922 9748.502851\n",
|
||
" 1923 9765.762924\n",
|
||
" 1924 9725.327864\n",
|
||
" 1925 9744.639213\n",
|
||
" 1926 9813.846284\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 5923.591866\n",
|
||
" 182 5989.617320\n",
|
||
" 183 6032.074690\n",
|
||
" 184 5952.715966\n",
|
||
" 185 5898.453102\n",
|
||
" ... ...\n",
|
||
" 1922 9510.275174\n",
|
||
" 1923 9394.603593\n",
|
||
" 1924 9410.458575\n",
|
||
" 1925 9470.169013\n",
|
||
" 1926 9566.504240\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 5552.502854\n",
|
||
" 182 5561.163892\n",
|
||
" 183 5561.172410\n",
|
||
" 184 5516.458740\n",
|
||
" 185 5471.891552\n",
|
||
" ... ...\n",
|
||
" 1922 8470.514303\n",
|
||
" 1923 8439.335299\n",
|
||
" 1924 8398.724325\n",
|
||
" 1925 8453.729886\n",
|
||
" 1926 8588.587210\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 4481.093592\n",
|
||
" 182 4491.626354\n",
|
||
" 183 4495.237918\n",
|
||
" 184 4463.075962\n",
|
||
" 185 4431.515559\n",
|
||
" ... ...\n",
|
||
" 1922 6907.094830\n",
|
||
" 1923 6899.207871\n",
|
||
" 1924 6836.482456\n",
|
||
" 1925 6840.885156\n",
|
||
" 1926 6901.348225\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 3778.243732\n",
|
||
" 182 3796.690683\n",
|
||
" 183 3805.730130\n",
|
||
" 184 3766.145117\n",
|
||
" 185 3734.873626\n",
|
||
" ... ...\n",
|
||
" 1922 5978.312298\n",
|
||
" 1923 5919.357519\n",
|
||
" 1924 5848.155433\n",
|
||
" 1925 5842.365524\n",
|
||
" 1926 5891.202960\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 3665.011590\n",
|
||
" 182 3635.456273\n",
|
||
" 183 3605.677536\n",
|
||
" 184 3574.744012\n",
|
||
" 185 3549.856445\n",
|
||
" ... ...\n",
|
||
" 1922 5527.717428\n",
|
||
" 1923 5541.153450\n",
|
||
" 1924 5485.550671\n",
|
||
" 1925 5502.776271\n",
|
||
" 1926 5580.822673\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 3553.386985\n",
|
||
" 182 3543.813649\n",
|
||
" 183 3534.995309\n",
|
||
" 184 3530.079316\n",
|
||
" 185 3526.221403\n",
|
||
" ... ...\n",
|
||
" 1922 5439.653651\n",
|
||
" 1923 5461.690807\n",
|
||
" 1924 5437.377123\n",
|
||
" 1925 5486.489571\n",
|
||
" 1926 5596.922020\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 3675.081951\n",
|
||
" 182 3668.855641\n",
|
||
" 183 3657.435079\n",
|
||
" 184 3619.167044\n",
|
||
" 185 3589.061442\n",
|
||
" ... ...\n",
|
||
" 1922 5598.488833\n",
|
||
" 1923 5660.456365\n",
|
||
" 1924 5688.334677\n",
|
||
" 1925 5754.955345\n",
|
||
" 1926 5853.930724\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 3778.538897\n",
|
||
" 182 3786.988241\n",
|
||
" 183 3783.647686\n",
|
||
" 184 3719.368805\n",
|
||
" 185 3671.718483\n",
|
||
" ... ...\n",
|
||
" 1922 5749.793521\n",
|
||
" 1923 5741.197467\n",
|
||
" 1924 5682.491284\n",
|
||
" 1925 5704.012341\n",
|
||
" 1926 5792.533174\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 3684.371084\n",
|
||
" 182 3628.824209\n",
|
||
" 183 3583.000492\n",
|
||
" 184 3587.432758\n",
|
||
" 185 3582.186781\n",
|
||
" ... ...\n",
|
||
" 1922 5576.265018\n",
|
||
" 1923 5631.287710\n",
|
||
" 1924 5554.830579\n",
|
||
" 1925 5534.101732\n",
|
||
" 1926 5559.912970\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 3399.753926\n",
|
||
" 182 3416.156143\n",
|
||
" 183 3423.042191\n",
|
||
" 184 3380.742119\n",
|
||
" 185 3344.335599\n",
|
||
" ... ...\n",
|
||
" 1922 5226.515788\n",
|
||
" 1923 5226.788060\n",
|
||
" 1924 5212.876332\n",
|
||
" 1925 5221.156991\n",
|
||
" 1926 5247.971070\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 3131.833418\n",
|
||
" 182 3141.538560\n",
|
||
" 183 3143.348671\n",
|
||
" 184 3104.351827\n",
|
||
" 185 3074.273489\n",
|
||
" ... ...\n",
|
||
" 1922 4728.444859\n",
|
||
" 1923 4692.556546\n",
|
||
" 1924 4667.097213\n",
|
||
" 1925 4666.097303\n",
|
||
" 1926 4685.524072\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 3471.296498\n",
|
||
" 182 3376.400203\n",
|
||
" 183 3304.956851\n",
|
||
" 184 3354.734472\n",
|
||
" 185 3390.906627\n",
|
||
" ... ...\n",
|
||
" 1922 5035.247080\n",
|
||
" 1923 5060.136068\n",
|
||
" 1924 5026.379130\n",
|
||
" 1925 5023.337178\n",
|
||
" 1926 5045.946079\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 3618.237115\n",
|
||
" 182 3598.673858\n",
|
||
" 183 3573.804978\n",
|
||
" 184 3521.512979\n",
|
||
" 185 3485.245869\n",
|
||
" ... ...\n",
|
||
" 1922 5257.035191\n",
|
||
" 1923 5331.752792\n",
|
||
" 1924 5334.548189\n",
|
||
" 1925 5337.915201\n",
|
||
" 1926 5341.759582\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 3676.144213\n",
|
||
" 182 3680.582217\n",
|
||
" 183 3679.503966\n",
|
||
" 184 3649.913908\n",
|
||
" 185 3622.135514\n",
|
||
" ... ...\n",
|
||
" 1922 5315.315095\n",
|
||
" 1923 5325.196162\n",
|
||
" 1924 5292.517723\n",
|
||
" 1925 5337.812719\n",
|
||
" 1926 5448.225282\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 3583.546907\n",
|
||
" 182 3578.642799\n",
|
||
" 183 3569.734750\n",
|
||
" 184 3540.131573\n",
|
||
" 185 3514.306048\n",
|
||
" ... ...\n",
|
||
" 1922 5279.432173\n",
|
||
" 1923 5270.318780\n",
|
||
" 1924 5186.510765\n",
|
||
" 1925 5176.074536\n",
|
||
" 1926 5226.912920\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 3189.099247\n",
|
||
" 182 3177.482815\n",
|
||
" 183 3167.378183\n",
|
||
" 184 3165.087567\n",
|
||
" 185 3158.713489\n",
|
||
" ... ...\n",
|
||
" 1922 4623.336510\n",
|
||
" 1923 4678.747593\n",
|
||
" 1924 4678.326093\n",
|
||
" 1925 4653.990689\n",
|
||
" 1926 4609.684187\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 3066.873394\n",
|
||
" 182 3046.577779\n",
|
||
" 183 3033.092820\n",
|
||
" 184 3054.810024\n",
|
||
" 185 3063.070047\n",
|
||
" ... ...\n",
|
||
" 1922 4403.451902\n",
|
||
" 1923 4344.607166\n",
|
||
" 1924 4347.271100\n",
|
||
" 1925 4378.975121\n",
|
||
" 1926 4434.931245\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2976.370999\n",
|
||
" 182 2980.725460\n",
|
||
" 183 2978.914541\n",
|
||
" 184 2945.236693\n",
|
||
" 185 2916.243458\n",
|
||
" ... ...\n",
|
||
" 1922 4289.904075\n",
|
||
" 1923 4271.421939\n",
|
||
" 1924 4200.000748\n",
|
||
" 1925 4198.546533\n",
|
||
" 1926 4255.523490\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 3112.702936\n",
|
||
" 182 3137.735446\n",
|
||
" 183 3153.686607\n",
|
||
" 184 3122.699096\n",
|
||
" 185 3102.748083\n",
|
||
" ... ...\n",
|
||
" 1922 4557.507369\n",
|
||
" 1923 4552.334480\n",
|
||
" 1924 4582.152263\n",
|
||
" 1925 4595.485513\n",
|
||
" 1926 4595.052116\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 3257.808341\n",
|
||
" 182 3184.214843\n",
|
||
" 183 3119.691092\n",
|
||
" 184 3102.046038\n",
|
||
" 185 3087.121270\n",
|
||
" ... ...\n",
|
||
" 1922 4614.982081\n",
|
||
" 1923 4676.393227\n",
|
||
" 1924 4719.790771\n",
|
||
" 1925 4696.042260\n",
|
||
" 1926 4616.218396\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 3410.437257\n",
|
||
" 182 3391.515634\n",
|
||
" 183 3367.504931\n",
|
||
" 184 3317.190353\n",
|
||
" 185 3279.573792\n",
|
||
" ... ...\n",
|
||
" 1922 4958.003226\n",
|
||
" 1923 5011.272758\n",
|
||
" 1924 5007.765507\n",
|
||
" 1925 5008.240413\n",
|
||
" 1926 5012.040918\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 3214.485959\n",
|
||
" 182 3185.543419\n",
|
||
" 183 3167.087671\n",
|
||
" 184 3202.834894\n",
|
||
" 185 3224.067771\n",
|
||
" ... ...\n",
|
||
" 1922 4703.267046\n",
|
||
" 1923 4679.179025\n",
|
||
" 1924 4769.526132\n",
|
||
" 1925 4778.535953\n",
|
||
" 1926 4719.618971\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 3093.425539\n",
|
||
" 182 3080.464728\n",
|
||
" 183 3067.933548\n",
|
||
" 184 3057.623004\n",
|
||
" 185 3042.472009\n",
|
||
" ... ...\n",
|
||
" 1922 4372.958994\n",
|
||
" 1923 4368.932284\n",
|
||
" 1924 4441.501647\n",
|
||
" 1925 4433.856403\n",
|
||
" 1926 4359.221933\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 3193.171756\n",
|
||
" 182 3183.555324\n",
|
||
" 183 3169.609308\n",
|
||
" 184 3133.285017\n",
|
||
" 185 3102.552416\n",
|
||
" ... ...\n",
|
||
" 1922 4512.075836\n",
|
||
" 1923 4456.867628\n",
|
||
" 1924 4467.893166\n",
|
||
" 1925 4466.402542\n",
|
||
" 1926 4454.459360\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 3333.200276\n",
|
||
" 182 3303.605392\n",
|
||
" 183 3274.544340\n",
|
||
" 184 3248.242500\n",
|
||
" 185 3227.987105\n",
|
||
" ... ...\n",
|
||
" 1922 4767.720999\n",
|
||
" 1923 4739.507476\n",
|
||
" 1924 4715.097638\n",
|
||
" 1925 4721.411281\n",
|
||
" 1926 4753.382872\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 3421.695476\n",
|
||
" 182 3412.106388\n",
|
||
" 183 3395.699506\n",
|
||
" 184 3344.053571\n",
|
||
" 185 3304.046916\n",
|
||
" ... ...\n",
|
||
" 1922 4754.158050\n",
|
||
" 1923 4699.103052\n",
|
||
" 1924 4812.405394\n",
|
||
" 1925 4862.611372\n",
|
||
" 1926 4860.123999\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 19959.902670\n",
|
||
" 182 19934.934963\n",
|
||
" 183 19926.002522\n",
|
||
" 184 19951.714215\n",
|
||
" 185 19912.638510\n",
|
||
" ... ...\n",
|
||
" 1922 57282.226895\n",
|
||
" 1923 57384.770113\n",
|
||
" 1924 57419.565567\n",
|
||
" 1925 57646.858710\n",
|
||
" 1926 57887.832877\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 16102.243794\n",
|
||
" 182 16026.110601\n",
|
||
" 183 15963.490567\n",
|
||
" 184 15930.065668\n",
|
||
" 185 15897.621774\n",
|
||
" ... ...\n",
|
||
" 1922 37304.424488\n",
|
||
" 1923 37321.521246\n",
|
||
" 1924 36956.700539\n",
|
||
" 1925 37072.652063\n",
|
||
" 1926 37354.943110\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 15502.306853\n",
|
||
" 182 15484.144897\n",
|
||
" 183 15428.439601\n",
|
||
" 184 15291.622061\n",
|
||
" 185 15207.335193\n",
|
||
" ... ...\n",
|
||
" 1922 35324.276805\n",
|
||
" 1923 35523.197676\n",
|
||
" 1924 35135.154747\n",
|
||
" 1925 35238.379492\n",
|
||
" 1926 35481.774664\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 15055.132515\n",
|
||
" 182 14927.503360\n",
|
||
" 183 14827.528671\n",
|
||
" 184 14787.301352\n",
|
||
" 185 14752.352710\n",
|
||
" ... ...\n",
|
||
" 1922 32098.396526\n",
|
||
" 1923 32196.758741\n",
|
||
" 1924 32054.799146\n",
|
||
" 1925 32207.484271\n",
|
||
" 1926 32421.510117\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 13759.376945\n",
|
||
" 182 13633.593906\n",
|
||
" 183 13543.691777\n",
|
||
" 184 13531.310225\n",
|
||
" 185 13481.954050\n",
|
||
" ... ...\n",
|
||
" 1922 29652.742532\n",
|
||
" 1923 29535.871067\n",
|
||
" 1924 29438.474602\n",
|
||
" 1925 29464.244820\n",
|
||
" 1926 29501.235889\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 13074.080233\n",
|
||
" 182 12959.557536\n",
|
||
" 183 12852.226383\n",
|
||
" 184 12760.432532\n",
|
||
" 185 12718.679881\n",
|
||
" ... ...\n",
|
||
" 1922 28638.917955\n",
|
||
" 1923 28538.743634\n",
|
||
" 1924 28454.795402\n",
|
||
" 1925 28573.112017\n",
|
||
" 1926 28736.495688\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 13566.345427\n",
|
||
" 182 13407.181462\n",
|
||
" 183 13292.552487\n",
|
||
" 184 13274.141197\n",
|
||
" 185 13236.977767\n",
|
||
" ... ...\n",
|
||
" 1922 26858.881715\n",
|
||
" 1923 26843.468947\n",
|
||
" 1924 26876.289654\n",
|
||
" 1925 26914.018893\n",
|
||
" 1926 26903.328789\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 11615.153939\n",
|
||
" 182 11597.861811\n",
|
||
" 183 11560.322822\n",
|
||
" 184 11479.040564\n",
|
||
" 185 11411.859327\n",
|
||
" ... ...\n",
|
||
" 1922 22887.661956\n",
|
||
" 1923 22819.495808\n",
|
||
" 1924 22720.161212\n",
|
||
" 1925 22901.485024\n",
|
||
" 1926 23136.639225\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 11532.423064\n",
|
||
" 182 11489.102178\n",
|
||
" 183 11458.866633\n",
|
||
" 184 11456.901915\n",
|
||
" 185 11421.769941\n",
|
||
" ... ...\n",
|
||
" 1922 21720.318834\n",
|
||
" 1923 21789.469840\n",
|
||
" 1924 21566.736254\n",
|
||
" 1925 21652.624399\n",
|
||
" 1926 21835.453343\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 12678.054341\n",
|
||
" 182 12677.568468\n",
|
||
" 183 12659.575004\n",
|
||
" 184 12603.756456\n",
|
||
" 185 12564.594411\n",
|
||
" ... ...\n",
|
||
" 1922 23606.881436\n",
|
||
" 1923 23635.010647\n",
|
||
" 1924 23459.528323\n",
|
||
" 1925 23514.985538\n",
|
||
" 1926 23626.891964\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 11478.909078\n",
|
||
" 182 11474.276889\n",
|
||
" 183 11437.794108\n",
|
||
" 184 11332.498240\n",
|
||
" 185 11227.862941\n",
|
||
" ... ...\n",
|
||
" 1922 21214.224856\n",
|
||
" 1923 21184.450752\n",
|
||
" 1924 21315.755045\n",
|
||
" 1925 21392.497912\n",
|
||
" 1926 21410.123952\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 12954.456195\n",
|
||
" 182 12964.677688\n",
|
||
" 183 12935.030678\n",
|
||
" 184 12819.247917\n",
|
||
" 185 12716.520933\n",
|
||
" ... ...\n",
|
||
" 1922 26642.053378\n",
|
||
" 1923 26665.629276\n",
|
||
" 1924 26727.675994\n",
|
||
" 1925 26914.331586\n",
|
||
" 1926 27075.807050\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 12893.931537\n",
|
||
" 182 12807.407829\n",
|
||
" 183 12719.211514\n",
|
||
" 184 12627.401534\n",
|
||
" 185 12559.303179\n",
|
||
" ... ...\n",
|
||
" 1922 27221.077844\n",
|
||
" 1923 27257.113594\n",
|
||
" 1924 27334.907787\n",
|
||
" 1925 27386.123330\n",
|
||
" 1926 27380.983248\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 11361.945114\n",
|
||
" 182 11313.266005\n",
|
||
" 183 11262.064156\n",
|
||
" 184 11205.411939\n",
|
||
" 185 11136.301065\n",
|
||
" ... ...\n",
|
||
" 1922 19614.170606\n",
|
||
" 1923 19695.029597\n",
|
||
" 1924 19670.490456\n",
|
||
" 1925 19810.435774\n",
|
||
" 1926 19962.577439\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 11868.161704\n",
|
||
" 182 11830.218215\n",
|
||
" 183 11814.640337\n",
|
||
" 184 11847.383281\n",
|
||
" 185 11862.941302\n",
|
||
" ... ...\n",
|
||
" 1922 20862.683152\n",
|
||
" 1923 20790.228453\n",
|
||
" 1924 20645.705726\n",
|
||
" 1925 20767.829718\n",
|
||
" 1926 20970.213070\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 10359.260977\n",
|
||
" 182 10327.808406\n",
|
||
" 183 10279.697458\n",
|
||
" 184 10195.596147\n",
|
||
" 185 10141.036415\n",
|
||
" ... ...\n",
|
||
" 1922 18551.847507\n",
|
||
" 1923 18633.867183\n",
|
||
" 1924 18536.065415\n",
|
||
" 1925 18624.426682\n",
|
||
" 1926 18751.369287\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 11206.812719\n",
|
||
" 182 11106.077105\n",
|
||
" 183 11021.178929\n",
|
||
" 184 10970.497477\n",
|
||
" 185 10894.198210\n",
|
||
" ... ...\n",
|
||
" 1922 19412.428673\n",
|
||
" 1923 19254.055806\n",
|
||
" 1924 19207.520452\n",
|
||
" 1925 19269.467633\n",
|
||
" 1926 19344.310188\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 11602.632452\n",
|
||
" 182 11592.010858\n",
|
||
" 183 11550.383428\n",
|
||
" 184 11441.768005\n",
|
||
" 185 11378.114665\n",
|
||
" ... ...\n",
|
||
" 1922 20869.325605\n",
|
||
" 1923 20925.941270\n",
|
||
" 1924 20781.436219\n",
|
||
" 1925 20928.776936\n",
|
||
" 1926 21149.377229\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 11132.916511\n",
|
||
" 182 11082.209147\n",
|
||
" 183 11027.291768\n",
|
||
" 184 10963.278663\n",
|
||
" 185 10895.660778\n",
|
||
" ... ...\n",
|
||
" 1922 19505.703737\n",
|
||
" 1923 19456.491892\n",
|
||
" 1924 19404.760832\n",
|
||
" 1925 19517.507465\n",
|
||
" 1926 19636.280310\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 9909.448200\n",
|
||
" 182 9891.285235\n",
|
||
" 183 9841.695901\n",
|
||
" 184 9724.210014\n",
|
||
" 185 9657.500985\n",
|
||
" ... ...\n",
|
||
" 1922 17168.805616\n",
|
||
" 1923 17100.018517\n",
|
||
" 1924 17207.797557\n",
|
||
" 1925 17305.107374\n",
|
||
" 1926 17356.864206\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 9873.391244\n",
|
||
" 182 9896.587508\n",
|
||
" 183 9884.553562\n",
|
||
" 184 9796.404872\n",
|
||
" 185 9705.894800\n",
|
||
" ... ...\n",
|
||
" 1922 17082.008985\n",
|
||
" 1923 17024.961405\n",
|
||
" 1924 17032.450041\n",
|
||
" 1925 17168.732873\n",
|
||
" 1926 17305.712763\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 11462.393950\n",
|
||
" 182 11484.445916\n",
|
||
" 183 11455.658567\n",
|
||
" 184 11317.033063\n",
|
||
" 185 11219.037669\n",
|
||
" ... ...\n",
|
||
" 1922 19707.102066\n",
|
||
" 1923 19741.312687\n",
|
||
" 1924 19520.394757\n",
|
||
" 1925 19648.697355\n",
|
||
" 1926 19889.478182\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 11640.371173\n",
|
||
" 182 11595.061388\n",
|
||
" 183 11519.384699\n",
|
||
" 184 11378.100424\n",
|
||
" 185 11284.279268\n",
|
||
" ... ...\n",
|
||
" 1922 18655.816318\n",
|
||
" 1923 18619.432372\n",
|
||
" 1924 18551.922271\n",
|
||
" 1925 18687.381619\n",
|
||
" 1926 18843.989917\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 11122.674677\n",
|
||
" 182 11128.674172\n",
|
||
" 183 11108.938568\n",
|
||
" 184 11033.602379\n",
|
||
" 185 10970.853650\n",
|
||
" ... ...\n",
|
||
" 1922 19796.204764\n",
|
||
" 1923 19760.667527\n",
|
||
" 1924 19658.836719\n",
|
||
" 1925 19828.563699\n",
|
||
" 1926 20049.101694\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 11737.808016\n",
|
||
" 182 11720.530520\n",
|
||
" 183 11693.341981\n",
|
||
" 184 11644.740670\n",
|
||
" 185 11614.828342\n",
|
||
" ... ...\n",
|
||
" 1922 20171.051655\n",
|
||
" 1923 20242.045051\n",
|
||
" 1924 20326.216768\n",
|
||
" 1925 20308.216921\n",
|
||
" 1926 20235.685734\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 10732.658722\n",
|
||
" 182 10599.842888\n",
|
||
" 183 10502.065130\n",
|
||
" 184 10479.987005\n",
|
||
" 185 10471.306208\n",
|
||
" ... ...\n",
|
||
" 1922 17617.036610\n",
|
||
" 1923 17555.790018\n",
|
||
" 1924 17679.298856\n",
|
||
" 1925 17753.844178\n",
|
||
" 1926 17788.675417\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 11948.875429\n",
|
||
" 182 11928.954644\n",
|
||
" 183 11899.966982\n",
|
||
" 184 11851.390370\n",
|
||
" 185 11755.931553\n",
|
||
" ... ...\n",
|
||
" 1922 19780.957966\n",
|
||
" 1923 19745.491544\n",
|
||
" 1924 19685.443564\n",
|
||
" 1925 19753.471644\n",
|
||
" 1926 19842.241406\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 9889.820676\n",
|
||
" 182 9829.624413\n",
|
||
" 183 9781.250697\n",
|
||
" 184 9758.419548\n",
|
||
" 185 9752.529644\n",
|
||
" ... ...\n",
|
||
" 1922 17065.980243\n",
|
||
" 1923 17144.940410\n",
|
||
" 1924 17161.845713\n",
|
||
" 1925 17238.252270\n",
|
||
" 1926 17301.911237\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 9633.718687\n",
|
||
" 182 9607.516872\n",
|
||
" 183 9576.257091\n",
|
||
" 184 9534.069591\n",
|
||
" 185 9480.196528\n",
|
||
" ... ...\n",
|
||
" 1922 16014.767339\n",
|
||
" 1923 16005.047718\n",
|
||
" 1924 16122.083072\n",
|
||
" 1925 16284.648169\n",
|
||
" 1926 16407.413390\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 10116.220383\n",
|
||
" 182 10037.370237\n",
|
||
" 183 9954.526053\n",
|
||
" 184 9863.052767\n",
|
||
" 185 9813.519611\n",
|
||
" ... ...\n",
|
||
" 1922 17101.048324\n",
|
||
" 1923 17075.044805\n",
|
||
" 1924 17082.539754\n",
|
||
" 1925 17157.233293\n",
|
||
" 1926 17230.815430\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 19959.902670\n",
|
||
" 182 19934.934963\n",
|
||
" 183 19926.002522\n",
|
||
" 184 19951.714215\n",
|
||
" 185 19912.638510\n",
|
||
" ... ...\n",
|
||
" 1922 57282.226895\n",
|
||
" 1923 57384.770113\n",
|
||
" 1924 57419.565567\n",
|
||
" 1925 57646.858710\n",
|
||
" 1926 57887.832877\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 16102.243794\n",
|
||
" 182 16026.110601\n",
|
||
" 183 15963.490567\n",
|
||
" 184 15930.065668\n",
|
||
" 185 15897.621774\n",
|
||
" ... ...\n",
|
||
" 1922 37304.424488\n",
|
||
" 1923 37321.521246\n",
|
||
" 1924 36956.700539\n",
|
||
" 1925 37072.652063\n",
|
||
" 1926 37354.943110\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 15502.306853\n",
|
||
" 182 15484.144897\n",
|
||
" 183 15428.439601\n",
|
||
" 184 15291.622061\n",
|
||
" 185 15207.335193\n",
|
||
" ... ...\n",
|
||
" 1922 35324.276805\n",
|
||
" 1923 35523.197676\n",
|
||
" 1924 35135.154747\n",
|
||
" 1925 35238.379492\n",
|
||
" 1926 35481.774664\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 15055.132515\n",
|
||
" 182 14927.503360\n",
|
||
" 183 14827.528671\n",
|
||
" 184 14787.301352\n",
|
||
" 185 14752.352710\n",
|
||
" ... ...\n",
|
||
" 1922 32098.396526\n",
|
||
" 1923 32196.758741\n",
|
||
" 1924 32054.799146\n",
|
||
" 1925 32207.484271\n",
|
||
" 1926 32421.510117\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 13759.376945\n",
|
||
" 182 13633.593906\n",
|
||
" 183 13543.691777\n",
|
||
" 184 13531.310225\n",
|
||
" 185 13481.954050\n",
|
||
" ... ...\n",
|
||
" 1922 29652.742532\n",
|
||
" 1923 29535.871067\n",
|
||
" 1924 29438.474602\n",
|
||
" 1925 29464.244820\n",
|
||
" 1926 29501.235889\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 13074.080233\n",
|
||
" 182 12959.557536\n",
|
||
" 183 12852.226383\n",
|
||
" 184 12760.432532\n",
|
||
" 185 12718.679881\n",
|
||
" ... ...\n",
|
||
" 1922 28638.917955\n",
|
||
" 1923 28538.743634\n",
|
||
" 1924 28454.795402\n",
|
||
" 1925 28573.112017\n",
|
||
" 1926 28736.495688\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 13566.345427\n",
|
||
" 182 13407.181462\n",
|
||
" 183 13292.552487\n",
|
||
" 184 13274.141197\n",
|
||
" 185 13236.977767\n",
|
||
" ... ...\n",
|
||
" 1922 26858.881715\n",
|
||
" 1923 26843.468947\n",
|
||
" 1924 26876.289654\n",
|
||
" 1925 26914.018893\n",
|
||
" 1926 26903.328789\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 11615.153939\n",
|
||
" 182 11597.861811\n",
|
||
" 183 11560.322822\n",
|
||
" 184 11479.040564\n",
|
||
" 185 11411.859327\n",
|
||
" ... ...\n",
|
||
" 1922 22887.661956\n",
|
||
" 1923 22819.495808\n",
|
||
" 1924 22720.161212\n",
|
||
" 1925 22901.485024\n",
|
||
" 1926 23136.639225\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 11532.423064\n",
|
||
" 182 11489.102178\n",
|
||
" 183 11458.866633\n",
|
||
" 184 11456.901915\n",
|
||
" 185 11421.769941\n",
|
||
" ... ...\n",
|
||
" 1922 21720.318834\n",
|
||
" 1923 21789.469840\n",
|
||
" 1924 21566.736254\n",
|
||
" 1925 21652.624399\n",
|
||
" 1926 21835.453343\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 12678.054341\n",
|
||
" 182 12677.568468\n",
|
||
" 183 12659.575004\n",
|
||
" 184 12603.756456\n",
|
||
" 185 12564.594411\n",
|
||
" ... ...\n",
|
||
" 1922 23606.881436\n",
|
||
" 1923 23635.010647\n",
|
||
" 1924 23459.528323\n",
|
||
" 1925 23514.985538\n",
|
||
" 1926 23626.891964\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 11478.909078\n",
|
||
" 182 11474.276889\n",
|
||
" 183 11437.794108\n",
|
||
" 184 11332.498240\n",
|
||
" 185 11227.862941\n",
|
||
" ... ...\n",
|
||
" 1922 21214.224856\n",
|
||
" 1923 21184.450752\n",
|
||
" 1924 21315.755045\n",
|
||
" 1925 21392.497912\n",
|
||
" 1926 21410.123952\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 12954.456195\n",
|
||
" 182 12964.677688\n",
|
||
" 183 12935.030678\n",
|
||
" 184 12819.247917\n",
|
||
" 185 12716.520933\n",
|
||
" ... ...\n",
|
||
" 1922 26642.053378\n",
|
||
" 1923 26665.629276\n",
|
||
" 1924 26727.675994\n",
|
||
" 1925 26914.331586\n",
|
||
" 1926 27075.807050\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 12893.931537\n",
|
||
" 182 12807.407829\n",
|
||
" 183 12719.211514\n",
|
||
" 184 12627.401534\n",
|
||
" 185 12559.303179\n",
|
||
" ... ...\n",
|
||
" 1922 27221.077844\n",
|
||
" 1923 27257.113594\n",
|
||
" 1924 27334.907787\n",
|
||
" 1925 27386.123330\n",
|
||
" 1926 27380.983248\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 11361.945114\n",
|
||
" 182 11313.266005\n",
|
||
" 183 11262.064156\n",
|
||
" 184 11205.411939\n",
|
||
" 185 11136.301065\n",
|
||
" ... ...\n",
|
||
" 1922 19614.170606\n",
|
||
" 1923 19695.029597\n",
|
||
" 1924 19670.490456\n",
|
||
" 1925 19810.435774\n",
|
||
" 1926 19962.577439\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 11868.161704\n",
|
||
" 182 11830.218215\n",
|
||
" 183 11814.640337\n",
|
||
" 184 11847.383281\n",
|
||
" 185 11862.941302\n",
|
||
" ... ...\n",
|
||
" 1922 20862.683152\n",
|
||
" 1923 20790.228453\n",
|
||
" 1924 20645.705726\n",
|
||
" 1925 20767.829718\n",
|
||
" 1926 20970.213070\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 10359.260977\n",
|
||
" 182 10327.808406\n",
|
||
" 183 10279.697458\n",
|
||
" 184 10195.596147\n",
|
||
" 185 10141.036415\n",
|
||
" ... ...\n",
|
||
" 1922 18551.847507\n",
|
||
" 1923 18633.867183\n",
|
||
" 1924 18536.065415\n",
|
||
" 1925 18624.426682\n",
|
||
" 1926 18751.369287\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 11206.812719\n",
|
||
" 182 11106.077105\n",
|
||
" 183 11021.178929\n",
|
||
" 184 10970.497477\n",
|
||
" 185 10894.198210\n",
|
||
" ... ...\n",
|
||
" 1922 19412.428673\n",
|
||
" 1923 19254.055806\n",
|
||
" 1924 19207.520452\n",
|
||
" 1925 19269.467633\n",
|
||
" 1926 19344.310188\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 11602.632452\n",
|
||
" 182 11592.010858\n",
|
||
" 183 11550.383428\n",
|
||
" 184 11441.768005\n",
|
||
" 185 11378.114665\n",
|
||
" ... ...\n",
|
||
" 1922 20869.325605\n",
|
||
" 1923 20925.941270\n",
|
||
" 1924 20781.436219\n",
|
||
" 1925 20928.776936\n",
|
||
" 1926 21149.377229\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 11132.916511\n",
|
||
" 182 11082.209147\n",
|
||
" 183 11027.291768\n",
|
||
" 184 10963.278663\n",
|
||
" 185 10895.660778\n",
|
||
" ... ...\n",
|
||
" 1922 19505.703737\n",
|
||
" 1923 19456.491892\n",
|
||
" 1924 19404.760832\n",
|
||
" 1925 19517.507465\n",
|
||
" 1926 19636.280310\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 9909.448200\n",
|
||
" 182 9891.285235\n",
|
||
" 183 9841.695901\n",
|
||
" 184 9724.210014\n",
|
||
" 185 9657.500985\n",
|
||
" ... ...\n",
|
||
" 1922 17168.805616\n",
|
||
" 1923 17100.018517\n",
|
||
" 1924 17207.797557\n",
|
||
" 1925 17305.107374\n",
|
||
" 1926 17356.864206\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 9873.391244\n",
|
||
" 182 9896.587508\n",
|
||
" 183 9884.553562\n",
|
||
" 184 9796.404872\n",
|
||
" 185 9705.894800\n",
|
||
" ... ...\n",
|
||
" 1922 17082.008985\n",
|
||
" 1923 17024.961405\n",
|
||
" 1924 17032.450041\n",
|
||
" 1925 17168.732873\n",
|
||
" 1926 17305.712763\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 11462.393950\n",
|
||
" 182 11484.445916\n",
|
||
" 183 11455.658567\n",
|
||
" 184 11317.033063\n",
|
||
" 185 11219.037669\n",
|
||
" ... ...\n",
|
||
" 1922 19707.102066\n",
|
||
" 1923 19741.312687\n",
|
||
" 1924 19520.394757\n",
|
||
" 1925 19648.697355\n",
|
||
" 1926 19889.478182\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 11640.371173\n",
|
||
" 182 11595.061388\n",
|
||
" 183 11519.384699\n",
|
||
" 184 11378.100424\n",
|
||
" 185 11284.279268\n",
|
||
" ... ...\n",
|
||
" 1922 18655.816318\n",
|
||
" 1923 18619.432372\n",
|
||
" 1924 18551.922271\n",
|
||
" 1925 18687.381619\n",
|
||
" 1926 18843.989917\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 11122.674677\n",
|
||
" 182 11128.674172\n",
|
||
" 183 11108.938568\n",
|
||
" 184 11033.602379\n",
|
||
" 185 10970.853650\n",
|
||
" ... ...\n",
|
||
" 1922 19796.204764\n",
|
||
" 1923 19760.667527\n",
|
||
" 1924 19658.836719\n",
|
||
" 1925 19828.563699\n",
|
||
" 1926 20049.101694\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 11737.808016\n",
|
||
" 182 11720.530520\n",
|
||
" 183 11693.341981\n",
|
||
" 184 11644.740670\n",
|
||
" 185 11614.828342\n",
|
||
" ... ...\n",
|
||
" 1922 20171.051655\n",
|
||
" 1923 20242.045051\n",
|
||
" 1924 20326.216768\n",
|
||
" 1925 20308.216921\n",
|
||
" 1926 20235.685734\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 10732.658722\n",
|
||
" 182 10599.842888\n",
|
||
" 183 10502.065130\n",
|
||
" 184 10479.987005\n",
|
||
" 185 10471.306208\n",
|
||
" ... ...\n",
|
||
" 1922 17617.036610\n",
|
||
" 1923 17555.790018\n",
|
||
" 1924 17679.298856\n",
|
||
" 1925 17753.844178\n",
|
||
" 1926 17788.675417\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 11948.875429\n",
|
||
" 182 11928.954644\n",
|
||
" 183 11899.966982\n",
|
||
" 184 11851.390370\n",
|
||
" 185 11755.931553\n",
|
||
" ... ...\n",
|
||
" 1922 19780.957966\n",
|
||
" 1923 19745.491544\n",
|
||
" 1924 19685.443564\n",
|
||
" 1925 19753.471644\n",
|
||
" 1926 19842.241406\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 9889.820676\n",
|
||
" 182 9829.624413\n",
|
||
" 183 9781.250697\n",
|
||
" 184 9758.419548\n",
|
||
" 185 9752.529644\n",
|
||
" ... ...\n",
|
||
" 1922 17065.980243\n",
|
||
" 1923 17144.940410\n",
|
||
" 1924 17161.845713\n",
|
||
" 1925 17238.252270\n",
|
||
" 1926 17301.911237\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 9633.718687\n",
|
||
" 182 9607.516872\n",
|
||
" 183 9576.257091\n",
|
||
" 184 9534.069591\n",
|
||
" 185 9480.196528\n",
|
||
" ... ...\n",
|
||
" 1922 16014.767339\n",
|
||
" 1923 16005.047718\n",
|
||
" 1924 16122.083072\n",
|
||
" 1925 16284.648169\n",
|
||
" 1926 16407.413390\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 10116.220383\n",
|
||
" 182 10037.370237\n",
|
||
" 183 9954.526053\n",
|
||
" 184 9863.052767\n",
|
||
" 185 9813.519611\n",
|
||
" ... ...\n",
|
||
" 1922 17101.048324\n",
|
||
" 1923 17075.044805\n",
|
||
" 1924 17082.539754\n",
|
||
" 1925 17157.233293\n",
|
||
" 1926 17230.815430\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 4021.523293\n",
|
||
" 182 4006.673746\n",
|
||
" 183 3988.683363\n",
|
||
" 184 3954.458971\n",
|
||
" 185 3937.017488\n",
|
||
" ... ...\n",
|
||
" 1922 7638.301906\n",
|
||
" 1923 7618.588415\n",
|
||
" 1924 7681.156517\n",
|
||
" 1925 7776.235417\n",
|
||
" 1926 7898.464899\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 3708.059896\n",
|
||
" 182 3721.832830\n",
|
||
" 183 3729.983562\n",
|
||
" 184 3709.074885\n",
|
||
" 185 3694.213196\n",
|
||
" ... ...\n",
|
||
" 1922 7036.442245\n",
|
||
" 1923 7043.672836\n",
|
||
" 1924 7091.558085\n",
|
||
" 1925 7107.032952\n",
|
||
" 1926 7095.441096\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 3804.715337\n",
|
||
" 182 3777.842731\n",
|
||
" 183 3745.987319\n",
|
||
" 184 3688.377333\n",
|
||
" 185 3650.269970\n",
|
||
" ... ...\n",
|
||
" 1922 7157.587447\n",
|
||
" 1923 7220.912860\n",
|
||
" 1924 7160.316702\n",
|
||
" 1925 7152.616443\n",
|
||
" 1926 7189.090874\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 3907.536887\n",
|
||
" 182 3992.650168\n",
|
||
" 183 4055.281784\n",
|
||
" 184 4001.712665\n",
|
||
" 185 3961.446176\n",
|
||
" ... ...\n",
|
||
" 1922 7647.248175\n",
|
||
" 1923 7666.480969\n",
|
||
" 1924 7619.507131\n",
|
||
" 1925 7615.762244\n",
|
||
" 1926 7648.118936\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 4040.077335\n",
|
||
" 182 4081.883282\n",
|
||
" 183 4112.015510\n",
|
||
" 184 4081.809911\n",
|
||
" 185 4055.684342\n",
|
||
" ... ...\n",
|
||
" 1922 7691.333107\n",
|
||
" 1923 7667.846672\n",
|
||
" 1924 7669.909093\n",
|
||
" 1925 7665.710115\n",
|
||
" 1926 7656.282085\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 4161.758170\n",
|
||
" 182 4154.923492\n",
|
||
" 183 4151.549034\n",
|
||
" 184 4166.059377\n",
|
||
" 185 4166.960506\n",
|
||
" ... ...\n",
|
||
" 1922 7939.551768\n",
|
||
" 1923 7915.775861\n",
|
||
" 1924 7874.051709\n",
|
||
" 1925 7858.480392\n",
|
||
" 1926 7864.749963\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 3288.506569\n",
|
||
" 182 3250.908156\n",
|
||
" 183 3218.168990\n",
|
||
" 184 3210.545757\n",
|
||
" 185 3202.165562\n",
|
||
" ... ...\n",
|
||
" 1922 6197.080221\n",
|
||
" 1923 6169.873706\n",
|
||
" 1924 6134.177612\n",
|
||
" 1925 6173.035934\n",
|
||
" 1926 6274.156516\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2477.706265\n",
|
||
" 182 2466.004904\n",
|
||
" 183 2459.926247\n",
|
||
" 184 2482.909596\n",
|
||
" 185 2502.719535\n",
|
||
" ... ...\n",
|
||
" 1922 4561.913766\n",
|
||
" 1923 4563.596640\n",
|
||
" 1924 4575.679555\n",
|
||
" 1925 4570.122911\n",
|
||
" 1926 4549.835032\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2178.289523\n",
|
||
" 182 2232.537004\n",
|
||
" 183 2274.464588\n",
|
||
" 184 2252.714463\n",
|
||
" 185 2235.952674\n",
|
||
" ... ...\n",
|
||
" 1922 3911.583812\n",
|
||
" 1923 3844.060659\n",
|
||
" 1924 3815.358734\n",
|
||
" 1925 3861.787018\n",
|
||
" 1926 3970.958419\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2109.567847\n",
|
||
" 182 2057.165440\n",
|
||
" 183 2014.162416\n",
|
||
" 184 2019.741881\n",
|
||
" 185 2022.448554\n",
|
||
" ... ...\n",
|
||
" 1922 3346.361444\n",
|
||
" 1923 3366.716494\n",
|
||
" 1924 3347.340862\n",
|
||
" 1925 3339.334886\n",
|
||
" 1926 3340.823996\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 1969.479775\n",
|
||
" 182 1962.383315\n",
|
||
" 183 1958.097912\n",
|
||
" 184 1968.341983\n",
|
||
" 185 1968.001036\n",
|
||
" ... ...\n",
|
||
" 1922 3036.136339\n",
|
||
" 1923 3040.947491\n",
|
||
" 1924 3027.788443\n",
|
||
" 1925 3027.143398\n",
|
||
" 1926 3036.949111\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 1924.527342\n",
|
||
" 182 1932.755290\n",
|
||
" 183 1932.871508\n",
|
||
" 184 1891.060713\n",
|
||
" 185 1861.797605\n",
|
||
" ... ...\n",
|
||
" 1922 2819.423705\n",
|
||
" 1923 2790.424427\n",
|
||
" 1924 2810.618312\n",
|
||
" 1925 2839.371029\n",
|
||
" 1926 2875.271439\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 1907.042499\n",
|
||
" 182 1895.273031\n",
|
||
" 183 1880.363464\n",
|
||
" 184 1849.223708\n",
|
||
" 185 1828.818000\n",
|
||
" ... ...\n",
|
||
" 1922 2764.710390\n",
|
||
" 1923 2722.025100\n",
|
||
" 1924 2788.115742\n",
|
||
" 1925 2833.200027\n",
|
||
" 1926 2860.741378\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 1953.514861\n",
|
||
" 182 1915.757048\n",
|
||
" 183 1881.343888\n",
|
||
" 184 1864.218195\n",
|
||
" 185 1857.374342\n",
|
||
" ... ...\n",
|
||
" 1922 2854.149700\n",
|
||
" 1923 2857.204800\n",
|
||
" 1924 2865.930999\n",
|
||
" 1925 2893.454238\n",
|
||
" 1926 2936.675355\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2092.635235\n",
|
||
" 182 2103.549297\n",
|
||
" 183 2112.410483\n",
|
||
" 184 2110.660987\n",
|
||
" 185 2102.559665\n",
|
||
" ... ...\n",
|
||
" 1922 3231.504863\n",
|
||
" 1923 3261.795386\n",
|
||
" 1924 3277.878458\n",
|
||
" 1925 3245.579978\n",
|
||
" 1926 3172.876852\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2436.317737\n",
|
||
" 182 2397.951054\n",
|
||
" 183 2359.899777\n",
|
||
" 184 2323.478740\n",
|
||
" 185 2303.084224\n",
|
||
" ... ...\n",
|
||
" 1922 3666.852090\n",
|
||
" 1923 3723.185859\n",
|
||
" 1924 3663.168358\n",
|
||
" 1925 3651.492205\n",
|
||
" 1926 3680.187123\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2526.310101\n",
|
||
" 182 2535.942913\n",
|
||
" 183 2542.765279\n",
|
||
" 184 2535.061319\n",
|
||
" 185 2520.551178\n",
|
||
" ... ...\n",
|
||
" 1922 4073.572411\n",
|
||
" 1923 4095.554712\n",
|
||
" 1924 4112.791945\n",
|
||
" 1925 4099.868475\n",
|
||
" 1926 4061.757049\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2812.209788\n",
|
||
" 182 2840.539048\n",
|
||
" 183 2866.278665\n",
|
||
" 184 2878.633231\n",
|
||
" 185 2884.032530\n",
|
||
" ... ...\n",
|
||
" 1922 4513.765990\n",
|
||
" 1923 4559.835935\n",
|
||
" 1924 4480.106735\n",
|
||
" 1925 4482.293538\n",
|
||
" 1926 4552.890444\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2643.202259\n",
|
||
" 182 2646.850445\n",
|
||
" 183 2647.470378\n",
|
||
" 184 2632.438214\n",
|
||
" 185 2630.107787\n",
|
||
" ... ...\n",
|
||
" 1922 4296.077839\n",
|
||
" 1923 4352.294124\n",
|
||
" 1924 4350.785612\n",
|
||
" 1925 4358.955136\n",
|
||
" 1926 4375.207030\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2133.389447\n",
|
||
" 182 2151.639952\n",
|
||
" 183 2164.593859\n",
|
||
" 184 2150.171307\n",
|
||
" 185 2131.512802\n",
|
||
" ... ...\n",
|
||
" 1922 3498.535075\n",
|
||
" 1923 3505.073249\n",
|
||
" 1924 3479.456128\n",
|
||
" 1925 3457.801137\n",
|
||
" 1926 3439.455019\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 1982.560266\n",
|
||
" 182 1990.128563\n",
|
||
" 183 1994.669565\n",
|
||
" 184 1983.563423\n",
|
||
" 185 1968.070440\n",
|
||
" ... ...\n",
|
||
" 1922 3107.864806\n",
|
||
" 1923 3085.989257\n",
|
||
" 1924 3070.749659\n",
|
||
" 1925 3090.227431\n",
|
||
" 1926 3138.698549\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 1779.496839\n",
|
||
" 182 1796.372028\n",
|
||
" 183 1812.169421\n",
|
||
" 184 1822.396022\n",
|
||
" 185 1822.793750\n",
|
||
" ... ...\n",
|
||
" 1922 2703.170354\n",
|
||
" 1923 2756.105253\n",
|
||
" 1924 2772.121174\n",
|
||
" 1925 2760.822031\n",
|
||
" 1926 2726.711393\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 1707.254767\n",
|
||
" 182 1698.794019\n",
|
||
" 183 1689.033062\n",
|
||
" 184 1672.551731\n",
|
||
" 185 1664.083846\n",
|
||
" ... ...\n",
|
||
" 1922 2365.102093\n",
|
||
" 1923 2333.790015\n",
|
||
" 1924 2360.182987\n",
|
||
" 1925 2375.212678\n",
|
||
" 1926 2380.752609\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 1636.768702\n",
|
||
" 182 1607.637716\n",
|
||
" 183 1580.771615\n",
|
||
" 184 1565.611992\n",
|
||
" 185 1555.138899\n",
|
||
" ... ...\n",
|
||
" 1922 2227.600300\n",
|
||
" 1923 2237.786796\n",
|
||
" 1924 2222.434493\n",
|
||
" 1925 2220.732950\n",
|
||
" 1926 2230.431498\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 1646.742950\n",
|
||
" 182 1652.938137\n",
|
||
" 183 1658.485707\n",
|
||
" 184 1660.685946\n",
|
||
" 185 1660.164283\n",
|
||
" ... ...\n",
|
||
" 1922 2260.510952\n",
|
||
" 1923 2257.710607\n",
|
||
" 1924 2265.313855\n",
|
||
" 1925 2315.057206\n",
|
||
" 1926 2399.992812\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 1769.884145\n",
|
||
" 182 1742.102076\n",
|
||
" 183 1720.804331\n",
|
||
" 184 1733.022040\n",
|
||
" 185 1737.528294\n",
|
||
" ... ...\n",
|
||
" 1922 2472.606704\n",
|
||
" 1923 2517.090721\n",
|
||
" 1924 2534.118308\n",
|
||
" 1925 2519.276748\n",
|
||
" 1926 2477.820466\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 1883.773122\n",
|
||
" 182 1884.664566\n",
|
||
" 183 1884.258037\n",
|
||
" 184 1877.142686\n",
|
||
" 185 1874.412246\n",
|
||
" ... ...\n",
|
||
" 1922 2790.700844\n",
|
||
" 1923 2713.360232\n",
|
||
" 1924 2773.189682\n",
|
||
" 1925 2818.270168\n",
|
||
" 1926 2851.033425\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2085.346342\n",
|
||
" 182 2074.931145\n",
|
||
" 183 2065.487124\n",
|
||
" 184 2061.062805\n",
|
||
" 185 2058.452755\n",
|
||
" ... ...\n",
|
||
" 1922 3161.879663\n",
|
||
" 1923 3195.167018\n",
|
||
" 1924 3172.638643\n",
|
||
" 1925 3142.687923\n",
|
||
" 1926 3106.538618\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2295.824251\n",
|
||
" 182 2272.770572\n",
|
||
" 183 2252.415954\n",
|
||
" 184 2246.011943\n",
|
||
" 185 2244.749074\n",
|
||
" ... ...\n",
|
||
" 1922 3460.911444\n",
|
||
" 1923 3514.082288\n",
|
||
" 1924 3481.163149\n",
|
||
" 1925 3473.835448\n",
|
||
" 1926 3487.879798\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2519.522740\n",
|
||
" 182 2525.822136\n",
|
||
" 183 2535.584880\n",
|
||
" 184 2563.248602\n",
|
||
" 185 2577.002076\n",
|
||
" ... ...\n",
|
||
" 1922 3907.798473\n",
|
||
" 1923 3851.592181\n",
|
||
" 1924 3903.226485\n",
|
||
" 1925 3908.219650\n",
|
||
" 1926 3874.261633\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 11541.978798\n",
|
||
" 182 11513.363879\n",
|
||
" 183 11496.858613\n",
|
||
" 184 11542.944382\n",
|
||
" 185 11561.057396\n",
|
||
" ... ...\n",
|
||
" 1922 36617.264638\n",
|
||
" 1923 36796.432577\n",
|
||
" 1924 36601.005071\n",
|
||
" 1925 36781.750284\n",
|
||
" 1926 37276.646748\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 8407.273072\n",
|
||
" 182 8521.583556\n",
|
||
" 183 8594.811974\n",
|
||
" 184 8455.699975\n",
|
||
" 185 8353.322227\n",
|
||
" ... ...\n",
|
||
" 1922 24257.348505\n",
|
||
" 1923 24232.055399\n",
|
||
" 1924 24193.542155\n",
|
||
" 1925 24277.977274\n",
|
||
" 1926 24465.089648\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 7829.136962\n",
|
||
" 182 7855.399311\n",
|
||
" 183 7868.577822\n",
|
||
" 184 7814.130046\n",
|
||
" 185 7764.818318\n",
|
||
" ... ...\n",
|
||
" 1922 20467.481731\n",
|
||
" 1923 20584.284988\n",
|
||
" 1924 20410.699854\n",
|
||
" 1925 20384.991844\n",
|
||
" 1926 20482.779723\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 7213.440575\n",
|
||
" 182 7202.304739\n",
|
||
" 183 7188.245315\n",
|
||
" 184 7159.074782\n",
|
||
" 185 7141.092150\n",
|
||
" ... ...\n",
|
||
" 1922 18180.735164\n",
|
||
" 1923 18151.337843\n",
|
||
" 1924 18117.233175\n",
|
||
" 1925 18136.618172\n",
|
||
" 1926 18200.673728\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 5229.433843\n",
|
||
" 182 5248.054054\n",
|
||
" 183 5255.860462\n",
|
||
" 184 5207.773684\n",
|
||
" 185 5169.663006\n",
|
||
" ... ...\n",
|
||
" 1922 10986.899887\n",
|
||
" 1923 10990.944483\n",
|
||
" 1924 10939.196055\n",
|
||
" 1925 10946.045151\n",
|
||
" 1926 11001.830504\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 4822.681182\n",
|
||
" 182 4749.941011\n",
|
||
" 183 4691.355361\n",
|
||
" 184 4705.930033\n",
|
||
" 185 4708.559098\n",
|
||
" ... ...\n",
|
||
" 1922 9588.883917\n",
|
||
" 1923 9570.120429\n",
|
||
" 1924 9579.738336\n",
|
||
" 1925 9601.321903\n",
|
||
" 1926 9632.898292\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 4858.543535\n",
|
||
" 182 4821.799079\n",
|
||
" 183 4784.288614\n",
|
||
" 184 4742.818890\n",
|
||
" 185 4709.511169\n",
|
||
" ... ...\n",
|
||
" 1922 9736.392302\n",
|
||
" 1923 9730.404068\n",
|
||
" 1924 9795.339130\n",
|
||
" 1925 9792.578938\n",
|
||
" 1926 9733.284747\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 5274.379203\n",
|
||
" 182 5251.681119\n",
|
||
" 183 5230.383993\n",
|
||
" 184 5216.327990\n",
|
||
" 185 5204.690210\n",
|
||
" ... ...\n",
|
||
" 1922 10675.677784\n",
|
||
" 1923 10833.203975\n",
|
||
" 1924 10753.265129\n",
|
||
" 1925 10725.065365\n",
|
||
" 1926 10740.074204\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 4788.588490\n",
|
||
" 182 4736.506081\n",
|
||
" 183 4692.524937\n",
|
||
" 184 4690.416713\n",
|
||
" 185 4690.879146\n",
|
||
" ... ...\n",
|
||
" 1922 8259.229344\n",
|
||
" 1923 8310.328812\n",
|
||
" 1924 8289.523640\n",
|
||
" 1925 8244.216378\n",
|
||
" 1926 8178.446807\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 4549.374495\n",
|
||
" 182 4506.594757\n",
|
||
" 183 4466.184775\n",
|
||
" 184 4438.023324\n",
|
||
" 185 4412.278609\n",
|
||
" ... ...\n",
|
||
" 1922 7752.028360\n",
|
||
" 1923 7858.638708\n",
|
||
" 1924 7845.076602\n",
|
||
" 1925 7867.941491\n",
|
||
" 1926 7921.227475\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 4736.848813\n",
|
||
" 182 4696.757331\n",
|
||
" 183 4661.632692\n",
|
||
" 184 4652.180120\n",
|
||
" 185 4649.531839\n",
|
||
" ... ...\n",
|
||
" 1922 8161.129311\n",
|
||
" 1923 8203.404143\n",
|
||
" 1924 8179.454582\n",
|
||
" 1925 8235.194396\n",
|
||
" 1926 8357.484800\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 5023.243076\n",
|
||
" 182 4993.849931\n",
|
||
" 183 4971.048882\n",
|
||
" 184 4982.320324\n",
|
||
" 185 4979.528628\n",
|
||
" ... ...\n",
|
||
" 1922 8610.948469\n",
|
||
" 1923 8673.253503\n",
|
||
" 1924 8680.665862\n",
|
||
" 1925 8696.056244\n",
|
||
" 1926 8718.109274\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 3742.601635\n",
|
||
" 182 3805.033969\n",
|
||
" 183 3853.742010\n",
|
||
" 184 3831.513455\n",
|
||
" 185 3806.560407\n",
|
||
" ... ...\n",
|
||
" 1922 6180.102529\n",
|
||
" 1923 6247.673558\n",
|
||
" 1924 6162.951924\n",
|
||
" 1925 6182.347054\n",
|
||
" 1926 6288.692698\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 11541.978798\n",
|
||
" 182 11513.363879\n",
|
||
" 183 11496.858613\n",
|
||
" 184 11542.944382\n",
|
||
" 185 11561.057396\n",
|
||
" ... ...\n",
|
||
" 1922 36617.264638\n",
|
||
" 1923 36796.432577\n",
|
||
" 1924 36601.005071\n",
|
||
" 1925 36781.750284\n",
|
||
" 1926 37276.646748\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 8407.273072\n",
|
||
" 182 8521.583556\n",
|
||
" 183 8594.811974\n",
|
||
" 184 8455.699975\n",
|
||
" 185 8353.322227\n",
|
||
" ... ...\n",
|
||
" 1922 24257.348505\n",
|
||
" 1923 24232.055399\n",
|
||
" 1924 24193.542155\n",
|
||
" 1925 24277.977274\n",
|
||
" 1926 24465.089648\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 7829.136962\n",
|
||
" 182 7855.399311\n",
|
||
" 183 7868.577822\n",
|
||
" 184 7814.130046\n",
|
||
" 185 7764.818318\n",
|
||
" ... ...\n",
|
||
" 1922 20467.481731\n",
|
||
" 1923 20584.284988\n",
|
||
" 1924 20410.699854\n",
|
||
" 1925 20384.991844\n",
|
||
" 1926 20482.779723\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 7213.440575\n",
|
||
" 182 7202.304739\n",
|
||
" 183 7188.245315\n",
|
||
" 184 7159.074782\n",
|
||
" 185 7141.092150\n",
|
||
" ... ...\n",
|
||
" 1922 18180.735164\n",
|
||
" 1923 18151.337843\n",
|
||
" 1924 18117.233175\n",
|
||
" 1925 18136.618172\n",
|
||
" 1926 18200.673728\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 5229.433843\n",
|
||
" 182 5248.054054\n",
|
||
" 183 5255.860462\n",
|
||
" 184 5207.773684\n",
|
||
" 185 5169.663006\n",
|
||
" ... ...\n",
|
||
" 1922 10986.899887\n",
|
||
" 1923 10990.944483\n",
|
||
" 1924 10939.196055\n",
|
||
" 1925 10946.045151\n",
|
||
" 1926 11001.830504\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 4822.681182\n",
|
||
" 182 4749.941011\n",
|
||
" 183 4691.355361\n",
|
||
" 184 4705.930033\n",
|
||
" 185 4708.559098\n",
|
||
" ... ...\n",
|
||
" 1922 9588.883917\n",
|
||
" 1923 9570.120429\n",
|
||
" 1924 9579.738336\n",
|
||
" 1925 9601.321903\n",
|
||
" 1926 9632.898292\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 4858.543535\n",
|
||
" 182 4821.799079\n",
|
||
" 183 4784.288614\n",
|
||
" 184 4742.818890\n",
|
||
" 185 4709.511169\n",
|
||
" ... ...\n",
|
||
" 1922 9736.392302\n",
|
||
" 1923 9730.404068\n",
|
||
" 1924 9795.339130\n",
|
||
" 1925 9792.578938\n",
|
||
" 1926 9733.284747\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 5274.379203\n",
|
||
" 182 5251.681119\n",
|
||
" 183 5230.383993\n",
|
||
" 184 5216.327990\n",
|
||
" 185 5204.690210\n",
|
||
" ... ...\n",
|
||
" 1922 10675.677784\n",
|
||
" 1923 10833.203975\n",
|
||
" 1924 10753.265129\n",
|
||
" 1925 10725.065365\n",
|
||
" 1926 10740.074204\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 4788.588490\n",
|
||
" 182 4736.506081\n",
|
||
" 183 4692.524937\n",
|
||
" 184 4690.416713\n",
|
||
" 185 4690.879146\n",
|
||
" ... ...\n",
|
||
" 1922 8259.229344\n",
|
||
" 1923 8310.328812\n",
|
||
" 1924 8289.523640\n",
|
||
" 1925 8244.216378\n",
|
||
" 1926 8178.446807\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 4549.374495\n",
|
||
" 182 4506.594757\n",
|
||
" 183 4466.184775\n",
|
||
" 184 4438.023324\n",
|
||
" 185 4412.278609\n",
|
||
" ... ...\n",
|
||
" 1922 7752.028360\n",
|
||
" 1923 7858.638708\n",
|
||
" 1924 7845.076602\n",
|
||
" 1925 7867.941491\n",
|
||
" 1926 7921.227475\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 4736.848813\n",
|
||
" 182 4696.757331\n",
|
||
" 183 4661.632692\n",
|
||
" 184 4652.180120\n",
|
||
" 185 4649.531839\n",
|
||
" ... ...\n",
|
||
" 1922 8161.129311\n",
|
||
" 1923 8203.404143\n",
|
||
" 1924 8179.454582\n",
|
||
" 1925 8235.194396\n",
|
||
" 1926 8357.484800\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 5023.243076\n",
|
||
" 182 4993.849931\n",
|
||
" 183 4971.048882\n",
|
||
" 184 4982.320324\n",
|
||
" 185 4979.528628\n",
|
||
" ... ...\n",
|
||
" 1922 8610.948469\n",
|
||
" 1923 8673.253503\n",
|
||
" 1924 8680.665862\n",
|
||
" 1925 8696.056244\n",
|
||
" 1926 8718.109274\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 3742.601635\n",
|
||
" 182 3805.033969\n",
|
||
" 183 3853.742010\n",
|
||
" 184 3831.513455\n",
|
||
" 185 3806.560407\n",
|
||
" ... ...\n",
|
||
" 1922 6180.102529\n",
|
||
" 1923 6247.673558\n",
|
||
" 1924 6162.951924\n",
|
||
" 1925 6182.347054\n",
|
||
" 1926 6288.692698\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 12991.525272\n",
|
||
" 182 13003.740494\n",
|
||
" 183 12976.232399\n",
|
||
" 184 12818.961471\n",
|
||
" 185 12673.237787\n",
|
||
" ... ...\n",
|
||
" 1922 15276.435855\n",
|
||
" 1923 15277.656249\n",
|
||
" 1924 15238.948547\n",
|
||
" 1925 15364.814019\n",
|
||
" 1926 15578.323791\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 12997.537488\n",
|
||
" 182 13142.386278\n",
|
||
" 183 13225.347736\n",
|
||
" 184 13106.143909\n",
|
||
" 185 12991.112366\n",
|
||
" ... ...\n",
|
||
" 1922 15923.284960\n",
|
||
" 1923 15865.672041\n",
|
||
" 1924 15729.894263\n",
|
||
" 1925 15778.212869\n",
|
||
" 1926 15932.028713\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 11186.387034\n",
|
||
" 182 11159.729776\n",
|
||
" 183 11110.853567\n",
|
||
" 184 10989.395452\n",
|
||
" 185 10904.023604\n",
|
||
" ... ...\n",
|
||
" 1922 13886.191330\n",
|
||
" 1923 13913.892538\n",
|
||
" 1924 13916.788371\n",
|
||
" 1925 13949.952971\n",
|
||
" 1926 13997.275703\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 12070.027785\n",
|
||
" 182 12084.132624\n",
|
||
" 183 12086.198867\n",
|
||
" 184 12048.939031\n",
|
||
" 185 11978.961752\n",
|
||
" ... ...\n",
|
||
" 1922 15409.915251\n",
|
||
" 1923 15283.557677\n",
|
||
" 1924 15262.610077\n",
|
||
" 1925 15277.599872\n",
|
||
" 1926 15305.017146\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 12713.562350\n",
|
||
" 182 12648.430798\n",
|
||
" 183 12598.291764\n",
|
||
" 184 12597.128293\n",
|
||
" 185 12580.605939\n",
|
||
" ... ...\n",
|
||
" 1922 15459.959758\n",
|
||
" 1923 15497.336239\n",
|
||
" 1924 15469.104547\n",
|
||
" 1925 15479.961565\n",
|
||
" 1926 15509.102383\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 11308.186310\n",
|
||
" 182 11261.548710\n",
|
||
" 183 11207.074652\n",
|
||
" 184 11127.001498\n",
|
||
" 185 11035.946643\n",
|
||
" ... ...\n",
|
||
" 1922 14855.025093\n",
|
||
" 1923 14831.001077\n",
|
||
" 1924 14701.352719\n",
|
||
" 1925 14750.127541\n",
|
||
" 1926 14898.727305\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 10058.866014\n",
|
||
" 182 10014.745550\n",
|
||
" 183 9968.420018\n",
|
||
" 184 9914.891263\n",
|
||
" 185 9848.589496\n",
|
||
" ... ...\n",
|
||
" 1922 14007.666051\n",
|
||
" 1923 13987.086492\n",
|
||
" 1924 13875.083967\n",
|
||
" 1925 13828.634557\n",
|
||
" 1926 13816.387618\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 8995.027092\n",
|
||
" 182 8973.440398\n",
|
||
" 183 8951.689788\n",
|
||
" 184 8929.403714\n",
|
||
" 185 8920.478659\n",
|
||
" ... ...\n",
|
||
" 1922 11661.100490\n",
|
||
" 1923 11665.460989\n",
|
||
" 1924 11585.532958\n",
|
||
" 1925 11656.294567\n",
|
||
" 1926 11807.856210\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 11914.951345\n",
|
||
" 182 11935.702353\n",
|
||
" 183 11923.145803\n",
|
||
" 184 11801.784559\n",
|
||
" 185 11699.355621\n",
|
||
" ... ...\n",
|
||
" 1922 14822.614592\n",
|
||
" 1923 14793.752740\n",
|
||
" 1924 14684.992007\n",
|
||
" 1925 14789.341385\n",
|
||
" 1926 15011.391561\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 11810.455756\n",
|
||
" 182 11839.192651\n",
|
||
" 183 11836.814253\n",
|
||
" 184 11732.792564\n",
|
||
" 185 11649.899914\n",
|
||
" ... ...\n",
|
||
" 1922 13093.729529\n",
|
||
" 1923 12999.159680\n",
|
||
" 1924 13032.227862\n",
|
||
" 1925 13107.553213\n",
|
||
" 1926 13196.752109\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 9170.219278\n",
|
||
" 182 9131.324620\n",
|
||
" 183 9092.729284\n",
|
||
" 184 9055.111728\n",
|
||
" 185 9009.709719\n",
|
||
" ... ...\n",
|
||
" 1922 10242.254131\n",
|
||
" 1923 10237.790710\n",
|
||
" 1924 10182.743362\n",
|
||
" 1925 10236.142962\n",
|
||
" 1926 10348.993009\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 9238.105508\n",
|
||
" 182 9188.554601\n",
|
||
" 183 9124.284413\n",
|
||
" 184 9011.931242\n",
|
||
" 185 8916.516883\n",
|
||
" ... ...\n",
|
||
" 1922 10214.447220\n",
|
||
" 1923 10117.943825\n",
|
||
" 1924 10093.174254\n",
|
||
" 1925 10116.323244\n",
|
||
" 1926 10163.419768\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 8490.041890\n",
|
||
" 182 8452.399249\n",
|
||
" 183 8417.402340\n",
|
||
" 184 8391.048153\n",
|
||
" 185 8338.560465\n",
|
||
" ... ...\n",
|
||
" 1922 9593.228069\n",
|
||
" 1923 9584.497859\n",
|
||
" 1924 9589.951142\n",
|
||
" 1925 9561.985107\n",
|
||
" 1926 9513.767149\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 8974.325881\n",
|
||
" 182 8907.415094\n",
|
||
" 183 8853.306502\n",
|
||
" 184 8841.018410\n",
|
||
" 185 8819.154253\n",
|
||
" ... ...\n",
|
||
" 1922 10418.214179\n",
|
||
" 1923 10481.456316\n",
|
||
" 1924 10381.523235\n",
|
||
" 1925 10410.204214\n",
|
||
" 1926 10506.730389\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 9301.858666\n",
|
||
" 182 9247.649997\n",
|
||
" 183 9193.735371\n",
|
||
" 184 9140.781287\n",
|
||
" 185 9071.264415\n",
|
||
" ... ...\n",
|
||
" 1922 10608.119773\n",
|
||
" 1923 10602.855156\n",
|
||
" 1924 10601.132303\n",
|
||
" 1925 10666.250370\n",
|
||
" 1926 10763.896559\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 11490.249362\n",
|
||
" 182 11383.649060\n",
|
||
" 183 11294.842314\n",
|
||
" 184 11264.161186\n",
|
||
" 185 11215.523843\n",
|
||
" ... ...\n",
|
||
" 1922 12560.591326\n",
|
||
" 1923 12479.469450\n",
|
||
" 1924 12537.538894\n",
|
||
" 1925 12556.526487\n",
|
||
" 1926 12546.015898\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 9363.165118\n",
|
||
" 182 9327.625804\n",
|
||
" 183 9269.082256\n",
|
||
" 184 9135.391548\n",
|
||
" 185 9028.011875\n",
|
||
" ... ...\n",
|
||
" 1922 10766.936855\n",
|
||
" 1923 10822.758095\n",
|
||
" 1924 10779.279560\n",
|
||
" 1925 10754.707763\n",
|
||
" 1926 10742.357384\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 11732.708441\n",
|
||
" 182 11744.773461\n",
|
||
" 183 11733.537933\n",
|
||
" 184 11646.187283\n",
|
||
" 185 11566.204657\n",
|
||
" ... ...\n",
|
||
" 1922 11175.267581\n",
|
||
" 1923 11224.011936\n",
|
||
" 1924 11044.786558\n",
|
||
" 1925 10999.831297\n",
|
||
" 1926 11035.782853\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 10167.838426\n",
|
||
" 182 10111.733587\n",
|
||
" 183 10085.014050\n",
|
||
" 184 10154.286497\n",
|
||
" 185 10170.311176\n",
|
||
" ... ...\n",
|
||
" 1922 16679.936897\n",
|
||
" 1923 16805.898271\n",
|
||
" 1924 16723.520746\n",
|
||
" 1925 16798.768341\n",
|
||
" 1926 16952.705234\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 8373.333126\n",
|
||
" 182 8317.680404\n",
|
||
" 183 8270.298175\n",
|
||
" 184 8249.932889\n",
|
||
" 185 8228.168448\n",
|
||
" ... ...\n",
|
||
" 1922 12842.227813\n",
|
||
" 1923 12826.105847\n",
|
||
" 1924 12750.511151\n",
|
||
" 1925 12765.070847\n",
|
||
" 1926 12829.825822\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 7996.333716\n",
|
||
" 182 7940.636136\n",
|
||
" 183 7886.952633\n",
|
||
" 184 7839.848448\n",
|
||
" 185 7817.670995\n",
|
||
" ... ...\n",
|
||
" 1922 12380.312925\n",
|
||
" 1923 12419.348951\n",
|
||
" 1924 12292.513724\n",
|
||
" 1925 12272.846022\n",
|
||
" 1926 12314.021484\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 7510.675029\n",
|
||
" 182 7476.247358\n",
|
||
" 183 7461.515185\n",
|
||
" 184 7511.121640\n",
|
||
" 185 7525.828469\n",
|
||
" ... ...\n",
|
||
" 1922 11024.894898\n",
|
||
" 1923 11016.072310\n",
|
||
" 1924 10990.377866\n",
|
||
" 1925 11058.634175\n",
|
||
" 1926 11174.917579\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 6814.716726\n",
|
||
" 182 6877.514609\n",
|
||
" 183 6904.986149\n",
|
||
" 184 6817.058305\n",
|
||
" 185 6741.684552\n",
|
||
" ... ...\n",
|
||
" 1922 9619.344669\n",
|
||
" 1923 9568.633876\n",
|
||
" 1924 9619.004457\n",
|
||
" 1925 9641.010547\n",
|
||
" 1926 9645.552578\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 7243.554940\n",
|
||
" 182 7232.422883\n",
|
||
" 183 7210.338436\n",
|
||
" 184 7152.476179\n",
|
||
" 185 7118.142932\n",
|
||
" ... ...\n",
|
||
" 1922 9990.683366\n",
|
||
" 1923 9914.801509\n",
|
||
" 1924 9903.585600\n",
|
||
" 1925 9918.220675\n",
|
||
" 1926 9950.592656\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 6681.322407\n",
|
||
" 182 6591.476641\n",
|
||
" 183 6519.743062\n",
|
||
" 184 6507.175959\n",
|
||
" 185 6480.644603\n",
|
||
" ... ...\n",
|
||
" 1922 8999.395912\n",
|
||
" 1923 8941.594748\n",
|
||
" 1924 9033.666086\n",
|
||
" 1925 9032.433622\n",
|
||
" 1926 8967.232228\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 6611.501300\n",
|
||
" 182 6573.633860\n",
|
||
" 183 6541.227615\n",
|
||
" 184 6526.661268\n",
|
||
" 185 6518.276304\n",
|
||
" ... ...\n",
|
||
" 1922 8664.315088\n",
|
||
" 1923 8651.698048\n",
|
||
" 1924 8567.190472\n",
|
||
" 1925 8596.167145\n",
|
||
" 1926 8688.034217\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 10167.838426\n",
|
||
" 182 10111.733587\n",
|
||
" 183 10085.014050\n",
|
||
" 184 10154.286497\n",
|
||
" 185 10170.311176\n",
|
||
" ... ...\n",
|
||
" 1922 16679.936897\n",
|
||
" 1923 16805.898271\n",
|
||
" 1924 16723.520746\n",
|
||
" 1925 16798.768341\n",
|
||
" 1926 16952.705234\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 8373.333126\n",
|
||
" 182 8317.680404\n",
|
||
" 183 8270.298175\n",
|
||
" 184 8249.932889\n",
|
||
" 185 8228.168448\n",
|
||
" ... ...\n",
|
||
" 1922 12842.227813\n",
|
||
" 1923 12826.105847\n",
|
||
" 1924 12750.511151\n",
|
||
" 1925 12765.070847\n",
|
||
" 1926 12829.825822\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 7996.333716\n",
|
||
" 182 7940.636136\n",
|
||
" 183 7886.952633\n",
|
||
" 184 7839.848448\n",
|
||
" 185 7817.670995\n",
|
||
" ... ...\n",
|
||
" 1922 12380.312925\n",
|
||
" 1923 12419.348951\n",
|
||
" 1924 12292.513724\n",
|
||
" 1925 12272.846022\n",
|
||
" 1926 12314.021484\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 7510.675029\n",
|
||
" 182 7476.247358\n",
|
||
" 183 7461.515185\n",
|
||
" 184 7511.121640\n",
|
||
" 185 7525.828469\n",
|
||
" ... ...\n",
|
||
" 1922 11024.894898\n",
|
||
" 1923 11016.072310\n",
|
||
" 1924 10990.377866\n",
|
||
" 1925 11058.634175\n",
|
||
" 1926 11174.917579\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 6814.716726\n",
|
||
" 182 6877.514609\n",
|
||
" 183 6904.986149\n",
|
||
" 184 6817.058305\n",
|
||
" 185 6741.684552\n",
|
||
" ... ...\n",
|
||
" 1922 9619.344669\n",
|
||
" 1923 9568.633876\n",
|
||
" 1924 9619.004457\n",
|
||
" 1925 9641.010547\n",
|
||
" 1926 9645.552578\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 7243.554940\n",
|
||
" 182 7232.422883\n",
|
||
" 183 7210.338436\n",
|
||
" 184 7152.476179\n",
|
||
" 185 7118.142932\n",
|
||
" ... ...\n",
|
||
" 1922 9990.683366\n",
|
||
" 1923 9914.801509\n",
|
||
" 1924 9903.585600\n",
|
||
" 1925 9918.220675\n",
|
||
" 1926 9950.592656\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 6681.322407\n",
|
||
" 182 6591.476641\n",
|
||
" 183 6519.743062\n",
|
||
" 184 6507.175959\n",
|
||
" 185 6480.644603\n",
|
||
" ... ...\n",
|
||
" 1922 8999.395912\n",
|
||
" 1923 8941.594748\n",
|
||
" 1924 9033.666086\n",
|
||
" 1925 9032.433622\n",
|
||
" 1926 8967.232228\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 6611.501300\n",
|
||
" 182 6573.633860\n",
|
||
" 183 6541.227615\n",
|
||
" 184 6526.661268\n",
|
||
" 185 6518.276304\n",
|
||
" ... ...\n",
|
||
" 1922 8664.315088\n",
|
||
" 1923 8651.698048\n",
|
||
" 1924 8567.190472\n",
|
||
" 1925 8596.167145\n",
|
||
" 1926 8688.034217\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 7880.766744\n",
|
||
" 182 7855.047490\n",
|
||
" 183 7827.699341\n",
|
||
" 184 7791.931936\n",
|
||
" 185 7762.663613\n",
|
||
" ... ...\n",
|
||
" 1922 16699.701152\n",
|
||
" 1923 16699.180958\n",
|
||
" 1924 16702.444515\n",
|
||
" 1925 16846.913230\n",
|
||
" 1926 17109.305906\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 6267.223670\n",
|
||
" 182 6218.650334\n",
|
||
" 183 6174.500876\n",
|
||
" 184 6153.217073\n",
|
||
" 185 6146.902827\n",
|
||
" ... ...\n",
|
||
" 1922 12583.381757\n",
|
||
" 1923 12611.360933\n",
|
||
" 1924 12610.950466\n",
|
||
" 1925 12669.183852\n",
|
||
" 1926 12776.392185\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 5615.987906\n",
|
||
" 182 5587.998743\n",
|
||
" 183 5564.654716\n",
|
||
" 184 5565.319953\n",
|
||
" 185 5568.707365\n",
|
||
" ... ...\n",
|
||
" 1922 10769.670021\n",
|
||
" 1923 10799.269364\n",
|
||
" 1924 10788.184243\n",
|
||
" 1925 10777.089087\n",
|
||
" 1926 10765.985552\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 4948.018924\n",
|
||
" 182 5005.929710\n",
|
||
" 183 5057.363319\n",
|
||
" 184 5075.318414\n",
|
||
" 185 5080.269680\n",
|
||
" ... ...\n",
|
||
" 1922 9087.763405\n",
|
||
" 1923 9052.388641\n",
|
||
" 1924 9036.898728\n",
|
||
" 1925 9065.235825\n",
|
||
" 1926 9130.173957\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 5372.399270\n",
|
||
" 182 5335.716305\n",
|
||
" 183 5310.708267\n",
|
||
" 184 5346.044290\n",
|
||
" 185 5369.285649\n",
|
||
" ... ...\n",
|
||
" 1922 9538.203766\n",
|
||
" 1923 9534.576070\n",
|
||
" 1924 9544.189564\n",
|
||
" 1925 9545.271184\n",
|
||
" 1926 9539.227623\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 5364.851755\n",
|
||
" 182 5330.167279\n",
|
||
" 183 5298.611837\n",
|
||
" 184 5283.229396\n",
|
||
" 185 5266.030569\n",
|
||
" ... ...\n",
|
||
" 1922 9371.080749\n",
|
||
" 1923 9348.830091\n",
|
||
" 1924 9341.726055\n",
|
||
" 1925 9324.936165\n",
|
||
" 1926 9300.057377\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 3989.983304\n",
|
||
" 182 4008.455455\n",
|
||
" 183 4014.815579\n",
|
||
" 184 3958.572394\n",
|
||
" 185 3919.109801\n",
|
||
" ... ...\n",
|
||
" 1922 6914.388347\n",
|
||
" 1923 6905.714230\n",
|
||
" 1924 6895.155590\n",
|
||
" 1925 6884.587107\n",
|
||
" 1926 6874.010402\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 3440.301783\n",
|
||
" 182 3436.047121\n",
|
||
" 183 3427.788665\n",
|
||
" 184 3398.835841\n",
|
||
" 185 3379.407453\n",
|
||
" ... ...\n",
|
||
" 1922 6017.082337\n",
|
||
" 1923 5962.143190\n",
|
||
" 1924 5933.722633\n",
|
||
" 1925 5951.394827\n",
|
||
" 1926 6007.560231\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 3227.610310\n",
|
||
" 182 3252.656555\n",
|
||
" 183 3273.056937\n",
|
||
" 184 3269.444298\n",
|
||
" 185 3265.226331\n",
|
||
" ... ...\n",
|
||
" 1922 5760.509534\n",
|
||
" 1923 5701.100284\n",
|
||
" 1924 5645.518943\n",
|
||
" 1925 5649.670323\n",
|
||
" 1926 5703.705991\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 3414.258114\n",
|
||
" 182 3446.658315\n",
|
||
" 183 3466.733432\n",
|
||
" 184 3423.104020\n",
|
||
" 185 3380.679858\n",
|
||
" ... ...\n",
|
||
" 1922 5808.004049\n",
|
||
" 1923 5885.766665\n",
|
||
" 1924 5869.855882\n",
|
||
" 1925 5828.878232\n",
|
||
" 1926 5766.966616\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 3509.128181\n",
|
||
" 182 3508.880701\n",
|
||
" 183 3506.036779\n",
|
||
" 184 3489.772652\n",
|
||
" 185 3475.472796\n",
|
||
" ... ...\n",
|
||
" 1922 5712.236525\n",
|
||
" 1923 5773.209573\n",
|
||
" 1924 5780.236686\n",
|
||
" 1925 5763.356568\n",
|
||
" 1926 5726.510925\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 3545.049988\n",
|
||
" 182 3555.470981\n",
|
||
" 183 3561.134426\n",
|
||
" 184 3542.207586\n",
|
||
" 185 3515.112305\n",
|
||
" ... ...\n",
|
||
" 1922 6000.219056\n",
|
||
" 1923 6041.561508\n",
|
||
" 1924 5929.686341\n",
|
||
" 1925 5921.333889\n",
|
||
" 1926 5999.435846\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 3334.631275\n",
|
||
" 182 3332.363382\n",
|
||
" 183 3326.524938\n",
|
||
" 184 3302.231423\n",
|
||
" 185 3284.286988\n",
|
||
" ... ...\n",
|
||
" 1922 5481.702297\n",
|
||
" 1923 5484.269549\n",
|
||
" 1924 5373.363487\n",
|
||
" 1925 5368.258539\n",
|
||
" 1926 5451.510748\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 3206.052965\n",
|
||
" 182 3209.101856\n",
|
||
" 183 3209.771445\n",
|
||
" 184 3198.143167\n",
|
||
" 185 3184.547700\n",
|
||
" ... ...\n",
|
||
" 1922 5154.059486\n",
|
||
" 1923 5252.887584\n",
|
||
" 1924 5189.943695\n",
|
||
" 1925 5162.812128\n",
|
||
" 1926 5165.588328\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 3078.736083\n",
|
||
" 182 3099.765569\n",
|
||
" 183 3114.417294\n",
|
||
" 184 3096.104354\n",
|
||
" 185 3078.243164\n",
|
||
" ... ...\n",
|
||
" 1922 4988.034984\n",
|
||
" 1923 5118.801268\n",
|
||
" 1924 4952.551255\n",
|
||
" 1925 4915.395644\n",
|
||
" 1926 4986.050000\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 3240.381378\n",
|
||
" 182 3238.102271\n",
|
||
" 183 3226.194379\n",
|
||
" 184 3164.518299\n",
|
||
" 185 3131.266953\n",
|
||
" ... ...\n",
|
||
" 1922 5148.651017\n",
|
||
" 1923 5162.456666\n",
|
||
" 1924 5151.666312\n",
|
||
" 1925 5171.611733\n",
|
||
" 1926 5217.225370\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 3207.469820\n",
|
||
" 182 3185.857925\n",
|
||
" 183 3172.246401\n",
|
||
" 184 3199.986308\n",
|
||
" 185 3212.303649\n",
|
||
" ... ...\n",
|
||
" 1922 5097.427078\n",
|
||
" 1923 5072.706740\n",
|
||
" 1924 5155.802585\n",
|
||
" 1925 5176.343924\n",
|
||
" 1926 5144.644429\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 3514.743152\n",
|
||
" 182 3467.174225\n",
|
||
" 183 3420.026653\n",
|
||
" 184 3375.056929\n",
|
||
" 185 3345.205475\n",
|
||
" ... ...\n",
|
||
" 1922 5445.131781\n",
|
||
" 1923 5417.819591\n",
|
||
" 1924 5442.535861\n",
|
||
" 1925 5479.800621\n",
|
||
" 1926 5527.544939\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 3258.035797\n",
|
||
" 182 3290.417350\n",
|
||
" 183 3310.041060\n",
|
||
" 184 3263.723454\n",
|
||
" 185 3227.835902\n",
|
||
" ... ...\n",
|
||
" 1922 5088.134391\n",
|
||
" 1923 5147.528367\n",
|
||
" 1924 5098.133029\n",
|
||
" 1925 5115.308725\n",
|
||
" 1926 5188.079559\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2844.184913\n",
|
||
" 182 2856.521733\n",
|
||
" 183 2856.095939\n",
|
||
" 184 2789.704167\n",
|
||
" 185 2745.536250\n",
|
||
" ... ...\n",
|
||
" 1922 4468.315800\n",
|
||
" 1923 4446.880236\n",
|
||
" 1924 4454.774625\n",
|
||
" 1925 4458.690391\n",
|
||
" 1926 4459.283510\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2822.760351\n",
|
||
" 182 2814.432855\n",
|
||
" 183 2803.398794\n",
|
||
" 184 2778.375334\n",
|
||
" 185 2759.398434\n",
|
||
" ... ...\n",
|
||
" 1922 4417.654711\n",
|
||
" 1923 4440.074017\n",
|
||
" 1924 4461.530198\n",
|
||
" 1925 4475.034924\n",
|
||
" 1926 4481.899192\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2792.245824\n",
|
||
" 182 2814.574075\n",
|
||
" 183 2823.709390\n",
|
||
" 184 2764.654525\n",
|
||
" 185 2718.296761\n",
|
||
" ... ...\n",
|
||
" 1922 4431.276012\n",
|
||
" 1923 4405.764738\n",
|
||
" 1924 4319.755273\n",
|
||
" 1925 4335.583781\n",
|
||
" 1926 4436.459727\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2975.434333\n",
|
||
" 182 2944.463693\n",
|
||
" 183 2922.356624\n",
|
||
" 184 2946.062601\n",
|
||
" 185 2953.135757\n",
|
||
" ... ...\n",
|
||
" 1922 4749.674154\n",
|
||
" 1923 4723.253220\n",
|
||
" 1924 4697.797985\n",
|
||
" 1925 4655.238457\n",
|
||
" 1926 4598.394707\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 3122.575441\n",
|
||
" 182 3052.298223\n",
|
||
" 183 3002.883475\n",
|
||
" 184 3061.300348\n",
|
||
" 185 3093.258101\n",
|
||
" ... ...\n",
|
||
" 1922 4958.109799\n",
|
||
" 1923 4919.870134\n",
|
||
" 1924 4889.224482\n",
|
||
" 1925 4908.085790\n",
|
||
" 1926 4968.291598\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 3030.855359\n",
|
||
" 182 3011.888499\n",
|
||
" 183 2994.972585\n",
|
||
" 184 2988.657374\n",
|
||
" 185 2992.171436\n",
|
||
" ... ...\n",
|
||
" 1922 4824.623017\n",
|
||
" 1923 4836.788909\n",
|
||
" 1924 4798.828944\n",
|
||
" 1925 4828.588983\n",
|
||
" 1926 4914.903693\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2958.952548\n",
|
||
" 182 2943.976111\n",
|
||
" 183 2929.428834\n",
|
||
" 184 2917.099748\n",
|
||
" 185 2894.183255\n",
|
||
" ... ...\n",
|
||
" 1922 4591.364219\n",
|
||
" 1923 4564.237456\n",
|
||
" 1924 4531.457819\n",
|
||
" 1925 4548.752676\n",
|
||
" 1926 4607.865997\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2948.918973\n",
|
||
" 182 2923.943671\n",
|
||
" 183 2897.231509\n",
|
||
" 184 2861.542056\n",
|
||
" 185 2835.225091\n",
|
||
" ... ...\n",
|
||
" 1922 4399.111895\n",
|
||
" 1923 4354.685006\n",
|
||
" 1924 4430.382364\n",
|
||
" 1925 4477.680439\n",
|
||
" 1926 4501.261563\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2960.634981\n",
|
||
" 182 2923.663963\n",
|
||
" 183 2896.528720\n",
|
||
" 184 2920.231544\n",
|
||
" 185 2935.014288\n",
|
||
" ... ...\n",
|
||
" 1922 4452.265748\n",
|
||
" 1923 4492.225996\n",
|
||
" 1924 4397.881411\n",
|
||
" 1925 4369.497096\n",
|
||
" 1926 4396.197853\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2852.853874\n",
|
||
" 182 2848.529025\n",
|
||
" 183 2853.398635\n",
|
||
" 184 2905.791543\n",
|
||
" 185 2926.885366\n",
|
||
" ... ...\n",
|
||
" 1922 4414.508887\n",
|
||
" 1923 4476.258274\n",
|
||
" 1924 4452.856948\n",
|
||
" 1925 4427.156802\n",
|
||
" 1926 4399.536852\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 3078.692341\n",
|
||
" 182 3060.397734\n",
|
||
" 183 3044.478749\n",
|
||
" 184 3040.838613\n",
|
||
" 185 3035.685843\n",
|
||
" ... ...\n",
|
||
" 1922 4590.695081\n",
|
||
" 1923 4565.458291\n",
|
||
" 1924 4562.935277\n",
|
||
" 1925 4586.031150\n",
|
||
" 1926 4630.521996\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 6547.212991\n",
|
||
" 182 6574.655279\n",
|
||
" 183 6591.394030\n",
|
||
" 184 6552.809522\n",
|
||
" 185 6521.782433\n",
|
||
" ... ...\n",
|
||
" 1922 13735.629459\n",
|
||
" 1923 13617.264169\n",
|
||
" 1924 13558.561138\n",
|
||
" 1925 13623.357110\n",
|
||
" 1926 13791.290191\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 5534.029097\n",
|
||
" 182 5538.688875\n",
|
||
" 183 5538.481566\n",
|
||
" 184 5513.117794\n",
|
||
" 185 5487.146404\n",
|
||
" ... ...\n",
|
||
" 1922 10541.039092\n",
|
||
" 1923 10465.900405\n",
|
||
" 1924 10569.535974\n",
|
||
" 1925 10614.051724\n",
|
||
" 1926 10609.195032\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 5327.836545\n",
|
||
" 182 5401.122331\n",
|
||
" 183 5456.359102\n",
|
||
" 184 5418.306128\n",
|
||
" 185 5383.273787\n",
|
||
" ... ...\n",
|
||
" 1922 9593.338048\n",
|
||
" 1923 9579.071631\n",
|
||
" 1924 9666.939860\n",
|
||
" 1925 9703.644841\n",
|
||
" 1926 9697.622114\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 5143.099954\n",
|
||
" 182 5176.373139\n",
|
||
" 183 5198.727812\n",
|
||
" 184 5164.648098\n",
|
||
" 185 5145.234102\n",
|
||
" ... ...\n",
|
||
" 1922 9114.020301\n",
|
||
" 1923 9108.250567\n",
|
||
" 1924 9085.464940\n",
|
||
" 1925 9045.007683\n",
|
||
" 1926 8989.792405\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 5144.679433\n",
|
||
" 182 5141.961188\n",
|
||
" 183 5132.751308\n",
|
||
" 184 5089.988193\n",
|
||
" 185 5051.455108\n",
|
||
" ... ...\n",
|
||
" 1922 8617.087783\n",
|
||
" 1923 8535.237244\n",
|
||
" 1924 8569.757423\n",
|
||
" 1925 8698.254642\n",
|
||
" 1926 8905.234440\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 3676.690800\n",
|
||
" 182 3621.809499\n",
|
||
" 183 3570.593317\n",
|
||
" 184 3538.320993\n",
|
||
" 185 3507.557556\n",
|
||
" ... ...\n",
|
||
" 1922 5811.856125\n",
|
||
" 1923 5904.074968\n",
|
||
" 1924 5911.119420\n",
|
||
" 1925 5895.964867\n",
|
||
" 1926 5862.271369\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2931.249101\n",
|
||
" 182 2936.264600\n",
|
||
" 183 2940.524029\n",
|
||
" 184 2940.875567\n",
|
||
" 185 2943.344382\n",
|
||
" ... ...\n",
|
||
" 1922 4689.301703\n",
|
||
" 1923 4681.341455\n",
|
||
" 1924 4691.353436\n",
|
||
" 1925 4733.828361\n",
|
||
" 1926 4803.413904\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2807.038463\n",
|
||
" 182 2809.373141\n",
|
||
" 183 2816.468414\n",
|
||
" 184 2848.169723\n",
|
||
" 185 2868.834565\n",
|
||
" ... ...\n",
|
||
" 1922 4302.091634\n",
|
||
" 1923 4276.649838\n",
|
||
" 1924 4312.690825\n",
|
||
" 1925 4372.677961\n",
|
||
" 1926 4452.663125\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2713.157303\n",
|
||
" 182 2732.143443\n",
|
||
" 183 2745.616831\n",
|
||
" 184 2730.596524\n",
|
||
" 185 2718.599225\n",
|
||
" ... ...\n",
|
||
" 1922 4134.680635\n",
|
||
" 1923 4158.564040\n",
|
||
" 1924 4175.809627\n",
|
||
" 1925 4185.099832\n",
|
||
" 1926 4187.746296\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2650.255172\n",
|
||
" 182 2659.902728\n",
|
||
" 183 2665.225302\n",
|
||
" 184 2648.193391\n",
|
||
" 185 2630.101054\n",
|
||
" ... ...\n",
|
||
" 1922 4021.698136\n",
|
||
" 1923 4012.385782\n",
|
||
" 1924 3917.977357\n",
|
||
" 1925 3914.012119\n",
|
||
" 1926 3985.578249\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2487.991261\n",
|
||
" 182 2436.967068\n",
|
||
" 183 2395.667120\n",
|
||
" 184 2404.628775\n",
|
||
" 185 2416.464751\n",
|
||
" ... ...\n",
|
||
" 1922 3624.240940\n",
|
||
" 1923 3604.654872\n",
|
||
" 1924 3572.791219\n",
|
||
" 1925 3591.002690\n",
|
||
" 1926 3651.033152\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2456.819790\n",
|
||
" 182 2455.780223\n",
|
||
" 183 2459.608603\n",
|
||
" 184 2488.597879\n",
|
||
" 185 2509.575011\n",
|
||
" ... ...\n",
|
||
" 1922 3674.174782\n",
|
||
" 1923 3689.352063\n",
|
||
" 1924 3664.802723\n",
|
||
" 1925 3672.684896\n",
|
||
" 1926 3707.651437\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2673.480807\n",
|
||
" 182 2631.143357\n",
|
||
" 183 2601.561364\n",
|
||
" 184 2637.908360\n",
|
||
" 185 2655.960328\n",
|
||
" ... ...\n",
|
||
" 1922 3943.995914\n",
|
||
" 1923 3945.993433\n",
|
||
" 1924 3901.655157\n",
|
||
" 1925 3918.198783\n",
|
||
" 1926 3985.586410\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2819.683706\n",
|
||
" 182 2819.353943\n",
|
||
" 183 2815.778613\n",
|
||
" 184 2795.427958\n",
|
||
" 185 2778.402231\n",
|
||
" ... ...\n",
|
||
" 1922 4135.493948\n",
|
||
" 1923 4122.828217\n",
|
||
" 1924 4103.553152\n",
|
||
" 1925 4134.934144\n",
|
||
" 1926 4208.619277\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 3071.978322\n",
|
||
" 182 3077.010706\n",
|
||
" 183 3078.041530\n",
|
||
" 184 3058.389538\n",
|
||
" 185 3046.296997\n",
|
||
" ... ...\n",
|
||
" 1922 4565.421801\n",
|
||
" 1923 4566.972984\n",
|
||
" 1924 4597.835848\n",
|
||
" 1925 4594.564793\n",
|
||
" 1926 4562.787647\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2715.089603\n",
|
||
" 182 2779.398701\n",
|
||
" 183 2823.817558\n",
|
||
" 184 2765.429948\n",
|
||
" 185 2729.720718\n",
|
||
" ... ...\n",
|
||
" 1922 4241.585711\n",
|
||
" 1923 4193.622088\n",
|
||
" 1924 4171.226436\n",
|
||
" 1925 4173.862524\n",
|
||
" 1926 4197.403244\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2318.045510\n",
|
||
" 182 2323.654381\n",
|
||
" 183 2328.399132\n",
|
||
" 184 2328.677512\n",
|
||
" 185 2328.048530\n",
|
||
" ... ...\n",
|
||
" 1922 3442.798207\n",
|
||
" 1923 3475.705519\n",
|
||
" 1924 3378.095644\n",
|
||
" 1925 3368.079329\n",
|
||
" 1926 3431.214588\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2217.864391\n",
|
||
" 182 2202.799497\n",
|
||
" 183 2190.111019\n",
|
||
" 184 2189.705494\n",
|
||
" 185 2190.358536\n",
|
||
" ... ...\n",
|
||
" 1922 3174.048463\n",
|
||
" 1923 3166.571231\n",
|
||
" 1924 3183.685199\n",
|
||
" 1925 3200.814639\n",
|
||
" 1926 3217.957000\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2086.312607\n",
|
||
" 182 2098.558827\n",
|
||
" 183 2106.264317\n",
|
||
" 184 2090.500191\n",
|
||
" 185 2075.944232\n",
|
||
" ... ...\n",
|
||
" 1922 3010.689690\n",
|
||
" 1923 3106.361717\n",
|
||
" 1924 3032.699195\n",
|
||
" 1925 2991.992649\n",
|
||
" 1926 2978.808464\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2030.861866\n",
|
||
" 182 2043.768053\n",
|
||
" 183 2055.920044\n",
|
||
" 184 2064.173827\n",
|
||
" 185 2064.413277\n",
|
||
" ... ...\n",
|
||
" 1922 2844.638489\n",
|
||
" 1923 2864.405921\n",
|
||
" 1924 2829.313862\n",
|
||
" 1925 2822.088791\n",
|
||
" 1926 2838.136140\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 18928.731634\n",
|
||
" 182 18900.999779\n",
|
||
" 183 18864.186490\n",
|
||
" 184 18797.707180\n",
|
||
" 185 18731.617765\n",
|
||
" ... ...\n",
|
||
" 1922 49307.100163\n",
|
||
" 1923 49400.729720\n",
|
||
" 1924 49137.790326\n",
|
||
" 1925 49253.767538\n",
|
||
" 1926 49576.939220\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 17025.541284\n",
|
||
" 182 16914.270114\n",
|
||
" 183 16837.213609\n",
|
||
" 184 16871.925010\n",
|
||
" 185 16842.213802\n",
|
||
" ... ...\n",
|
||
" 1922 38007.208271\n",
|
||
" 1923 37940.229634\n",
|
||
" 1924 37884.691755\n",
|
||
" 1925 38026.511229\n",
|
||
" 1926 38263.434537\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 15652.768634\n",
|
||
" 182 15621.979319\n",
|
||
" 183 15575.695054\n",
|
||
" 184 15478.793950\n",
|
||
" 185 15399.232860\n",
|
||
" ... ...\n",
|
||
" 1922 33087.114682\n",
|
||
" 1923 33170.195432\n",
|
||
" 1924 33055.521190\n",
|
||
" 1925 33285.748722\n",
|
||
" 1926 33694.612815\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 13414.418284\n",
|
||
" 182 13370.698526\n",
|
||
" 183 13328.371249\n",
|
||
" 184 13290.592745\n",
|
||
" 185 13238.247960\n",
|
||
" ... ...\n",
|
||
" 1922 24937.305997\n",
|
||
" 1923 24929.249674\n",
|
||
" 1924 24998.377198\n",
|
||
" 1925 25048.604462\n",
|
||
" 1926 25070.839223\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 13755.081511\n",
|
||
" 182 13755.390987\n",
|
||
" 183 13748.349416\n",
|
||
" 184 13717.294423\n",
|
||
" 185 13662.698057\n",
|
||
" ... ...\n",
|
||
" 1922 24852.142723\n",
|
||
" 1923 24913.787578\n",
|
||
" 1924 24933.816619\n",
|
||
" 1925 25035.195349\n",
|
||
" 1926 25172.370858\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 13943.540440\n",
|
||
" 182 13981.196186\n",
|
||
" 183 13996.498721\n",
|
||
" 184 13938.780763\n",
|
||
" 185 13878.062765\n",
|
||
" ... ...\n",
|
||
" 1922 26876.593247\n",
|
||
" 1923 27001.322054\n",
|
||
" 1924 26797.035438\n",
|
||
" 1925 26836.734643\n",
|
||
" 1926 27006.633988\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 12837.921883\n",
|
||
" 182 12730.149202\n",
|
||
" 183 12631.411009\n",
|
||
" 184 12562.185484\n",
|
||
" 185 12510.303742\n",
|
||
" ... ...\n",
|
||
" 1922 23761.121517\n",
|
||
" 1923 23780.245287\n",
|
||
" 1924 23653.876600\n",
|
||
" 1925 23637.198471\n",
|
||
" 1926 23673.703048\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 12291.718553\n",
|
||
" 182 12228.535590\n",
|
||
" 183 12148.438916\n",
|
||
" 184 12013.090792\n",
|
||
" 185 11929.784420\n",
|
||
" ... ...\n",
|
||
" 1922 19738.179572\n",
|
||
" 1923 19796.192074\n",
|
||
" 1924 19766.443336\n",
|
||
" 1925 19843.885746\n",
|
||
" 1926 19966.683905\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 10505.429569\n",
|
||
" 182 10498.019791\n",
|
||
" 183 10461.359161\n",
|
||
" 184 10329.145749\n",
|
||
" 185 10246.979992\n",
|
||
" ... ...\n",
|
||
" 1922 17014.899494\n",
|
||
" 1923 17135.865076\n",
|
||
" 1924 17002.344874\n",
|
||
" 1925 17003.736406\n",
|
||
" 1926 17081.380858\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 18928.731634\n",
|
||
" 182 18900.999779\n",
|
||
" 183 18864.186490\n",
|
||
" 184 18797.707180\n",
|
||
" 185 18731.617765\n",
|
||
" ... ...\n",
|
||
" 1922 49307.100163\n",
|
||
" 1923 49400.729720\n",
|
||
" 1924 49137.790326\n",
|
||
" 1925 49253.767538\n",
|
||
" 1926 49576.939220\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 17025.541284\n",
|
||
" 182 16914.270114\n",
|
||
" 183 16837.213609\n",
|
||
" 184 16871.925010\n",
|
||
" 185 16842.213802\n",
|
||
" ... ...\n",
|
||
" 1922 38007.208271\n",
|
||
" 1923 37940.229634\n",
|
||
" 1924 37884.691755\n",
|
||
" 1925 38026.511229\n",
|
||
" 1926 38263.434537\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 15652.768634\n",
|
||
" 182 15621.979319\n",
|
||
" 183 15575.695054\n",
|
||
" 184 15478.793950\n",
|
||
" 185 15399.232860\n",
|
||
" ... ...\n",
|
||
" 1922 33087.114682\n",
|
||
" 1923 33170.195432\n",
|
||
" 1924 33055.521190\n",
|
||
" 1925 33285.748722\n",
|
||
" 1926 33694.612815\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 13414.418284\n",
|
||
" 182 13370.698526\n",
|
||
" 183 13328.371249\n",
|
||
" 184 13290.592745\n",
|
||
" 185 13238.247960\n",
|
||
" ... ...\n",
|
||
" 1922 24937.305997\n",
|
||
" 1923 24929.249674\n",
|
||
" 1924 24998.377198\n",
|
||
" 1925 25048.604462\n",
|
||
" 1926 25070.839223\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 13755.081511\n",
|
||
" 182 13755.390987\n",
|
||
" 183 13748.349416\n",
|
||
" 184 13717.294423\n",
|
||
" 185 13662.698057\n",
|
||
" ... ...\n",
|
||
" 1922 24852.142723\n",
|
||
" 1923 24913.787578\n",
|
||
" 1924 24933.816619\n",
|
||
" 1925 25035.195349\n",
|
||
" 1926 25172.370858\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 13943.540440\n",
|
||
" 182 13981.196186\n",
|
||
" 183 13996.498721\n",
|
||
" 184 13938.780763\n",
|
||
" 185 13878.062765\n",
|
||
" ... ...\n",
|
||
" 1922 26876.593247\n",
|
||
" 1923 27001.322054\n",
|
||
" 1924 26797.035438\n",
|
||
" 1925 26836.734643\n",
|
||
" 1926 27006.633988\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 12837.921883\n",
|
||
" 182 12730.149202\n",
|
||
" 183 12631.411009\n",
|
||
" 184 12562.185484\n",
|
||
" 185 12510.303742\n",
|
||
" ... ...\n",
|
||
" 1922 23761.121517\n",
|
||
" 1923 23780.245287\n",
|
||
" 1924 23653.876600\n",
|
||
" 1925 23637.198471\n",
|
||
" 1926 23673.703048\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 12291.718553\n",
|
||
" 182 12228.535590\n",
|
||
" 183 12148.438916\n",
|
||
" 184 12013.090792\n",
|
||
" 185 11929.784420\n",
|
||
" ... ...\n",
|
||
" 1922 19738.179572\n",
|
||
" 1923 19796.192074\n",
|
||
" 1924 19766.443336\n",
|
||
" 1925 19843.885746\n",
|
||
" 1926 19966.683905\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 10505.429569\n",
|
||
" 182 10498.019791\n",
|
||
" 183 10461.359161\n",
|
||
" 184 10329.145749\n",
|
||
" 185 10246.979992\n",
|
||
" ... ...\n",
|
||
" 1922 17014.899494\n",
|
||
" 1923 17135.865076\n",
|
||
" 1924 17002.344874\n",
|
||
" 1925 17003.736406\n",
|
||
" 1926 17081.380858\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 5188.913131\n",
|
||
" 182 5189.533464\n",
|
||
" 183 5182.770925\n",
|
||
" 184 5160.057720\n",
|
||
" 185 5135.550864\n",
|
||
" ... ...\n",
|
||
" 1922 8630.387094\n",
|
||
" 1923 8616.983782\n",
|
||
" 1924 8577.390979\n",
|
||
" 1925 8635.081931\n",
|
||
" 1926 8715.366764\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 3888.887411\n",
|
||
" 182 3900.026790\n",
|
||
" 183 3900.617476\n",
|
||
" 184 3878.417754\n",
|
||
" 185 3863.539040\n",
|
||
" ... ...\n",
|
||
" 1922 6249.510051\n",
|
||
" 1923 6221.797854\n",
|
||
" 1924 6215.313637\n",
|
||
" 1925 6314.521881\n",
|
||
" 1926 6431.248874\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 3440.891179\n",
|
||
" 182 3421.287750\n",
|
||
" 183 3415.398496\n",
|
||
" 184 3439.138667\n",
|
||
" 185 3438.849973\n",
|
||
" ... ...\n",
|
||
" 1922 5374.066701\n",
|
||
" 1923 5395.324341\n",
|
||
" 1924 5325.009632\n",
|
||
" 1925 5315.572181\n",
|
||
" 1926 5335.271448\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 3268.106317\n",
|
||
" 182 3254.486616\n",
|
||
" 183 3238.759878\n",
|
||
" 184 3218.480896\n",
|
||
" 185 3204.512160\n",
|
||
" ... ...\n",
|
||
" 1922 5023.469072\n",
|
||
" 1923 4989.107185\n",
|
||
" 1924 4975.146642\n",
|
||
" 1925 5022.079006\n",
|
||
" 1926 5088.518825\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 3254.455088\n",
|
||
" 182 3263.517146\n",
|
||
" 183 3265.827727\n",
|
||
" 184 3253.551770\n",
|
||
" 185 3243.289544\n",
|
||
" ... ...\n",
|
||
" 1922 4976.223431\n",
|
||
" 1923 4901.697853\n",
|
||
" 1924 4872.056440\n",
|
||
" 1925 4922.902728\n",
|
||
" 1926 4992.499125\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 3544.447333\n",
|
||
" 182 3551.542564\n",
|
||
" 183 3541.128944\n",
|
||
" 184 3492.887512\n",
|
||
" 185 3452.702099\n",
|
||
" ... ...\n",
|
||
" 1922 5345.679672\n",
|
||
" 1923 5314.587850\n",
|
||
" 1924 5289.180022\n",
|
||
" 1925 5362.459867\n",
|
||
" 1926 5452.650840\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 3613.211626\n",
|
||
" 182 3621.649440\n",
|
||
" 183 3617.218729\n",
|
||
" 184 3584.985614\n",
|
||
" 185 3562.848970\n",
|
||
" ... ...\n",
|
||
" 1922 5400.349211\n",
|
||
" 1923 5393.949247\n",
|
||
" 1924 5376.908842\n",
|
||
" 1925 5375.962849\n",
|
||
" 1926 5390.572673\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 3645.159918\n",
|
||
" 182 3636.922532\n",
|
||
" 183 3625.100655\n",
|
||
" 184 3605.534501\n",
|
||
" 185 3588.481659\n",
|
||
" ... ...\n",
|
||
" 1922 5577.100414\n",
|
||
" 1923 5571.201035\n",
|
||
" 1924 5499.864861\n",
|
||
" 1925 5489.405945\n",
|
||
" 1926 5503.838199\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 3186.989014\n",
|
||
" 182 3179.364015\n",
|
||
" 183 3175.115302\n",
|
||
" 184 3178.161043\n",
|
||
" 185 3179.943799\n",
|
||
" ... ...\n",
|
||
" 1922 4676.573348\n",
|
||
" 1923 4669.365496\n",
|
||
" 1924 4618.801418\n",
|
||
" 1925 4663.418284\n",
|
||
" 1926 4744.442800\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2837.109172\n",
|
||
" 182 2814.097695\n",
|
||
" 183 2793.410506\n",
|
||
" 184 2777.744931\n",
|
||
" 185 2782.571393\n",
|
||
" ... ...\n",
|
||
" 1922 4159.115274\n",
|
||
" 1923 4198.312793\n",
|
||
" 1924 4143.507869\n",
|
||
" 1925 4106.886632\n",
|
||
" 1926 4083.914042\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2894.596830\n",
|
||
" 182 2858.916206\n",
|
||
" 183 2810.163758\n",
|
||
" 184 2733.169681\n",
|
||
" 185 2694.838227\n",
|
||
" ... ...\n",
|
||
" 1922 4031.244548\n",
|
||
" 1923 4024.217795\n",
|
||
" 1924 3986.103054\n",
|
||
" 1925 3999.775102\n",
|
||
" 1926 4028.484252\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2631.918287\n",
|
||
" 182 2650.246111\n",
|
||
" 183 2653.172522\n",
|
||
" 184 2622.824236\n",
|
||
" 185 2601.308308\n",
|
||
" ... ...\n",
|
||
" 1922 3638.065051\n",
|
||
" 1923 3629.279845\n",
|
||
" 1924 3654.833033\n",
|
||
" 1925 3679.693249\n",
|
||
" 1926 3693.224046\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2379.825346\n",
|
||
" 182 2381.444166\n",
|
||
" 183 2380.531460\n",
|
||
" 184 2374.149404\n",
|
||
" 185 2371.812068\n",
|
||
" ... ...\n",
|
||
" 1922 3264.778338\n",
|
||
" 1923 3274.400655\n",
|
||
" 1924 3332.289228\n",
|
||
" 1925 3339.096355\n",
|
||
" 1926 3321.580180\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2540.654485\n",
|
||
" 182 2534.953678\n",
|
||
" 183 2527.355456\n",
|
||
" 184 2515.657875\n",
|
||
" 185 2505.721482\n",
|
||
" ... ...\n",
|
||
" 1922 3404.502040\n",
|
||
" 1923 3407.033365\n",
|
||
" 1924 3428.378693\n",
|
||
" 1925 3444.130130\n",
|
||
" 1926 3451.412274\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2651.810144\n",
|
||
" 182 2626.107951\n",
|
||
" 183 2617.495932\n",
|
||
" 184 2645.807172\n",
|
||
" 185 2643.764598\n",
|
||
" ... ...\n",
|
||
" 1922 3699.759342\n",
|
||
" 1923 3650.298905\n",
|
||
" 1924 3616.312794\n",
|
||
" 1925 3629.914829\n",
|
||
" 1926 3654.819938\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2728.764415\n",
|
||
" 182 2716.414642\n",
|
||
" 183 2709.340342\n",
|
||
" 184 2713.663678\n",
|
||
" 185 2723.054508\n",
|
||
" ... ...\n",
|
||
" 1922 3804.342375\n",
|
||
" 1923 3851.362138\n",
|
||
" 1924 3753.682372\n",
|
||
" 1925 3756.770251\n",
|
||
" 1926 3799.032800\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2710.642579\n",
|
||
" 182 2677.608650\n",
|
||
" 183 2655.759979\n",
|
||
" 184 2658.077016\n",
|
||
" 185 2664.953318\n",
|
||
" ... ...\n",
|
||
" 1922 3551.975926\n",
|
||
" 1923 3582.034425\n",
|
||
" 1924 3590.867758\n",
|
||
" 1925 3603.903224\n",
|
||
" 1926 3610.979281\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2467.741261\n",
|
||
" 182 2449.355793\n",
|
||
" 183 2435.403162\n",
|
||
" 184 2431.027658\n",
|
||
" 185 2417.280690\n",
|
||
" ... ...\n",
|
||
" 1922 3285.960308\n",
|
||
" 1923 3274.718036\n",
|
||
" 1924 3311.714722\n",
|
||
" 1925 3287.824633\n",
|
||
" 1926 3241.080187\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2309.272860\n",
|
||
" 182 2292.202729\n",
|
||
" 183 2284.627632\n",
|
||
" 184 2297.566518\n",
|
||
" 185 2283.175187\n",
|
||
" ... ...\n",
|
||
" 1922 2913.472165\n",
|
||
" 1923 2915.792800\n",
|
||
" 1924 2959.009341\n",
|
||
" 1925 2962.339723\n",
|
||
" 1926 2943.269218\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2122.385998\n",
|
||
" 182 2137.317253\n",
|
||
" 183 2147.605305\n",
|
||
" 184 2147.861731\n",
|
||
" 185 2143.814518\n",
|
||
" ... ...\n",
|
||
" 1922 2853.520343\n",
|
||
" 1923 2857.450221\n",
|
||
" 1924 2832.760038\n",
|
||
" 1925 2843.761176\n",
|
||
" 1926 2868.058928\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2439.680458\n",
|
||
" 182 2407.281368\n",
|
||
" 183 2380.794006\n",
|
||
" 184 2367.078911\n",
|
||
" 185 2364.996781\n",
|
||
" ... ...\n",
|
||
" 1922 3168.816541\n",
|
||
" 1923 3095.232185\n",
|
||
" 1924 3168.765960\n",
|
||
" 1925 3208.021637\n",
|
||
" 1926 3224.036182\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2540.035598\n",
|
||
" 182 2537.003433\n",
|
||
" 183 2541.776412\n",
|
||
" 184 2563.412375\n",
|
||
" 185 2568.865760\n",
|
||
" ... ...\n",
|
||
" 1922 3398.893583\n",
|
||
" 1923 3390.772007\n",
|
||
" 1924 3381.821724\n",
|
||
" 1925 3388.268121\n",
|
||
" 1926 3401.602493\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2527.475056\n",
|
||
" 182 2495.086310\n",
|
||
" 183 2485.906083\n",
|
||
" 184 2526.867776\n",
|
||
" 185 2549.133396\n",
|
||
" ... ...\n",
|
||
" 1922 3423.124757\n",
|
||
" 1923 3412.515154\n",
|
||
" 1924 3392.077180\n",
|
||
" 1925 3375.133353\n",
|
||
" 1926 3351.498997\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2615.134088\n",
|
||
" 182 2633.459894\n",
|
||
" 183 2635.118663\n",
|
||
" 184 2600.768361\n",
|
||
" 185 2588.664690\n",
|
||
" ... ...\n",
|
||
" 1922 3517.489830\n",
|
||
" 1923 3508.275518\n",
|
||
" 1924 3437.709703\n",
|
||
" 1925 3446.920116\n",
|
||
" 1926 3494.481314\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2586.804669\n",
|
||
" 182 2564.430553\n",
|
||
" 183 2539.739967\n",
|
||
" 184 2510.044654\n",
|
||
" 185 2502.853576\n",
|
||
" ... ...\n",
|
||
" 1922 3456.921849\n",
|
||
" 1923 3387.540704\n",
|
||
" 1924 3378.589946\n",
|
||
" 1925 3405.334950\n",
|
||
" 1926 3452.183668\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2432.223512\n",
|
||
" 182 2380.475912\n",
|
||
" 183 2362.908730\n",
|
||
" 184 2419.188215\n",
|
||
" 185 2438.051476\n",
|
||
" ... ...\n",
|
||
" 1922 3138.322097\n",
|
||
" 1923 3170.881164\n",
|
||
" 1924 3146.232805\n",
|
||
" 1925 3177.574636\n",
|
||
" 1926 3222.052793\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2381.062909\n",
|
||
" 182 2377.344569\n",
|
||
" 183 2374.048718\n",
|
||
" 184 2371.665654\n",
|
||
" 185 2354.596486\n",
|
||
" ... ...\n",
|
||
" 1922 3119.318821\n",
|
||
" 1923 3106.015539\n",
|
||
" 1924 3028.083879\n",
|
||
" 1925 3013.827479\n",
|
||
" 1926 3036.166570\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2198.903993\n",
|
||
" 182 2199.833988\n",
|
||
" 183 2205.615311\n",
|
||
" 184 2221.877912\n",
|
||
" 185 2224.737824\n",
|
||
" ... ...\n",
|
||
" 1922 2935.797208\n",
|
||
" 1923 2954.749623\n",
|
||
" 1924 2954.098108\n",
|
||
" 1925 2900.949174\n",
|
||
" 1926 2838.856366\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 1991.938757\n",
|
||
" 182 1986.172423\n",
|
||
" 183 1978.508654\n",
|
||
" 184 1966.745486\n",
|
||
" 185 1956.237124\n",
|
||
" ... ...\n",
|
||
" 1922 2568.173585\n",
|
||
" 1923 2589.317379\n",
|
||
" 1924 2549.967158\n",
|
||
" 1925 2533.004872\n",
|
||
" 1926 2525.617604\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2128.337192\n",
|
||
" 182 2141.267564\n",
|
||
" 183 2145.547389\n",
|
||
" 184 2131.137736\n",
|
||
" 185 2121.777889\n",
|
||
" ... ...\n",
|
||
" 1922 2686.407240\n",
|
||
" 1923 2691.795194\n",
|
||
" 1924 2707.822341\n",
|
||
" 1925 2697.955247\n",
|
||
" 1926 2674.385384\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2207.208570\n",
|
||
" 182 2215.478247\n",
|
||
" 183 2224.801195\n",
|
||
" 184 2236.399733\n",
|
||
" 185 2231.553063\n",
|
||
" ... ...\n",
|
||
" 1922 2864.628353\n",
|
||
" 1923 2888.569653\n",
|
||
" 1924 2873.285089\n",
|
||
" 1925 2900.693989\n",
|
||
" 1926 2942.663221\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2339.222387\n",
|
||
" 182 2379.531416\n",
|
||
" 183 2401.271230\n",
|
||
" 184 2382.892323\n",
|
||
" 185 2355.128747\n",
|
||
" ... ...\n",
|
||
" 1922 3037.459061\n",
|
||
" 1923 3063.283551\n",
|
||
" 1924 3049.066695\n",
|
||
" 1925 3039.745683\n",
|
||
" 1926 3034.201261\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2297.753199\n",
|
||
" 182 2306.700979\n",
|
||
" 183 2305.100406\n",
|
||
" 184 2280.710159\n",
|
||
" 185 2270.980883\n",
|
||
" ... ...\n",
|
||
" 1922 2887.443888\n",
|
||
" 1923 2906.551883\n",
|
||
" 1924 2951.856492\n",
|
||
" 1925 2971.974740\n",
|
||
" 1926 2973.335127\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2126.731185\n",
|
||
" 182 2092.293120\n",
|
||
" 183 2071.571808\n",
|
||
" 184 2080.485493\n",
|
||
" 185 2078.774387\n",
|
||
" ... ...\n",
|
||
" 1922 2733.889264\n",
|
||
" 1923 2748.463366\n",
|
||
" 1924 2735.249351\n",
|
||
" 1925 2728.331186\n",
|
||
" 1926 2726.013137\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2017.324092\n",
|
||
" 182 1984.207293\n",
|
||
" 183 1966.283560\n",
|
||
" 184 1981.184392\n",
|
||
" 185 1974.579746\n",
|
||
" ... ...\n",
|
||
" 1922 2524.666451\n",
|
||
" 1923 2538.945772\n",
|
||
" 1924 2513.168625\n",
|
||
" 1925 2522.382532\n",
|
||
" 1926 2543.267626\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 1929.569227\n",
|
||
" 182 1932.468508\n",
|
||
" 183 1925.664252\n",
|
||
" 184 1897.895540\n",
|
||
" 185 1893.645560\n",
|
||
" ... ...\n",
|
||
" 1922 2384.616459\n",
|
||
" 1923 2366.088292\n",
|
||
" 1924 2392.518059\n",
|
||
" 1925 2429.454583\n",
|
||
" 1926 2458.157820\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2074.347091\n",
|
||
" 182 2062.586118\n",
|
||
" 183 2058.631796\n",
|
||
" 184 2071.543716\n",
|
||
" 185 2065.986367\n",
|
||
" ... ...\n",
|
||
" 1922 2662.902036\n",
|
||
" 1923 2665.674195\n",
|
||
" 1924 2635.735591\n",
|
||
" 1925 2645.686527\n",
|
||
" 1926 2666.891777\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2226.514238\n",
|
||
" 182 2244.793627\n",
|
||
" 183 2249.148112\n",
|
||
" 184 2223.417895\n",
|
||
" 185 2207.790323\n",
|
||
" ... ...\n",
|
||
" 1922 2904.505642\n",
|
||
" 1923 2886.094475\n",
|
||
" 1924 2799.776924\n",
|
||
" 1925 2835.229117\n",
|
||
" 1926 2911.091378\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2251.509658\n",
|
||
" 182 2235.766975\n",
|
||
" 183 2236.058091\n",
|
||
" 184 2270.990173\n",
|
||
" 185 2287.980047\n",
|
||
" ... ...\n",
|
||
" 1922 2774.528824\n",
|
||
" 1923 2782.314641\n",
|
||
" 1924 2843.271554\n",
|
||
" 1925 2874.146791\n",
|
||
" 1926 2884.496731\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2384.789209\n",
|
||
" 182 2334.370191\n",
|
||
" 183 2305.897148\n",
|
||
" 184 2324.838302\n",
|
||
" 185 2325.569008\n",
|
||
" ... ...\n",
|
||
" 1922 2946.633439\n",
|
||
" 1923 2940.118028\n",
|
||
" 1924 2961.401172\n",
|
||
" 1925 2981.290231\n",
|
||
" 1926 2993.501297\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2235.236887\n",
|
||
" 182 2206.148972\n",
|
||
" 183 2187.823833\n",
|
||
" 184 2192.751630\n",
|
||
" 185 2203.506965\n",
|
||
" ... ...\n",
|
||
" 1922 2820.105504\n",
|
||
" 1923 2787.569983\n",
|
||
" 1924 2805.699087\n",
|
||
" 1925 2837.832373\n",
|
||
" 1926 2868.077233\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2154.637973\n",
|
||
" 182 2102.857073\n",
|
||
" 183 2075.131770\n",
|
||
" 184 2099.378493\n",
|
||
" 185 2104.153897\n",
|
||
" ... ...\n",
|
||
" 1922 2638.725498\n",
|
||
" 1923 2630.704735\n",
|
||
" 1924 2573.601830\n",
|
||
" 1925 2607.478373\n",
|
||
" 1926 2671.483285\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2122.225022\n",
|
||
" 182 2121.144296\n",
|
||
" 183 2116.688824\n",
|
||
" 184 2104.942226\n",
|
||
" 185 2096.728929\n",
|
||
" ... ...\n",
|
||
" 1922 2652.592598\n",
|
||
" 1923 2644.323294\n",
|
||
" 1924 2642.585920\n",
|
||
" 1925 2675.846261\n",
|
||
" 1926 2714.479125\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 1954.221532\n",
|
||
" 182 1937.109021\n",
|
||
" 183 1922.108802\n",
|
||
" 184 1911.672184\n",
|
||
" 185 1903.504266\n",
|
||
" ... ...\n",
|
||
" 1922 2373.943644\n",
|
||
" 1923 2371.388070\n",
|
||
" 1924 2399.907798\n",
|
||
" 1925 2387.837401\n",
|
||
" 1926 2357.913955\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 1873.125350\n",
|
||
" 182 1815.973613\n",
|
||
" 183 1778.026863\n",
|
||
" 184 1781.572415\n",
|
||
" 185 1797.779799\n",
|
||
" ... ...\n",
|
||
" 1922 2308.383366\n",
|
||
" 1923 2309.693067\n",
|
||
" 1924 2299.554336\n",
|
||
" 1925 2302.712119\n",
|
||
" 1926 2301.712773\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 1955.720324\n",
|
||
" 182 1975.301680\n",
|
||
" 183 1981.168848\n",
|
||
" 184 1957.406562\n",
|
||
" 185 1953.369217\n",
|
||
" ... ...\n",
|
||
" 1922 2417.850457\n",
|
||
" 1923 2374.212880\n",
|
||
" 1924 2333.789426\n",
|
||
" 1925 2373.150659\n",
|
||
" 1926 2439.956735\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 1964.246626\n",
|
||
" 182 1997.172204\n",
|
||
" 183 2015.537549\n",
|
||
" 184 2002.445563\n",
|
||
" 185 1987.062705\n",
|
||
" ... ...\n",
|
||
" 1922 2541.728205\n",
|
||
" 1923 2540.229722\n",
|
||
" 1924 2483.114823\n",
|
||
" 1925 2454.682651\n",
|
||
" 1926 2444.842182\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2105.966140\n",
|
||
" 182 2060.851108\n",
|
||
" 183 2025.446877\n",
|
||
" 184 2011.022797\n",
|
||
" 185 2005.699264\n",
|
||
" ... ...\n",
|
||
" 1922 2571.005402\n",
|
||
" 1923 2552.445033\n",
|
||
" 1924 2499.510217\n",
|
||
" 1925 2517.256929\n",
|
||
" 1926 2555.903599\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2210.974317\n",
|
||
" 182 2208.570054\n",
|
||
" 183 2208.275506\n",
|
||
" 184 2212.538988\n",
|
||
" 185 2201.869472\n",
|
||
" ... ...\n",
|
||
" 1922 2604.166677\n",
|
||
" 1923 2583.337951\n",
|
||
" 1924 2538.763929\n",
|
||
" 1925 2569.773730\n",
|
||
" 1926 2623.326773\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 1938.546209\n",
|
||
" 182 1951.453940\n",
|
||
" 183 1949.804892\n",
|
||
" 184 1916.705976\n",
|
||
" 185 1903.323204\n",
|
||
" ... ...\n",
|
||
" 1922 2347.625499\n",
|
||
" 1923 2312.576561\n",
|
||
" 1924 2330.642533\n",
|
||
" 1925 2339.613807\n",
|
||
" 1926 2340.723084\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 1894.609357\n",
|
||
" 182 1871.485241\n",
|
||
" 183 1861.443113\n",
|
||
" 184 1879.664573\n",
|
||
" 185 1884.738308\n",
|
||
" ... ...\n",
|
||
" 1922 2301.104922\n",
|
||
" 1923 2296.889284\n",
|
||
" 1924 2257.500237\n",
|
||
" 1925 2281.096969\n",
|
||
" 1926 2325.019860\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 1779.223004\n",
|
||
" 182 1820.799502\n",
|
||
" 183 1839.798738\n",
|
||
" 184 1810.019883\n",
|
||
" 185 1795.403224\n",
|
||
" ... ...\n",
|
||
" 1922 2243.603449\n",
|
||
" 1923 2250.549751\n",
|
||
" 1924 2198.619353\n",
|
||
" 1925 2219.470758\n",
|
||
" 1926 2264.704566\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 1955.290871\n",
|
||
" 182 1932.174009\n",
|
||
" 183 1913.701725\n",
|
||
" 184 1905.264036\n",
|
||
" 185 1896.818382\n",
|
||
" ... ...\n",
|
||
" 1922 2271.465132\n",
|
||
" 1923 2258.551187\n",
|
||
" 1924 2280.788402\n",
|
||
" 1925 2298.831733\n",
|
||
" 1926 2308.985844\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2026.132972\n",
|
||
" 182 2002.357431\n",
|
||
" 183 1987.867154\n",
|
||
" 184 1993.437656\n",
|
||
" 185 2007.114861\n",
|
||
" ... ...\n",
|
||
" 1922 2424.274911\n",
|
||
" 1923 2460.686071\n",
|
||
" 1924 2439.077011\n",
|
||
" 1925 2462.259575\n",
|
||
" 1926 2499.372053\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2046.669046\n",
|
||
" 182 2042.910721\n",
|
||
" 183 2038.309314\n",
|
||
" 184 2031.886431\n",
|
||
" 185 2023.938463\n",
|
||
" ... ...\n",
|
||
" 1922 2497.695063\n",
|
||
" 1923 2471.708332\n",
|
||
" 1924 2463.680555\n",
|
||
" 1925 2466.849758\n",
|
||
" 1926 2474.209916\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 1959.593605\n",
|
||
" 182 1979.175402\n",
|
||
" 183 1994.535131\n",
|
||
" 184 2000.773097\n",
|
||
" 185 2001.953497\n",
|
||
" ... ...\n",
|
||
" 1922 2455.911644\n",
|
||
" 1923 2487.547158\n",
|
||
" 1924 2500.413319\n",
|
||
" 1925 2504.883463\n",
|
||
" 1926 2502.218788\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 13415.514602\n",
|
||
" 182 13445.775690\n",
|
||
" 183 13453.368214\n",
|
||
" 184 13386.910095\n",
|
||
" 185 13331.014384\n",
|
||
" ... ...\n",
|
||
" 1922 34921.735881\n",
|
||
" 1923 35015.831974\n",
|
||
" 1924 34572.352175\n",
|
||
" 1925 34618.093725\n",
|
||
" 1926 34952.542032\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 11829.528738\n",
|
||
" 182 11788.951621\n",
|
||
" 183 11751.175871\n",
|
||
" 184 11722.551251\n",
|
||
" 185 11669.587982\n",
|
||
" ... ...\n",
|
||
" 1922 27066.340932\n",
|
||
" 1923 27124.336224\n",
|
||
" 1924 27018.260466\n",
|
||
" 1925 27089.352469\n",
|
||
" 1926 27254.262113\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 11185.734147\n",
|
||
" 182 11230.391909\n",
|
||
" 183 11247.224596\n",
|
||
" 184 11173.162037\n",
|
||
" 185 11103.477565\n",
|
||
" ... ...\n",
|
||
" 1922 25048.395352\n",
|
||
" 1923 25058.023623\n",
|
||
" 1924 24973.609481\n",
|
||
" 1925 25101.050793\n",
|
||
" 1926 25329.548750\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 11793.284904\n",
|
||
" 182 11774.698210\n",
|
||
" 183 11724.667171\n",
|
||
" 184 11571.917938\n",
|
||
" 185 11463.030079\n",
|
||
" ... ...\n",
|
||
" 1922 24691.427704\n",
|
||
" 1923 24750.108742\n",
|
||
" 1924 24508.962278\n",
|
||
" 1925 24514.944185\n",
|
||
" 1926 24671.317661\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 11739.799246\n",
|
||
" 182 11740.534629\n",
|
||
" 183 11719.529600\n",
|
||
" 184 11627.505892\n",
|
||
" 185 11546.639384\n",
|
||
" ... ...\n",
|
||
" 1922 23955.040888\n",
|
||
" 1923 23894.125797\n",
|
||
" 1924 23848.209130\n",
|
||
" 1925 23932.180232\n",
|
||
" 1926 24086.921329\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 12114.593261\n",
|
||
" 182 12192.687012\n",
|
||
" 183 12236.085362\n",
|
||
" 184 12166.145407\n",
|
||
" 185 12082.432528\n",
|
||
" ... ...\n",
|
||
" 1922 24286.214176\n",
|
||
" 1923 24388.569949\n",
|
||
" 1924 24214.230302\n",
|
||
" 1925 24183.620430\n",
|
||
" 1926 24235.949145\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 11155.212025\n",
|
||
" 182 11089.894484\n",
|
||
" 183 11037.379751\n",
|
||
" 184 11026.687522\n",
|
||
" 185 10978.494190\n",
|
||
" ... ...\n",
|
||
" 1922 20487.064713\n",
|
||
" 1923 20490.597429\n",
|
||
" 1924 20534.063338\n",
|
||
" 1925 20516.373721\n",
|
||
" 1926 20456.458828\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 10179.854240\n",
|
||
" 182 10141.080047\n",
|
||
" 183 10096.036199\n",
|
||
" 184 10030.511481\n",
|
||
" 185 9977.144930\n",
|
||
" ... ...\n",
|
||
" 1922 18403.556876\n",
|
||
" 1923 18390.849538\n",
|
||
" 1924 18416.277568\n",
|
||
" 1925 18432.883749\n",
|
||
" 1926 18426.215314\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 8488.853626\n",
|
||
" 182 8399.223586\n",
|
||
" 183 8338.654358\n",
|
||
" 184 8373.017121\n",
|
||
" 185 8385.044528\n",
|
||
" ... ...\n",
|
||
" 1922 15347.665103\n",
|
||
" 1923 15370.823286\n",
|
||
" 1924 15307.057504\n",
|
||
" 1925 15294.983399\n",
|
||
" 1926 15307.994529\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 8721.327093\n",
|
||
" 182 8752.360864\n",
|
||
" 183 8759.162255\n",
|
||
" 184 8686.804540\n",
|
||
" 185 8616.431272\n",
|
||
" ... ...\n",
|
||
" 1922 15478.891273\n",
|
||
" 1923 15464.624700\n",
|
||
" 1924 15605.615862\n",
|
||
" 1925 15623.047410\n",
|
||
" 1926 15552.026641\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 8801.892113\n",
|
||
" 182 8738.292819\n",
|
||
" 183 8681.866417\n",
|
||
" 184 8648.871465\n",
|
||
" 185 8625.246624\n",
|
||
" ... ...\n",
|
||
" 1922 15249.212289\n",
|
||
" 1923 15097.625586\n",
|
||
" 1924 15032.778995\n",
|
||
" 1925 15097.185795\n",
|
||
" 1926 15228.106366\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 8623.402171\n",
|
||
" 182 8663.088663\n",
|
||
" 183 8685.896888\n",
|
||
" 184 8653.569443\n",
|
||
" 185 8616.051408\n",
|
||
" ... ...\n",
|
||
" 1922 14941.387638\n",
|
||
" 1923 14845.274158\n",
|
||
" 1924 14778.305093\n",
|
||
" 1925 14761.765809\n",
|
||
" 1926 14771.439650\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 8188.334823\n",
|
||
" 182 8220.637998\n",
|
||
" 183 8227.457873\n",
|
||
" 184 8151.032297\n",
|
||
" 185 8077.588217\n",
|
||
" ... ...\n",
|
||
" 1922 14215.118960\n",
|
||
" 1923 14196.268288\n",
|
||
" 1924 14207.558692\n",
|
||
" 1925 14270.559444\n",
|
||
" 1926 14355.469923\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 8764.691816\n",
|
||
" 182 8755.074880\n",
|
||
" 183 8722.619009\n",
|
||
" 184 8615.555948\n",
|
||
" 185 8539.594669\n",
|
||
" ... ...\n",
|
||
" 1922 14260.879701\n",
|
||
" 1923 14184.416836\n",
|
||
" 1924 14095.422518\n",
|
||
" 1925 14209.454183\n",
|
||
" 1926 14427.168478\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 7817.757073\n",
|
||
" 182 7774.701629\n",
|
||
" 183 7741.172239\n",
|
||
" 184 7738.761291\n",
|
||
" 185 7737.945649\n",
|
||
" ... ...\n",
|
||
" 1922 13089.855577\n",
|
||
" 1923 13086.045114\n",
|
||
" 1924 13127.481351\n",
|
||
" 1925 13150.641036\n",
|
||
" 1926 13154.297070\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 7345.780297\n",
|
||
" 182 7335.993502\n",
|
||
" 183 7308.842079\n",
|
||
" 184 7224.966202\n",
|
||
" 185 7156.836538\n",
|
||
" ... ...\n",
|
||
" 1922 11627.188025\n",
|
||
" 1923 11585.713805\n",
|
||
" 1924 11566.362796\n",
|
||
" 1925 11584.211460\n",
|
||
" 1926 11618.007850\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 8802.530329\n",
|
||
" 182 8810.246559\n",
|
||
" 183 8802.324636\n",
|
||
" 184 8743.318080\n",
|
||
" 185 8668.545560\n",
|
||
" ... ...\n",
|
||
" 1922 14785.135383\n",
|
||
" 1923 14834.551170\n",
|
||
" 1924 14857.417331\n",
|
||
" 1925 14885.963935\n",
|
||
" 1926 14910.318397\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 10437.293229\n",
|
||
" 182 10416.544741\n",
|
||
" 183 10379.053638\n",
|
||
" 184 10286.869990\n",
|
||
" 185 10214.420599\n",
|
||
" ... ...\n",
|
||
" 1922 15636.774237\n",
|
||
" 1923 15634.706636\n",
|
||
" 1924 15520.834161\n",
|
||
" 1925 15543.770458\n",
|
||
" 1926 15640.902852\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 9615.395516\n",
|
||
" 182 9552.560334\n",
|
||
" 183 9500.808220\n",
|
||
" 184 9485.260795\n",
|
||
" 185 9451.161006\n",
|
||
" ... ...\n",
|
||
" 1922 14968.400697\n",
|
||
" 1923 15034.100944\n",
|
||
" 1924 14976.558015\n",
|
||
" 1925 15044.486976\n",
|
||
" 1926 15174.374454\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 9215.875031\n",
|
||
" 182 9149.659306\n",
|
||
" 183 9101.407510\n",
|
||
" 184 9111.837882\n",
|
||
" 185 9117.881574\n",
|
||
" ... ...\n",
|
||
" 1922 14381.580655\n",
|
||
" 1923 14477.447817\n",
|
||
" 1924 14285.075342\n",
|
||
" 1925 14305.792785\n",
|
||
" 1926 14451.953750\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 7019.458886\n",
|
||
" 182 7071.617405\n",
|
||
" 183 7094.232886\n",
|
||
" 184 7020.341114\n",
|
||
" 185 6971.172835\n",
|
||
" ... ...\n",
|
||
" 1922 11029.427806\n",
|
||
" 1923 11029.335032\n",
|
||
" 1924 11038.114704\n",
|
||
" 1925 11050.680067\n",
|
||
" 1926 11059.553555\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 7677.885317\n",
|
||
" 182 7737.453865\n",
|
||
" 183 7762.320564\n",
|
||
" 184 7673.827885\n",
|
||
" 185 7607.264085\n",
|
||
" ... ...\n",
|
||
" 1922 12073.952604\n",
|
||
" 1923 12148.576396\n",
|
||
" 1924 12058.266421\n",
|
||
" 1925 12031.623193\n",
|
||
" 1926 12043.519844\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 8190.852015\n",
|
||
" 182 8155.172832\n",
|
||
" 183 8114.319856\n",
|
||
" 184 8056.565823\n",
|
||
" 185 8009.774345\n",
|
||
" ... ...\n",
|
||
" 1922 12392.193690\n",
|
||
" 1923 12452.899807\n",
|
||
" 1924 12452.467357\n",
|
||
" 1925 12505.003724\n",
|
||
" 1926 12574.194142\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 7715.388877\n",
|
||
" 182 7760.299159\n",
|
||
" 183 7772.066526\n",
|
||
" 184 7675.567037\n",
|
||
" 185 7600.995370\n",
|
||
" ... ...\n",
|
||
" 1922 12042.823040\n",
|
||
" 1923 11983.540910\n",
|
||
" 1924 12063.481567\n",
|
||
" 1925 12111.281948\n",
|
||
" 1926 12132.017460\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 7981.936654\n",
|
||
" 182 8000.218659\n",
|
||
" 183 8003.179029\n",
|
||
" 184 7956.088719\n",
|
||
" 185 7924.949145\n",
|
||
" ... ...\n",
|
||
" 1922 12368.691191\n",
|
||
" 1923 12421.168244\n",
|
||
" 1924 12360.144255\n",
|
||
" 1925 12328.111512\n",
|
||
" 1926 12311.836016\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 7573.907648\n",
|
||
" 182 7546.819191\n",
|
||
" 183 7513.465025\n",
|
||
" 184 7459.642879\n",
|
||
" 185 7430.148150\n",
|
||
" ... ...\n",
|
||
" 1922 11467.618705\n",
|
||
" 1923 11470.129556\n",
|
||
" 1924 11466.432586\n",
|
||
" 1925 11549.755461\n",
|
||
" 1926 11673.234298\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 7082.883498\n",
|
||
" 182 6985.753961\n",
|
||
" 183 6893.908830\n",
|
||
" 184 6819.326091\n",
|
||
" 185 6765.477369\n",
|
||
" ... ...\n",
|
||
" 1922 11109.582606\n",
|
||
" 1923 11062.589822\n",
|
||
" 1924 11077.641590\n",
|
||
" 1925 11095.850005\n",
|
||
" 1926 11108.946876\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 6745.084634\n",
|
||
" 182 6620.588414\n",
|
||
" 183 6532.179382\n",
|
||
" 184 6561.655162\n",
|
||
" 185 6573.581960\n",
|
||
" ... ...\n",
|
||
" 1922 10331.155579\n",
|
||
" 1923 10313.027869\n",
|
||
" 1924 10231.875723\n",
|
||
" 1925 10251.596475\n",
|
||
" 1926 10332.715820\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 7852.938583\n",
|
||
" 182 7789.226133\n",
|
||
" 183 7729.871034\n",
|
||
" 184 7684.749948\n",
|
||
" 185 7635.234416\n",
|
||
" ... ...\n",
|
||
" 1922 11605.911636\n",
|
||
" 1923 11624.620016\n",
|
||
" 1924 11498.723551\n",
|
||
" 1925 11534.855892\n",
|
||
" 1926 11661.783201\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 7867.097396\n",
|
||
" 182 7758.064634\n",
|
||
" 183 7677.773193\n",
|
||
" 184 7691.370064\n",
|
||
" 185 7687.216447\n",
|
||
" ... ...\n",
|
||
" 1922 11866.991833\n",
|
||
" 1923 11849.036479\n",
|
||
" 1924 11797.337616\n",
|
||
" 1925 11852.194760\n",
|
||
" 1926 11960.986837\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 7707.630391\n",
|
||
" 182 7699.886187\n",
|
||
" 183 7697.770000\n",
|
||
" 184 7714.038667\n",
|
||
" 185 7716.546396\n",
|
||
" ... ...\n",
|
||
" 1922 11667.464633\n",
|
||
" 1923 11626.796116\n",
|
||
" 1924 11483.142076\n",
|
||
" 1925 11480.071829\n",
|
||
" 1926 11559.271365\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 7766.887483\n",
|
||
" 182 7818.468632\n",
|
||
" 183 7837.534882\n",
|
||
" 184 7750.385796\n",
|
||
" 185 7696.335829\n",
|
||
" ... ...\n",
|
||
" 1922 11876.436516\n",
|
||
" 1923 11805.820802\n",
|
||
" 1924 11810.525348\n",
|
||
" 1925 11892.162181\n",
|
||
" 1926 12006.378400\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 6478.571297\n",
|
||
" 182 6456.017366\n",
|
||
" 183 6431.578784\n",
|
||
" 184 6400.983680\n",
|
||
" 185 6379.759216\n",
|
||
" ... ...\n",
|
||
" 1922 9827.251078\n",
|
||
" 1923 9828.501097\n",
|
||
" 1924 9823.540870\n",
|
||
" 1925 9852.630908\n",
|
||
" 1926 9899.281991\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 6640.759829\n",
|
||
" 182 6622.890877\n",
|
||
" 183 6616.746264\n",
|
||
" 184 6648.901156\n",
|
||
" 185 6661.712364\n",
|
||
" ... ...\n",
|
||
" 1922 10472.430839\n",
|
||
" 1923 10435.592356\n",
|
||
" 1924 10406.687053\n",
|
||
" 1925 10438.310518\n",
|
||
" 1926 10491.570079\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 6864.992227\n",
|
||
" 182 6807.160070\n",
|
||
" 183 6762.602600\n",
|
||
" 184 6761.409108\n",
|
||
" 185 6753.034699\n",
|
||
" ... ...\n",
|
||
" 1922 10341.793506\n",
|
||
" 1923 10281.320651\n",
|
||
" 1924 10171.959540\n",
|
||
" 1925 10207.605340\n",
|
||
" 1926 10324.648828\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 7078.130513\n",
|
||
" 182 7133.628497\n",
|
||
" 183 7153.953972\n",
|
||
" 184 7059.382585\n",
|
||
" 185 6980.555905\n",
|
||
" ... ...\n",
|
||
" 1922 10380.968077\n",
|
||
" 1923 10384.115231\n",
|
||
" 1924 10302.972554\n",
|
||
" 1925 10337.206211\n",
|
||
" 1926 10441.004883\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 13415.514602\n",
|
||
" 182 13445.775690\n",
|
||
" 183 13453.368214\n",
|
||
" 184 13386.910095\n",
|
||
" 185 13331.014384\n",
|
||
" ... ...\n",
|
||
" 1922 34921.735881\n",
|
||
" 1923 35015.831974\n",
|
||
" 1924 34572.352175\n",
|
||
" 1925 34618.093725\n",
|
||
" 1926 34952.542032\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 11829.528738\n",
|
||
" 182 11788.951621\n",
|
||
" 183 11751.175871\n",
|
||
" 184 11722.551251\n",
|
||
" 185 11669.587982\n",
|
||
" ... ...\n",
|
||
" 1922 27066.340932\n",
|
||
" 1923 27124.336224\n",
|
||
" 1924 27018.260466\n",
|
||
" 1925 27089.352469\n",
|
||
" 1926 27254.262113\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 11185.734147\n",
|
||
" 182 11230.391909\n",
|
||
" 183 11247.224596\n",
|
||
" 184 11173.162037\n",
|
||
" 185 11103.477565\n",
|
||
" ... ...\n",
|
||
" 1922 25048.395352\n",
|
||
" 1923 25058.023623\n",
|
||
" 1924 24973.609481\n",
|
||
" 1925 25101.050793\n",
|
||
" 1926 25329.548750\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 11793.284904\n",
|
||
" 182 11774.698210\n",
|
||
" 183 11724.667171\n",
|
||
" 184 11571.917938\n",
|
||
" 185 11463.030079\n",
|
||
" ... ...\n",
|
||
" 1922 24691.427704\n",
|
||
" 1923 24750.108742\n",
|
||
" 1924 24508.962278\n",
|
||
" 1925 24514.944185\n",
|
||
" 1926 24671.317661\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 11739.799246\n",
|
||
" 182 11740.534629\n",
|
||
" 183 11719.529600\n",
|
||
" 184 11627.505892\n",
|
||
" 185 11546.639384\n",
|
||
" ... ...\n",
|
||
" 1922 23955.040888\n",
|
||
" 1923 23894.125797\n",
|
||
" 1924 23848.209130\n",
|
||
" 1925 23932.180232\n",
|
||
" 1926 24086.921329\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 12114.593261\n",
|
||
" 182 12192.687012\n",
|
||
" 183 12236.085362\n",
|
||
" 184 12166.145407\n",
|
||
" 185 12082.432528\n",
|
||
" ... ...\n",
|
||
" 1922 24286.214176\n",
|
||
" 1923 24388.569949\n",
|
||
" 1924 24214.230302\n",
|
||
" 1925 24183.620430\n",
|
||
" 1926 24235.949145\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 11155.212025\n",
|
||
" 182 11089.894484\n",
|
||
" 183 11037.379751\n",
|
||
" 184 11026.687522\n",
|
||
" 185 10978.494190\n",
|
||
" ... ...\n",
|
||
" 1922 20487.064713\n",
|
||
" 1923 20490.597429\n",
|
||
" 1924 20534.063338\n",
|
||
" 1925 20516.373721\n",
|
||
" 1926 20456.458828\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 10179.854240\n",
|
||
" 182 10141.080047\n",
|
||
" 183 10096.036199\n",
|
||
" 184 10030.511481\n",
|
||
" 185 9977.144930\n",
|
||
" ... ...\n",
|
||
" 1922 18403.556876\n",
|
||
" 1923 18390.849538\n",
|
||
" 1924 18416.277568\n",
|
||
" 1925 18432.883749\n",
|
||
" 1926 18426.215314\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 8488.853626\n",
|
||
" 182 8399.223586\n",
|
||
" 183 8338.654358\n",
|
||
" 184 8373.017121\n",
|
||
" 185 8385.044528\n",
|
||
" ... ...\n",
|
||
" 1922 15347.665103\n",
|
||
" 1923 15370.823286\n",
|
||
" 1924 15307.057504\n",
|
||
" 1925 15294.983399\n",
|
||
" 1926 15307.994529\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 8721.327093\n",
|
||
" 182 8752.360864\n",
|
||
" 183 8759.162255\n",
|
||
" 184 8686.804540\n",
|
||
" 185 8616.431272\n",
|
||
" ... ...\n",
|
||
" 1922 15478.891273\n",
|
||
" 1923 15464.624700\n",
|
||
" 1924 15605.615862\n",
|
||
" 1925 15623.047410\n",
|
||
" 1926 15552.026641\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 8801.892113\n",
|
||
" 182 8738.292819\n",
|
||
" 183 8681.866417\n",
|
||
" 184 8648.871465\n",
|
||
" 185 8625.246624\n",
|
||
" ... ...\n",
|
||
" 1922 15249.212289\n",
|
||
" 1923 15097.625586\n",
|
||
" 1924 15032.778995\n",
|
||
" 1925 15097.185795\n",
|
||
" 1926 15228.106366\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 8623.402171\n",
|
||
" 182 8663.088663\n",
|
||
" 183 8685.896888\n",
|
||
" 184 8653.569443\n",
|
||
" 185 8616.051408\n",
|
||
" ... ...\n",
|
||
" 1922 14941.387638\n",
|
||
" 1923 14845.274158\n",
|
||
" 1924 14778.305093\n",
|
||
" 1925 14761.765809\n",
|
||
" 1926 14771.439650\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 8188.334823\n",
|
||
" 182 8220.637998\n",
|
||
" 183 8227.457873\n",
|
||
" 184 8151.032297\n",
|
||
" 185 8077.588217\n",
|
||
" ... ...\n",
|
||
" 1922 14215.118960\n",
|
||
" 1923 14196.268288\n",
|
||
" 1924 14207.558692\n",
|
||
" 1925 14270.559444\n",
|
||
" 1926 14355.469923\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 8764.691816\n",
|
||
" 182 8755.074880\n",
|
||
" 183 8722.619009\n",
|
||
" 184 8615.555948\n",
|
||
" 185 8539.594669\n",
|
||
" ... ...\n",
|
||
" 1922 14260.879701\n",
|
||
" 1923 14184.416836\n",
|
||
" 1924 14095.422518\n",
|
||
" 1925 14209.454183\n",
|
||
" 1926 14427.168478\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 7817.757073\n",
|
||
" 182 7774.701629\n",
|
||
" 183 7741.172239\n",
|
||
" 184 7738.761291\n",
|
||
" 185 7737.945649\n",
|
||
" ... ...\n",
|
||
" 1922 13089.855577\n",
|
||
" 1923 13086.045114\n",
|
||
" 1924 13127.481351\n",
|
||
" 1925 13150.641036\n",
|
||
" 1926 13154.297070\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 7345.780297\n",
|
||
" 182 7335.993502\n",
|
||
" 183 7308.842079\n",
|
||
" 184 7224.966202\n",
|
||
" 185 7156.836538\n",
|
||
" ... ...\n",
|
||
" 1922 11627.188025\n",
|
||
" 1923 11585.713805\n",
|
||
" 1924 11566.362796\n",
|
||
" 1925 11584.211460\n",
|
||
" 1926 11618.007850\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 8802.530329\n",
|
||
" 182 8810.246559\n",
|
||
" 183 8802.324636\n",
|
||
" 184 8743.318080\n",
|
||
" 185 8668.545560\n",
|
||
" ... ...\n",
|
||
" 1922 14785.135383\n",
|
||
" 1923 14834.551170\n",
|
||
" 1924 14857.417331\n",
|
||
" 1925 14885.963935\n",
|
||
" 1926 14910.318397\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 10437.293229\n",
|
||
" 182 10416.544741\n",
|
||
" 183 10379.053638\n",
|
||
" 184 10286.869990\n",
|
||
" 185 10214.420599\n",
|
||
" ... ...\n",
|
||
" 1922 15636.774237\n",
|
||
" 1923 15634.706636\n",
|
||
" 1924 15520.834161\n",
|
||
" 1925 15543.770458\n",
|
||
" 1926 15640.902852\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 9615.395516\n",
|
||
" 182 9552.560334\n",
|
||
" 183 9500.808220\n",
|
||
" 184 9485.260795\n",
|
||
" 185 9451.161006\n",
|
||
" ... ...\n",
|
||
" 1922 14968.400697\n",
|
||
" 1923 15034.100944\n",
|
||
" 1924 14976.558015\n",
|
||
" 1925 15044.486976\n",
|
||
" 1926 15174.374454\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 9215.875031\n",
|
||
" 182 9149.659306\n",
|
||
" 183 9101.407510\n",
|
||
" 184 9111.837882\n",
|
||
" 185 9117.881574\n",
|
||
" ... ...\n",
|
||
" 1922 14381.580655\n",
|
||
" 1923 14477.447817\n",
|
||
" 1924 14285.075342\n",
|
||
" 1925 14305.792785\n",
|
||
" 1926 14451.953750\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 7019.458886\n",
|
||
" 182 7071.617405\n",
|
||
" 183 7094.232886\n",
|
||
" 184 7020.341114\n",
|
||
" 185 6971.172835\n",
|
||
" ... ...\n",
|
||
" 1922 11029.427806\n",
|
||
" 1923 11029.335032\n",
|
||
" 1924 11038.114704\n",
|
||
" 1925 11050.680067\n",
|
||
" 1926 11059.553555\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 7677.885317\n",
|
||
" 182 7737.453865\n",
|
||
" 183 7762.320564\n",
|
||
" 184 7673.827885\n",
|
||
" 185 7607.264085\n",
|
||
" ... ...\n",
|
||
" 1922 12073.952604\n",
|
||
" 1923 12148.576396\n",
|
||
" 1924 12058.266421\n",
|
||
" 1925 12031.623193\n",
|
||
" 1926 12043.519844\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 8190.852015\n",
|
||
" 182 8155.172832\n",
|
||
" 183 8114.319856\n",
|
||
" 184 8056.565823\n",
|
||
" 185 8009.774345\n",
|
||
" ... ...\n",
|
||
" 1922 12392.193690\n",
|
||
" 1923 12452.899807\n",
|
||
" 1924 12452.467357\n",
|
||
" 1925 12505.003724\n",
|
||
" 1926 12574.194142\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 7715.388877\n",
|
||
" 182 7760.299159\n",
|
||
" 183 7772.066526\n",
|
||
" 184 7675.567037\n",
|
||
" 185 7600.995370\n",
|
||
" ... ...\n",
|
||
" 1922 12042.823040\n",
|
||
" 1923 11983.540910\n",
|
||
" 1924 12063.481567\n",
|
||
" 1925 12111.281948\n",
|
||
" 1926 12132.017460\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 7981.936654\n",
|
||
" 182 8000.218659\n",
|
||
" 183 8003.179029\n",
|
||
" 184 7956.088719\n",
|
||
" 185 7924.949145\n",
|
||
" ... ...\n",
|
||
" 1922 12368.691191\n",
|
||
" 1923 12421.168244\n",
|
||
" 1924 12360.144255\n",
|
||
" 1925 12328.111512\n",
|
||
" 1926 12311.836016\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 7573.907648\n",
|
||
" 182 7546.819191\n",
|
||
" 183 7513.465025\n",
|
||
" 184 7459.642879\n",
|
||
" 185 7430.148150\n",
|
||
" ... ...\n",
|
||
" 1922 11467.618705\n",
|
||
" 1923 11470.129556\n",
|
||
" 1924 11466.432586\n",
|
||
" 1925 11549.755461\n",
|
||
" 1926 11673.234298\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 7082.883498\n",
|
||
" 182 6985.753961\n",
|
||
" 183 6893.908830\n",
|
||
" 184 6819.326091\n",
|
||
" 185 6765.477369\n",
|
||
" ... ...\n",
|
||
" 1922 11109.582606\n",
|
||
" 1923 11062.589822\n",
|
||
" 1924 11077.641590\n",
|
||
" 1925 11095.850005\n",
|
||
" 1926 11108.946876\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 6745.084634\n",
|
||
" 182 6620.588414\n",
|
||
" 183 6532.179382\n",
|
||
" 184 6561.655162\n",
|
||
" 185 6573.581960\n",
|
||
" ... ...\n",
|
||
" 1922 10331.155579\n",
|
||
" 1923 10313.027869\n",
|
||
" 1924 10231.875723\n",
|
||
" 1925 10251.596475\n",
|
||
" 1926 10332.715820\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 7852.938583\n",
|
||
" 182 7789.226133\n",
|
||
" 183 7729.871034\n",
|
||
" 184 7684.749948\n",
|
||
" 185 7635.234416\n",
|
||
" ... ...\n",
|
||
" 1922 11605.911636\n",
|
||
" 1923 11624.620016\n",
|
||
" 1924 11498.723551\n",
|
||
" 1925 11534.855892\n",
|
||
" 1926 11661.783201\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 7867.097396\n",
|
||
" 182 7758.064634\n",
|
||
" 183 7677.773193\n",
|
||
" 184 7691.370064\n",
|
||
" 185 7687.216447\n",
|
||
" ... ...\n",
|
||
" 1922 11866.991833\n",
|
||
" 1923 11849.036479\n",
|
||
" 1924 11797.337616\n",
|
||
" 1925 11852.194760\n",
|
||
" 1926 11960.986837\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 7707.630391\n",
|
||
" 182 7699.886187\n",
|
||
" 183 7697.770000\n",
|
||
" 184 7714.038667\n",
|
||
" 185 7716.546396\n",
|
||
" ... ...\n",
|
||
" 1922 11667.464633\n",
|
||
" 1923 11626.796116\n",
|
||
" 1924 11483.142076\n",
|
||
" 1925 11480.071829\n",
|
||
" 1926 11559.271365\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 7766.887483\n",
|
||
" 182 7818.468632\n",
|
||
" 183 7837.534882\n",
|
||
" 184 7750.385796\n",
|
||
" 185 7696.335829\n",
|
||
" ... ...\n",
|
||
" 1922 11876.436516\n",
|
||
" 1923 11805.820802\n",
|
||
" 1924 11810.525348\n",
|
||
" 1925 11892.162181\n",
|
||
" 1926 12006.378400\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 6478.571297\n",
|
||
" 182 6456.017366\n",
|
||
" 183 6431.578784\n",
|
||
" 184 6400.983680\n",
|
||
" 185 6379.759216\n",
|
||
" ... ...\n",
|
||
" 1922 9827.251078\n",
|
||
" 1923 9828.501097\n",
|
||
" 1924 9823.540870\n",
|
||
" 1925 9852.630908\n",
|
||
" 1926 9899.281991\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 6640.759829\n",
|
||
" 182 6622.890877\n",
|
||
" 183 6616.746264\n",
|
||
" 184 6648.901156\n",
|
||
" 185 6661.712364\n",
|
||
" ... ...\n",
|
||
" 1922 10472.430839\n",
|
||
" 1923 10435.592356\n",
|
||
" 1924 10406.687053\n",
|
||
" 1925 10438.310518\n",
|
||
" 1926 10491.570079\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 6864.992227\n",
|
||
" 182 6807.160070\n",
|
||
" 183 6762.602600\n",
|
||
" 184 6761.409108\n",
|
||
" 185 6753.034699\n",
|
||
" ... ...\n",
|
||
" 1922 10341.793506\n",
|
||
" 1923 10281.320651\n",
|
||
" 1924 10171.959540\n",
|
||
" 1925 10207.605340\n",
|
||
" 1926 10324.648828\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 7078.130513\n",
|
||
" 182 7133.628497\n",
|
||
" 183 7153.953972\n",
|
||
" 184 7059.382585\n",
|
||
" 185 6980.555905\n",
|
||
" ... ...\n",
|
||
" 1922 10380.968077\n",
|
||
" 1923 10384.115231\n",
|
||
" 1924 10302.972554\n",
|
||
" 1925 10337.206211\n",
|
||
" 1926 10441.004883\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 12991.525272\n",
|
||
" 182 13003.740494\n",
|
||
" 183 12976.232399\n",
|
||
" 184 12818.961471\n",
|
||
" 185 12673.237787\n",
|
||
" ... ...\n",
|
||
" 1922 15276.435855\n",
|
||
" 1923 15277.656249\n",
|
||
" 1924 15238.948547\n",
|
||
" 1925 15364.814019\n",
|
||
" 1926 15578.323791\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 12997.537488\n",
|
||
" 182 13142.386278\n",
|
||
" 183 13225.347736\n",
|
||
" 184 13106.143909\n",
|
||
" 185 12991.112366\n",
|
||
" ... ...\n",
|
||
" 1922 15923.284960\n",
|
||
" 1923 15865.672041\n",
|
||
" 1924 15729.894263\n",
|
||
" 1925 15778.212869\n",
|
||
" 1926 15932.028713\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 11186.387034\n",
|
||
" 182 11159.729776\n",
|
||
" 183 11110.853567\n",
|
||
" 184 10989.395452\n",
|
||
" 185 10904.023604\n",
|
||
" ... ...\n",
|
||
" 1922 13886.191330\n",
|
||
" 1923 13913.892538\n",
|
||
" 1924 13916.788371\n",
|
||
" 1925 13949.952971\n",
|
||
" 1926 13997.275703\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 12070.027785\n",
|
||
" 182 12084.132624\n",
|
||
" 183 12086.198867\n",
|
||
" 184 12048.939031\n",
|
||
" 185 11978.961752\n",
|
||
" ... ...\n",
|
||
" 1922 15409.915251\n",
|
||
" 1923 15283.557677\n",
|
||
" 1924 15262.610077\n",
|
||
" 1925 15277.599872\n",
|
||
" 1926 15305.017146\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 12713.562350\n",
|
||
" 182 12648.430798\n",
|
||
" 183 12598.291764\n",
|
||
" 184 12597.128293\n",
|
||
" 185 12580.605939\n",
|
||
" ... ...\n",
|
||
" 1922 15459.959758\n",
|
||
" 1923 15497.336239\n",
|
||
" 1924 15469.104547\n",
|
||
" 1925 15479.961565\n",
|
||
" 1926 15509.102383\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 11308.186310\n",
|
||
" 182 11261.548710\n",
|
||
" 183 11207.074652\n",
|
||
" 184 11127.001498\n",
|
||
" 185 11035.946643\n",
|
||
" ... ...\n",
|
||
" 1922 14855.025093\n",
|
||
" 1923 14831.001077\n",
|
||
" 1924 14701.352719\n",
|
||
" 1925 14750.127541\n",
|
||
" 1926 14898.727305\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 10058.866014\n",
|
||
" 182 10014.745550\n",
|
||
" 183 9968.420018\n",
|
||
" 184 9914.891263\n",
|
||
" 185 9848.589496\n",
|
||
" ... ...\n",
|
||
" 1922 14007.666051\n",
|
||
" 1923 13987.086492\n",
|
||
" 1924 13875.083967\n",
|
||
" 1925 13828.634557\n",
|
||
" 1926 13816.387618\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 8995.027092\n",
|
||
" 182 8973.440398\n",
|
||
" 183 8951.689788\n",
|
||
" 184 8929.403714\n",
|
||
" 185 8920.478659\n",
|
||
" ... ...\n",
|
||
" 1922 11661.100490\n",
|
||
" 1923 11665.460989\n",
|
||
" 1924 11585.532958\n",
|
||
" 1925 11656.294567\n",
|
||
" 1926 11807.856210\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 11914.951345\n",
|
||
" 182 11935.702353\n",
|
||
" 183 11923.145803\n",
|
||
" 184 11801.784559\n",
|
||
" 185 11699.355621\n",
|
||
" ... ...\n",
|
||
" 1922 14822.614592\n",
|
||
" 1923 14793.752740\n",
|
||
" 1924 14684.992007\n",
|
||
" 1925 14789.341385\n",
|
||
" 1926 15011.391561\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 11810.455756\n",
|
||
" 182 11839.192651\n",
|
||
" 183 11836.814253\n",
|
||
" 184 11732.792564\n",
|
||
" 185 11649.899914\n",
|
||
" ... ...\n",
|
||
" 1922 13093.729529\n",
|
||
" 1923 12999.159680\n",
|
||
" 1924 13032.227862\n",
|
||
" 1925 13107.553213\n",
|
||
" 1926 13196.752109\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 9170.219278\n",
|
||
" 182 9131.324620\n",
|
||
" 183 9092.729284\n",
|
||
" 184 9055.111728\n",
|
||
" 185 9009.709719\n",
|
||
" ... ...\n",
|
||
" 1922 10242.254131\n",
|
||
" 1923 10237.790710\n",
|
||
" 1924 10182.743362\n",
|
||
" 1925 10236.142962\n",
|
||
" 1926 10348.993009\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 9238.105508\n",
|
||
" 182 9188.554601\n",
|
||
" 183 9124.284413\n",
|
||
" 184 9011.931242\n",
|
||
" 185 8916.516883\n",
|
||
" ... ...\n",
|
||
" 1922 10214.447220\n",
|
||
" 1923 10117.943825\n",
|
||
" 1924 10093.174254\n",
|
||
" 1925 10116.323244\n",
|
||
" 1926 10163.419768\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 8490.041890\n",
|
||
" 182 8452.399249\n",
|
||
" 183 8417.402340\n",
|
||
" 184 8391.048153\n",
|
||
" 185 8338.560465\n",
|
||
" ... ...\n",
|
||
" 1922 9593.228069\n",
|
||
" 1923 9584.497859\n",
|
||
" 1924 9589.951142\n",
|
||
" 1925 9561.985107\n",
|
||
" 1926 9513.767149\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 8974.325881\n",
|
||
" 182 8907.415094\n",
|
||
" 183 8853.306502\n",
|
||
" 184 8841.018410\n",
|
||
" 185 8819.154253\n",
|
||
" ... ...\n",
|
||
" 1922 10418.214179\n",
|
||
" 1923 10481.456316\n",
|
||
" 1924 10381.523235\n",
|
||
" 1925 10410.204214\n",
|
||
" 1926 10506.730389\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 9301.858666\n",
|
||
" 182 9247.649997\n",
|
||
" 183 9193.735371\n",
|
||
" 184 9140.781287\n",
|
||
" 185 9071.264415\n",
|
||
" ... ...\n",
|
||
" 1922 10608.119773\n",
|
||
" 1923 10602.855156\n",
|
||
" 1924 10601.132303\n",
|
||
" 1925 10666.250370\n",
|
||
" 1926 10763.896559\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 11490.249362\n",
|
||
" 182 11383.649060\n",
|
||
" 183 11294.842314\n",
|
||
" 184 11264.161186\n",
|
||
" 185 11215.523843\n",
|
||
" ... ...\n",
|
||
" 1922 12560.591326\n",
|
||
" 1923 12479.469450\n",
|
||
" 1924 12537.538894\n",
|
||
" 1925 12556.526487\n",
|
||
" 1926 12546.015898\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 9363.165118\n",
|
||
" 182 9327.625804\n",
|
||
" 183 9269.082256\n",
|
||
" 184 9135.391548\n",
|
||
" 185 9028.011875\n",
|
||
" ... ...\n",
|
||
" 1922 10766.936855\n",
|
||
" 1923 10822.758095\n",
|
||
" 1924 10779.279560\n",
|
||
" 1925 10754.707763\n",
|
||
" 1926 10742.357384\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 11732.708441\n",
|
||
" 182 11744.773461\n",
|
||
" 183 11733.537933\n",
|
||
" 184 11646.187283\n",
|
||
" 185 11566.204657\n",
|
||
" ... ...\n",
|
||
" 1922 11175.267581\n",
|
||
" 1923 11224.011936\n",
|
||
" 1924 11044.786558\n",
|
||
" 1925 10999.831297\n",
|
||
" 1926 11035.782853\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 3373.025023\n",
|
||
" 182 3341.435432\n",
|
||
" 183 3312.434662\n",
|
||
" 184 3296.814709\n",
|
||
" 185 3283.159082\n",
|
||
" ... ...\n",
|
||
" 1922 5847.253694\n",
|
||
" 1923 5814.480493\n",
|
||
" 1924 5830.902626\n",
|
||
" 1925 5834.813859\n",
|
||
" 1926 5828.276927\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2947.096815\n",
|
||
" 182 2916.789229\n",
|
||
" 183 2892.532646\n",
|
||
" 184 2899.551818\n",
|
||
" 185 2905.210619\n",
|
||
" ... ...\n",
|
||
" 1922 4999.020321\n",
|
||
" 1923 4991.598751\n",
|
||
" 1924 4916.100006\n",
|
||
" 1925 4932.769799\n",
|
||
" 1926 5026.411844\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 3027.542992\n",
|
||
" 182 3001.244100\n",
|
||
" 183 2977.318949\n",
|
||
" 184 2965.662920\n",
|
||
" 185 2964.138057\n",
|
||
" ... ...\n",
|
||
" 1922 5230.722035\n",
|
||
" 1923 5187.136065\n",
|
||
" 1924 5129.399932\n",
|
||
" 1925 5159.862911\n",
|
||
" 1926 5263.983176\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2451.994559\n",
|
||
" 182 2480.280723\n",
|
||
" 183 2501.758151\n",
|
||
" 184 2488.043344\n",
|
||
" 185 2464.950813\n",
|
||
" ... ...\n",
|
||
" 1922 4063.277551\n",
|
||
" 1923 4094.435166\n",
|
||
" 1924 4048.030054\n",
|
||
" 1925 4042.576983\n",
|
||
" 1926 4071.323984\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2084.041170\n",
|
||
" 182 2021.638070\n",
|
||
" 183 1978.476575\n",
|
||
" 184 2034.768953\n",
|
||
" 185 2063.089691\n",
|
||
" ... ...\n",
|
||
" 1922 3210.008681\n",
|
||
" 1923 3172.244319\n",
|
||
" 1924 3249.871217\n",
|
||
" 1925 3260.952953\n",
|
||
" 1926 3216.461160\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 1869.172707\n",
|
||
" 182 1866.063395\n",
|
||
" 183 1861.222404\n",
|
||
" 184 1847.430906\n",
|
||
" 185 1828.949846\n",
|
||
" ... ...\n",
|
||
" 1922 2906.607718\n",
|
||
" 1923 2892.694265\n",
|
||
" 1924 2952.547675\n",
|
||
" 1925 2988.542238\n",
|
||
" 1926 3004.611682\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 1710.198630\n",
|
||
" 182 1692.407110\n",
|
||
" 183 1677.424079\n",
|
||
" 184 1676.957253\n",
|
||
" 185 1681.934661\n",
|
||
" ... ...\n",
|
||
" 1922 2671.360510\n",
|
||
" 1923 2634.447727\n",
|
||
" 1924 2610.801602\n",
|
||
" 1925 2608.769758\n",
|
||
" 1926 2624.788539\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 1913.740935\n",
|
||
" 182 1943.295874\n",
|
||
" 183 1962.039617\n",
|
||
" 184 1924.903645\n",
|
||
" 185 1897.896165\n",
|
||
" ... ...\n",
|
||
" 1922 2930.476390\n",
|
||
" 1923 2873.553179\n",
|
||
" 1924 2918.797508\n",
|
||
" 1925 2949.849004\n",
|
||
" 1926 2969.047710\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2053.105652\n",
|
||
" 182 2056.016817\n",
|
||
" 183 2058.495948\n",
|
||
" 184 2058.742038\n",
|
||
" 185 2056.870938\n",
|
||
" ... ...\n",
|
||
" 1922 3324.396132\n",
|
||
" 1923 3317.367330\n",
|
||
" 1924 3288.595417\n",
|
||
" 1925 3292.251080\n",
|
||
" 1926 3322.987823\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 3373.025023\n",
|
||
" 182 3341.435432\n",
|
||
" 183 3312.434662\n",
|
||
" 184 3296.814709\n",
|
||
" 185 3283.159082\n",
|
||
" ... ...\n",
|
||
" 1922 5847.253694\n",
|
||
" 1923 5814.480493\n",
|
||
" 1924 5830.902626\n",
|
||
" 1925 5834.813859\n",
|
||
" 1926 5828.276927\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2947.096815\n",
|
||
" 182 2916.789229\n",
|
||
" 183 2892.532646\n",
|
||
" 184 2899.551818\n",
|
||
" 185 2905.210619\n",
|
||
" ... ...\n",
|
||
" 1922 4999.020321\n",
|
||
" 1923 4991.598751\n",
|
||
" 1924 4916.100006\n",
|
||
" 1925 4932.769799\n",
|
||
" 1926 5026.411844\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 3027.542992\n",
|
||
" 182 3001.244100\n",
|
||
" 183 2977.318949\n",
|
||
" 184 2965.662920\n",
|
||
" 185 2964.138057\n",
|
||
" ... ...\n",
|
||
" 1922 5230.722035\n",
|
||
" 1923 5187.136065\n",
|
||
" 1924 5129.399932\n",
|
||
" 1925 5159.862911\n",
|
||
" 1926 5263.983176\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2451.994559\n",
|
||
" 182 2480.280723\n",
|
||
" 183 2501.758151\n",
|
||
" 184 2488.043344\n",
|
||
" 185 2464.950813\n",
|
||
" ... ...\n",
|
||
" 1922 4063.277551\n",
|
||
" 1923 4094.435166\n",
|
||
" 1924 4048.030054\n",
|
||
" 1925 4042.576983\n",
|
||
" 1926 4071.323984\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2084.041170\n",
|
||
" 182 2021.638070\n",
|
||
" 183 1978.476575\n",
|
||
" 184 2034.768953\n",
|
||
" 185 2063.089691\n",
|
||
" ... ...\n",
|
||
" 1922 3210.008681\n",
|
||
" 1923 3172.244319\n",
|
||
" 1924 3249.871217\n",
|
||
" 1925 3260.952953\n",
|
||
" 1926 3216.461160\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 1869.172707\n",
|
||
" 182 1866.063395\n",
|
||
" 183 1861.222404\n",
|
||
" 184 1847.430906\n",
|
||
" 185 1828.949846\n",
|
||
" ... ...\n",
|
||
" 1922 2906.607718\n",
|
||
" 1923 2892.694265\n",
|
||
" 1924 2952.547675\n",
|
||
" 1925 2988.542238\n",
|
||
" 1926 3004.611682\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 1710.198630\n",
|
||
" 182 1692.407110\n",
|
||
" 183 1677.424079\n",
|
||
" 184 1676.957253\n",
|
||
" 185 1681.934661\n",
|
||
" ... ...\n",
|
||
" 1922 2671.360510\n",
|
||
" 1923 2634.447727\n",
|
||
" 1924 2610.801602\n",
|
||
" 1925 2608.769758\n",
|
||
" 1926 2624.788539\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 1913.740935\n",
|
||
" 182 1943.295874\n",
|
||
" 183 1962.039617\n",
|
||
" 184 1924.903645\n",
|
||
" 185 1897.896165\n",
|
||
" ... ...\n",
|
||
" 1922 2930.476390\n",
|
||
" 1923 2873.553179\n",
|
||
" 1924 2918.797508\n",
|
||
" 1925 2949.849004\n",
|
||
" 1926 2969.047710\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2053.105652\n",
|
||
" 182 2056.016817\n",
|
||
" 183 2058.495948\n",
|
||
" 184 2058.742038\n",
|
||
" 185 2056.870938\n",
|
||
" ... ...\n",
|
||
" 1922 3324.396132\n",
|
||
" 1923 3317.367330\n",
|
||
" 1924 3288.595417\n",
|
||
" 1925 3292.251080\n",
|
||
" 1926 3322.987823\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 3970.152121\n",
|
||
" 182 3983.956304\n",
|
||
" 183 3991.489201\n",
|
||
" 184 3966.607770\n",
|
||
" 185 3955.485668\n",
|
||
" ... ...\n",
|
||
" 1922 7573.962767\n",
|
||
" 1923 7554.695346\n",
|
||
" 1924 7642.294659\n",
|
||
" 1925 7681.007929\n",
|
||
" 1926 7678.895239\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 3518.651712\n",
|
||
" 182 3601.052544\n",
|
||
" 183 3664.000198\n",
|
||
" 184 3626.400427\n",
|
||
" 185 3599.836467\n",
|
||
" ... ...\n",
|
||
" 1922 6688.031289\n",
|
||
" 1923 6635.362180\n",
|
||
" 1924 6670.673343\n",
|
||
" 1925 6659.328352\n",
|
||
" 1926 6609.019640\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2739.377498\n",
|
||
" 182 2762.365906\n",
|
||
" 183 2774.866097\n",
|
||
" 184 2733.155958\n",
|
||
" 185 2705.052115\n",
|
||
" ... ...\n",
|
||
" 1922 4799.349536\n",
|
||
" 1923 4837.911917\n",
|
||
" 1924 4829.165068\n",
|
||
" 1925 4822.687527\n",
|
||
" 1926 4818.105140\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2393.445957\n",
|
||
" 182 2352.408154\n",
|
||
" 183 2320.123352\n",
|
||
" 184 2333.080087\n",
|
||
" 185 2338.930352\n",
|
||
" ... ...\n",
|
||
" 1922 4089.153434\n",
|
||
" 1923 4086.987673\n",
|
||
" 1924 4099.007220\n",
|
||
" 1925 4101.358456\n",
|
||
" 1926 4095.635445\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2356.705043\n",
|
||
" 182 2335.658042\n",
|
||
" 183 2321.854267\n",
|
||
" 184 2345.488473\n",
|
||
" 185 2359.748904\n",
|
||
" ... ...\n",
|
||
" 1922 4049.829173\n",
|
||
" 1923 4040.293440\n",
|
||
" 1924 3933.368778\n",
|
||
" 1925 3899.225576\n",
|
||
" 1926 3925.863991\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2679.737037\n",
|
||
" 182 2635.400847\n",
|
||
" 183 2593.650475\n",
|
||
" 184 2565.265386\n",
|
||
" 185 2549.731834\n",
|
||
" ... ...\n",
|
||
" 1922 4496.225734\n",
|
||
" 1923 4553.127086\n",
|
||
" 1924 4488.003499\n",
|
||
" 1925 4483.173180\n",
|
||
" 1926 4528.695275\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2599.194876\n",
|
||
" 182 2562.847220\n",
|
||
" 183 2537.092761\n",
|
||
" 184 2566.091245\n",
|
||
" 185 2574.071840\n",
|
||
" ... ...\n",
|
||
" 1922 4396.856801\n",
|
||
" 1923 4302.800093\n",
|
||
" 1924 4273.115664\n",
|
||
" 1925 4303.756968\n",
|
||
" 1926 4384.777801\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2288.771338\n",
|
||
" 182 2259.718289\n",
|
||
" 183 2230.225545\n",
|
||
" 184 2198.460159\n",
|
||
" 185 2179.394792\n",
|
||
" ... ...\n",
|
||
" 1922 3600.564337\n",
|
||
" 1923 3581.493152\n",
|
||
" 1924 3595.532087\n",
|
||
" 1925 3593.072194\n",
|
||
" 1926 3576.833716\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2312.844587\n",
|
||
" 182 2305.122560\n",
|
||
" 183 2302.591462\n",
|
||
" 184 2326.890652\n",
|
||
" 185 2337.884181\n",
|
||
" ... ...\n",
|
||
" 1922 3753.129843\n",
|
||
" 1923 3731.003930\n",
|
||
" 1924 3823.311472\n",
|
||
" 1925 3832.575551\n",
|
||
" 1926 3772.487956\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2399.878944\n",
|
||
" 182 2397.499407\n",
|
||
" 183 2390.792022\n",
|
||
" 184 2361.715334\n",
|
||
" 185 2342.767980\n",
|
||
" ... ...\n",
|
||
" 1922 4083.408861\n",
|
||
" 1923 4068.875226\n",
|
||
" 1924 4060.026076\n",
|
||
" 1925 4088.177631\n",
|
||
" 1926 4147.229399\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 3970.152121\n",
|
||
" 182 3983.956304\n",
|
||
" 183 3991.489201\n",
|
||
" 184 3966.607770\n",
|
||
" 185 3955.485668\n",
|
||
" ... ...\n",
|
||
" 1922 7573.962767\n",
|
||
" 1923 7554.695346\n",
|
||
" 1924 7642.294659\n",
|
||
" 1925 7681.007929\n",
|
||
" 1926 7678.895239\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 3518.651712\n",
|
||
" 182 3601.052544\n",
|
||
" 183 3664.000198\n",
|
||
" 184 3626.400427\n",
|
||
" 185 3599.836467\n",
|
||
" ... ...\n",
|
||
" 1922 6688.031289\n",
|
||
" 1923 6635.362180\n",
|
||
" 1924 6670.673343\n",
|
||
" 1925 6659.328352\n",
|
||
" 1926 6609.019640\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2739.377498\n",
|
||
" 182 2762.365906\n",
|
||
" 183 2774.866097\n",
|
||
" 184 2733.155958\n",
|
||
" 185 2705.052115\n",
|
||
" ... ...\n",
|
||
" 1922 4799.349536\n",
|
||
" 1923 4837.911917\n",
|
||
" 1924 4829.165068\n",
|
||
" 1925 4822.687527\n",
|
||
" 1926 4818.105140\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2393.445957\n",
|
||
" 182 2352.408154\n",
|
||
" 183 2320.123352\n",
|
||
" 184 2333.080087\n",
|
||
" 185 2338.930352\n",
|
||
" ... ...\n",
|
||
" 1922 4089.153434\n",
|
||
" 1923 4086.987673\n",
|
||
" 1924 4099.007220\n",
|
||
" 1925 4101.358456\n",
|
||
" 1926 4095.635445\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2356.705043\n",
|
||
" 182 2335.658042\n",
|
||
" 183 2321.854267\n",
|
||
" 184 2345.488473\n",
|
||
" 185 2359.748904\n",
|
||
" ... ...\n",
|
||
" 1922 4049.829173\n",
|
||
" 1923 4040.293440\n",
|
||
" 1924 3933.368778\n",
|
||
" 1925 3899.225576\n",
|
||
" 1926 3925.863991\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2679.737037\n",
|
||
" 182 2635.400847\n",
|
||
" 183 2593.650475\n",
|
||
" 184 2565.265386\n",
|
||
" 185 2549.731834\n",
|
||
" ... ...\n",
|
||
" 1922 4496.225734\n",
|
||
" 1923 4553.127086\n",
|
||
" 1924 4488.003499\n",
|
||
" 1925 4483.173180\n",
|
||
" 1926 4528.695275\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2599.194876\n",
|
||
" 182 2562.847220\n",
|
||
" 183 2537.092761\n",
|
||
" 184 2566.091245\n",
|
||
" 185 2574.071840\n",
|
||
" ... ...\n",
|
||
" 1922 4396.856801\n",
|
||
" 1923 4302.800093\n",
|
||
" 1924 4273.115664\n",
|
||
" 1925 4303.756968\n",
|
||
" 1926 4384.777801\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2288.771338\n",
|
||
" 182 2259.718289\n",
|
||
" 183 2230.225545\n",
|
||
" 184 2198.460159\n",
|
||
" 185 2179.394792\n",
|
||
" ... ...\n",
|
||
" 1922 3600.564337\n",
|
||
" 1923 3581.493152\n",
|
||
" 1924 3595.532087\n",
|
||
" 1925 3593.072194\n",
|
||
" 1926 3576.833716\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2312.844587\n",
|
||
" 182 2305.122560\n",
|
||
" 183 2302.591462\n",
|
||
" 184 2326.890652\n",
|
||
" 185 2337.884181\n",
|
||
" ... ...\n",
|
||
" 1922 3753.129843\n",
|
||
" 1923 3731.003930\n",
|
||
" 1924 3823.311472\n",
|
||
" 1925 3832.575551\n",
|
||
" 1926 3772.487956\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2399.878944\n",
|
||
" 182 2397.499407\n",
|
||
" 183 2390.792022\n",
|
||
" 184 2361.715334\n",
|
||
" 185 2342.767980\n",
|
||
" ... ...\n",
|
||
" 1922 4083.408861\n",
|
||
" 1923 4068.875226\n",
|
||
" 1924 4060.026076\n",
|
||
" 1925 4088.177631\n",
|
||
" 1926 4147.229399\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 5197.975692\n",
|
||
" 182 5185.932598\n",
|
||
" 183 5173.237584\n",
|
||
" 184 5157.173004\n",
|
||
" 185 5138.838171\n",
|
||
" ... ...\n",
|
||
" 1922 11320.649582\n",
|
||
" 1923 11283.912250\n",
|
||
" 1924 11220.726242\n",
|
||
" 1925 11259.968588\n",
|
||
" 1926 11384.751416\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 4291.804278\n",
|
||
" 182 4320.310074\n",
|
||
" 183 4333.028034\n",
|
||
" 184 4264.143578\n",
|
||
" 185 4226.556463\n",
|
||
" ... ...\n",
|
||
" 1922 8610.748806\n",
|
||
" 1923 8615.395182\n",
|
||
" 1924 8522.641707\n",
|
||
" 1925 8560.188406\n",
|
||
" 1926 8706.552043\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 4174.964141\n",
|
||
" 182 4158.133496\n",
|
||
" 183 4140.216986\n",
|
||
" 184 4116.687976\n",
|
||
" 185 4105.557352\n",
|
||
" ... ...\n",
|
||
" 1922 7875.756333\n",
|
||
" 1923 7908.631919\n",
|
||
" 1924 7825.174472\n",
|
||
" 1925 7828.753899\n",
|
||
" 1926 7905.019997\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 4208.436430\n",
|
||
" 182 4203.607045\n",
|
||
" 183 4197.694658\n",
|
||
" 184 4186.184568\n",
|
||
" 185 4170.136319\n",
|
||
" ... ...\n",
|
||
" 1922 7892.360909\n",
|
||
" 1923 7846.068038\n",
|
||
" 1924 7715.653147\n",
|
||
" 1925 7695.576253\n",
|
||
" 1926 7767.645382\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 4001.788107\n",
|
||
" 182 3970.273490\n",
|
||
" 183 3948.271405\n",
|
||
" 184 3975.436641\n",
|
||
" 185 3984.608367\n",
|
||
" ... ...\n",
|
||
" 1922 7348.445234\n",
|
||
" 1923 7356.672093\n",
|
||
" 1924 7313.830665\n",
|
||
" 1925 7292.585837\n",
|
||
" 1926 7289.376872\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 3813.568011\n",
|
||
" 182 3836.684694\n",
|
||
" 183 3857.318704\n",
|
||
" 184 3865.120545\n",
|
||
" 185 3868.235055\n",
|
||
" ... ...\n",
|
||
" 1922 7178.443424\n",
|
||
" 1923 7269.094720\n",
|
||
" 1924 7136.516525\n",
|
||
" 1925 7115.413189\n",
|
||
" 1926 7187.405297\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 3834.565950\n",
|
||
" 182 3770.372401\n",
|
||
" 183 3724.770932\n",
|
||
" 184 3775.266136\n",
|
||
" 185 3811.097307\n",
|
||
" ... ...\n",
|
||
" 1922 6903.635017\n",
|
||
" 1923 6896.944440\n",
|
||
" 1924 6947.940346\n",
|
||
" 1925 6961.973575\n",
|
||
" 1926 6945.138348\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2960.273187\n",
|
||
" 182 2932.633318\n",
|
||
" 183 2906.068667\n",
|
||
" 184 2885.061479\n",
|
||
" 185 2870.857438\n",
|
||
" ... ...\n",
|
||
" 1922 5136.348845\n",
|
||
" 1923 5163.336976\n",
|
||
" 1924 5161.936598\n",
|
||
" 1925 5196.974162\n",
|
||
" 1926 5262.441965\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2469.428464\n",
|
||
" 182 2452.394064\n",
|
||
" 183 2441.413841\n",
|
||
" 184 2461.725772\n",
|
||
" 185 2466.614336\n",
|
||
" ... ...\n",
|
||
" 1922 4298.143604\n",
|
||
" 1923 4279.591088\n",
|
||
" 1924 4278.073119\n",
|
||
" 1925 4270.290598\n",
|
||
" 1926 4257.276394\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2510.042951\n",
|
||
" 182 2473.018128\n",
|
||
" 183 2449.182731\n",
|
||
" 184 2493.519383\n",
|
||
" 185 2525.762288\n",
|
||
" ... ...\n",
|
||
" 1922 4193.227367\n",
|
||
" 1923 4213.306648\n",
|
||
" 1924 4159.614021\n",
|
||
" 1925 4136.048845\n",
|
||
" 1926 4137.643858\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2424.734525\n",
|
||
" 182 2399.696723\n",
|
||
" 183 2382.225711\n",
|
||
" 184 2403.865089\n",
|
||
" 185 2418.550174\n",
|
||
" ... ...\n",
|
||
" 1922 3971.295265\n",
|
||
" 1923 3979.921596\n",
|
||
" 1924 3935.587892\n",
|
||
" 1925 3933.346862\n",
|
||
" 1926 3966.258478\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2352.041974\n",
|
||
" 182 2348.990311\n",
|
||
" 183 2343.341542\n",
|
||
" 184 2324.269141\n",
|
||
" 185 2310.487770\n",
|
||
" ... ...\n",
|
||
" 1922 3900.819721\n",
|
||
" 1923 3898.988313\n",
|
||
" 1924 3904.723023\n",
|
||
" 1925 3921.850257\n",
|
||
" 1926 3948.491670\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2390.450085\n",
|
||
" 182 2410.064248\n",
|
||
" 183 2420.487578\n",
|
||
" 184 2383.406349\n",
|
||
" 185 2355.848726\n",
|
||
" ... ...\n",
|
||
" 1922 3983.749265\n",
|
||
" 1923 4036.862905\n",
|
||
" 1924 3962.280775\n",
|
||
" 1925 3960.509493\n",
|
||
" 1926 4019.544373\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2400.011726\n",
|
||
" 182 2398.965229\n",
|
||
" 183 2400.947615\n",
|
||
" 184 2418.585354\n",
|
||
" 185 2419.740844\n",
|
||
" ... ...\n",
|
||
" 1922 3973.904876\n",
|
||
" 1923 3972.183878\n",
|
||
" 1924 3948.715560\n",
|
||
" 1925 3945.722950\n",
|
||
" 1926 3959.830115\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2215.186094\n",
|
||
" 182 2212.118050\n",
|
||
" 183 2211.862017\n",
|
||
" 184 2226.140397\n",
|
||
" 185 2247.981774\n",
|
||
" ... ...\n",
|
||
" 1922 3818.921769\n",
|
||
" 1923 3796.617215\n",
|
||
" 1924 3796.078438\n",
|
||
" 1925 3810.342660\n",
|
||
" 1926 3836.969238\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2222.003054\n",
|
||
" 182 2209.604742\n",
|
||
" 183 2199.150754\n",
|
||
" 184 2198.746364\n",
|
||
" 185 2200.610368\n",
|
||
" ... ...\n",
|
||
" 1922 3684.229697\n",
|
||
" 1923 3741.834429\n",
|
||
" 1924 3725.638653\n",
|
||
" 1925 3725.939705\n",
|
||
" 1926 3740.017672\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2202.009490\n",
|
||
" 182 2196.273855\n",
|
||
" 183 2186.642270\n",
|
||
" 184 2156.873729\n",
|
||
" 185 2140.107844\n",
|
||
" ... ...\n",
|
||
" 1922 3670.341466\n",
|
||
" 1923 3703.693710\n",
|
||
" 1924 3711.489107\n",
|
||
" 1925 3716.444680\n",
|
||
" 1926 3719.028645\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2253.129228\n",
|
||
" 182 2268.061436\n",
|
||
" 183 2275.640799\n",
|
||
" 184 2245.215600\n",
|
||
" 185 2226.129475\n",
|
||
" ... ...\n",
|
||
" 1922 3791.315836\n",
|
||
" 1923 3800.145333\n",
|
||
" 1924 3768.307531\n",
|
||
" 1925 3792.808034\n",
|
||
" 1926 3864.358066\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2308.115120\n",
|
||
" 182 2317.721848\n",
|
||
" 183 2324.409958\n",
|
||
" 184 2316.012633\n",
|
||
" 185 2303.833651\n",
|
||
" ... ...\n",
|
||
" 1922 3851.229919\n",
|
||
" 1923 3829.614322\n",
|
||
" 1924 3836.383238\n",
|
||
" 1925 3892.123763\n",
|
||
" 1926 3988.761705\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2370.810895\n",
|
||
" 182 2361.762886\n",
|
||
" 183 2352.604534\n",
|
||
" 184 2342.875851\n",
|
||
" 185 2332.238747\n",
|
||
" ... ...\n",
|
||
" 1922 3955.647606\n",
|
||
" 1923 3972.821492\n",
|
||
" 1924 3938.920008\n",
|
||
" 1925 3966.479189\n",
|
||
" 1926 4045.365710\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 2669.415486\n",
|
||
" 182 2651.071862\n",
|
||
" 183 2626.665657\n",
|
||
" 184 2570.923859\n",
|
||
" 185 2526.972144\n",
|
||
" ... ...\n",
|
||
" 1922 4435.194765\n",
|
||
" 1923 4445.021787\n",
|
||
" 1924 4433.092719\n",
|
||
" 1925 4433.109499\n",
|
||
" 1926 4443.102554\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 12135.328432\n",
|
||
" 182 12056.131356\n",
|
||
" 183 11980.504254\n",
|
||
" 184 11916.539072\n",
|
||
" 185 11853.761964\n",
|
||
" ... ...\n",
|
||
" 1922 23531.235002\n",
|
||
" 1923 23679.804770\n",
|
||
" 1924 23465.675982\n",
|
||
" 1925 23503.726964\n",
|
||
" 1926 23686.381953\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 10744.387491\n",
|
||
" 182 10767.664708\n",
|
||
" 183 10750.127633\n",
|
||
" 184 10599.263869\n",
|
||
" 185 10470.520010\n",
|
||
" ... ...\n",
|
||
" 1922 17861.588939\n",
|
||
" 1923 17945.247268\n",
|
||
" 1924 17822.281359\n",
|
||
" 1925 17897.287749\n",
|
||
" 1926 18077.422497\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 9203.134466\n",
|
||
" 182 9235.558861\n",
|
||
" 183 9229.518188\n",
|
||
" 184 9097.824958\n",
|
||
" 185 8996.033372\n",
|
||
" ... ...\n",
|
||
" 1922 15157.619242\n",
|
||
" 1923 15180.739634\n",
|
||
" 1924 15099.190392\n",
|
||
" 1925 15138.692971\n",
|
||
" 1926 15235.888206\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 8596.850373\n",
|
||
" 182 8587.212772\n",
|
||
" 183 8559.897802\n",
|
||
" 184 8474.836758\n",
|
||
" 185 8424.271500\n",
|
||
" ... ...\n",
|
||
" 1922 14123.277331\n",
|
||
" 1923 14210.918817\n",
|
||
" 1924 14158.489524\n",
|
||
" 1925 14107.308412\n",
|
||
" 1926 14057.728439\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 7857.855371\n",
|
||
" 182 7852.795138\n",
|
||
" 183 7844.917840\n",
|
||
" 184 7827.838124\n",
|
||
" 185 7799.386435\n",
|
||
" ... ...\n",
|
||
" 1922 13349.731010\n",
|
||
" 1923 13322.620182\n",
|
||
" 1924 13314.990763\n",
|
||
" 1925 13316.187765\n",
|
||
" 1926 13327.521639\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 9825.231295\n",
|
||
" 182 9796.412243\n",
|
||
" 183 9763.047282\n",
|
||
" 184 9714.832351\n",
|
||
" 185 9673.991173\n",
|
||
" ... ...\n",
|
||
" 1922 15004.021141\n",
|
||
" 1923 14908.954181\n",
|
||
" 1924 14760.513525\n",
|
||
" 1925 14835.262534\n",
|
||
" 1926 15034.452070\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 9361.043851\n",
|
||
" 182 9410.816029\n",
|
||
" 183 9425.100917\n",
|
||
" 184 9323.460661\n",
|
||
" 185 9222.803582\n",
|
||
" ... ...\n",
|
||
" 1922 15410.135740\n",
|
||
" 1923 15451.644108\n",
|
||
" 1924 15227.018477\n",
|
||
" 1925 15224.933274\n",
|
||
" 1926 15353.250353\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 8538.208701\n",
|
||
" 182 8517.900234\n",
|
||
" 183 8496.020719\n",
|
||
" 184 8469.009116\n",
|
||
" 185 8428.430089\n",
|
||
" ... ...\n",
|
||
" 1922 13516.442289\n",
|
||
" 1923 13417.355622\n",
|
||
" 1924 13319.902339\n",
|
||
" 1925 13373.134505\n",
|
||
" 1926 13502.179649\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 10464.183539\n",
|
||
" 182 10329.467309\n",
|
||
" 183 10206.278802\n",
|
||
" 184 10120.747527\n",
|
||
" 185 10059.339599\n",
|
||
" ... ...\n",
|
||
" 1922 15662.107529\n",
|
||
" 1923 15623.307501\n",
|
||
" 1924 15530.326441\n",
|
||
" 1925 15548.935260\n",
|
||
" 1926 15628.190623\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 12664.408014\n",
|
||
" 182 12621.264869\n",
|
||
" 183 12585.770805\n",
|
||
" 184 12575.263742\n",
|
||
" 185 12544.808630\n",
|
||
" ... ...\n",
|
||
" 1922 18939.016912\n",
|
||
" 1923 19011.378848\n",
|
||
" 1924 18930.339707\n",
|
||
" 1925 19003.142281\n",
|
||
" 1926 19157.044061\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 9480.976736\n",
|
||
" 182 9424.790244\n",
|
||
" 183 9367.489422\n",
|
||
" 184 9306.548457\n",
|
||
" 185 9236.224113\n",
|
||
" ... ...\n",
|
||
" 1922 13700.046321\n",
|
||
" 1923 13766.444916\n",
|
||
" 1924 13755.741001\n",
|
||
" 1925 13791.697560\n",
|
||
" 1926 13841.396876\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 7487.809933\n",
|
||
" 182 7448.047836\n",
|
||
" 183 7398.887500\n",
|
||
" 184 7319.026255\n",
|
||
" 185 7262.092517\n",
|
||
" ... ...\n",
|
||
" 1922 11054.074490\n",
|
||
" 1923 11041.919857\n",
|
||
" 1924 10941.017079\n",
|
||
" 1925 10933.415055\n",
|
||
" 1926 10975.366756\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 9242.353279\n",
|
||
" 182 9187.471223\n",
|
||
" 183 9135.229047\n",
|
||
" 184 9091.610483\n",
|
||
" 185 9049.382328\n",
|
||
" ... ...\n",
|
||
" 1922 12201.624086\n",
|
||
" 1923 12262.903875\n",
|
||
" 1924 12148.583167\n",
|
||
" 1925 12149.630792\n",
|
||
" 1926 12219.750899\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 9456.749520\n",
|
||
" 182 9439.883089\n",
|
||
" 183 9406.900866\n",
|
||
" 184 9321.273727\n",
|
||
" 185 9262.961607\n",
|
||
" ... ...\n",
|
||
" 1922 11746.284289\n",
|
||
" 1923 11814.656836\n",
|
||
" 1924 11641.778048\n",
|
||
" 1925 11641.005716\n",
|
||
" 1926 11739.837659\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 9149.081566\n",
|
||
" 182 9084.857272\n",
|
||
" 183 9013.572468\n",
|
||
" 184 8919.223332\n",
|
||
" 185 8845.007241\n",
|
||
" ... ...\n",
|
||
" 1922 11595.732168\n",
|
||
" 1923 11683.946373\n",
|
||
" 1924 11436.882610\n",
|
||
" 1925 11335.422036\n",
|
||
" 1926 11323.672072\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 11504.005269\n",
|
||
" 182 11447.393878\n",
|
||
" 183 11401.085736\n",
|
||
" 184 11388.434880\n",
|
||
" 185 11356.833172\n",
|
||
" ... ...\n",
|
||
" 1922 13040.253051\n",
|
||
" 1923 12986.837905\n",
|
||
" 1924 12916.487527\n",
|
||
" 1925 12927.464739\n",
|
||
" 1926 12979.996445\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 11023.384474\n",
|
||
" 182 10934.723688\n",
|
||
" 183 10864.957485\n",
|
||
" 184 10856.913591\n",
|
||
" 185 10838.496506\n",
|
||
" ... ...\n",
|
||
" 1922 12739.867999\n",
|
||
" 1923 12779.293151\n",
|
||
" 1924 12542.820929\n",
|
||
" 1925 12574.919042\n",
|
||
" 1926 12770.697618\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 11331.225263\n",
|
||
" 182 11193.280203\n",
|
||
" 183 11064.202739\n",
|
||
" 184 10964.092755\n",
|
||
" 185 10896.880838\n",
|
||
" ... ...\n",
|
||
" 1922 12949.519928\n",
|
||
" 1923 12947.817106\n",
|
||
" 1924 12897.308899\n",
|
||
" 1925 12995.605868\n",
|
||
" 1926 13168.838712\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 9501.844246\n",
|
||
" 182 9506.977815\n",
|
||
" 183 9499.444168\n",
|
||
" 184 9450.530952\n",
|
||
" 185 9396.424884\n",
|
||
" ... ...\n",
|
||
" 1922 12516.687931\n",
|
||
" 1923 12553.987051\n",
|
||
" 1924 12527.452960\n",
|
||
" 1925 12577.843155\n",
|
||
" 1926 12664.471444\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 11041.409928\n",
|
||
" 182 11020.067690\n",
|
||
" 183 10982.138789\n",
|
||
" 184 10890.026787\n",
|
||
" 185 10818.846011\n",
|
||
" ... ...\n",
|
||
" 1922 13974.385550\n",
|
||
" 1923 13871.368669\n",
|
||
" 1924 13806.359199\n",
|
||
" 1925 13809.436164\n",
|
||
" 1926 13852.937265\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 10968.108548\n",
|
||
" 182 10933.427601\n",
|
||
" 183 10871.050512\n",
|
||
" 184 10718.199361\n",
|
||
" 185 10612.201483\n",
|
||
" ... ...\n",
|
||
" 1922 14341.326113\n",
|
||
" 1923 14318.647891\n",
|
||
" 1924 14198.332866\n",
|
||
" 1925 14242.570440\n",
|
||
" 1926 14382.436407\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 10197.775170\n",
|
||
" 182 10195.660251\n",
|
||
" 183 10175.870569\n",
|
||
" 184 10098.343328\n",
|
||
" 185 10026.589861\n",
|
||
" ... ...\n",
|
||
" 1922 12870.159516\n",
|
||
" 1923 12870.561848\n",
|
||
" 1924 12940.174222\n",
|
||
" 1925 13026.829826\n",
|
||
" 1926 13108.605352\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 10483.658172\n",
|
||
" 182 10462.248898\n",
|
||
" 183 10432.386300\n",
|
||
" 184 10374.909512\n",
|
||
" 185 10319.618752\n",
|
||
" ... ...\n",
|
||
" 1922 13648.013741\n",
|
||
" 1923 13582.800785\n",
|
||
" 1924 13521.930836\n",
|
||
" 1925 13576.442935\n",
|
||
" 1926 13689.787581\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 9676.922797\n",
|
||
" 182 9664.081567\n",
|
||
" 183 9624.646737\n",
|
||
" 184 9498.339479\n",
|
||
" 185 9408.716297\n",
|
||
" ... ...\n",
|
||
" 1922 13039.820516\n",
|
||
" 1923 13073.971596\n",
|
||
" 1924 13067.354172\n",
|
||
" 1925 13114.965175\n",
|
||
" 1926 13182.183635\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 9656.648886\n",
|
||
" 182 9608.481043\n",
|
||
" 183 9571.088735\n",
|
||
" 184 9568.896505\n",
|
||
" 185 9557.528507\n",
|
||
" ... ...\n",
|
||
" 1922 14532.208950\n",
|
||
" 1923 14507.140450\n",
|
||
" 1924 14512.204213\n",
|
||
" 1925 14529.250283\n",
|
||
" 1926 14543.702071\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 10306.942281\n",
|
||
" 182 10218.862139\n",
|
||
" 183 10146.705171\n",
|
||
" 184 10126.563901\n",
|
||
" 185 10094.452022\n",
|
||
" ... ...\n",
|
||
" 1922 13074.883634\n",
|
||
" 1923 13152.039194\n",
|
||
" 1924 13213.332123\n",
|
||
" 1925 13255.722505\n",
|
||
" 1926 13268.787460\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 8885.575519\n",
|
||
" 182 8850.645579\n",
|
||
" 183 8809.447249\n",
|
||
" 184 8747.772177\n",
|
||
" 185 8705.436794\n",
|
||
" ... ...\n",
|
||
" 1922 11630.797360\n",
|
||
" 1923 11557.222454\n",
|
||
" 1924 11778.129651\n",
|
||
" 1925 11887.477830\n",
|
||
" 1926 11913.859764\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 9195.877362\n",
|
||
" 182 9223.635427\n",
|
||
" 183 9228.723862\n",
|
||
" 184 9159.758175\n",
|
||
" 185 9103.349446\n",
|
||
" ... ...\n",
|
||
" 1922 12464.547037\n",
|
||
" 1923 12415.967295\n",
|
||
" 1924 12513.723608\n",
|
||
" 1925 12527.005969\n",
|
||
" 1926 12482.508280\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 9616.049292\n",
|
||
" 182 9481.898587\n",
|
||
" 183 9384.457332\n",
|
||
" 184 9406.933617\n",
|
||
" 185 9374.759361\n",
|
||
" ... ...\n",
|
||
" 1922 12833.156944\n",
|
||
" 1923 12836.001610\n",
|
||
" 1924 12751.006029\n",
|
||
" 1925 12761.207858\n",
|
||
" 1926 12827.640353\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 9620.197691\n",
|
||
" 182 9615.347893\n",
|
||
" 183 9594.699340\n",
|
||
" 184 9522.441524\n",
|
||
" 185 9454.362325\n",
|
||
" ... ...\n",
|
||
" 1922 12319.511097\n",
|
||
" 1923 12326.993575\n",
|
||
" 1924 12338.035242\n",
|
||
" 1925 12354.124116\n",
|
||
" 1926 12368.937971\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 12473.808617\n",
|
||
" 182 12538.615573\n",
|
||
" 183 12551.517528\n",
|
||
" 184 12394.863148\n",
|
||
" 185 12269.503236\n",
|
||
" ... ...\n",
|
||
" 1922 19119.780419\n",
|
||
" 1923 19189.518174\n",
|
||
" 1924 18896.444941\n",
|
||
" 1925 18962.731959\n",
|
||
" 1926 19233.062888\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 12828.717324\n",
|
||
" 182 12704.947667\n",
|
||
" 183 12599.122061\n",
|
||
" 184 12551.913689\n",
|
||
" 185 12499.712236\n",
|
||
" ... ...\n",
|
||
" 1922 17917.635832\n",
|
||
" 1923 18117.445242\n",
|
||
" 1924 18000.769737\n",
|
||
" 1925 18037.927564\n",
|
||
" 1926 18149.084377\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 13871.243125\n",
|
||
" 182 13713.606532\n",
|
||
" 183 13592.514788\n",
|
||
" 184 13590.802880\n",
|
||
" 185 13546.006220\n",
|
||
" ... ...\n",
|
||
" 1922 20516.352525\n",
|
||
" 1923 20494.544144\n",
|
||
" 1924 20446.084548\n",
|
||
" 1925 20518.684776\n",
|
||
" 1926 20647.344688\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 15418.288424\n",
|
||
" 182 15352.813122\n",
|
||
" 183 15291.225472\n",
|
||
" 184 15242.337483\n",
|
||
" 185 15189.253841\n",
|
||
" ... ...\n",
|
||
" 1922 21803.037524\n",
|
||
" 1923 21831.536000\n",
|
||
" 1924 21692.373121\n",
|
||
" 1925 21605.513438\n",
|
||
" 1926 21544.684611\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 11417.180585\n",
|
||
" 182 11381.219900\n",
|
||
" 183 11338.364910\n",
|
||
" 184 11272.988527\n",
|
||
" 185 11207.802568\n",
|
||
" ... ...\n",
|
||
" 1922 15572.286459\n",
|
||
" 1923 15697.310388\n",
|
||
" 1924 15527.037029\n",
|
||
" 1925 15609.585820\n",
|
||
" 1926 15825.443203\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 15459.302742\n",
|
||
" 182 15437.155061\n",
|
||
" 183 15395.448740\n",
|
||
" 184 15289.850866\n",
|
||
" 185 15202.389680\n",
|
||
" ... ...\n",
|
||
" 1922 23589.105540\n",
|
||
" 1923 23648.017635\n",
|
||
" 1924 23727.420413\n",
|
||
" 1925 23893.863610\n",
|
||
" 1926 24084.878126\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 13452.138719\n",
|
||
" 182 13342.440130\n",
|
||
" 183 13259.605694\n",
|
||
" 184 13264.527490\n",
|
||
" 185 13234.742874\n",
|
||
" ... ...\n",
|
||
" 1922 19980.912574\n",
|
||
" 1923 20015.131579\n",
|
||
" 1924 19980.188397\n",
|
||
" 1925 19998.835454\n",
|
||
" 1926 20038.394218\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 11251.963922\n",
|
||
" 182 11261.305152\n",
|
||
" 183 11264.236980\n",
|
||
" 184 11246.231432\n",
|
||
" 185 11176.960752\n",
|
||
" ... ...\n",
|
||
" 1922 16725.838346\n",
|
||
" 1923 16888.968907\n",
|
||
" 1924 16800.333805\n",
|
||
" 1925 16864.908709\n",
|
||
" 1926 17012.847032\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 11538.035086\n",
|
||
" 182 11566.739218\n",
|
||
" 183 11562.920500\n",
|
||
" 184 11452.860467\n",
|
||
" 185 11352.559082\n",
|
||
" ... ...\n",
|
||
" 1922 17579.627256\n",
|
||
" 1923 17636.191766\n",
|
||
" 1924 17510.051615\n",
|
||
" 1925 17492.970310\n",
|
||
" 1926 17545.628910\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 12409.383781\n",
|
||
" 182 12332.218962\n",
|
||
" 183 12258.937730\n",
|
||
" 184 12198.342881\n",
|
||
" 185 12151.103622\n",
|
||
" ... ...\n",
|
||
" 1922 20137.357788\n",
|
||
" 1923 20090.656811\n",
|
||
" 1924 19924.102518\n",
|
||
" 1925 19971.905374\n",
|
||
" 1926 20135.644067\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 10265.732461\n",
|
||
" 182 10208.306554\n",
|
||
" 183 10158.837590\n",
|
||
" 184 10135.361305\n",
|
||
" 185 10098.716988\n",
|
||
" ... ...\n",
|
||
" 1922 14657.831782\n",
|
||
" 1923 14684.989938\n",
|
||
" 1924 14583.527186\n",
|
||
" 1925 14558.339483\n",
|
||
" 1926 14583.684220\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 9740.205015\n",
|
||
" 182 9667.386467\n",
|
||
" 183 9608.619583\n",
|
||
" 184 9595.754800\n",
|
||
" 185 9545.588084\n",
|
||
" ... ...\n",
|
||
" 1922 13479.801035\n",
|
||
" 1923 13427.971038\n",
|
||
" 1924 13379.616240\n",
|
||
" 1925 13462.410726\n",
|
||
" 1926 13607.354649\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 10458.154698\n",
|
||
" 182 10333.435445\n",
|
||
" 183 10238.234145\n",
|
||
" 184 10239.458160\n",
|
||
" 185 10193.807947\n",
|
||
" ... ...\n",
|
||
" 1922 14010.794233\n",
|
||
" 1923 13988.209689\n",
|
||
" 1924 13915.902871\n",
|
||
" 1925 13960.866756\n",
|
||
" 1926 14062.291015\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 9972.715994\n",
|
||
" 182 9900.592002\n",
|
||
" 183 9817.807467\n",
|
||
" 184 9700.198494\n",
|
||
" 185 9623.862459\n",
|
||
" ... ...\n",
|
||
" 1922 13828.415491\n",
|
||
" 1923 13796.672223\n",
|
||
" 1924 13858.051012\n",
|
||
" 1925 13910.616713\n",
|
||
" 1926 13948.765822\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 11016.628221\n",
|
||
" 182 10971.289007\n",
|
||
" 183 10927.341774\n",
|
||
" 184 10887.941676\n",
|
||
" 185 10819.214672\n",
|
||
" ... ...\n",
|
||
" 1922 15878.840716\n",
|
||
" 1923 16041.369774\n",
|
||
" 1924 15849.205632\n",
|
||
" 1925 15893.462788\n",
|
||
" 1926 16068.773634\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 11940.064052\n",
|
||
" 182 11934.158306\n",
|
||
" 183 11889.148618\n",
|
||
" 184 11716.399386\n",
|
||
" 185 11583.519415\n",
|
||
" ... ...\n",
|
||
" 1922 16663.741739\n",
|
||
" 1923 16486.611912\n",
|
||
" 1924 16451.200295\n",
|
||
" 1925 16501.538244\n",
|
||
" 1926 16593.645859\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 11137.563784\n",
|
||
" 182 11082.241707\n",
|
||
" 183 11028.151738\n",
|
||
" 184 10978.086656\n",
|
||
" 185 10927.615547\n",
|
||
" ... ...\n",
|
||
" 1922 15285.658070\n",
|
||
" 1923 15304.450781\n",
|
||
" 1924 15347.227296\n",
|
||
" 1925 15408.931506\n",
|
||
" 1926 15462.063557\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 12283.284070\n",
|
||
" 182 12216.101610\n",
|
||
" 183 12134.350018\n",
|
||
" 184 12005.005930\n",
|
||
" 185 11924.911919\n",
|
||
" ... ...\n",
|
||
" 1922 17857.890031\n",
|
||
" 1923 17698.867564\n",
|
||
" 1924 17688.688271\n",
|
||
" 1925 17753.544610\n",
|
||
" 1926 17853.714451\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 12192.950802\n",
|
||
" 182 12171.079330\n",
|
||
" 183 12132.777516\n",
|
||
" 184 12040.803254\n",
|
||
" 185 11957.592703\n",
|
||
" ... ...\n",
|
||
" 1922 17624.654725\n",
|
||
" 1923 17675.957255\n",
|
||
" 1924 17620.854982\n",
|
||
" 1925 17640.147487\n",
|
||
" 1926 17698.534999\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 11802.592301\n",
|
||
" 182 11748.015688\n",
|
||
" 183 11691.230588\n",
|
||
" 184 11627.231097\n",
|
||
" 185 11556.839672\n",
|
||
" ... ...\n",
|
||
" 1922 16359.892670\n",
|
||
" 1923 16415.074866\n",
|
||
" 1924 16333.689765\n",
|
||
" 1925 16378.401408\n",
|
||
" 1926 16487.247307\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 10597.178466\n",
|
||
" 182 10515.131592\n",
|
||
" 183 10434.933218\n",
|
||
" 184 10360.773284\n",
|
||
" 185 10285.206958\n",
|
||
" ... ...\n",
|
||
" 1922 16584.262469\n",
|
||
" 1923 16469.065724\n",
|
||
" 1924 16456.632643\n",
|
||
" 1925 16528.694088\n",
|
||
" 1926 16641.996484\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 9793.774398\n",
|
||
" 182 9709.632261\n",
|
||
" 183 9630.153232\n",
|
||
" 184 9565.907020\n",
|
||
" 185 9489.883488\n",
|
||
" ... ...\n",
|
||
" 1922 14279.167734\n",
|
||
" 1923 14210.557721\n",
|
||
" 1924 14091.273000\n",
|
||
" 1925 14152.305828\n",
|
||
" 1926 14307.961914\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 9272.367534\n",
|
||
" 182 9114.182050\n",
|
||
" 183 9000.517957\n",
|
||
" 184 9032.290407\n",
|
||
" 185 9021.381718\n",
|
||
" ... ...\n",
|
||
" 1922 13456.222362\n",
|
||
" 1923 13498.199907\n",
|
||
" 1924 13272.269983\n",
|
||
" 1925 13369.143012\n",
|
||
" 1926 13646.795667\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 9842.368598\n",
|
||
" 182 9785.558618\n",
|
||
" 183 9729.198159\n",
|
||
" 184 9674.306134\n",
|
||
" 185 9640.150992\n",
|
||
" ... ...\n",
|
||
" 1922 14246.410412\n",
|
||
" 1923 14332.536413\n",
|
||
" 1924 14175.662044\n",
|
||
" 1925 14131.622688\n",
|
||
" 1926 14151.366366\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 8291.037125\n",
|
||
" 182 8267.366763\n",
|
||
" 183 8240.560087\n",
|
||
" 184 8203.508121\n",
|
||
" 185 8157.873972\n",
|
||
" ... ...\n",
|
||
" 1922 11565.905139\n",
|
||
" 1923 11541.353218\n",
|
||
" 1924 11581.539456\n",
|
||
" 1925 11668.398740\n",
|
||
" 1926 11769.735469\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 10930.896390\n",
|
||
" 182 10897.543567\n",
|
||
" 183 10838.997716\n",
|
||
" 184 10698.154637\n",
|
||
" 185 10583.820857\n",
|
||
" ... ...\n",
|
||
" 1922 15381.534000\n",
|
||
" 1923 15431.097402\n",
|
||
" 1924 15478.069625\n",
|
||
" 1925 15601.984041\n",
|
||
" 1926 15750.348750\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 7174.625457\n",
|
||
" 182 7115.497433\n",
|
||
" 183 7068.392331\n",
|
||
" 184 7060.562109\n",
|
||
" 185 7037.371948\n",
|
||
" ... ...\n",
|
||
" 1922 10859.032116\n",
|
||
" 1923 10833.080077\n",
|
||
" 1924 10793.781466\n",
|
||
" 1925 10819.423310\n",
|
||
" 1926 10873.798517\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 9192.000677\n",
|
||
" 182 9137.112572\n",
|
||
" 183 9086.428463\n",
|
||
" 184 9049.477406\n",
|
||
" 185 9005.739395\n",
|
||
" ... ...\n",
|
||
" 1922 12876.248498\n",
|
||
" 1923 12906.103826\n",
|
||
" 1924 12900.508497\n",
|
||
" 1925 12981.932251\n",
|
||
" 1926 13096.635664\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 9200.821572\n",
|
||
" 182 9197.255040\n",
|
||
" 183 9187.743622\n",
|
||
" 184 9158.812241\n",
|
||
" 185 9105.342741\n",
|
||
" ... ...\n",
|
||
" 1922 13207.477970\n",
|
||
" 1923 13151.185966\n",
|
||
" 1924 13185.318543\n",
|
||
" 1925 13251.619588\n",
|
||
" 1926 13330.195587\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 9495.875583\n",
|
||
" 182 9413.697155\n",
|
||
" 183 9335.869761\n",
|
||
" 184 9272.255738\n",
|
||
" 185 9226.784283\n",
|
||
" ... ...\n",
|
||
" 1922 13879.248358\n",
|
||
" 1923 13935.158897\n",
|
||
" 1924 13724.956246\n",
|
||
" 1925 13724.055153\n",
|
||
" 1926 13844.278439\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 11147.051033\n",
|
||
" 182 11124.387727\n",
|
||
" 183 11064.335423\n",
|
||
" 184 10882.145727\n",
|
||
" 185 10729.252029\n",
|
||
" ... ...\n",
|
||
" 1922 14867.857084\n",
|
||
" 1923 14799.298242\n",
|
||
" 1924 14791.865792\n",
|
||
" 1925 14745.965675\n",
|
||
" 1926 14675.984492\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 9430.624134\n",
|
||
" 182 9374.431594\n",
|
||
" 183 9342.619092\n",
|
||
" 184 9390.448049\n",
|
||
" 185 9374.853708\n",
|
||
" ... ...\n",
|
||
" 1922 12784.110206\n",
|
||
" 1923 12833.890729\n",
|
||
" 1924 12713.378734\n",
|
||
" 1925 12739.762305\n",
|
||
" 1926 12847.699961\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 9566.145767\n",
|
||
" 182 9464.647280\n",
|
||
" 183 9371.872581\n",
|
||
" 184 9307.595592\n",
|
||
" 185 9248.695245\n",
|
||
" ... ...\n",
|
||
" 1922 12398.503722\n",
|
||
" 1923 12440.895607\n",
|
||
" 1924 12489.558486\n",
|
||
" 1925 12511.748959\n",
|
||
" 1926 12506.333869\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 9763.147256\n",
|
||
" 182 9816.299474\n",
|
||
" 183 9838.657905\n",
|
||
" 184 9760.423299\n",
|
||
" 185 9692.151032\n",
|
||
" ... ...\n",
|
||
" 1922 12875.815522\n",
|
||
" 1923 12947.833554\n",
|
||
" 1924 12704.071559\n",
|
||
" 1925 12703.023963\n",
|
||
" 1926 12850.208126\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 11675.907124\n",
|
||
" 182 11575.326983\n",
|
||
" 183 11493.011873\n",
|
||
" 184 11470.362530\n",
|
||
" 185 11433.747427\n",
|
||
" ... ...\n",
|
||
" 1922 15134.371258\n",
|
||
" 1923 15190.949661\n",
|
||
" 1924 15102.089181\n",
|
||
" 1925 15133.017482\n",
|
||
" 1926 15230.100196\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 10213.370542\n",
|
||
" 182 10159.270744\n",
|
||
" 183 10106.872684\n",
|
||
" 184 10060.033635\n",
|
||
" 185 10005.409078\n",
|
||
" ... ...\n",
|
||
" 1922 12725.297521\n",
|
||
" 1923 12705.430853\n",
|
||
" 1924 12740.548909\n",
|
||
" 1925 12865.218604\n",
|
||
" 1926 13031.875391\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 10465.917181\n",
|
||
" 182 10476.497827\n",
|
||
" 183 10461.431221\n",
|
||
" 184 10362.583599\n",
|
||
" 185 10276.687652\n",
|
||
" ... ...\n",
|
||
" 1922 13351.388834\n",
|
||
" 1923 13349.363500\n",
|
||
" 1924 13208.027641\n",
|
||
" 1925 13255.200995\n",
|
||
" 1926 13412.150858\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 10886.658841\n",
|
||
" 182 10933.946643\n",
|
||
" 183 10941.679891\n",
|
||
" 184 10820.201594\n",
|
||
" 185 10719.650152\n",
|
||
" ... ...\n",
|
||
" 1922 14019.714292\n",
|
||
" 1923 13964.246561\n",
|
||
" 1924 13979.684692\n",
|
||
" 1925 14015.935743\n",
|
||
" 1926 14052.793830\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 9878.246101\n",
|
||
" 182 9774.785920\n",
|
||
" 183 9695.376620\n",
|
||
" 184 9694.533533\n",
|
||
" 185 9673.943222\n",
|
||
" ... ...\n",
|
||
" 1922 13840.344433\n",
|
||
" 1923 13811.388760\n",
|
||
" 1924 13755.772598\n",
|
||
" 1925 13723.474100\n",
|
||
" 1926 13706.331602\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 9244.009735\n",
|
||
" 182 9213.787960\n",
|
||
" 183 9164.786927\n",
|
||
" 184 9054.440314\n",
|
||
" 185 8962.628726\n",
|
||
" ... ...\n",
|
||
" 1922 13022.823498\n",
|
||
" 1923 13090.955262\n",
|
||
" 1924 13003.904757\n",
|
||
" 1925 13037.904550\n",
|
||
" 1926 13139.435976\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 10760.137475\n",
|
||
" 182 10694.772555\n",
|
||
" 183 10630.636305\n",
|
||
" 184 10570.513705\n",
|
||
" 185 10524.345408\n",
|
||
" ... ...\n",
|
||
" 1922 15289.726398\n",
|
||
" 1923 15276.399478\n",
|
||
" 1924 15229.335084\n",
|
||
" 1925 15302.700326\n",
|
||
" 1926 15430.685274\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 11938.435823\n",
|
||
" 182 11817.891972\n",
|
||
" 183 11719.516415\n",
|
||
" 184 11693.557284\n",
|
||
" 185 11644.257156\n",
|
||
" ... ...\n",
|
||
" 1922 14943.537038\n",
|
||
" 1923 15033.739848\n",
|
||
" 1924 14909.341490\n",
|
||
" 1925 14867.518522\n",
|
||
" 1926 14876.458710\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 11276.983879\n",
|
||
" 182 11281.662810\n",
|
||
" 183 11261.005399\n",
|
||
" 184 11157.582600\n",
|
||
" 185 11046.166832\n",
|
||
" ... ...\n",
|
||
" 1922 15456.221678\n",
|
||
" 1923 15422.321242\n",
|
||
" 1924 15367.963918\n",
|
||
" 1925 15343.230315\n",
|
||
" 1926 15336.599765\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 10040.822250\n",
|
||
" 182 9989.367613\n",
|
||
" 183 9948.687378\n",
|
||
" 184 9943.203523\n",
|
||
" 185 9906.801828\n",
|
||
" ... ...\n",
|
||
" 1922 13777.138128\n",
|
||
" 1923 13745.419893\n",
|
||
" 1924 13777.542999\n",
|
||
" 1925 13855.706299\n",
|
||
" 1926 13942.588400\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 10297.520358\n",
|
||
" 182 10244.763806\n",
|
||
" 183 10188.078751\n",
|
||
" 184 10118.560593\n",
|
||
" 185 10048.833465\n",
|
||
" ... ...\n",
|
||
" 1922 14044.495749\n",
|
||
" 1923 14098.589571\n",
|
||
" 1924 14094.198157\n",
|
||
" 1925 14075.931971\n",
|
||
" 1926 14042.408006\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 9594.280471\n",
|
||
" 182 9528.775934\n",
|
||
" 183 9467.784712\n",
|
||
" 184 9421.536986\n",
|
||
" 185 9373.088758\n",
|
||
" ... ...\n",
|
||
" 1922 13302.619210\n",
|
||
" 1923 13283.730515\n",
|
||
" 1924 13189.393393\n",
|
||
" 1925 13265.290457\n",
|
||
" 1926 13435.643910\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 18371.696960\n",
|
||
" 182 18443.277177\n",
|
||
" 183 18458.736291\n",
|
||
" 184 18352.945969\n",
|
||
" 185 18281.740357\n",
|
||
" ... ...\n",
|
||
" 1922 40512.791663\n",
|
||
" 1923 40470.756434\n",
|
||
" 1924 40570.155424\n",
|
||
" 1925 40634.583132\n",
|
||
" 1926 40612.976010\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 14902.126429\n",
|
||
" 182 14981.965476\n",
|
||
" 183 14975.518075\n",
|
||
" 184 14782.649124\n",
|
||
" 185 14624.789278\n",
|
||
" ... ...\n",
|
||
" 1922 26603.719989\n",
|
||
" 1923 26572.906337\n",
|
||
" 1924 26564.951792\n",
|
||
" 1925 26659.888639\n",
|
||
" 1926 26750.060576\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 10936.466628\n",
|
||
" 182 10961.791551\n",
|
||
" 183 10954.628140\n",
|
||
" 184 10877.273805\n",
|
||
" 185 10812.505004\n",
|
||
" ... ...\n",
|
||
" 1922 17825.296277\n",
|
||
" 1923 17807.679850\n",
|
||
" 1924 17744.239193\n",
|
||
" 1925 17818.673898\n",
|
||
" 1926 17934.523917\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 10623.963693\n",
|
||
" 182 10531.164506\n",
|
||
" 183 10468.544868\n",
|
||
" 184 10471.128033\n",
|
||
" 185 10445.358763\n",
|
||
" ... ...\n",
|
||
" 1922 15357.548841\n",
|
||
" 1923 15450.346808\n",
|
||
" 1924 15475.383425\n",
|
||
" 1925 15484.327956\n",
|
||
" 1926 15462.719870\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 9513.957774\n",
|
||
" 182 9422.359899\n",
|
||
" 183 9345.754179\n",
|
||
" 184 9301.538957\n",
|
||
" 185 9251.712511\n",
|
||
" ... ...\n",
|
||
" 1922 12832.574313\n",
|
||
" 1923 12854.386911\n",
|
||
" 1924 12850.874285\n",
|
||
" 1925 12913.156965\n",
|
||
" 1926 12981.162971\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 11211.498700\n",
|
||
" 182 11175.478016\n",
|
||
" 183 11110.776186\n",
|
||
" 184 10984.108847\n",
|
||
" 185 10941.121809\n",
|
||
" ... ...\n",
|
||
" 1922 16340.753772\n",
|
||
" 1923 16254.491014\n",
|
||
" 1924 16218.003640\n",
|
||
" 1925 16396.394171\n",
|
||
" 1926 16605.824656\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 12389.671629\n",
|
||
" 182 12310.426427\n",
|
||
" 183 12218.116796\n",
|
||
" 184 12097.581514\n",
|
||
" 185 12045.795251\n",
|
||
" ... ...\n",
|
||
" 1922 16385.420389\n",
|
||
" 1923 16455.585204\n",
|
||
" 1924 16236.320683\n",
|
||
" 1925 16253.582191\n",
|
||
" 1926 16358.319600\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 8041.078935\n",
|
||
" 182 7991.336002\n",
|
||
" 183 7936.117360\n",
|
||
" 184 7869.068469\n",
|
||
" 185 7810.311078\n",
|
||
" ... ...\n",
|
||
" 1922 9265.369670\n",
|
||
" 1923 9256.920189\n",
|
||
" 1924 9292.624103\n",
|
||
" 1925 9280.739448\n",
|
||
" 1926 9247.183636\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 8748.849301\n",
|
||
" 182 8643.817017\n",
|
||
" 183 8578.036788\n",
|
||
" 184 8597.060477\n",
|
||
" 185 8560.657707\n",
|
||
" ... ...\n",
|
||
" 1922 9725.634349\n",
|
||
" 1923 9705.582522\n",
|
||
" 1924 9634.796537\n",
|
||
" 1925 9743.881649\n",
|
||
" 1926 9890.007907\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 8521.170544\n",
|
||
" 182 8532.196275\n",
|
||
" 183 8513.056417\n",
|
||
" 184 8428.743918\n",
|
||
" 185 8352.200286\n",
|
||
" ... ...\n",
|
||
" 1922 9695.322684\n",
|
||
" 1923 9725.890379\n",
|
||
" 1924 9711.515379\n",
|
||
" 1925 9793.031001\n",
|
||
" 1926 9899.135336\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 10082.966582\n",
|
||
" 182 10051.481215\n",
|
||
" 183 10023.376157\n",
|
||
" 184 10002.574242\n",
|
||
" 185 9966.562467\n",
|
||
" ... ...\n",
|
||
" 1922 11805.955657\n",
|
||
" 1923 11744.243215\n",
|
||
" 1924 11679.995741\n",
|
||
" 1925 11762.722978\n",
|
||
" 1926 11878.977375\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 9139.558382\n",
|
||
" 182 9129.976142\n",
|
||
" 183 9133.473585\n",
|
||
" 184 9165.229634\n",
|
||
" 185 9163.597182\n",
|
||
" ... ...\n",
|
||
" 1922 10638.649552\n",
|
||
" 1923 10585.055770\n",
|
||
" 1924 10487.227487\n",
|
||
" 1925 10523.765088\n",
|
||
" 1926 10602.679099\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 9418.629067\n",
|
||
" 182 9476.463070\n",
|
||
" 183 9481.553331\n",
|
||
" 184 9372.690931\n",
|
||
" 185 9314.866509\n",
|
||
" ... ...\n",
|
||
" 1922 10792.112330\n",
|
||
" 1923 10839.551984\n",
|
||
" 1924 10872.332287\n",
|
||
" 1925 10945.719421\n",
|
||
" 1926 11000.494867\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 9998.973128\n",
|
||
" 182 9880.079594\n",
|
||
" 183 9808.034366\n",
|
||
" 184 9837.204729\n",
|
||
" 185 9811.970641\n",
|
||
" ... ...\n",
|
||
" 1922 10860.486700\n",
|
||
" 1923 10865.537960\n",
|
||
" 1924 10921.303111\n",
|
||
" 1925 10998.081990\n",
|
||
" 1926 11044.408949\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 8195.034277\n",
|
||
" 182 8192.678071\n",
|
||
" 183 8162.267898\n",
|
||
" 184 8071.247233\n",
|
||
" 185 8010.268057\n",
|
||
" ... ...\n",
|
||
" 1922 8673.858473\n",
|
||
" 1923 8616.453751\n",
|
||
" 1924 8648.938599\n",
|
||
" 1925 8698.230708\n",
|
||
" 1926 8733.806260\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 8193.825555\n",
|
||
" 182 8135.427728\n",
|
||
" 183 8067.758805\n",
|
||
" 184 7980.059712\n",
|
||
" 185 7928.481499\n",
|
||
" ... ...\n",
|
||
" 1922 8899.234896\n",
|
||
" 1923 8894.222239\n",
|
||
" 1924 8844.220345\n",
|
||
" 1925 8832.002221\n",
|
||
" 1926 8831.442210\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 7563.452908\n",
|
||
" 182 7585.705934\n",
|
||
" 183 7584.330416\n",
|
||
" 184 7531.905517\n",
|
||
" 185 7487.026265\n",
|
||
" ... ...\n",
|
||
" 1922 8356.547901\n",
|
||
" 1923 8353.938384\n",
|
||
" 1924 8352.960480\n",
|
||
" 1925 8363.181777\n",
|
||
" 1926 8381.741260\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 11866.205149\n",
|
||
" 182 11810.248039\n",
|
||
" 183 11766.745732\n",
|
||
" 184 11750.151982\n",
|
||
" 185 11718.605537\n",
|
||
" ... ...\n",
|
||
" 1922 13524.876069\n",
|
||
" 1923 13579.019017\n",
|
||
" 1924 13430.404118\n",
|
||
" 1925 13451.138649\n",
|
||
" 1926 13542.752242\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 10456.386815\n",
|
||
" 182 10518.348465\n",
|
||
" 183 10529.674804\n",
|
||
" 184 10431.603735\n",
|
||
" 185 10331.921310\n",
|
||
" ... ...\n",
|
||
" 1922 12191.547600\n",
|
||
" 1923 12179.207710\n",
|
||
" 1924 12139.044200\n",
|
||
" 1925 12197.564346\n",
|
||
" 1926 12285.223727\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 6446.258296\n",
|
||
" 182 6477.050928\n",
|
||
" 183 6471.135507\n",
|
||
" 184 6385.912472\n",
|
||
" 185 6326.938842\n",
|
||
" ... ...\n",
|
||
" 1922 6875.508255\n",
|
||
" 1923 6846.787459\n",
|
||
" 1924 6846.653936\n",
|
||
" 1925 6873.818889\n",
|
||
" 1926 6897.994240\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 6857.695440\n",
|
||
" 182 6830.494382\n",
|
||
" 183 6810.047954\n",
|
||
" 184 6804.194880\n",
|
||
" 185 6786.943642\n",
|
||
" ... ...\n",
|
||
" 1922 7147.242264\n",
|
||
" 1923 7099.065683\n",
|
||
" 1924 7152.240240\n",
|
||
" 1925 7161.331478\n",
|
||
" 1926 7146.913649\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 9007.248267\n",
|
||
" 182 9000.318903\n",
|
||
" 183 8966.180035\n",
|
||
" 184 8873.255136\n",
|
||
" 185 8816.192982\n",
|
||
" ... ...\n",
|
||
" 1922 8932.034003\n",
|
||
" 1923 8831.723946\n",
|
||
" 1924 8880.950588\n",
|
||
" 1925 8968.688862\n",
|
||
" 1926 9045.557988\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 10544.452546\n",
|
||
" 182 10505.016121\n",
|
||
" 183 10447.446134\n",
|
||
" 184 10350.698654\n",
|
||
" 185 10256.898036\n",
|
||
" ... ...\n",
|
||
" 1922 11772.393797\n",
|
||
" 1923 11824.767442\n",
|
||
" 1924 11766.798376\n",
|
||
" 1925 11834.106839\n",
|
||
" 1926 11929.393193\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 9492.807844\n",
|
||
" 182 9496.611073\n",
|
||
" 183 9504.210440\n",
|
||
" 184 9520.011347\n",
|
||
" 185 9473.293958\n",
|
||
" ... ...\n",
|
||
" 1922 9950.920926\n",
|
||
" 1923 9892.675356\n",
|
||
" 1924 9954.578766\n",
|
||
" 1925 10026.297970\n",
|
||
" 1926 10074.791740\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 12242.472659\n",
|
||
" 182 12193.898999\n",
|
||
" 183 12130.146326\n",
|
||
" 184 12033.599451\n",
|
||
" 185 11957.721673\n",
|
||
" ... ...\n",
|
||
" 1922 13769.439266\n",
|
||
" 1923 13722.263851\n",
|
||
" 1924 13705.287210\n",
|
||
" 1925 13777.900794\n",
|
||
" 1926 13856.891223\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 10258.751546\n",
|
||
" 182 10166.575467\n",
|
||
" 183 10097.196463\n",
|
||
" 184 10077.070456\n",
|
||
" 185 10043.253983\n",
|
||
" ... ...\n",
|
||
" 1922 11038.490544\n",
|
||
" 1923 11005.373474\n",
|
||
" 1924 11013.105166\n",
|
||
" 1925 11123.033797\n",
|
||
" 1926 11230.423961\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 8712.173669\n",
|
||
" 182 8651.169132\n",
|
||
" 183 8589.542309\n",
|
||
" 184 8526.571039\n",
|
||
" 185 8477.718059\n",
|
||
" ... ...\n",
|
||
" 1922 9931.535765\n",
|
||
" 1923 9925.835216\n",
|
||
" 1924 9894.773347\n",
|
||
" 1925 9901.500747\n",
|
||
" 1926 9906.886536\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 8286.273126\n",
|
||
" 182 8241.229234\n",
|
||
" 183 8184.591882\n",
|
||
" 184 8102.906903\n",
|
||
" 185 8041.651705\n",
|
||
" ... ...\n",
|
||
" 1922 8595.937002\n",
|
||
" 1923 8607.714678\n",
|
||
" 1924 8465.750032\n",
|
||
" 1925 8481.237779\n",
|
||
" 1926 8551.281693\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 6225.891800\n",
|
||
" 182 6217.295686\n",
|
||
" 183 6188.029471\n",
|
||
" 184 6114.105580\n",
|
||
" 185 6045.175368\n",
|
||
" ... ...\n",
|
||
" 1922 6291.945928\n",
|
||
" 1923 6289.579155\n",
|
||
" 1924 6245.498347\n",
|
||
" 1925 6211.204786\n",
|
||
" 1926 6179.574440\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 5917.621123\n",
|
||
" 182 5987.045689\n",
|
||
" 183 6030.091366\n",
|
||
" 184 6016.145550\n",
|
||
" 185 5971.552982\n",
|
||
" ... ...\n",
|
||
" 1922 7250.845762\n",
|
||
" 1923 7230.869190\n",
|
||
" 1924 7169.155491\n",
|
||
" 1925 7199.819764\n",
|
||
" 1926 7269.068701\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 7154.472227\n",
|
||
" 182 7141.984085\n",
|
||
" 183 7098.701613\n",
|
||
" 184 6988.888105\n",
|
||
" 185 6914.921353\n",
|
||
" ... ...\n",
|
||
" 1922 8226.425513\n",
|
||
" 1923 8220.959476\n",
|
||
" 1924 8172.957266\n",
|
||
" 1925 8290.833073\n",
|
||
" 1926 8450.193011\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 6707.645791\n",
|
||
" 182 6684.429849\n",
|
||
" 183 6658.475724\n",
|
||
" 184 6626.605764\n",
|
||
" 185 6592.174080\n",
|
||
" ... ...\n",
|
||
" 1922 6339.754364\n",
|
||
" 1923 6401.872421\n",
|
||
" 1924 6383.921348\n",
|
||
" 1925 6359.665649\n",
|
||
" 1926 6337.598884\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 7079.964273\n",
|
||
" 182 7104.828297\n",
|
||
" 183 7100.157046\n",
|
||
" 184 7031.674939\n",
|
||
" 185 6973.761550\n",
|
||
" ... ...\n",
|
||
" 1922 6962.214446\n",
|
||
" 1923 6910.898955\n",
|
||
" 1924 6923.308993\n",
|
||
" 1925 6995.219227\n",
|
||
" 1926 7071.519452\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 8140.003114\n",
|
||
" 182 8057.581323\n",
|
||
" 183 7996.900058\n",
|
||
" 184 7983.189121\n",
|
||
" 185 7953.262379\n",
|
||
" ... ...\n",
|
||
" 1922 7991.320120\n",
|
||
" 1923 7999.014340\n",
|
||
" 1924 7985.454365\n",
|
||
" 1925 8023.687735\n",
|
||
" 1926 8070.339057\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 7292.518959\n",
|
||
" 182 7254.028296\n",
|
||
" 183 7233.473734\n",
|
||
" 184 7251.670055\n",
|
||
" 185 7229.123131\n",
|
||
" ... ...\n",
|
||
" 1922 7543.870887\n",
|
||
" 1923 7512.497860\n",
|
||
" 1924 7661.830247\n",
|
||
" 1925 7643.912418\n",
|
||
" 1926 7553.104694\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 13851.193812\n",
|
||
" 182 13644.028840\n",
|
||
" 183 13508.828580\n",
|
||
" 184 13529.107814\n",
|
||
" 185 13519.785138\n",
|
||
" ... ...\n",
|
||
" 1922 15456.217455\n",
|
||
" 1923 15387.654701\n",
|
||
" 1924 15391.791696\n",
|
||
" 1925 15391.729413\n",
|
||
" 1926 15381.632205\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 9602.053049\n",
|
||
" 182 9588.523282\n",
|
||
" 183 9540.402406\n",
|
||
" 184 9417.547567\n",
|
||
" 185 9354.578548\n",
|
||
" ... ...\n",
|
||
" 1922 11133.236549\n",
|
||
" 1923 11138.323110\n",
|
||
" 1924 11088.619827\n",
|
||
" 1925 11137.597662\n",
|
||
" 1926 11228.715759\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 8827.914142\n",
|
||
" 182 8785.604356\n",
|
||
" 183 8736.340754\n",
|
||
" 184 8672.053455\n",
|
||
" 185 8633.022892\n",
|
||
" ... ...\n",
|
||
" 1922 9188.537060\n",
|
||
" 1923 9239.572686\n",
|
||
" 1924 9172.903494\n",
|
||
" 1925 9201.410595\n",
|
||
" 1926 9251.077887\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 9932.480105\n",
|
||
" 182 9877.625921\n",
|
||
" 183 9848.093579\n",
|
||
" 184 9873.268981\n",
|
||
" 185 9857.960522\n",
|
||
" ... ...\n",
|
||
" 1922 11896.164142\n",
|
||
" 1923 11795.050872\n",
|
||
" 1924 11778.862109\n",
|
||
" 1925 11838.964944\n",
|
||
" 1926 11902.266401\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 7046.559612\n",
|
||
" 182 6959.336862\n",
|
||
" 183 6904.824167\n",
|
||
" 184 6920.981426\n",
|
||
" 185 6907.026593\n",
|
||
" ... ...\n",
|
||
" 1922 7178.551502\n",
|
||
" 1923 7199.628639\n",
|
||
" 1924 7157.758058\n",
|
||
" 1925 7201.271235\n",
|
||
" 1926 7267.066558\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 6334.061331\n",
|
||
" 182 6329.481110\n",
|
||
" 183 6296.214500\n",
|
||
" 184 6200.971052\n",
|
||
" 185 6143.866699\n",
|
||
" ... ...\n",
|
||
" 1922 6567.037761\n",
|
||
" 1923 6539.667332\n",
|
||
" 1924 6576.054011\n",
|
||
" 1925 6614.550267\n",
|
||
" 1926 6640.607357\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 7326.598999\n",
|
||
" 182 7274.769033\n",
|
||
" 183 7236.236994\n",
|
||
" 184 7226.435079\n",
|
||
" 185 7189.028390\n",
|
||
" ... ...\n",
|
||
" 1922 8901.394353\n",
|
||
" 1923 8915.768602\n",
|
||
" 1924 8845.922011\n",
|
||
" 1925 8881.051013\n",
|
||
" 1926 8941.788026\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 10100.087377\n",
|
||
" 182 10069.938034\n",
|
||
" 183 10051.817271\n",
|
||
" 184 10059.684206\n",
|
||
" 185 10034.899489\n",
|
||
" ... ...\n",
|
||
" 1922 22802.009599\n",
|
||
" 1923 22694.969576\n",
|
||
" 1924 22736.640031\n",
|
||
" 1925 22937.213108\n",
|
||
" 1926 23137.925004\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 8659.378039\n",
|
||
" 182 8660.413357\n",
|
||
" 183 8663.979593\n",
|
||
" 184 8673.013867\n",
|
||
" 185 8649.903929\n",
|
||
" ... ...\n",
|
||
" 1922 16067.658100\n",
|
||
" 1923 16065.402152\n",
|
||
" 1924 16043.513895\n",
|
||
" 1925 16138.513070\n",
|
||
" 1926 16255.871832\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 6773.173938\n",
|
||
" 182 6830.691846\n",
|
||
" 183 6854.450233\n",
|
||
" 184 6805.271302\n",
|
||
" 185 6778.831377\n",
|
||
" ... ...\n",
|
||
" 1922 11706.687826\n",
|
||
" 1923 11780.979665\n",
|
||
" 1924 11707.336356\n",
|
||
" 1925 11699.468899\n",
|
||
" 1926 11709.547951\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 6290.164064\n",
|
||
" 182 6285.578797\n",
|
||
" 183 6260.533539\n",
|
||
" 184 6191.284547\n",
|
||
" 185 6167.541016\n",
|
||
" ... ...\n",
|
||
" 1922 10620.716495\n",
|
||
" 1923 10611.719473\n",
|
||
" 1924 10651.781342\n",
|
||
" 1925 10684.854706\n",
|
||
" 1926 10702.353518\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 6658.738042\n",
|
||
" 182 6666.872754\n",
|
||
" 183 6670.154482\n",
|
||
" 184 6662.951357\n",
|
||
" 185 6632.703036\n",
|
||
" ... ...\n",
|
||
" 1922 10330.705189\n",
|
||
" 1923 10289.291255\n",
|
||
" 1924 10161.130270\n",
|
||
" 1925 10210.724460\n",
|
||
" 1926 10329.478736\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 5991.956220\n",
|
||
" 182 5910.611876\n",
|
||
" 183 5836.664349\n",
|
||
" 184 5778.697615\n",
|
||
" 185 5734.094329\n",
|
||
" ... ...\n",
|
||
" 1922 8590.600624\n",
|
||
" 1923 8595.300898\n",
|
||
" 1924 8552.571731\n",
|
||
" 1925 8575.626875\n",
|
||
" 1926 8615.784260\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 6267.435748\n",
|
||
" 182 6249.504367\n",
|
||
" 183 6232.419876\n",
|
||
" 184 6217.165087\n",
|
||
" 185 6208.731465\n",
|
||
" ... ...\n",
|
||
" 1922 8456.684797\n",
|
||
" 1923 8519.140553\n",
|
||
" 1924 8475.356462\n",
|
||
" 1925 8460.258482\n",
|
||
" 1926 8454.784686\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 5556.768391\n",
|
||
" 182 5546.758049\n",
|
||
" 183 5541.178988\n",
|
||
" 184 5545.173696\n",
|
||
" 185 5544.362035\n",
|
||
" ... ...\n",
|
||
" 1922 7680.271497\n",
|
||
" 1923 7747.144852\n",
|
||
" 1924 7637.448198\n",
|
||
" 1925 7630.615868\n",
|
||
" 1926 7662.770641\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 6370.319348\n",
|
||
" 182 6376.418238\n",
|
||
" 183 6359.734987\n",
|
||
" 184 6293.831005\n",
|
||
" 185 6276.473660\n",
|
||
" ... ...\n",
|
||
" 1922 8589.947378\n",
|
||
" 1923 8577.589792\n",
|
||
" 1924 8520.233732\n",
|
||
" 1925 8613.353825\n",
|
||
" 1926 8744.477823\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 7407.377273\n",
|
||
" 182 7476.312688\n",
|
||
" 183 7497.564910\n",
|
||
" 184 7415.797773\n",
|
||
" 185 7358.004753\n",
|
||
" ... ...\n",
|
||
" 1922 10421.476711\n",
|
||
" 1923 10360.227350\n",
|
||
" 1924 10268.636441\n",
|
||
" 1925 10342.911706\n",
|
||
" 1926 10469.559160\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 6694.473535\n",
|
||
" 182 6629.225053\n",
|
||
" 183 6573.901734\n",
|
||
" 184 6540.021694\n",
|
||
" 185 6543.578994\n",
|
||
" ... ...\n",
|
||
" 1922 9200.354102\n",
|
||
" 1923 9204.739049\n",
|
||
" 1924 9133.886776\n",
|
||
" 1925 9176.408652\n",
|
||
" 1926 9263.585484\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 5755.678564\n",
|
||
" 182 5689.650819\n",
|
||
" 183 5651.055991\n",
|
||
" 184 5671.729883\n",
|
||
" 185 5668.878440\n",
|
||
" ... ...\n",
|
||
" 1922 7957.033983\n",
|
||
" 1923 7910.880957\n",
|
||
" 1924 7833.588659\n",
|
||
" 1925 7873.868729\n",
|
||
" 1926 7948.937094\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 5257.477033\n",
|
||
" 182 5207.401355\n",
|
||
" 183 5167.248314\n",
|
||
" 184 5148.533092\n",
|
||
" 185 5122.205046\n",
|
||
" ... ...\n",
|
||
" 1922 6870.625889\n",
|
||
" 1923 6835.660325\n",
|
||
" 1924 6791.652118\n",
|
||
" 1925 6784.029684\n",
|
||
" 1926 6788.695697\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 5469.867981\n",
|
||
" 182 5468.520352\n",
|
||
" 183 5458.524536\n",
|
||
" 184 5429.844345\n",
|
||
" 185 5406.200595\n",
|
||
" ... ...\n",
|
||
" 1922 7350.929222\n",
|
||
" 1923 7265.703247\n",
|
||
" 1924 7208.172313\n",
|
||
" 1925 7238.820919\n",
|
||
" 1926 7304.699291\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 5113.257049\n",
|
||
" 182 5085.180361\n",
|
||
" 183 5057.319471\n",
|
||
" 184 5029.924813\n",
|
||
" 185 5014.656568\n",
|
||
" ... ...\n",
|
||
" 1922 6797.895950\n",
|
||
" 1923 6767.320493\n",
|
||
" 1924 6728.526300\n",
|
||
" 1925 6762.517400\n",
|
||
" 1926 6811.176046\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 5585.851872\n",
|
||
" 182 5563.168977\n",
|
||
" 183 5535.427551\n",
|
||
" 184 5496.757188\n",
|
||
" 185 5492.734680\n",
|
||
" ... ...\n",
|
||
" 1922 7015.703941\n",
|
||
" 1923 7025.743908\n",
|
||
" 1924 7061.150474\n",
|
||
" 1925 7114.065730\n",
|
||
" 1926 7159.164159\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 5020.666886\n",
|
||
" 182 5045.284695\n",
|
||
" 183 5037.414236\n",
|
||
" 184 4959.352997\n",
|
||
" 185 4927.801558\n",
|
||
" ... ...\n",
|
||
" 1922 6026.547373\n",
|
||
" 1923 6002.526121\n",
|
||
" 1924 5998.101562\n",
|
||
" 1925 6034.973847\n",
|
||
" 1926 6079.624534\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 4721.550573\n",
|
||
" 182 4691.425702\n",
|
||
" 183 4669.743439\n",
|
||
" 184 4666.301402\n",
|
||
" 185 4668.425788\n",
|
||
" ... ...\n",
|
||
" 1922 5983.856360\n",
|
||
" 1923 5999.492690\n",
|
||
" 1924 5891.652728\n",
|
||
" 1925 5923.775712\n",
|
||
" 1926 5996.608393\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 5620.407634\n",
|
||
" 182 5647.765856\n",
|
||
" 183 5643.268069\n",
|
||
" 184 5569.945488\n",
|
||
" 185 5512.250430\n",
|
||
" ... ...\n",
|
||
" 1922 7099.287958\n",
|
||
" 1923 7074.439076\n",
|
||
" 1924 7110.896779\n",
|
||
" 1925 7183.762458\n",
|
||
" 1926 7259.022318\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 6181.079496\n",
|
||
" 182 6209.838828\n",
|
||
" 183 6183.539128\n",
|
||
" 184 6038.284592\n",
|
||
" 185 5949.603493\n",
|
||
" ... ...\n",
|
||
" 1922 8144.948006\n",
|
||
" 1923 8069.557980\n",
|
||
" 1924 8075.854697\n",
|
||
" 1925 8164.048745\n",
|
||
" 1926 8269.577696\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 6110.029651\n",
|
||
" 182 6102.753919\n",
|
||
" 183 6075.229727\n",
|
||
" 184 6003.958810\n",
|
||
" 185 5950.342697\n",
|
||
" ... ...\n",
|
||
" 1922 7797.416467\n",
|
||
" 1923 7797.077539\n",
|
||
" 1924 7723.948751\n",
|
||
" 1925 7773.293039\n",
|
||
" 1926 7857.913529\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 5684.890374\n",
|
||
" 182 5624.858339\n",
|
||
" 183 5584.875594\n",
|
||
" 184 5588.209263\n",
|
||
" 185 5582.685017\n",
|
||
" ... ...\n",
|
||
" 1922 7059.210831\n",
|
||
" 1923 7045.541522\n",
|
||
" 1924 6926.350235\n",
|
||
" 1925 6984.916659\n",
|
||
" 1926 7098.169463\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 4800.032232\n",
|
||
" 182 4758.574868\n",
|
||
" 183 4737.163580\n",
|
||
" 184 4759.061766\n",
|
||
" 185 4754.144431\n",
|
||
" ... ...\n",
|
||
" 1922 5918.278657\n",
|
||
" 1923 5887.092730\n",
|
||
" 1924 5834.601569\n",
|
||
" 1925 5860.491704\n",
|
||
" 1926 5902.921345\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 4994.233513\n",
|
||
" 182 5006.171958\n",
|
||
" 183 4984.569713\n",
|
||
" 184 4890.502928\n",
|
||
" 185 4845.715783\n",
|
||
" ... ...\n",
|
||
" 1922 6082.161050\n",
|
||
" 1923 6067.860953\n",
|
||
" 1924 6059.266888\n",
|
||
" 1925 6129.066173\n",
|
||
" 1926 6205.764646\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 5794.322845\n",
|
||
" 182 5799.685609\n",
|
||
" 183 5793.867835\n",
|
||
" 184 5763.894549\n",
|
||
" 185 5733.639879\n",
|
||
" ... ...\n",
|
||
" 1922 7255.818398\n",
|
||
" 1923 7295.524548\n",
|
||
" 1924 7226.507187\n",
|
||
" 1925 7263.865107\n",
|
||
" 1926 7330.247135\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 4929.706587\n",
|
||
" 182 4880.259062\n",
|
||
" 183 4827.023180\n",
|
||
" 184 4765.602565\n",
|
||
" 185 4721.592934\n",
|
||
" ... ...\n",
|
||
" 1922 6145.814954\n",
|
||
" 1923 6151.525304\n",
|
||
" 1924 6171.146516\n",
|
||
" 1925 6154.374977\n",
|
||
" 1926 6116.099923\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 4976.683372\n",
|
||
" 182 4944.587511\n",
|
||
" 183 4915.028350\n",
|
||
" 184 4890.949721\n",
|
||
" 185 4863.050972\n",
|
||
" ... ...\n",
|
||
" 1922 6301.021722\n",
|
||
" 1923 6298.939648\n",
|
||
" 1924 6335.294130\n",
|
||
" 1925 6372.358290\n",
|
||
" 1926 6384.340966\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 4624.879736\n",
|
||
" 182 4610.755115\n",
|
||
" 183 4595.789124\n",
|
||
" 184 4579.005354\n",
|
||
" 185 4559.167826\n",
|
||
" ... ...\n",
|
||
" 1922 5781.168717\n",
|
||
" 1923 5732.219513\n",
|
||
" 1924 5680.752341\n",
|
||
" 1925 5677.568191\n",
|
||
" 1926 5690.624174\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 5815.276942\n",
|
||
" 182 5785.949748\n",
|
||
" 183 5748.612117\n",
|
||
" 184 5693.967964\n",
|
||
" 185 5640.791390\n",
|
||
" ... ...\n",
|
||
" 1922 6902.897781\n",
|
||
" 1923 6888.642235\n",
|
||
" 1924 6925.075316\n",
|
||
" 1925 6934.919387\n",
|
||
" 1926 6916.892846\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 5650.689017\n",
|
||
" 182 5624.010916\n",
|
||
" 183 5577.087592\n",
|
||
" 184 5486.424537\n",
|
||
" 185 5440.487382\n",
|
||
" ... ...\n",
|
||
" 1922 7332.869062\n",
|
||
" 1923 7290.313640\n",
|
||
" 1924 7309.041860\n",
|
||
" 1925 7312.375830\n",
|
||
" 1926 7300.034115\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 6322.280621\n",
|
||
" 182 6301.687030\n",
|
||
" 183 6273.081571\n",
|
||
" 184 6227.166501\n",
|
||
" 185 6183.233482\n",
|
||
" ... ...\n",
|
||
" 1922 7966.108624\n",
|
||
" 1923 7987.508932\n",
|
||
" 1924 7965.590687\n",
|
||
" 1925 7957.665311\n",
|
||
" 1926 7954.704193\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 5698.545706\n",
|
||
" 182 5728.581779\n",
|
||
" 183 5732.034873\n",
|
||
" 184 5678.055538\n",
|
||
" 185 5637.696455\n",
|
||
" ... ...\n",
|
||
" 1922 7064.511451\n",
|
||
" 1923 7047.818826\n",
|
||
" 1924 7103.075455\n",
|
||
" 1925 7191.245598\n",
|
||
" 1926 7264.274756\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 4721.482986\n",
|
||
" 182 4716.710030\n",
|
||
" 183 4714.047225\n",
|
||
" 184 4715.943395\n",
|
||
" 185 4687.460987\n",
|
||
" ... ...\n",
|
||
" 1922 5943.253102\n",
|
||
" 1923 5994.795669\n",
|
||
" 1924 5962.166249\n",
|
||
" 1925 5984.124688\n",
|
||
" 1926 6020.282414\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 4475.939129\n",
|
||
" 182 4495.821569\n",
|
||
" 183 4503.044538\n",
|
||
" 184 4482.916766\n",
|
||
" 185 4455.174896\n",
|
||
" ... ...\n",
|
||
" 1922 5218.262111\n",
|
||
" 1923 5166.010745\n",
|
||
" 1924 5125.958977\n",
|
||
" 1925 5159.392028\n",
|
||
" 1926 5220.334329\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 4236.825013\n",
|
||
" 182 4214.647920\n",
|
||
" 183 4207.240139\n",
|
||
" 184 4231.741399\n",
|
||
" 185 4222.847266\n",
|
||
" ... ...\n",
|
||
" 1922 5102.206485\n",
|
||
" 1923 5106.338168\n",
|
||
" 1924 5096.571439\n",
|
||
" 1925 5085.402060\n",
|
||
" 1926 5072.943940\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 4275.228424\n",
|
||
" 182 4236.377266\n",
|
||
" 183 4203.438897\n",
|
||
" 184 4183.275087\n",
|
||
" 185 4176.257179\n",
|
||
" ... ...\n",
|
||
" 1922 5314.297172\n",
|
||
" 1923 5287.302024\n",
|
||
" 1924 5329.789713\n",
|
||
" 1925 5295.292834\n",
|
||
" 1926 5236.148053\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 4362.354997\n",
|
||
" 182 4433.595406\n",
|
||
" 183 4451.034918\n",
|
||
" 184 4352.237791\n",
|
||
" 185 4266.765683\n",
|
||
" ... ...\n",
|
||
" 1922 5099.248095\n",
|
||
" 1923 5071.851922\n",
|
||
" 1924 5029.698197\n",
|
||
" 1925 5049.829455\n",
|
||
" 1926 5095.167409\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 10100.087377\n",
|
||
" 182 10069.938034\n",
|
||
" 183 10051.817271\n",
|
||
" 184 10059.684206\n",
|
||
" 185 10034.899489\n",
|
||
" ... ...\n",
|
||
" 1922 22802.009599\n",
|
||
" 1923 22694.969576\n",
|
||
" 1924 22736.640031\n",
|
||
" 1925 22937.213108\n",
|
||
" 1926 23137.925004\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 8659.378039\n",
|
||
" 182 8660.413357\n",
|
||
" 183 8663.979593\n",
|
||
" 184 8673.013867\n",
|
||
" 185 8649.903929\n",
|
||
" ... ...\n",
|
||
" 1922 16067.658100\n",
|
||
" 1923 16065.402152\n",
|
||
" 1924 16043.513895\n",
|
||
" 1925 16138.513070\n",
|
||
" 1926 16255.871832\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 6773.173938\n",
|
||
" 182 6830.691846\n",
|
||
" 183 6854.450233\n",
|
||
" 184 6805.271302\n",
|
||
" 185 6778.831377\n",
|
||
" ... ...\n",
|
||
" 1922 11706.687826\n",
|
||
" 1923 11780.979665\n",
|
||
" 1924 11707.336356\n",
|
||
" 1925 11699.468899\n",
|
||
" 1926 11709.547951\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 6290.164064\n",
|
||
" 182 6285.578797\n",
|
||
" 183 6260.533539\n",
|
||
" 184 6191.284547\n",
|
||
" 185 6167.541016\n",
|
||
" ... ...\n",
|
||
" 1922 10620.716495\n",
|
||
" 1923 10611.719473\n",
|
||
" 1924 10651.781342\n",
|
||
" 1925 10684.854706\n",
|
||
" 1926 10702.353518\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 6658.738042\n",
|
||
" 182 6666.872754\n",
|
||
" 183 6670.154482\n",
|
||
" 184 6662.951357\n",
|
||
" 185 6632.703036\n",
|
||
" ... ...\n",
|
||
" 1922 10330.705189\n",
|
||
" 1923 10289.291255\n",
|
||
" 1924 10161.130270\n",
|
||
" 1925 10210.724460\n",
|
||
" 1926 10329.478736\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 5991.956220\n",
|
||
" 182 5910.611876\n",
|
||
" 183 5836.664349\n",
|
||
" 184 5778.697615\n",
|
||
" 185 5734.094329\n",
|
||
" ... ...\n",
|
||
" 1922 8590.600624\n",
|
||
" 1923 8595.300898\n",
|
||
" 1924 8552.571731\n",
|
||
" 1925 8575.626875\n",
|
||
" 1926 8615.784260\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 6267.435748\n",
|
||
" 182 6249.504367\n",
|
||
" 183 6232.419876\n",
|
||
" 184 6217.165087\n",
|
||
" 185 6208.731465\n",
|
||
" ... ...\n",
|
||
" 1922 8456.684797\n",
|
||
" 1923 8519.140553\n",
|
||
" 1924 8475.356462\n",
|
||
" 1925 8460.258482\n",
|
||
" 1926 8454.784686\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 5556.768391\n",
|
||
" 182 5546.758049\n",
|
||
" 183 5541.178988\n",
|
||
" 184 5545.173696\n",
|
||
" 185 5544.362035\n",
|
||
" ... ...\n",
|
||
" 1922 7680.271497\n",
|
||
" 1923 7747.144852\n",
|
||
" 1924 7637.448198\n",
|
||
" 1925 7630.615868\n",
|
||
" 1926 7662.770641\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 6370.319348\n",
|
||
" 182 6376.418238\n",
|
||
" 183 6359.734987\n",
|
||
" 184 6293.831005\n",
|
||
" 185 6276.473660\n",
|
||
" ... ...\n",
|
||
" 1922 8589.947378\n",
|
||
" 1923 8577.589792\n",
|
||
" 1924 8520.233732\n",
|
||
" 1925 8613.353825\n",
|
||
" 1926 8744.477823\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 7407.377273\n",
|
||
" 182 7476.312688\n",
|
||
" 183 7497.564910\n",
|
||
" 184 7415.797773\n",
|
||
" 185 7358.004753\n",
|
||
" ... ...\n",
|
||
" 1922 10421.476711\n",
|
||
" 1923 10360.227350\n",
|
||
" 1924 10268.636441\n",
|
||
" 1925 10342.911706\n",
|
||
" 1926 10469.559160\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 6694.473535\n",
|
||
" 182 6629.225053\n",
|
||
" 183 6573.901734\n",
|
||
" 184 6540.021694\n",
|
||
" 185 6543.578994\n",
|
||
" ... ...\n",
|
||
" 1922 9200.354102\n",
|
||
" 1923 9204.739049\n",
|
||
" 1924 9133.886776\n",
|
||
" 1925 9176.408652\n",
|
||
" 1926 9263.585484\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 5755.678564\n",
|
||
" 182 5689.650819\n",
|
||
" 183 5651.055991\n",
|
||
" 184 5671.729883\n",
|
||
" 185 5668.878440\n",
|
||
" ... ...\n",
|
||
" 1922 7957.033983\n",
|
||
" 1923 7910.880957\n",
|
||
" 1924 7833.588659\n",
|
||
" 1925 7873.868729\n",
|
||
" 1926 7948.937094\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 5257.477033\n",
|
||
" 182 5207.401355\n",
|
||
" 183 5167.248314\n",
|
||
" 184 5148.533092\n",
|
||
" 185 5122.205046\n",
|
||
" ... ...\n",
|
||
" 1922 6870.625889\n",
|
||
" 1923 6835.660325\n",
|
||
" 1924 6791.652118\n",
|
||
" 1925 6784.029684\n",
|
||
" 1926 6788.695697\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 5469.867981\n",
|
||
" 182 5468.520352\n",
|
||
" 183 5458.524536\n",
|
||
" 184 5429.844345\n",
|
||
" 185 5406.200595\n",
|
||
" ... ...\n",
|
||
" 1922 7350.929222\n",
|
||
" 1923 7265.703247\n",
|
||
" 1924 7208.172313\n",
|
||
" 1925 7238.820919\n",
|
||
" 1926 7304.699291\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 5113.257049\n",
|
||
" 182 5085.180361\n",
|
||
" 183 5057.319471\n",
|
||
" 184 5029.924813\n",
|
||
" 185 5014.656568\n",
|
||
" ... ...\n",
|
||
" 1922 6797.895950\n",
|
||
" 1923 6767.320493\n",
|
||
" 1924 6728.526300\n",
|
||
" 1925 6762.517400\n",
|
||
" 1926 6811.176046\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 5585.851872\n",
|
||
" 182 5563.168977\n",
|
||
" 183 5535.427551\n",
|
||
" 184 5496.757188\n",
|
||
" 185 5492.734680\n",
|
||
" ... ...\n",
|
||
" 1922 7015.703941\n",
|
||
" 1923 7025.743908\n",
|
||
" 1924 7061.150474\n",
|
||
" 1925 7114.065730\n",
|
||
" 1926 7159.164159\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 5020.666886\n",
|
||
" 182 5045.284695\n",
|
||
" 183 5037.414236\n",
|
||
" 184 4959.352997\n",
|
||
" 185 4927.801558\n",
|
||
" ... ...\n",
|
||
" 1922 6026.547373\n",
|
||
" 1923 6002.526121\n",
|
||
" 1924 5998.101562\n",
|
||
" 1925 6034.973847\n",
|
||
" 1926 6079.624534\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 4721.550573\n",
|
||
" 182 4691.425702\n",
|
||
" 183 4669.743439\n",
|
||
" 184 4666.301402\n",
|
||
" 185 4668.425788\n",
|
||
" ... ...\n",
|
||
" 1922 5983.856360\n",
|
||
" 1923 5999.492690\n",
|
||
" 1924 5891.652728\n",
|
||
" 1925 5923.775712\n",
|
||
" 1926 5996.608393\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 5620.407634\n",
|
||
" 182 5647.765856\n",
|
||
" 183 5643.268069\n",
|
||
" 184 5569.945488\n",
|
||
" 185 5512.250430\n",
|
||
" ... ...\n",
|
||
" 1922 7099.287958\n",
|
||
" 1923 7074.439076\n",
|
||
" 1924 7110.896779\n",
|
||
" 1925 7183.762458\n",
|
||
" 1926 7259.022318\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 6181.079496\n",
|
||
" 182 6209.838828\n",
|
||
" 183 6183.539128\n",
|
||
" 184 6038.284592\n",
|
||
" 185 5949.603493\n",
|
||
" ... ...\n",
|
||
" 1922 8144.948006\n",
|
||
" 1923 8069.557980\n",
|
||
" 1924 8075.854697\n",
|
||
" 1925 8164.048745\n",
|
||
" 1926 8269.577696\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 6110.029651\n",
|
||
" 182 6102.753919\n",
|
||
" 183 6075.229727\n",
|
||
" 184 6003.958810\n",
|
||
" 185 5950.342697\n",
|
||
" ... ...\n",
|
||
" 1922 7797.416467\n",
|
||
" 1923 7797.077539\n",
|
||
" 1924 7723.948751\n",
|
||
" 1925 7773.293039\n",
|
||
" 1926 7857.913529\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 5684.890374\n",
|
||
" 182 5624.858339\n",
|
||
" 183 5584.875594\n",
|
||
" 184 5588.209263\n",
|
||
" 185 5582.685017\n",
|
||
" ... ...\n",
|
||
" 1922 7059.210831\n",
|
||
" 1923 7045.541522\n",
|
||
" 1924 6926.350235\n",
|
||
" 1925 6984.916659\n",
|
||
" 1926 7098.169463\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 4800.032232\n",
|
||
" 182 4758.574868\n",
|
||
" 183 4737.163580\n",
|
||
" 184 4759.061766\n",
|
||
" 185 4754.144431\n",
|
||
" ... ...\n",
|
||
" 1922 5918.278657\n",
|
||
" 1923 5887.092730\n",
|
||
" 1924 5834.601569\n",
|
||
" 1925 5860.491704\n",
|
||
" 1926 5902.921345\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 4994.233513\n",
|
||
" 182 5006.171958\n",
|
||
" 183 4984.569713\n",
|
||
" 184 4890.502928\n",
|
||
" 185 4845.715783\n",
|
||
" ... ...\n",
|
||
" 1922 6082.161050\n",
|
||
" 1923 6067.860953\n",
|
||
" 1924 6059.266888\n",
|
||
" 1925 6129.066173\n",
|
||
" 1926 6205.764646\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 5794.322845\n",
|
||
" 182 5799.685609\n",
|
||
" 183 5793.867835\n",
|
||
" 184 5763.894549\n",
|
||
" 185 5733.639879\n",
|
||
" ... ...\n",
|
||
" 1922 7255.818398\n",
|
||
" 1923 7295.524548\n",
|
||
" 1924 7226.507187\n",
|
||
" 1925 7263.865107\n",
|
||
" 1926 7330.247135\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 4929.706587\n",
|
||
" 182 4880.259062\n",
|
||
" 183 4827.023180\n",
|
||
" 184 4765.602565\n",
|
||
" 185 4721.592934\n",
|
||
" ... ...\n",
|
||
" 1922 6145.814954\n",
|
||
" 1923 6151.525304\n",
|
||
" 1924 6171.146516\n",
|
||
" 1925 6154.374977\n",
|
||
" 1926 6116.099923\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 4976.683372\n",
|
||
" 182 4944.587511\n",
|
||
" 183 4915.028350\n",
|
||
" 184 4890.949721\n",
|
||
" 185 4863.050972\n",
|
||
" ... ...\n",
|
||
" 1922 6301.021722\n",
|
||
" 1923 6298.939648\n",
|
||
" 1924 6335.294130\n",
|
||
" 1925 6372.358290\n",
|
||
" 1926 6384.340966\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 4624.879736\n",
|
||
" 182 4610.755115\n",
|
||
" 183 4595.789124\n",
|
||
" 184 4579.005354\n",
|
||
" 185 4559.167826\n",
|
||
" ... ...\n",
|
||
" 1922 5781.168717\n",
|
||
" 1923 5732.219513\n",
|
||
" 1924 5680.752341\n",
|
||
" 1925 5677.568191\n",
|
||
" 1926 5690.624174\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 5815.276942\n",
|
||
" 182 5785.949748\n",
|
||
" 183 5748.612117\n",
|
||
" 184 5693.967964\n",
|
||
" 185 5640.791390\n",
|
||
" ... ...\n",
|
||
" 1922 6902.897781\n",
|
||
" 1923 6888.642235\n",
|
||
" 1924 6925.075316\n",
|
||
" 1925 6934.919387\n",
|
||
" 1926 6916.892846\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 5650.689017\n",
|
||
" 182 5624.010916\n",
|
||
" 183 5577.087592\n",
|
||
" 184 5486.424537\n",
|
||
" 185 5440.487382\n",
|
||
" ... ...\n",
|
||
" 1922 7332.869062\n",
|
||
" 1923 7290.313640\n",
|
||
" 1924 7309.041860\n",
|
||
" 1925 7312.375830\n",
|
||
" 1926 7300.034115\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 6322.280621\n",
|
||
" 182 6301.687030\n",
|
||
" 183 6273.081571\n",
|
||
" 184 6227.166501\n",
|
||
" 185 6183.233482\n",
|
||
" ... ...\n",
|
||
" 1922 7966.108624\n",
|
||
" 1923 7987.508932\n",
|
||
" 1924 7965.590687\n",
|
||
" 1925 7957.665311\n",
|
||
" 1926 7954.704193\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 5698.545706\n",
|
||
" 182 5728.581779\n",
|
||
" 183 5732.034873\n",
|
||
" 184 5678.055538\n",
|
||
" 185 5637.696455\n",
|
||
" ... ...\n",
|
||
" 1922 7064.511451\n",
|
||
" 1923 7047.818826\n",
|
||
" 1924 7103.075455\n",
|
||
" 1925 7191.245598\n",
|
||
" 1926 7264.274756\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 4721.482986\n",
|
||
" 182 4716.710030\n",
|
||
" 183 4714.047225\n",
|
||
" 184 4715.943395\n",
|
||
" 185 4687.460987\n",
|
||
" ... ...\n",
|
||
" 1922 5943.253102\n",
|
||
" 1923 5994.795669\n",
|
||
" 1924 5962.166249\n",
|
||
" 1925 5984.124688\n",
|
||
" 1926 6020.282414\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 4475.939129\n",
|
||
" 182 4495.821569\n",
|
||
" 183 4503.044538\n",
|
||
" 184 4482.916766\n",
|
||
" 185 4455.174896\n",
|
||
" ... ...\n",
|
||
" 1922 5218.262111\n",
|
||
" 1923 5166.010745\n",
|
||
" 1924 5125.958977\n",
|
||
" 1925 5159.392028\n",
|
||
" 1926 5220.334329\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 4236.825013\n",
|
||
" 182 4214.647920\n",
|
||
" 183 4207.240139\n",
|
||
" 184 4231.741399\n",
|
||
" 185 4222.847266\n",
|
||
" ... ...\n",
|
||
" 1922 5102.206485\n",
|
||
" 1923 5106.338168\n",
|
||
" 1924 5096.571439\n",
|
||
" 1925 5085.402060\n",
|
||
" 1926 5072.943940\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 4275.228424\n",
|
||
" 182 4236.377266\n",
|
||
" 183 4203.438897\n",
|
||
" 184 4183.275087\n",
|
||
" 185 4176.257179\n",
|
||
" ... ...\n",
|
||
" 1922 5314.297172\n",
|
||
" 1923 5287.302024\n",
|
||
" 1924 5329.789713\n",
|
||
" 1925 5295.292834\n",
|
||
" 1926 5236.148053\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns],\n",
|
||
" #Intensity\n",
|
||
" 181 4362.354997\n",
|
||
" 182 4433.595406\n",
|
||
" 183 4451.034918\n",
|
||
" 184 4352.237791\n",
|
||
" 185 4266.765683\n",
|
||
" ... ...\n",
|
||
" 1922 5099.248095\n",
|
||
" 1923 5071.851922\n",
|
||
" 1924 5029.698197\n",
|
||
" 1925 5049.829455\n",
|
||
" 1926 5095.167409\n",
|
||
" \n",
|
||
" [1746 rows x 1 columns]]"
|
||
]
|
||
},
|
||
"execution_count": 4,
|
||
"metadata": {},
|
||
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|
||
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|
||
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||
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|
||
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|
||
{
|
||
"metadata": {
|
||
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|
||
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|
||
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|
||
}
|
||
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|
||
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|
||
"source": [
|
||
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|
||
"df_experiments"
|
||
],
|
||
"id": "afefe02e437bb296",
|
||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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|
||
" <td>...</td>\n",
|
||
" <td>4579.005354</td>\n",
|
||
" <td>5693.967964</td>\n",
|
||
" <td>5486.424537</td>\n",
|
||
" <td>6227.166501</td>\n",
|
||
" <td>5678.055538</td>\n",
|
||
" <td>4715.943395</td>\n",
|
||
" <td>4482.916766</td>\n",
|
||
" <td>4231.741399</td>\n",
|
||
" <td>4183.275087</td>\n",
|
||
" <td>4352.237791</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>185</th>\n",
|
||
" <td>15151.631602</td>\n",
|
||
" <td>11497.515892</td>\n",
|
||
" <td>14589.036222</td>\n",
|
||
" <td>12737.702642</td>\n",
|
||
" <td>11115.027596</td>\n",
|
||
" <td>13609.690867</td>\n",
|
||
" <td>9372.983056</td>\n",
|
||
" <td>9580.085679</td>\n",
|
||
" <td>9031.298566</td>\n",
|
||
" <td>8928.190135</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>4559.167826</td>\n",
|
||
" <td>5640.791390</td>\n",
|
||
" <td>5440.487382</td>\n",
|
||
" <td>6183.233482</td>\n",
|
||
" <td>5637.696455</td>\n",
|
||
" <td>4687.460987</td>\n",
|
||
" <td>4455.174896</td>\n",
|
||
" <td>4222.847266</td>\n",
|
||
" <td>4176.257179</td>\n",
|
||
" <td>4266.765683</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>...</th>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>1922</th>\n",
|
||
" <td>34619.811769</td>\n",
|
||
" <td>23259.160077</td>\n",
|
||
" <td>27759.794667</td>\n",
|
||
" <td>24519.211765</td>\n",
|
||
" <td>21569.532670</td>\n",
|
||
" <td>25599.870205</td>\n",
|
||
" <td>17762.395943</td>\n",
|
||
" <td>17024.965060</td>\n",
|
||
" <td>16020.668347</td>\n",
|
||
" <td>15542.194813</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>5781.168717</td>\n",
|
||
" <td>6902.897781</td>\n",
|
||
" <td>7332.869062</td>\n",
|
||
" <td>7966.108624</td>\n",
|
||
" <td>7064.511451</td>\n",
|
||
" <td>5943.253102</td>\n",
|
||
" <td>5218.262111</td>\n",
|
||
" <td>5102.206485</td>\n",
|
||
" <td>5314.297172</td>\n",
|
||
" <td>5099.248095</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>1923</th>\n",
|
||
" <td>34739.902572</td>\n",
|
||
" <td>23452.001384</td>\n",
|
||
" <td>27701.766984</td>\n",
|
||
" <td>24573.630709</td>\n",
|
||
" <td>21603.756959</td>\n",
|
||
" <td>25666.872646</td>\n",
|
||
" <td>17729.292606</td>\n",
|
||
" <td>17124.649955</td>\n",
|
||
" <td>16034.688033</td>\n",
|
||
" <td>15555.297180</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>5732.219513</td>\n",
|
||
" <td>6888.642235</td>\n",
|
||
" <td>7290.313640</td>\n",
|
||
" <td>7987.508932</td>\n",
|
||
" <td>7047.818826</td>\n",
|
||
" <td>5994.795669</td>\n",
|
||
" <td>5166.010745</td>\n",
|
||
" <td>5106.338168</td>\n",
|
||
" <td>5287.302024</td>\n",
|
||
" <td>5071.851922</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>1924</th>\n",
|
||
" <td>34481.281361</td>\n",
|
||
" <td>23237.842294</td>\n",
|
||
" <td>27707.542236</td>\n",
|
||
" <td>24534.071366</td>\n",
|
||
" <td>21496.946353</td>\n",
|
||
" <td>25828.025424</td>\n",
|
||
" <td>17631.368364</td>\n",
|
||
" <td>17120.660056</td>\n",
|
||
" <td>16045.178564</td>\n",
|
||
" <td>15536.474579</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>5680.752341</td>\n",
|
||
" <td>6925.075316</td>\n",
|
||
" <td>7309.041860</td>\n",
|
||
" <td>7965.590687</td>\n",
|
||
" <td>7103.075455</td>\n",
|
||
" <td>5962.166249</td>\n",
|
||
" <td>5125.958977</td>\n",
|
||
" <td>5096.571439</td>\n",
|
||
" <td>5329.789713</td>\n",
|
||
" <td>5029.698197</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>1925</th>\n",
|
||
" <td>34600.945806</td>\n",
|
||
" <td>23289.105272</td>\n",
|
||
" <td>27766.287448</td>\n",
|
||
" <td>24543.687146</td>\n",
|
||
" <td>21603.877186</td>\n",
|
||
" <td>25977.235900</td>\n",
|
||
" <td>17719.442114</td>\n",
|
||
" <td>17098.382555</td>\n",
|
||
" <td>16092.876008</td>\n",
|
||
" <td>15569.354706</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>5677.568191</td>\n",
|
||
" <td>6934.919387</td>\n",
|
||
" <td>7312.375830</td>\n",
|
||
" <td>7957.665311</td>\n",
|
||
" <td>7191.245598</td>\n",
|
||
" <td>5984.124688</td>\n",
|
||
" <td>5159.392028</td>\n",
|
||
" <td>5085.402060</td>\n",
|
||
" <td>5295.292834</td>\n",
|
||
" <td>5049.829455</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>1926</th>\n",
|
||
" <td>34924.482502</td>\n",
|
||
" <td>23490.181875</td>\n",
|
||
" <td>27838.199140</td>\n",
|
||
" <td>24582.879296</td>\n",
|
||
" <td>21826.919220</td>\n",
|
||
" <td>26088.341561</td>\n",
|
||
" <td>17908.803279</td>\n",
|
||
" <td>17060.351796</td>\n",
|
||
" <td>16147.318945</td>\n",
|
||
" <td>15617.797227</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>5690.624174</td>\n",
|
||
" <td>6916.892846</td>\n",
|
||
" <td>7300.034115</td>\n",
|
||
" <td>7954.704193</td>\n",
|
||
" <td>7264.274756</td>\n",
|
||
" <td>6020.282414</td>\n",
|
||
" <td>5220.334329</td>\n",
|
||
" <td>5072.943940</td>\n",
|
||
" <td>5236.148053</td>\n",
|
||
" <td>5095.167409</td>\n",
|
||
" </tr>\n",
|
||
" </tbody>\n",
|
||
"</table>\n",
|
||
"<p>1746 rows × 705 columns</p>\n",
|
||
"</div>"
|
||
]
|
||
},
|
||
"execution_count": 5,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
}
|
||
],
|
||
"execution_count": 5
|
||
},
|
||
{
|
||
"metadata": {
|
||
"ExecuteTime": {
|
||
"end_time": "2024-04-13T14:24:07.950072Z",
|
||
"start_time": "2024-04-13T14:23:59.586141Z"
|
||
}
|
||
},
|
||
"cell_type": "code",
|
||
"source": "_ = df_experiments.plot(legend=False)",
|
||
"id": "3f4e5af390b7d068",
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"text/plain": [
|
||
"<Figure size 640x480 with 1 Axes>"
|
||
],
|
||
"image/png": 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"
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"execution_count": 6
|
||
},
|
||
{
|
||
"metadata": {
|
||
"ExecuteTime": {
|
||
"end_time": "2024-04-13T14:24:09.890144Z",
|
||
"start_time": "2024-04-13T14:24:07.950072Z"
|
||
}
|
||
},
|
||
"cell_type": "code",
|
||
"source": [
|
||
"sliced_experiments_train, sliced_experiments_test, df_metadata_train, df_metadata_test = train_test_split(df_experiments.transpose(), df_metadata, test_size=0.25, random_state=42, stratify=df_metadata[\"strain\"])\n",
|
||
"sliced_experiments_train.to_csv(os.path.join(\"train\", \"experiments.csv\"), index=False)\n",
|
||
"sliced_experiments_test.to_csv(os.path.join(\"test\", \"experiments.csv\"), index=False)\n",
|
||
"df_metadata_train.to_csv(os.path.join(\"train\", \"metadata.csv\"), index=False)\n",
|
||
"df_metadata_test.to_csv(os.path.join(\"test\", \"metadata.csv\"), index=False)"
|
||
],
|
||
"id": "459f4bd7d09fc050",
|
||
"outputs": [],
|
||
"execution_count": 7
|
||
},
|
||
{
|
||
"metadata": {
|
||
"ExecuteTime": {
|
||
"end_time": "2024-04-13T14:24:09.894524Z",
|
||
"start_time": "2024-04-13T14:24:09.890144Z"
|
||
}
|
||
},
|
||
"cell_type": "code",
|
||
"source": "",
|
||
"id": "2fd78b0a5be4104f",
|
||
"outputs": [],
|
||
"execution_count": 7
|
||
}
|
||
],
|
||
"metadata": {
|
||
"kernelspec": {
|
||
"display_name": "Python 3",
|
||
"language": "python",
|
||
"name": "python3"
|
||
},
|
||
"language_info": {
|
||
"codemirror_mode": {
|
||
"name": "ipython",
|
||
"version": 2
|
||
},
|
||
"file_extension": ".py",
|
||
"mimetype": "text/x-python",
|
||
"name": "python",
|
||
"nbconvert_exporter": "python",
|
||
"pygments_lexer": "ipython2",
|
||
"version": "2.7.6"
|
||
}
|
||
},
|
||
"nbformat": 4,
|
||
"nbformat_minor": 5
|
||
}
|