{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import pandas as pd\n", "import numpy as np\n", "import seaborn as sns\n", "import matplotlib.pyplot as plt\n", "from pandas import DataFrame\n", "from scipy import stats\n", "from sklearn.metrics import jaccard_score\n", "from sklearn.metrics import pairwise_distances\n", "from statsmodels.stats.diagnostic import lilliefors\n", "from scipy.stats import mannwhitneyu, levene" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# DATA" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "sint = pd.read_csv('./Data/Input/DISNET/sint_all.tsv', sep='\\t')\n", "sint = sint.drop([\"Unnamed: 0\"],axis=1)" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "7582" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "len(sint[\"disease_id\"].unique())" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "1951" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "len(sint[\"symptom\"].unique())" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "### DISNET" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "disnet_sint = sint" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "dis_feu_disnet = disnet_sint" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "dis_disnet = disnet_sint[\"disease_id\"]\n", "dis_disnet = dis_disnet.drop_duplicates()\n", "dis_disnet = dis_disnet.tolist()" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [], "source": [ "feu_disnet = disnet_sint[\"symptom\"]\n", "feu_disnet = feu_disnet.drop_duplicates()\n", "feu_disnet = feu_disnet.tolist()" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [], "source": [ "syn_disnet=generate(dis_feu_disnet,dis_disnet,feu_disnet)" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [], "source": [ "syn_disnet.columns = feu_disnet\n", "syn_disnet.index = dis_disnet" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [], "source": [ "syn_disnet=np.array(syn_disnet)" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [], "source": [ "matrix_jaccard = pairwise_distances(syn_disnet, metric='jaccard')\n", "matrix_jaccard = pd.DataFrame(matrix_jaccard)" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [], "source": [ "matrix_jaccard.columns = dis_disnet\n", "matrix_jaccard.index = dis_disnet" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "28739571" ] }, "execution_count": 26, "metadata": {}, "output_type": "execute_result" } ], "source": [ "my_array = np.array(matrix_jaccard)[np.triu_indices(len(matrix_jaccard), k = 1)]\n", "len(my_array)" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "#### PW-BASED" ] }, { "cell_type": "code", "execution_count": 43, "metadata": {}, "outputs": [], "source": [ "triplets_total = pd.read_csv('./Data/Input/DISNET/triplets_total.csv', sep=';')" ] }, { "cell_type": "code", "execution_count": 45, "metadata": {}, "outputs": [], "source": [ "triplets_total = triplets_total.drop_duplicates()" ] }, { "cell_type": "code", "execution_count": 48, "metadata": {}, "outputs": [], "source": [ "def value_jaccard(disease1, disease2):\n", " result = matrix_jaccard.loc[disease1,disease2]\n", " return result" ] }, { "cell_type": "code", "execution_count": 51, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "C0020538 C0018802\n", "C0020538 C0018802\n", "C0020538 C0004238\n", "C0020538 C0011881\n", "C0030567 C0001206\n", "C0030567 C0020649\n", "C0030567 C0024586\n", "C0020538 C0010674\n", "C0020538 C0011881\n", "C0020538 C0004238\n", "C0020538 C0003962\n", "C0020538 C0013604\n", "C0020538 C0020428\n", "C0020538 C0020473\n", "C0020538 C0018801\n", "C0035579 C0004096\n", "C0035579 C0009324\n", "C0035579 C0010346\n", "C0035579 C0011849\n", "C0035579 C0020598\n", "C0035579 C0020626\n", "C0035579 C0024141\n", "C0035579 C0026769\n", "C0035579 C0028754\n", "C0035579 C0029456\n", "C0035579 C0029458\n", "C0030567 C0015371\n", "C0035579 C0020598\n", "C0035579 C0035086\n", "C0020538 C0011881\n", "C0030567 C0002395\n", "C0030567 C0026769\n", "C0035579 C0020598\n", "C0035579 C0020626\n", "C0035579 C0029456\n", "C0035579 C0029458\n", "C0035579 C0020598\n", "C0035579 C0020626\n", "C0035579 C0020598\n", "C0035579 C0020626\n", "C0035579 C0035086\n", "C0026769 C0003862\n", "C0026769 C0003873\n", "C0026769 C0004153\n", "C0026769 C0004604\n", "C0026769 C0009443\n", "C0026769 C0026764\n", "C0026769 C0001144\n", "C0026769 C0001261\n", "C0026769 C0003175\n", "C0026769 C0006277\n", "C0026769 C0006309\n", "C0026769 C0010674\n", "C0026769 C0011581\n", "C0026769 C0018081\n", "C0026769 C0023860\n", "C0030567 C0027404\n", "C0030567 C0030193\n", "C0030567 C0016053\n", "C0030567 C0184567\n", "No se puede calcular\n", "C0030567 C0242422\n", "C0030567 C0600177\n", "No se puede calcular\n", "C0030567 C1621958\n", "C0020538 C0027051\n", "C0020538 C0028754\n", "C0020538 C0038454\n", "C0020538 C0038454\n", "C0035579 C0036337\n", "C0035579 C0036341\n", "C0035579 C0042870\n", "C0030567 C0242422\n", "C0020538 C1739363\n", "C0002892 C0042847\n", "C0002892 C0162316\n", "C0002892 C0006114\n", "C0002892 C0033860\n", "C0002892 C0042847\n", "C0035579 C0085682\n", "C0030567 C0184567\n", "No se puede calcular\n", "C0030567 C0242422\n", "C0002395 C0026769\n", "C0002395 C0030567\n", "C0002395 C0036341\n", "C0002395 C0497327\n", "C0030567 C0036341\n", "C0030567 C0497327\n", "C0035579 C0042870\n", "C0035579 C3536984\n", "C0035579 C0039621\n", "No se puede calcular\n", "C0035579 C0085682\n", "C0035579 C0042870\n", "C0035579 C0085682\n", "C0035579 C1527383\n", "C0026769 C0027051\n", "C0026769 C0029408\n", "C0026769 C0030193\n", "C0026769 C0032463\n", "C0026769 C0040460\n", "C0026769 C0149931\n", "C0026769 C0393735\n", "No se puede calcular\n", "C0026769 C0948089\n", "C0026769 C0031099\n", "C0026769 C0031350\n", "C0026769 C0032064\n", "C0026769 C0032285\n", "C0026769 C0034362\n", "C0026769 C0035854\n", "C0026769 C0037199\n", "C0026769 C0039128\n", "C0026769 C0042029\n", "C0025202 C0026764\n", "C0030567 C0036341\n", "C0030567 C1269683\n", "C0030567 C0036341\n", "C0030567 C0497327\n", "C0030567 C1269683\n", "C0020538 C0002395\n" ] } ], "source": [ "df_jaccard_distance = []\n", "disease1_list = triplets_total[\"disease_PwB\"].to_list()\n", "disease2_list = triplets_total[\"disease_no_PwB\"].to_list()\n", "\n", "for disease1,disease2 in zip(disease1_list,disease2_list):\n", " print(disease1,disease2)\n", " try:\n", " value = value_jaccard(disease1,disease2)\n", " df_jaccard_distance.append(value) \n", " except:\n", " print(\"No se puede calcular\")\n", " df_jaccard_distance.append(\"Na\")\n", " \n", " \n", " " ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "triplets_total[\"Jaccard_distance\"] = df_jaccard_distance" ] }, { "cell_type": "code", "execution_count": 54, "metadata": {}, "outputs": [], "source": [ "final_jacc_triples = triplets_total[triplets_total[\"Jaccard_distance\"]!= \"Na\"]" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "final_jacc_triples[\"Jaccard_similarity\"] = 1-final_jacc_triples[\"Jaccard_distance\"]" ] }, { "cell_type": "code", "execution_count": 58, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "0.17936483917470208" ] }, "execution_count": 58, "metadata": {}, "output_type": "execute_result" } ], "source": [ "final_jacc_triples[\"Jaccard_similarity\"].mean()" ] }, { "cell_type": "code", "execution_count": 139, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 139, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "final_jacc_triples[\"Jaccard_similarity\"].hist(bins=100)" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [], "source": [ "#### TARGET" ] }, { "cell_type": "code", "execution_count": 59, "metadata": {}, "outputs": [], "source": [ "Triples_target_final = pd.read_csv(\"./Data/Input/DISNET/Triples_target_final.tsv\", sep='\\t')\n", "Triples_target_final = Triples_target_final.drop([\"Unnamed: 0\"],axis=1)" ] }, { "cell_type": "code", "execution_count": 60, "metadata": {}, "outputs": [], "source": [ "Triples_target_final = Triples_target_final.drop([\"gene_id\",\"score\"],axis=1)" ] }, { "cell_type": "code", "execution_count": 61, "metadata": {}, "outputs": [], "source": [ "Triples_target_final = Triples_target_final.drop_duplicates()" ] }, { "cell_type": "code", "execution_count": 63, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "C0030567 C1263846\n", "C0006142 C0029456\n", "C0006142 C1962963\n", "No se puede calcular\n", "C0006142 C2911643\n", "No se puede calcular\n", "C0006142 C4554622\n", "No se puede calcular\n", "C0376358 C0029456\n", "C0376358 C1962963\n", "No se puede calcular\n", "C0376358 C2911643\n", "No se puede calcular\n", "C0376358 C4554622\n", "No se puede calcular\n", "C0003873 C0032580\n", "C0003873 C0007102\n", "C0003873 C0346629\n", "C0003873 C0699790\n", "No se puede calcular\n", "C0003873 C0009402\n", "C0003873 C2984278\n", "No se puede calcular\n", "C0003873 C3542412\n", "No se puede calcular\n", "C0003873 C4722085\n", "No se puede calcular\n", "C0003873 C0242379\n", "C0003873 C0684249\n", "C0003873 C1306460\n", "No se puede calcular\n", "C0003873 C0006142\n", "C0003873 C0678222\n", "C0003873 C3897071\n", "No se puede calcular\n", "C0003873 C0376358\n", "C0003873 C0600139\n", "No se puede calcular\n", "C0003873 C2984325\n", "No se puede calcular\n", "C0003873 C3541264\n", "No se puede calcular\n", "C0003873 C0004096\n", "C0003873 C2984299\n", "No se puede calcular\n", "C0003873 C0238198\n", "C0030567 C0242350\n", "C0030567 C1961100\n", "No se puede calcular\n", "C0007134 C0003873\n", "C0007134 C0004153\n", "C0007134 C0006413\n", "C0007134 C0007131\n", "C0007134 C0007137\n", "C0007134 C0007138\n", "C0007134 C0020459\n", "C0007134 C0021670\n", "C0007134 C0026764\n", "C0007134 C0027819\n", "C0007134 C0030807\n", "C0007134 C0041341\n", "C0007134 C0334634\n", "C0007134 C0678222\n", "C0007134 C1621958\n", "C0027819 C0003873\n", "C0027819 C0004153\n", "C0027819 C0006413\n", "C0027819 C0007131\n", "C0027819 C0007134\n", "C0027819 C0007137\n", "C0027819 C0007138\n", "C0027819 C0020459\n", "C0027819 C0021670\n", "C0027819 C0026764\n", "C0027819 C0030807\n", "C0027819 C0041341\n", "C0027819 C0334634\n", "C0027819 C0678222\n", "C0027819 C1621958\n", "C0007134 C0003873\n", "C0007134 C0004153\n", "C0007134 C0006413\n", "C0007134 C0007131\n", "C0007134 C0007137\n", "C0007134 C0007138\n", "C0007134 C0020459\n", "C0007134 C0021670\n", "C0007134 C0026764\n", "C0007134 C0027819\n", "C0007134 C0030807\n", "C0007134 C0334634\n", "C0007134 C1621958\n", "C0027819 C0003873\n", "C0027819 C0004153\n", "C0027819 C0006413\n", "C0027819 C0007131\n", "C0027819 C0007134\n", "C0027819 C0007137\n", "C0027819 C0007138\n", "C0027819 C0020459\n", "C0027819 C0021670\n", "C0027819 C0026764\n", "C0027819 C0030807\n", "C0027819 C0334634\n", "C0027819 C1621958\n", "C0007134 C0334634\n", "C0020473 C0004153\n", "C0020473 C0011849\n", "C0020473 C0020443\n", "C0020473 C0020474\n", "C0020473 C0242339\n", "C0004153 C0011849\n", "C0004153 C0020443\n", "C0004153 C0020473\n", "C0004153 C0020474\n", "C0004153 C0242339\n", "C0020474 C0008312\n", "C0020474 C0020443\n", "C0020474 C0020473\n", "C0020474 C0020557\n", "C0020474 C0026764\n", "C0020474 C0028754\n", "C0020474 C0242339\n", "C0020474 C0473527\n", "No se puede calcular\n", "C0028754 C0008312\n", "C0028754 C0020443\n", "C0028754 C0020473\n", "C0028754 C0020474\n", "C0028754 C0020557\n", "C0028754 C0026764\n", "C0028754 C0242339\n", "C0028754 C0473527\n", "No se puede calcular\n", "C0020474 C0020557\n", "C0028768 C0005586\n", "C0028768 C0005587\n", "C0028768 C0011581\n", "C0028768 C0030319\n", "C0028768 C0036341\n", "C0028768 C0497327\n", "C0028768 C1269683\n", "C0028768 C2267227\n", "C0005587 C0005586\n", "C0005587 C0011581\n", "C0005587 C0028768\n", "C0005587 C0030319\n", "C0005587 C0036341\n", "C0005587 C0497327\n", "C0005587 C1269683\n", "C0005587 C2267227\n", "C0036341 C0005586\n", "C0036341 C0005587\n", "C0036341 C0011581\n", "C0036341 C0028768\n", "C0036341 C0030319\n", "C0036341 C0497327\n", "C0036341 C1269683\n", "C0036341 C2267227\n", "C0005586 C0005587\n", "C0005586 C0011581\n", "C0005586 C0028768\n", "C0005586 C0030319\n", "C0005586 C0036341\n", "C0005586 C0497327\n", "C0005586 C1269683\n", "C0005586 C2267227\n", "C0028768 C0011581\n", "C0028768 C0030319\n", "C0028768 C0036341\n", "C0028768 C0038436\n", "C0028768 C0497327\n", "C0028768 C0600142\n", "C0028768 C1269683\n", "C0036341 C0011581\n", "C0036341 C0028768\n", "C0036341 C0030319\n", "C0036341 C0038436\n", "C0036341 C0497327\n", "C0036341 C0600142\n", "C0036341 C1269683\n", "C0038436 C0011581\n", "C0038436 C0028768\n", "C0038436 C0030319\n", "C0038436 C0036341\n", "C0038436 C0497327\n", "C0038436 C0600142\n", "C0038436 C1269683\n", "C0028768 C0001973\n", "C0028768 C0009186\n", "C0028768 C0010414\n", "C0028768 C0011581\n", "C0028768 C0030319\n", "C0028768 C0036341\n", "C0028768 C0038436\n", "C0028768 C0497327\n", "C0028768 C0917801\n", "C0028768 C1269683\n", "C0036341 C0001973\n", "C0036341 C0009186\n", "C0036341 C0010414\n", "C0036341 C0011581\n", "C0036341 C0028768\n", "C0036341 C0030319\n", "C0036341 C0038436\n", "C0036341 C0497327\n", "C0036341 C0917801\n", "C0036341 C1269683\n", "C0038436 C0001973\n", "C0038436 C0009186\n", "C0038436 C0010414\n", "C0038436 C0011581\n", "C0038436 C0028768\n", "C0038436 C0030319\n", "C0038436 C0036341\n", "C0038436 C0497327\n", "C0038436 C0917801\n", "C0038436 C1269683\n", "C0028768 C0036341\n", "C0028768 C0497327\n", "C0036341 C0028768\n", "C0036341 C0497327\n", "C0028768 C0036341\n", "C0028768 C0497327\n", "C0036341 C0028768\n", "C0036341 C0497327\n", "C0005587 C0011581\n", "C0005587 C0011615\n", "C0005587 C0033774\n", "C0005587 C0036341\n", "C0005587 C0149922\n", "C0005587 C0497327\n", "C0005587 C0917801\n", "C0036341 C0005587\n", "C0036341 C0011581\n", "C0036341 C0011615\n", "C0036341 C0033774\n", "C0036341 C0149922\n", "C0036341 C0497327\n", "C0036341 C0917801\n", "C0036341 C0033860\n", "C0036341 C0033975\n", "C0036341 C0497327\n", "C0036341 C0012734\n", "C0036341 C0033975\n", "C0036341 C0162565\n", "C0036341 C0009766\n", "C0036341 C0010200\n", "C0036341 C0011615\n", "C0036341 C0018621\n", "No se puede calcular\n", "C0036341 C0027497\n", "C0036341 C0030305\n", "C0036341 C0035455\n", "C0036341 C0042109\n", "C0036341 C0042963\n", "C0036341 C0497327\n", "C0036341 C0497327\n", "C0036341 C0040517\n", "C0036341 C0497327\n", "C0036341 C0027497\n", "C0036341 C0033975\n", "C0036341 C0040517\n", "C0036341 C0042963\n", "C0036341 C0497327\n", "C0036341 C0005586\n", "C0005586 C0036341\n", "C0036341 C0005586\n", "C0036341 C0005587\n", "C0036341 C0027497\n", "C0036341 C0036337\n", "C0036341 C0497327\n", "C0036341 C1269683\n", "C0005586 C0005587\n", "C0005586 C0027497\n", "C0005586 C0036337\n", "C0005586 C0036341\n", "C0005586 C0497327\n", "C0005586 C1269683\n", "C0036341 C0003125\n", "C0036341 C0005586\n", "C0036341 C0005587\n", "C0036341 C0036337\n", "C0036341 C0497327\n", "C0036341 C1269683\n", "C0005586 C0003125\n", "C0005586 C0005587\n", "C0005586 C0036337\n", "C0005586 C0036341\n", "C0005586 C0497327\n", "C0005586 C1269683\n", "C0003125 C0005586\n", "C0003125 C0005587\n", "C0003125 C0036337\n", "C0003125 C0036341\n", "C0003125 C0497327\n", "C0003125 C1269683\n", "C0036341 C0002395\n", "C0036341 C0004352\n", "C0036341 C0030319\n", "C0036341 C0036337\n", "C0036341 C0497327\n", "C0036341 C0004352\n", "C0036341 C0005586\n", "C0036341 C0036337\n", "C0036341 C0497327\n", "C0036341 C1263846\n", "C0005586 C0004352\n", "C0005586 C0036337\n", "C0005586 C0036341\n", "C0005586 C0497327\n", "C0005586 C1263846\n", "C0036341 C0033975\n", "C0036341 C0036337\n", "C0036341 C0497327\n", "C0036341 C0005587\n", "C0036341 C1269683\n", "C0036341 C0003950\n", "No se puede calcular\n", "C0036341 C0027497\n", "C0036341 C0042963\n", "C0036341 C0086227\n", "No se puede calcular\n", "C0036341 C0497327\n", "C0036341 C0002994\n", "C0036341 C0009766\n", "C0036341 C0012734\n", "C0036341 C0027497\n", "C0036341 C0033774\n", "C0036341 C0033975\n", "C0036341 C0037383\n", "No se puede calcular\n", "C0036341 C0042109\n", "C0036341 C0042963\n", "C0036341 C0162565\n", "C0036341 C2607914\n", "C0036341 C0005586\n", "C0036341 C0014544\n", "C0036341 C0234974\n", "C0036341 C0494475\n", "C0036341 C0497327\n", "C0014544 C0005586\n", "C0014544 C0036341\n", "C0014544 C0234974\n", "C0014544 C0494475\n", "C0014544 C0497327\n", "C0005586 C0014544\n", "C0005586 C0036341\n", "C0005586 C0234974\n", "C0005586 C0494475\n", "C0005586 C0497327\n", "C0036341 C0002395\n", "C0036341 C0026769\n", "C0036341 C0036337\n", "C0036341 C0497327\n", "C0036341 C0003469\n", "C0036341 C0014544\n", "C0036341 C0018801\n", "C0036341 C0497327\n", "C0014544 C0003469\n", "C0014544 C0018801\n", "C0014544 C0036341\n", "C0014544 C0497327\n", "C0003469 C0014544\n", "C0003469 C0018801\n", "C0003469 C0036341\n", "C0003469 C0497327\n", "C0036341 C0011581\n", "C0036341 C0270327\n", "C0036341 C0497327\n", "C0036341 C0011581\n", "C0036341 C0497327\n", "C0036341 C0011581\n", "C0036341 C0497327\n", "C0036341 C0011581\n", "C0036341 C0497327\n", "C0036341 C0497327\n", "C0036341 C0497327\n", "C0036341 C0497327\n", "C0036341 C1269683\n", "C0036341 C0497327\n", "C0036341 C0497327\n", "C0036341 C0497327\n", "C0036341 C0520909\n", "C0036341 C0497327\n", "C0036341 C1269683\n", "C0036341 C0497327\n", "C0036341 C0233523\n", "No se puede calcular\n", "C0036341 C0497327\n", "C0005587 C0005586\n", "C0005587 C0027497\n", "C0005587 C0036337\n", "C0005587 C0036341\n", "C0005587 C0497327\n", "C0005587 C1269683\n", "C0005587 C0003125\n", "C0005587 C0005586\n", "C0005587 C0036337\n", "C0005587 C0036341\n", "C0005587 C0497327\n", "C0005587 C1269683\n", "C0002395 C0004352\n", "C0002395 C0030319\n", "C0002395 C0036337\n", "C0002395 C0036341\n", "C0002395 C0497327\n", "C0003873 C0002395\n", "C0003873 C0029408\n", "C0003873 C0497327\n", "C0002395 C0003873\n", "C0002395 C0029408\n", "C0002395 C0497327\n", "C0003873 C0003862\n", "C0003873 C0003864\n", "C0003873 C0006444\n", "C0003873 C0013390\n", "C0003873 C0015967\n", "C0003873 C0018099\n", "C0003873 C0029408\n", "C0003873 C0030193\n", "C0003873 C0038013\n", "C0003873 C0038358\n", "C0003873 C0039503\n", "C0003873 C0040460\n", "C0003873 C0149931\n", "C0003873 C0184567\n", "No se puede calcular\n", "C0003873 C0231528\n", "C0003873 C0393735\n", "No se puede calcular\n", "C0003873 C3495559\n", "C0003873 C0001144\n", "C0003873 C0009443\n", "C0003873 C0015967\n", "C0003873 C0028754\n", "C0003873 C0029408\n", "C0003873 C0030193\n", "C0003873 C0036508\n", "C0003873 C0039103\n", "C0003873 C0040252\n", "C0003873 C0040259\n", "No se puede calcular\n", "C0003873 C2607914\n", "C0028754 C0001144\n", "C0028754 C0003873\n", "C0028754 C0009443\n", "C0028754 C0015967\n", "C0028754 C0029408\n", "C0028754 C0030193\n", "C0028754 C0036508\n", "C0028754 C0039103\n", "C0028754 C0040252\n", "C0028754 C0040259\n", "No se puede calcular\n", "C0028754 C2607914\n", "C0003873 C0003868\n", "C0003873 C0006444\n", "C0003873 C0029408\n", "C0003873 C0038013\n", "C0003873 C0039503\n", "C0003873 C0003864\n", "C0003873 C0013390\n", "C0003873 C0029408\n", "C0003873 C0030193\n", "C0003873 C0038013\n", "C0003873 C2215257\n", "No se puede calcular\n", "C0003873 C3495559\n", "C0003873 C0003862\n", "C0003873 C0004153\n", "C0003873 C0004604\n", "C0003873 C0009443\n", "C0003873 C0026764\n", "C0003873 C0026769\n", "C0003873 C0027051\n", "C0003873 C0029408\n", "C0003873 C0030193\n", "C0003873 C0032463\n", "C0003873 C0040460\n", "C0003873 C0149931\n", "C0003873 C0393735\n", "No se puede calcular\n", "C0003873 C0948089\n", "C0004153 C0003862\n", "C0004153 C0003873\n", "C0004153 C0004604\n", "C0004153 C0009443\n", "C0004153 C0026764\n", "C0004153 C0026769\n", "C0004153 C0027051\n", "C0004153 C0029408\n", "C0004153 C0030193\n", "C0004153 C0032463\n", "C0004153 C0040460\n", "C0004153 C0149931\n", "C0004153 C0393735\n", "No se puede calcular\n", "C0004153 C0948089\n", "C0003873 C0003862\n", "C0003873 C0004604\n", "C0003873 C0009443\n", "C0003873 C0013274\n", "C0003873 C0015967\n", "C0003873 C0029408\n", "C0003873 C0030193\n", "C0003873 C0030807\n", "C0003873 C0033893\n", "C0003873 C0040460\n", "C0003873 C0149931\n", "C0003873 C0393735\n", "No se puede calcular\n", "C0003873 C2607914\n", "C0003873 C0030193\n", "C0003873 C0026764\n", "C0003873 C0029408\n", "C0003873 C0030193\n", "C0003873 C3495559\n", "C0003873 C0029408\n", "C0003873 C0030193\n", "C0003873 C0009443\n", "C0003873 C0013274\n", "C0003873 C0013390\n", "C0003873 C0015967\n", "C0003873 C0029408\n", "C0003873 C0030193\n", "C0003873 C0030201\n", "No se puede calcular\n", "C0003873 C0393735\n", "No se puede calcular\n", "C0003873 C2215257\n", "No se puede calcular\n", "C0003873 C3495559\n", "C0003873 C0006444\n", "C0003873 C0013274\n", "C0003873 C0018099\n", "C0003873 C0029408\n", "C0003873 C0035435\n", "C0003873 C0038013\n", "C0003873 C0039103\n", "C0003873 C0039503\n", "C0003873 C0006444\n", "C0003873 C0013390\n", "C0003873 C0029408\n", "C0003873 C0030193\n", "C0003873 C0149931\n", "C0003873 C0013390\n", "C0003873 C0025323\n", "No se puede calcular\n", "C0003873 C0029408\n", "C0003873 C0030193\n", "C0003873 C0029408\n", "C0003873 C3495559\n", "C0003873 C0029408\n", "C0003873 C0029408\n", "C0003873 C0013390\n", "C0003873 C0029408\n", "C0003873 C0030193\n", "C0003873 C0149931\n", "C0003873 C3495559\n", "C0003873 C0029408\n", "C0003873 C0009324\n", "C0003873 C3495559\n", "C0003873 C0004604\n", "C0003873 C0029408\n", "C0003873 C0038013\n", "C0003873 C0013390\n", "C0003873 C0022602\n", "C0003873 C0029408\n", "C0003873 C0029878\n", "C0003873 C0030193\n", "C0003873 C0034065\n", "C0003873 C0038013\n", "C0003873 C0038358\n", "C0003873 C0029408\n", "C0003873 C0030193\n", "C0003873 C0150055\n", "C0003873 C0029408\n", "C0003873 C3495559\n", "C0003873 C0029408\n", "C0003873 C0030193\n", "C0003873 C0029408\n", "C0003873 C3495559\n", "C0003873 C0011644\n", "C0003873 C0014175\n", "C0003873 C0019829\n", "C0003873 C0026764\n", "C0003873 C0042164\n", "C0020538 C0013604\n", "C0020538 C0018801\n", "C0020538 C0018802\n", "C0020538 C0013604\n", "C0020538 C0013604\n", "C0020538 C0013604\n", "C0020538 C0018801\n", "C0020538 C0013604\n", "C1140680 C0007131\n", "C0040517 C0027497\n", "C0040517 C0033975\n", "C0040517 C0036341\n", "C0040517 C0042963\n", "C0040517 C0497327\n", "C0040517 C0036341\n", "C0040517 C0497327\n", "C0005587 C0036341\n", "C0005587 C1269683\n", "C0036341 C0002395\n", "C0036341 C0026769\n", "C0036341 C0030567\n", "C0036341 C0497327\n", "C0002395 C0026769\n", "C0002395 C0030567\n", "C0002395 C0036341\n", "C0002395 C0497327\n", "C0036341 C0011581\n", "C0036341 C0030193\n", "C0036341 C0149931\n", "C0036341 C0497327\n", "C0036341 C0917801\n", "C0036341 C0497327\n", "C0036341 C1269683\n", "C0036341 C0497327\n", "C0036341 C1269683\n", "C0020538 C0013604\n", "C0020538 C0013604\n", "C0020538 C0013604\n", "C0003873 C0001144\n", "C0003873 C0001403\n", "C0003873 C0002880\n", "C0003873 C0002994\n", "C0003873 C0003868\n", "C0003873 C0003872\n", "C0003873 C0004096\n", "C0003873 C0004364\n", "C0003873 C0005138\n", "C0003873 C0006114\n", "C0003873 C0006444\n", "C0003873 C0009324\n", "C0003873 C0009766\n", "C0003873 C0010032\n", "No se puede calcular\n", "C0003873 C0010043\n", "C0003873 C0010346\n", "C0003873 C0011606\n", "C0003873 C0011608\n", "C0003873 C0011615\n", "C0003873 C0011616\n", "C0003873 C0014742\n", "C0003873 C0015230\n", "C0003873 C0015397\n", "C0003873 C0017612\n", "C0003873 C0019112\n", "C0003873 C0019829\n", "C0003873 C0021390\n", "C0003873 C0022073\n", "C0003873 C0022081\n", "No se puede calcular\n", "C0003873 C0022104\n", "C0003873 C0022568\n", "C0003873 C0023052\n", "C0003873 C0024138\n", "C0003873 C0024141\n", "C0003873 C0024305\n", "C0003873 C0026769\n", "C0003873 C0026857\n", "C0003873 C0026948\n", "C0003873 C0027726\n", "C0003873 C0028754\n", "C0003873 C0028840\n", "C0003873 C0029878\n", "C0003873 C0030807\n", "C0003873 C0033246\n", "C0003873 C0033860\n", "C0003873 C0035439\n", "No se puede calcular\n", "C0003873 C0035854\n", "C0003873 C0036202\n", "C0003873 C0036508\n", "C0003873 C0036830\n", "C0003873 C0038013\n", "C0003873 C0038363\n", "C0003873 C0039103\n", "C0003873 C0039503\n", "C0003873 C0040147\n", "C0003873 C0040252\n", "C0003873 C0040259\n", "No se puede calcular\n", "C0003873 C0042164\n", "C0003873 C0079773\n", "C0003873 C0085074\n", "C0003873 C0149922\n", "C0003873 C0242459\n", "C0003873 C1260899\n", "C0003873 C2607914\n", "C0021390 C0001144\n", "C0021390 C0001403\n", "C0021390 C0002880\n", "C0021390 C0002994\n", "C0021390 C0003868\n", "C0021390 C0003872\n", "C0021390 C0003873\n", "C0021390 C0004096\n", "C0021390 C0004364\n", "C0021390 C0005138\n", "C0021390 C0006114\n", "C0021390 C0006444\n", "C0021390 C0009324\n", "C0021390 C0009766\n", "C0021390 C0010032\n", "No se puede calcular\n", "C0021390 C0010043\n", "C0021390 C0010346\n", "C0021390 C0011606\n", "C0021390 C0011608\n", "C0021390 C0011615\n", "C0021390 C0011616\n", "C0021390 C0014742\n", "C0021390 C0015230\n", "C0021390 C0015397\n", "C0021390 C0017612\n", "C0021390 C0019112\n", "C0021390 C0019829\n", "C0021390 C0022073\n", "C0021390 C0022081\n", "No se puede calcular\n", "C0021390 C0022104\n", "C0021390 C0022568\n", "C0021390 C0023052\n", "C0021390 C0024138\n", "C0021390 C0024141\n", "C0021390 C0024305\n", "C0021390 C0026769\n", "C0021390 C0026857\n", "C0021390 C0026948\n", "C0021390 C0027726\n", "C0021390 C0028754\n", "C0021390 C0028840\n", "C0021390 C0029878\n", "C0021390 C0030807\n", "C0021390 C0033246\n", "C0021390 C0033860\n", "C0021390 C0035439\n", "No se puede calcular\n", "C0021390 C0035854\n", "C0021390 C0036202\n", "C0021390 C0036508\n", "C0021390 C0036830\n", "C0021390 C0038013\n", "C0021390 C0038363\n", "C0021390 C0039103\n", "C0021390 C0039503\n", "C0021390 C0040147\n", "C0021390 C0040252\n", "C0021390 C0040259\n", "No se puede calcular\n", "C0021390 C0042164\n", "C0021390 C0079773\n", "C0021390 C0085074\n", "C0021390 C0149922\n", "C0021390 C0242459\n", "C0021390 C1260899\n", "C0021390 C2607914\n", "C0026769 C0001144\n", "C0026769 C0001403\n", "C0026769 C0002880\n", "C0026769 C0002994\n", "C0026769 C0003868\n", "C0026769 C0003872\n", "C0026769 C0003873\n", "C0026769 C0004096\n", "C0026769 C0004364\n", "C0026769 C0005138\n", "C0026769 C0006114\n", "C0026769 C0006444\n", "C0026769 C0009324\n", "C0026769 C0009766\n", "C0026769 C0010032\n", "No se puede calcular\n", "C0026769 C0010043\n", "C0026769 C0010346\n", "C0026769 C0011606\n", "C0026769 C0011608\n", "C0026769 C0011615\n", "C0026769 C0011616\n", "C0026769 C0014742\n", "C0026769 C0015230\n", "C0026769 C0015397\n", "C0026769 C0017612\n", "C0026769 C0019112\n", "C0026769 C0019829\n", "C0026769 C0021390\n", "C0026769 C0022073\n", "C0026769 C0022081\n", "No se puede calcular\n", "C0026769 C0022104\n", "C0026769 C0022568\n", "C0026769 C0023052\n", "C0026769 C0024138\n", "C0026769 C0024141\n", "C0026769 C0024305\n", "C0026769 C0026857\n", "C0026769 C0026948\n", "C0026769 C0027726\n", "C0026769 C0028754\n", "C0026769 C0028840\n", "C0026769 C0029878\n", "C0026769 C0030807\n", "C0026769 C0033246\n", "C0026769 C0033860\n", "C0026769 C0035439\n", "No se puede calcular\n", "C0026769 C0035854\n", "C0026769 C0036202\n", "C0026769 C0036508\n", "C0026769 C0036830\n", "C0026769 C0038013\n", "C0026769 C0038363\n", "C0026769 C0039103\n", "C0026769 C0039503\n", "C0026769 C0040147\n", "C0026769 C0040252\n", "C0026769 C0040259\n", "No se puede calcular\n", "C0026769 C0042164\n", "C0026769 C0079773\n", "C0026769 C0085074\n", "C0026769 C0149922\n", "C0026769 C0242459\n", "C0026769 C1260899\n", "C0026769 C2607914\n", "C0028754 C0001144\n", "C0028754 C0001403\n", "C0028754 C0002880\n", "C0028754 C0002994\n", "C0028754 C0003868\n", "C0028754 C0003872\n", "C0028754 C0003873\n", "C0028754 C0004096\n", "C0028754 C0004364\n", "C0028754 C0005138\n", "C0028754 C0006114\n", "C0028754 C0006444\n", "C0028754 C0009324\n", "C0028754 C0009766\n", "C0028754 C0010032\n", "No se puede calcular\n", "C0028754 C0010043\n", "C0028754 C0010346\n", "C0028754 C0011606\n", "C0028754 C0011608\n", "C0028754 C0011615\n", "C0028754 C0011616\n", "C0028754 C0014742\n", "C0028754 C0015230\n", "C0028754 C0015397\n", "C0028754 C0017612\n", "C0028754 C0019112\n", "C0028754 C0019829\n", "C0028754 C0021390\n", "C0028754 C0022073\n", "C0028754 C0022081\n", "No se puede calcular\n", "C0028754 C0022104\n", "C0028754 C0022568\n", "C0028754 C0023052\n", "C0028754 C0024138\n", "C0028754 C0024141\n", "C0028754 C0024305\n", "C0028754 C0026769\n", "C0028754 C0026857\n", "C0028754 C0026948\n", "C0028754 C0027726\n", "C0028754 C0028840\n", "C0028754 C0029878\n", "C0028754 C0030807\n", "C0028754 C0033246\n", "C0028754 C0033860\n", "C0028754 C0035439\n", "No se puede calcular\n", "C0028754 C0035854\n", "C0028754 C0036202\n", "C0028754 C0036508\n", "C0028754 C0036830\n", "C0028754 C0038013\n", "C0028754 C0038363\n", "C0028754 C0039103\n", "C0028754 C0039503\n", "C0028754 C0040147\n", "C0028754 C0040252\n", "C0028754 C0040259\n", "No se puede calcular\n", "C0028754 C0042164\n", "C0028754 C0079773\n", "C0028754 C0085074\n", "C0028754 C0149922\n", "C0028754 C0242459\n", "C0028754 C1260899\n", "C0028754 C2607914\n", "C0003873 C0001403\n", "C0003873 C0001627\n", "C0003873 C0002880\n", "C0003873 C0002994\n", "C0003873 C0003868\n", "C0003873 C0003872\n", "C0003873 C0004096\n", "C0003873 C0004364\n", "C0003873 C0005138\n", "C0003873 C0006114\n", "C0003873 C0006444\n", "C0003873 C0007134\n", "C0003873 C0010346\n", "C0003873 C0010674\n", "C0003873 C0011606\n", "C0003873 C0011608\n", "C0003873 C0011615\n", "C0003873 C0011616\n", "C0003873 C0014742\n", "C0003873 C0015230\n", "C0003873 C0015397\n", "C0003873 C0015967\n", "C0003873 C0018621\n", "No se puede calcular\n", "C0003873 C0018916\n", "C0003873 C0019829\n", "C0003873 C0021390\n", "C0003873 C0023052\n", "C0003873 C0024138\n", "C0003873 C0024141\n", "C0003873 C0024301\n", "C0003873 C0024305\n", "C0003873 C0026764\n", "C0003873 C0026769\n", "C0003873 C0026857\n", "C0003873 C0026896\n", "C0003873 C0026948\n", "C0003873 C0027726\n", "C0003873 C0027873\n", "C0003873 C0030807\n", "C0003873 C0033860\n", "C0003873 C0035439\n", "No se puede calcular\n", "C0003873 C0035457\n", "C0003873 C0036202\n", "C0003873 C0036508\n", "C0003873 C0036830\n", "C0003873 C0037274\n", "C0003873 C0038013\n", "C0003873 C0039103\n", "C0003873 C0039503\n", "C0003873 C0040147\n", "C0003873 C0041321\n", "C0003873 C0079773\n", "C0003873 C0085074\n", "C0003873 C0149922\n", "C0003873 C0242459\n", "C0003873 C0474368\n", "No se puede calcular\n", "C0003873 C0524662\n", "C0003873 C1260899\n", "C0003873 C2607914\n", "C0003873 C3495559\n", "C0021390 C0001403\n", "C0021390 C0001627\n", "C0021390 C0002880\n", "C0021390 C0002994\n", "C0021390 C0003868\n", "C0021390 C0003872\n", "C0021390 C0003873\n", "C0021390 C0004096\n", "C0021390 C0004364\n", "C0021390 C0005138\n", "C0021390 C0006114\n", "C0021390 C0006444\n", "C0021390 C0007134\n", "C0021390 C0010346\n", "C0021390 C0010674\n", "C0021390 C0011606\n", "C0021390 C0011608\n", "C0021390 C0011615\n", "C0021390 C0011616\n", "C0021390 C0014742\n", "C0021390 C0015230\n", "C0021390 C0015397\n", "C0021390 C0015967\n", "C0021390 C0018621\n", "No se puede calcular\n", "C0021390 C0018916\n", "C0021390 C0019829\n", "C0021390 C0023052\n", "C0021390 C0024138\n", "C0021390 C0024141\n", "C0021390 C0024301\n", "C0021390 C0024305\n", "C0021390 C0026764\n", "C0021390 C0026769\n", "C0021390 C0026857\n", "C0021390 C0026896\n", "C0021390 C0026948\n", "C0021390 C0027726\n", "C0021390 C0027873\n", "C0021390 C0030807\n", "C0021390 C0033860\n", "C0021390 C0035439\n", "No se puede calcular\n", "C0021390 C0035457\n", "C0021390 C0036202\n", "C0021390 C0036508\n", "C0021390 C0036830\n", "C0021390 C0037274\n", "C0021390 C0038013\n", "C0021390 C0039103\n", "C0021390 C0039503\n", "C0021390 C0040147\n", "C0021390 C0041321\n", "C0021390 C0079773\n", "C0021390 C0085074\n", "C0021390 C0149922\n", "C0021390 C0242459\n", "C0021390 C0474368\n", "No se puede calcular\n", "C0021390 C0524662\n", "C0021390 C1260899\n", "C0021390 C2607914\n", "C0021390 C3495559\n", "C0026769 C0001403\n", "C0026769 C0001627\n", "C0026769 C0002880\n", "C0026769 C0002994\n", "C0026769 C0003868\n", "C0026769 C0003872\n", "C0026769 C0003873\n", "C0026769 C0004096\n", "C0026769 C0004364\n", "C0026769 C0005138\n", "C0026769 C0006114\n", "C0026769 C0006444\n", "C0026769 C0007134\n", "C0026769 C0010346\n", "C0026769 C0010674\n", "C0026769 C0011606\n", "C0026769 C0011608\n", "C0026769 C0011615\n", "C0026769 C0011616\n", "C0026769 C0014742\n", "C0026769 C0015230\n", "C0026769 C0015397\n", "C0026769 C0015967\n", "C0026769 C0018621\n", "No se puede calcular\n", "C0026769 C0018916\n", "C0026769 C0019829\n", "C0026769 C0021390\n", "C0026769 C0023052\n", "C0026769 C0024138\n", "C0026769 C0024141\n", "C0026769 C0024301\n", "C0026769 C0024305\n", "C0026769 C0026764\n", "C0026769 C0026857\n", "C0026769 C0026896\n", "C0026769 C0026948\n", "C0026769 C0027726\n", "C0026769 C0027873\n", "C0026769 C0030807\n", "C0026769 C0033860\n", "C0026769 C0035439\n", "No se puede calcular\n", "C0026769 C0035457\n", "C0026769 C0036202\n", "C0026769 C0036508\n", "C0026769 C0036830\n", "C0026769 C0037274\n", "C0026769 C0038013\n", "C0026769 C0039103\n", "C0026769 C0039503\n", "C0026769 C0040147\n", "C0026769 C0041321\n", "C0026769 C0079773\n", "C0026769 C0085074\n", "C0026769 C0149922\n", "C0026769 C0242459\n", "C0026769 C0474368\n", "No se puede calcular\n", "C0026769 C0524662\n", "C0026769 C1260899\n", "C0026769 C2607914\n", "C0026769 C3495559\n", "C0007134 C0001403\n", "C0007134 C0001627\n", "C0007134 C0002880\n", "C0007134 C0002994\n", "C0007134 C0003868\n", "C0007134 C0003872\n", "C0007134 C0003873\n", "C0007134 C0004096\n", "C0007134 C0004364\n", "C0007134 C0005138\n", "C0007134 C0006114\n", "C0007134 C0006444\n", "C0007134 C0010346\n", "C0007134 C0010674\n", "C0007134 C0011606\n", "C0007134 C0011608\n", "C0007134 C0011615\n", "C0007134 C0011616\n", "C0007134 C0014742\n", "C0007134 C0015230\n", "C0007134 C0015397\n", "C0007134 C0015967\n", "C0007134 C0018621\n", "No se puede calcular\n", "C0007134 C0018916\n", "C0007134 C0019829\n", "C0007134 C0021390\n", "C0007134 C0023052\n", "C0007134 C0024138\n", "C0007134 C0024141\n", "C0007134 C0024301\n", "C0007134 C0024305\n", "C0007134 C0026764\n", "C0007134 C0026769\n", "C0007134 C0026857\n", "C0007134 C0026896\n", "C0007134 C0026948\n", "C0007134 C0027726\n", "C0007134 C0027873\n", "C0007134 C0030807\n", "C0007134 C0033860\n", "C0007134 C0035439\n", "No se puede calcular\n", "C0007134 C0035457\n", "C0007134 C0036202\n", "C0007134 C0036508\n", "C0007134 C0036830\n", "C0007134 C0037274\n", "C0007134 C0038013\n", "C0007134 C0039103\n", "C0007134 C0039503\n", "C0007134 C0040147\n", "C0007134 C0041321\n", "C0007134 C0079773\n", "C0007134 C0085074\n", "C0007134 C0149922\n", "C0007134 C0242459\n", "C0007134 C0474368\n", "No se puede calcular\n", "C0007134 C0524662\n", "C0007134 C1260899\n", "C0007134 C2607914\n", "C0007134 C3495559\n", "C0003873 C0001403\n", "C0003873 C0001627\n", "C0003873 C0002390\n", "C0003873 C0002880\n", "C0003873 C0002994\n", "C0003873 C0003868\n", "C0003873 C0003872\n", "C0003873 C0004031\n", "C0003873 C0004096\n", "C0003873 C0004364\n", "C0003873 C0005138\n", "C0003873 C0006114\n", "C0003873 C0006444\n", "C0003873 C0007134\n", "C0003873 C0009324\n", "C0003873 C0009766\n", "C0003873 C0010032\n", "No se puede calcular\n", "C0003873 C0010043\n", "C0003873 C0010346\n", "C0003873 C0010674\n", "C0003873 C0011606\n", "C0003873 C0011608\n", "C0003873 C0011615\n", "C0003873 C0011616\n", "C0003873 C0014742\n", "C0003873 C0015230\n", "C0003873 C0015397\n", "C0003873 C0015967\n", "C0003873 C0018916\n", "C0003873 C0019829\n", "C0003873 C0021390\n", "C0003873 C0022073\n", "C0003873 C0022081\n", "No se puede calcular\n", "C0003873 C0022568\n", "C0003873 C0023052\n", "C0003873 C0024138\n", "C0003873 C0024141\n", "C0003873 C0024301\n", "C0003873 C0024305\n", "C0003873 C0026764\n", "C0003873 C0026769\n", "C0003873 C0026857\n", "C0003873 C0026948\n", "C0003873 C0027726\n", "C0003873 C0027873\n", "C0003873 C0030807\n", "C0003873 C0032533\n", "C0003873 C0033860\n", "C0003873 C0034069\n", "C0003873 C0035439\n", "No se puede calcular\n", "C0003873 C0035854\n", "C0003873 C0036202\n", "C0003873 C0036508\n", "C0003873 C0036830\n", "C0003873 C0037274\n", "C0003873 C0038013\n", "C0003873 C0038325\n", "C0003873 C0039103\n", "C0003873 C0039483\n", "C0003873 C0039503\n", "C0003873 C0040147\n", "C0003873 C0041321\n", "C0003873 C0042164\n", "C0003873 C0079773\n", "C0003873 C0085074\n", "C0003873 C0149922\n", "C0003873 C0242459\n", "C0003873 C0406486\n", "No se puede calcular\n", "C0003873 C0474368\n", "No se puede calcular\n", "C0003873 C0524662\n", "C0003873 C1260899\n", "C0003873 C1527336\n", "C0003873 C1527407\n", "C0003873 C2607914\n", "C0003873 C3495559\n", "C0021390 C0001403\n", "C0021390 C0001627\n", "C0021390 C0002390\n", "C0021390 C0002880\n", "C0021390 C0002994\n", "C0021390 C0003868\n", "C0021390 C0003872\n", "C0021390 C0003873\n", "C0021390 C0004031\n", "C0021390 C0004096\n", "C0021390 C0004364\n", "C0021390 C0005138\n", "C0021390 C0006114\n", "C0021390 C0006444\n", "C0021390 C0007134\n", "C0021390 C0009324\n", "C0021390 C0009766\n", "C0021390 C0010032\n", "No se puede calcular\n", "C0021390 C0010043\n", "C0021390 C0010346\n", "C0021390 C0010674\n", "C0021390 C0011606\n", "C0021390 C0011608\n", "C0021390 C0011615\n", "C0021390 C0011616\n", "C0021390 C0014742\n", "C0021390 C0015230\n", "C0021390 C0015397\n", "C0021390 C0015967\n", "C0021390 C0018916\n", "C0021390 C0019829\n", "C0021390 C0022073\n", "C0021390 C0022081\n", "No se puede calcular\n", "C0021390 C0022568\n", "C0021390 C0023052\n", "C0021390 C0024138\n", "C0021390 C0024141\n", "C0021390 C0024301\n", "C0021390 C0024305\n", "C0021390 C0026764\n", "C0021390 C0026769\n", "C0021390 C0026857\n", "C0021390 C0026948\n", "C0021390 C0027726\n", "C0021390 C0027873\n", "C0021390 C0030807\n", "C0021390 C0032533\n", "C0021390 C0033860\n", "C0021390 C0034069\n", "C0021390 C0035439\n", "No se puede calcular\n", "C0021390 C0035854\n", "C0021390 C0036202\n", "C0021390 C0036508\n", "C0021390 C0036830\n", "C0021390 C0037274\n", "C0021390 C0038013\n", "C0021390 C0038325\n", "C0021390 C0039103\n", "C0021390 C0039483\n", "C0021390 C0039503\n", "C0021390 C0040147\n", "C0021390 C0041321\n", "C0021390 C0042164\n", "C0021390 C0079773\n", "C0021390 C0085074\n", "C0021390 C0149922\n", "C0021390 C0242459\n", "C0021390 C0406486\n", "No se puede calcular\n", "C0021390 C0474368\n", "No se puede calcular\n", "C0021390 C0524662\n", "C0021390 C1260899\n", "C0021390 C1527336\n", "C0021390 C1527407\n", "C0021390 C2607914\n", "C0021390 C3495559\n", "C0026769 C0001403\n", "C0026769 C0001627\n", "C0026769 C0002390\n", "C0026769 C0002880\n", "C0026769 C0002994\n", "C0026769 C0003868\n", "C0026769 C0003872\n", "C0026769 C0003873\n", "C0026769 C0004031\n", "C0026769 C0004096\n", "C0026769 C0004364\n", "C0026769 C0005138\n", "C0026769 C0006114\n", "C0026769 C0006444\n", "C0026769 C0007134\n", "C0026769 C0009324\n", "C0026769 C0009766\n", "C0026769 C0010032\n", "No se puede calcular\n", "C0026769 C0010043\n", "C0026769 C0010346\n", "C0026769 C0010674\n", "C0026769 C0011606\n", "C0026769 C0011608\n", "C0026769 C0011615\n", "C0026769 C0011616\n", "C0026769 C0014742\n", "C0026769 C0015230\n", "C0026769 C0015397\n", "C0026769 C0015967\n", "C0026769 C0018916\n", "C0026769 C0019829\n", "C0026769 C0021390\n", "C0026769 C0022073\n", "C0026769 C0022081\n", "No se puede calcular\n", "C0026769 C0022568\n", "C0026769 C0023052\n", "C0026769 C0024138\n", "C0026769 C0024141\n", "C0026769 C0024301\n", "C0026769 C0024305\n", "C0026769 C0026764\n", "C0026769 C0026857\n", "C0026769 C0026948\n", "C0026769 C0027726\n", "C0026769 C0027873\n", "C0026769 C0030807\n", "C0026769 C0032533\n", "C0026769 C0033860\n", "C0026769 C0034069\n", "C0026769 C0035439\n", "No se puede calcular\n", "C0026769 C0035854\n", "C0026769 C0036202\n", "C0026769 C0036508\n", "C0026769 C0036830\n", "C0026769 C0037274\n", "C0026769 C0038013\n", "C0026769 C0038325\n", "C0026769 C0039103\n", "C0026769 C0039483\n", "C0026769 C0039503\n", "C0026769 C0040147\n", "C0026769 C0041321\n", "C0026769 C0042164\n", "C0026769 C0079773\n", "C0026769 C0085074\n", "C0026769 C0149922\n", "C0026769 C0242459\n", "C0026769 C0406486\n", "No se puede calcular\n", "C0026769 C0474368\n", "No se puede calcular\n", "C0026769 C0524662\n", "C0026769 C1260899\n", "C0026769 C1527336\n", "C0026769 C1527407\n", "C0026769 C2607914\n", "C0026769 C3495559\n", "C0007134 C0001403\n", "C0007134 C0001627\n", "C0007134 C0002390\n", "C0007134 C0002880\n", "C0007134 C0002994\n", "C0007134 C0003868\n", "C0007134 C0003872\n", "C0007134 C0003873\n", "C0007134 C0004031\n", "C0007134 C0004096\n", "C0007134 C0004364\n", "C0007134 C0005138\n", "C0007134 C0006114\n", "C0007134 C0006444\n", "C0007134 C0009324\n", "C0007134 C0009766\n", "C0007134 C0010032\n", "No se puede calcular\n", "C0007134 C0010043\n", "C0007134 C0010346\n", "C0007134 C0010674\n", "C0007134 C0011606\n", "C0007134 C0011608\n", "C0007134 C0011615\n", "C0007134 C0011616\n", "C0007134 C0014742\n", "C0007134 C0015230\n", "C0007134 C0015397\n", "C0007134 C0015967\n", "C0007134 C0018916\n", "C0007134 C0019829\n", "C0007134 C0021390\n", "C0007134 C0022073\n", "C0007134 C0022081\n", "No se puede calcular\n", "C0007134 C0022568\n", "C0007134 C0023052\n", "C0007134 C0024138\n", "C0007134 C0024141\n", "C0007134 C0024301\n", "C0007134 C0024305\n", "C0007134 C0026764\n", "C0007134 C0026769\n", "C0007134 C0026857\n", "C0007134 C0026948\n", "C0007134 C0027726\n", "C0007134 C0027873\n", "C0007134 C0030807\n", "C0007134 C0032533\n", "C0007134 C0033860\n", "C0007134 C0034069\n", "C0007134 C0035439\n", "No se puede calcular\n", "C0007134 C0035854\n", "C0007134 C0036202\n", "C0007134 C0036508\n", "C0007134 C0036830\n", "C0007134 C0037274\n", "C0007134 C0038013\n", "C0007134 C0038325\n", "C0007134 C0039103\n", "C0007134 C0039483\n", "C0007134 C0039503\n", "C0007134 C0040147\n", "C0007134 C0041321\n", "C0007134 C0042164\n", "C0007134 C0079773\n", "C0007134 C0085074\n", "C0007134 C0149922\n", "C0007134 C0242459\n", "C0007134 C0406486\n", "No se puede calcular\n", "C0007134 C0474368\n", "No se puede calcular\n", "C0007134 C0524662\n", "C0007134 C1260899\n", "C0007134 C1527336\n", "C0007134 C1527407\n", "C0007134 C2607914\n", "C0007134 C3495559\n", "C0003873 C0001403\n", "C0003873 C0002880\n", "C0003873 C0002994\n", "C0003873 C0003868\n", "C0003873 C0003872\n", "C0003873 C0004096\n", "C0003873 C0004153\n", "C0003873 C0004364\n", "C0003873 C0005138\n", "C0003873 C0007134\n", "C0003873 C0010346\n", "C0003873 C0011606\n", "C0003873 C0011608\n", "C0003873 C0011615\n", "C0003873 C0011616\n", "C0003873 C0011633\n", "C0003873 C0011991\n", "C0003873 C0013264\n", "C0003873 C0014742\n", "C0003873 C0018916\n", "C0003873 C0019829\n", "C0003873 C0021390\n", "C0003873 C0023052\n", "C0003873 C0023434\n", "C0003873 C0024141\n", "C0003873 C0024301\n", "C0003873 C0024305\n", "C0003873 C0024419\n", "C0003873 C0024530\n", "C0003873 C0026764\n", "C0003873 C0026769\n", "C0003873 C0026857\n", "C0003873 C0026948\n", "C0003873 C0027726\n", "C0003873 C0030193\n", "C0003873 C0030807\n", "C0003873 C0032533\n", "C0003873 C0033860\n", "C0003873 C0035439\n", "No se puede calcular\n", "C0003873 C0036202\n", "C0003873 C0036830\n", "C0003873 C0037274\n", "C0003873 C0038013\n", "C0003873 C0039483\n", "C0003873 C0040147\n", "C0003873 C0079744\n", "C0003873 C0079773\n", "C0003873 C0242459\n", "C0003873 C1260899\n", "C0003873 C2607914\n", "C0003873 C3495559\n", "C0021390 C0001403\n", "C0021390 C0002880\n", "C0021390 C0002994\n", "C0021390 C0003868\n", "C0021390 C0003872\n", "C0021390 C0003873\n", "C0021390 C0004096\n", "C0021390 C0004153\n", "C0021390 C0004364\n", "C0021390 C0005138\n", "C0021390 C0007134\n", "C0021390 C0010346\n", "C0021390 C0011606\n", "C0021390 C0011608\n", "C0021390 C0011615\n", "C0021390 C0011616\n", "C0021390 C0011633\n", "C0021390 C0011991\n", "C0021390 C0013264\n", "C0021390 C0014742\n", "C0021390 C0018916\n", "C0021390 C0019829\n", "C0021390 C0023052\n", "C0021390 C0023434\n", "C0021390 C0024141\n", "C0021390 C0024301\n", "C0021390 C0024305\n", "C0021390 C0024419\n", "C0021390 C0024530\n", "C0021390 C0026764\n", "C0021390 C0026769\n", "C0021390 C0026857\n", "C0021390 C0026948\n", "C0021390 C0027726\n", "C0021390 C0030193\n", "C0021390 C0030807\n", "C0021390 C0032533\n", "C0021390 C0033860\n", "C0021390 C0035439\n", "No se puede calcular\n", "C0021390 C0036202\n", "C0021390 C0036830\n", "C0021390 C0037274\n", "C0021390 C0038013\n", "C0021390 C0039483\n", "C0021390 C0040147\n", "C0021390 C0079744\n", "C0021390 C0079773\n", "C0021390 C0242459\n", "C0021390 C1260899\n", "C0021390 C2607914\n", "C0021390 C3495559\n", "C0026769 C0001403\n", "C0026769 C0002880\n", "C0026769 C0002994\n", "C0026769 C0003868\n", "C0026769 C0003872\n", "C0026769 C0003873\n", "C0026769 C0004096\n", "C0026769 C0004153\n", "C0026769 C0004364\n", "C0026769 C0005138\n", "C0026769 C0007134\n", "C0026769 C0010346\n", "C0026769 C0011606\n", "C0026769 C0011608\n", "C0026769 C0011615\n", "C0026769 C0011616\n", "C0026769 C0011633\n", "C0026769 C0011991\n", "C0026769 C0013264\n", "C0026769 C0014742\n", "C0026769 C0018916\n", "C0026769 C0019829\n", "C0026769 C0021390\n", "C0026769 C0023052\n", "C0026769 C0023434\n", "C0026769 C0024141\n", "C0026769 C0024301\n", "C0026769 C0024305\n", "C0026769 C0024419\n", "C0026769 C0024530\n", "C0026769 C0026764\n", "C0026769 C0026857\n", "C0026769 C0026948\n", "C0026769 C0027726\n", "C0026769 C0030193\n", "C0026769 C0030807\n", "C0026769 C0032533\n", "C0026769 C0033860\n", "C0026769 C0035439\n", "No se puede calcular\n", "C0026769 C0036202\n", "C0026769 C0036830\n", "C0026769 C0037274\n", "C0026769 C0038013\n", "C0026769 C0039483\n", "C0026769 C0040147\n", "C0026769 C0079744\n", "C0026769 C0079773\n", "C0026769 C0242459\n", "C0026769 C1260899\n", "C0026769 C2607914\n", "C0026769 C3495559\n", "C0007134 C0001403\n", "C0007134 C0002880\n", "C0007134 C0002994\n", "C0007134 C0003868\n", "C0007134 C0003872\n", "C0007134 C0003873\n", "C0007134 C0004096\n", "C0007134 C0004153\n", "C0007134 C0004364\n", "C0007134 C0005138\n", "C0007134 C0010346\n", "C0007134 C0011606\n", "C0007134 C0011608\n", "C0007134 C0011615\n", "C0007134 C0011616\n", "C0007134 C0011633\n", "C0007134 C0011991\n", "C0007134 C0013264\n", "C0007134 C0014742\n", "C0007134 C0018916\n", "C0007134 C0019829\n", "C0007134 C0021390\n", "C0007134 C0023052\n", "C0007134 C0023434\n", "C0007134 C0024141\n", "C0007134 C0024301\n", "C0007134 C0024305\n", "C0007134 C0024419\n", "C0007134 C0024530\n", "C0007134 C0026764\n", "C0007134 C0026769\n", "C0007134 C0026857\n", "C0007134 C0026948\n", "C0007134 C0027726\n", "C0007134 C0030193\n", "C0007134 C0030807\n", "C0007134 C0032533\n", "C0007134 C0033860\n", "C0007134 C0035439\n", "No se puede calcular\n", "C0007134 C0036202\n", "C0007134 C0036830\n", "C0007134 C0037274\n", "C0007134 C0038013\n", "C0007134 C0039483\n", "C0007134 C0040147\n", "C0007134 C0079744\n", "C0007134 C0079773\n", "C0007134 C0242459\n", "C0007134 C1260899\n", "C0007134 C2607914\n", "C0007134 C3495559\n", "C0003873 C0001403\n", "C0003873 C0001627\n", "C0003873 C0002171\n", "C0003873 C0002880\n", "C0003873 C0002994\n", "C0003873 C0003868\n", "C0003873 C0003872\n", "C0003873 C0004096\n", "C0003873 C0004364\n", "C0003873 C0005138\n", "C0003873 C0006114\n", "C0003873 C0006444\n", "C0003873 C0006846\n", "C0003873 C0010346\n", "C0003873 C0011606\n", "C0003873 C0011608\n", "C0003873 C0011615\n", "C0003873 C0011616\n", "C0003873 C0014742\n", "C0003873 C0015230\n", "C0003873 C0015397\n", "C0003873 C0018621\n", "No se puede calcular\n", "C0003873 C0019829\n", "C0003873 C0021390\n", "C0003873 C0022548\n", "C0003873 C0023052\n", "C0003873 C0023646\n", "C0003873 C0024138\n", "C0003873 C0024141\n", "C0003873 C0024301\n", "C0003873 C0024305\n", "C0003873 C0026769\n", "C0003873 C0026857\n", "C0003873 C0026948\n", "C0003873 C0027726\n", "C0003873 C0030807\n", "C0003873 C0033860\n", "C0003873 C0035439\n", "No se puede calcular\n", "C0003873 C0035455\n", "C0003873 C0036202\n", "C0003873 C0036508\n", "C0003873 C0036830\n", "C0003873 C0037274\n", "C0003873 C0038013\n", "C0003873 C0038363\n", "C0003873 C0039103\n", "C0003873 C0039483\n", "C0003873 C0039503\n", "C0003873 C0040147\n", "C0003873 C0041321\n", "C0003873 C0042164\n", "C0003873 C0042900\n", "C0003873 C0079773\n", "C0003873 C0085074\n", "C0003873 C0149922\n", "C0003873 C0242459\n", "C0003873 C1260899\n", "C0003873 C2607914\n", "C0003873 C3495559\n", "C0021390 C0001403\n", "C0021390 C0001627\n", "C0021390 C0002171\n", "C0021390 C0002880\n", "C0021390 C0002994\n", "C0021390 C0003868\n", "C0021390 C0003872\n", "C0021390 C0003873\n", "C0021390 C0004096\n", "C0021390 C0004364\n", "C0021390 C0005138\n", "C0021390 C0006114\n", "C0021390 C0006444\n", "C0021390 C0006846\n", "C0021390 C0010346\n", "C0021390 C0011606\n", "C0021390 C0011608\n", "C0021390 C0011615\n", "C0021390 C0011616\n", "C0021390 C0014742\n", "C0021390 C0015230\n", "C0021390 C0015397\n", "C0021390 C0018621\n", "No se puede calcular\n", "C0021390 C0019829\n", "C0021390 C0022548\n", "C0021390 C0023052\n", "C0021390 C0023646\n", "C0021390 C0024138\n", "C0021390 C0024141\n", "C0021390 C0024301\n", "C0021390 C0024305\n", "C0021390 C0026769\n", "C0021390 C0026857\n", "C0021390 C0026948\n", "C0021390 C0027726\n", "C0021390 C0030807\n", "C0021390 C0033860\n", "C0021390 C0035439\n", "No se puede calcular\n", "C0021390 C0035455\n", "C0021390 C0036202\n", "C0021390 C0036508\n", "C0021390 C0036830\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "C0021390 C0037274\n", "C0021390 C0038013\n", "C0021390 C0038363\n", "C0021390 C0039103\n", "C0021390 C0039483\n", "C0021390 C0039503\n", "C0021390 C0040147\n", "C0021390 C0041321\n", "C0021390 C0042164\n", "C0021390 C0042900\n", "C0021390 C0079773\n", "C0021390 C0085074\n", "C0021390 C0149922\n", "C0021390 C0242459\n", "C0021390 C1260899\n", "C0021390 C2607914\n", "C0021390 C3495559\n", "C0026769 C0001403\n", "C0026769 C0001627\n", "C0026769 C0002171\n", "C0026769 C0002880\n", "C0026769 C0002994\n", "C0026769 C0003868\n", "C0026769 C0003872\n", "C0026769 C0003873\n", "C0026769 C0004096\n", "C0026769 C0004364\n", "C0026769 C0005138\n", "C0026769 C0006114\n", "C0026769 C0006444\n", "C0026769 C0006846\n", "C0026769 C0010346\n", "C0026769 C0011606\n", "C0026769 C0011608\n", "C0026769 C0011615\n", "C0026769 C0011616\n", "C0026769 C0014742\n", "C0026769 C0015230\n", "C0026769 C0015397\n", "C0026769 C0018621\n", "No se puede calcular\n", "C0026769 C0019829\n", "C0026769 C0021390\n", "C0026769 C0022548\n", "C0026769 C0023052\n", "C0026769 C0023646\n", "C0026769 C0024138\n", "C0026769 C0024141\n", "C0026769 C0024301\n", "C0026769 C0024305\n", "C0026769 C0026857\n", "C0026769 C0026948\n", "C0026769 C0027726\n", "C0026769 C0030807\n", "C0026769 C0033860\n", "C0026769 C0035439\n", "No se puede calcular\n", "C0026769 C0035455\n", "C0026769 C0036202\n", "C0026769 C0036508\n", "C0026769 C0036830\n", "C0026769 C0037274\n", "C0026769 C0038013\n", "C0026769 C0038363\n", "C0026769 C0039103\n", "C0026769 C0039483\n", "C0026769 C0039503\n", "C0026769 C0040147\n", "C0026769 C0041321\n", "C0026769 C0042164\n", "C0026769 C0042900\n", "C0026769 C0079773\n", "C0026769 C0085074\n", "C0026769 C0149922\n", "C0026769 C0242459\n", "C0026769 C1260899\n", "C0026769 C2607914\n", "C0026769 C3495559\n", "C0003873 C0001403\n", "C0003873 C0001627\n", "C0003873 C0002880\n", "C0003873 C0002994\n", "C0003873 C0003868\n", "C0003873 C0003872\n", "C0003873 C0004096\n", "C0003873 C0004364\n", "C0003873 C0005138\n", "C0003873 C0006114\n", "C0003873 C0006444\n", "C0003873 C0010346\n", "C0003873 C0011606\n", "C0003873 C0011608\n", "C0003873 C0011615\n", "C0003873 C0011616\n", "C0003873 C0014742\n", "C0003873 C0015230\n", "C0003873 C0015397\n", "C0003873 C0019829\n", "C0003873 C0021390\n", "C0003873 C0023052\n", "C0003873 C0024138\n", "C0003873 C0024141\n", "C0003873 C0024301\n", "C0003873 C0024305\n", "C0003873 C0026769\n", "C0003873 C0026857\n", "C0003873 C0026948\n", "C0003873 C0027726\n", "C0003873 C0030807\n", "C0003873 C0033860\n", "C0003873 C0035439\n", "No se puede calcular\n", "C0003873 C0036202\n", "C0003873 C0036508\n", "C0003873 C0036830\n", "C0003873 C0037274\n", "C0003873 C0038013\n", "C0003873 C0039103\n", "C0003873 C0039503\n", "C0003873 C0040147\n", "C0003873 C0040252\n", "C0003873 C0040259\n", "No se puede calcular\n", "C0003873 C0041321\n", "C0003873 C0079773\n", "C0003873 C0085074\n", "C0003873 C0149922\n", "C0003873 C0242459\n", "C0003873 C1260899\n", "C0003873 C2607914\n", "C0003873 C3495559\n", "C0021390 C0001403\n", "C0021390 C0001627\n", "C0021390 C0002880\n", "C0021390 C0002994\n", "C0021390 C0003868\n", "C0021390 C0003872\n", "C0021390 C0003873\n", "C0021390 C0004096\n", "C0021390 C0004364\n", "C0021390 C0005138\n", "C0021390 C0006114\n", "C0021390 C0006444\n", "C0021390 C0010346\n", "C0021390 C0011606\n", "C0021390 C0011608\n", "C0021390 C0011615\n", "C0021390 C0011616\n", "C0021390 C0014742\n", "C0021390 C0015230\n", "C0021390 C0015397\n", "C0021390 C0019829\n", "C0021390 C0023052\n", "C0021390 C0024138\n", "C0021390 C0024141\n", "C0021390 C0024301\n", "C0021390 C0024305\n", "C0021390 C0026769\n", "C0021390 C0026857\n", "C0021390 C0026948\n", "C0021390 C0027726\n", "C0021390 C0030807\n", "C0021390 C0033860\n", "C0021390 C0035439\n", "No se puede calcular\n", "C0021390 C0036202\n", "C0021390 C0036508\n", "C0021390 C0036830\n", "C0021390 C0037274\n", "C0021390 C0038013\n", "C0021390 C0039103\n", "C0021390 C0039503\n", "C0021390 C0040147\n", "C0021390 C0040252\n", "C0021390 C0040259\n", "No se puede calcular\n", "C0021390 C0041321\n", "C0021390 C0079773\n", "C0021390 C0085074\n", "C0021390 C0149922\n", "C0021390 C0242459\n", "C0021390 C1260899\n", "C0021390 C2607914\n", "C0021390 C3495559\n", "C0026769 C0001403\n", "C0026769 C0001627\n", "C0026769 C0002880\n", "C0026769 C0002994\n", "C0026769 C0003868\n", "C0026769 C0003872\n", "C0026769 C0003873\n", "C0026769 C0004096\n", "C0026769 C0004364\n", "C0026769 C0005138\n", "C0026769 C0006114\n", "C0026769 C0006444\n", "C0026769 C0010346\n", "C0026769 C0011606\n", "C0026769 C0011608\n", "C0026769 C0011615\n", "C0026769 C0011616\n", "C0026769 C0014742\n", "C0026769 C0015230\n", "C0026769 C0015397\n", "C0026769 C0019829\n", "C0026769 C0021390\n", "C0026769 C0023052\n", "C0026769 C0024138\n", "C0026769 C0024141\n", "C0026769 C0024301\n", "C0026769 C0024305\n", "C0026769 C0026857\n", "C0026769 C0026948\n", "C0026769 C0027726\n", "C0026769 C0030807\n", "C0026769 C0033860\n", "C0026769 C0035439\n", "No se puede calcular\n", "C0026769 C0036202\n", "C0026769 C0036508\n", "C0026769 C0036830\n", "C0026769 C0037274\n", "C0026769 C0038013\n", "C0026769 C0039103\n", "C0026769 C0039503\n", "C0026769 C0040147\n", "C0026769 C0040252\n", "C0026769 C0040259\n", "No se puede calcular\n", "C0026769 C0041321\n", "C0026769 C0079773\n", "C0026769 C0085074\n", "C0026769 C0149922\n", "C0026769 C0242459\n", "C0026769 C1260899\n", "C0026769 C2607914\n", "C0026769 C3495559\n", "C0003873 C0001144\n", "C0003873 C0001403\n", "C0003873 C0001627\n", "C0003873 C0002880\n", "C0003873 C0002994\n", "C0003873 C0003868\n", "C0003873 C0003872\n", "C0003873 C0004096\n", "C0003873 C0004364\n", "C0003873 C0005138\n", "C0003873 C0006114\n", "C0003873 C0006444\n", "C0003873 C0009324\n", "C0003873 C0009766\n", "C0003873 C0010032\n", "No se puede calcular\n", "C0003873 C0010043\n", "C0003873 C0010346\n", "C0003873 C0011606\n", "C0003873 C0011608\n", "C0003873 C0011615\n", "C0003873 C0011616\n", "C0003873 C0014742\n", "C0003873 C0015230\n", "C0003873 C0015397\n", "C0003873 C0019112\n", "C0003873 C0019829\n", "C0003873 C0021390\n", "C0003873 C0022073\n", "C0003873 C0022081\n", "No se puede calcular\n", "C0003873 C0022568\n", "C0003873 C0023052\n", "C0003873 C0024138\n", "C0003873 C0024141\n", "C0003873 C0024301\n", "C0003873 C0024305\n", "C0003873 C0026769\n", "C0003873 C0026857\n", "C0003873 C0026948\n", "C0003873 C0027726\n", "C0003873 C0029878\n", "C0003873 C0030807\n", "C0003873 C0033246\n", "C0003873 C0033860\n", "C0003873 C0035439\n", "No se puede calcular\n", "C0003873 C0035854\n", "C0003873 C0036202\n", "C0003873 C0036508\n", "C0003873 C0036830\n", "C0003873 C0037274\n", "C0003873 C0038013\n", "C0003873 C0038363\n", "C0003873 C0039103\n", "C0003873 C0039503\n", "C0003873 C0040147\n", "C0003873 C0040252\n", "C0003873 C0040259\n", "No se puede calcular\n", "C0003873 C0041321\n", "C0003873 C0042164\n", "C0003873 C0079773\n", "C0003873 C0085074\n", "C0003873 C0149922\n", "C0003873 C0242459\n", "C0003873 C1260899\n", "C0003873 C2607914\n", "C0003873 C3495559\n", "C0021390 C0001144\n", "C0021390 C0001403\n", "C0021390 C0001627\n", "C0021390 C0002880\n", "C0021390 C0002994\n", "C0021390 C0003868\n", "C0021390 C0003872\n", "C0021390 C0003873\n", "C0021390 C0004096\n", "C0021390 C0004364\n", "C0021390 C0005138\n", "C0021390 C0006114\n", "C0021390 C0006444\n", "C0021390 C0009324\n", "C0021390 C0009766\n", "C0021390 C0010032\n", "No se puede calcular\n", "C0021390 C0010043\n", "C0021390 C0010346\n", "C0021390 C0011606\n", "C0021390 C0011608\n", "C0021390 C0011615\n", "C0021390 C0011616\n", "C0021390 C0014742\n", "C0021390 C0015230\n", "C0021390 C0015397\n", "C0021390 C0019112\n", "C0021390 C0019829\n", "C0021390 C0022073\n", "C0021390 C0022081\n", "No se puede calcular\n", "C0021390 C0022568\n", "C0021390 C0023052\n", "C0021390 C0024138\n", "C0021390 C0024141\n", "C0021390 C0024301\n", "C0021390 C0024305\n", "C0021390 C0026769\n", "C0021390 C0026857\n", "C0021390 C0026948\n", "C0021390 C0027726\n", "C0021390 C0029878\n", "C0021390 C0030807\n", "C0021390 C0033246\n", "C0021390 C0033860\n", "C0021390 C0035439\n", "No se puede calcular\n", "C0021390 C0035854\n", "C0021390 C0036202\n", "C0021390 C0036508\n", "C0021390 C0036830\n", "C0021390 C0037274\n", "C0021390 C0038013\n", "C0021390 C0038363\n", "C0021390 C0039103\n", "C0021390 C0039503\n", "C0021390 C0040147\n", "C0021390 C0040252\n", "C0021390 C0040259\n", "No se puede calcular\n", "C0021390 C0041321\n", "C0021390 C0042164\n", "C0021390 C0079773\n", "C0021390 C0085074\n", "C0021390 C0149922\n", "C0021390 C0242459\n", "C0021390 C1260899\n", "C0021390 C2607914\n", "C0021390 C3495559\n", "C0026769 C0001144\n", "C0026769 C0001403\n", "C0026769 C0001627\n", "C0026769 C0002880\n", "C0026769 C0002994\n", "C0026769 C0003868\n", "C0026769 C0003872\n", "C0026769 C0003873\n", "C0026769 C0004096\n", "C0026769 C0004364\n", "C0026769 C0005138\n", "C0026769 C0006114\n", "C0026769 C0006444\n", "C0026769 C0009324\n", "C0026769 C0009766\n", "C0026769 C0010032\n", "No se puede calcular\n", "C0026769 C0010043\n", "C0026769 C0010346\n", "C0026769 C0011606\n", "C0026769 C0011608\n", "C0026769 C0011615\n", "C0026769 C0011616\n", "C0026769 C0014742\n", "C0026769 C0015230\n", "C0026769 C0015397\n", "C0026769 C0019112\n", "C0026769 C0019829\n", "C0026769 C0021390\n", "C0026769 C0022073\n", "C0026769 C0022081\n", "No se puede calcular\n", "C0026769 C0022568\n", "C0026769 C0023052\n", "C0026769 C0024138\n", "C0026769 C0024141\n", "C0026769 C0024301\n", "C0026769 C0024305\n", "C0026769 C0026857\n", "C0026769 C0026948\n", "C0026769 C0027726\n", "C0026769 C0029878\n", "C0026769 C0030807\n", "C0026769 C0033246\n", "C0026769 C0033860\n", "C0026769 C0035439\n", "No se puede calcular\n", "C0026769 C0035854\n", "C0026769 C0036202\n", "C0026769 C0036508\n", "C0026769 C0036830\n", "C0026769 C0037274\n", "C0026769 C0038013\n", "C0026769 C0038363\n", "C0026769 C0039103\n", "C0026769 C0039503\n", "C0026769 C0040147\n", "C0026769 C0040252\n", "C0026769 C0040259\n", "No se puede calcular\n", "C0026769 C0041321\n", "C0026769 C0042164\n", "C0026769 C0079773\n", "C0026769 C0085074\n", "C0026769 C0149922\n", "C0026769 C0242459\n", "C0026769 C1260899\n", "C0026769 C2607914\n", "C0026769 C3495559\n", "C0003873 C0001403\n", "C0003873 C0002726\n", "C0003873 C0002880\n", "C0003873 C0002994\n", "C0003873 C0003868\n", "C0003873 C0003872\n", "C0003873 C0004096\n", "C0003873 C0005138\n", "C0003873 C0006114\n", "C0003873 C0006413\n", "C0003873 C0006444\n", "C0003873 C0007131\n", "C0003873 C0007134\n", "C0003873 C0009766\n", "C0003873 C0010032\n", "No se puede calcular\n", "C0003873 C0010043\n", "C0003873 C0010346\n", "C0003873 C0011606\n", "C0003873 C0011608\n", "C0003873 C0011615\n", "C0003873 C0011616\n", "C0003873 C0014742\n", "C0003873 C0015230\n", "C0003873 C0015397\n", "C0003873 C0019829\n", "C0003873 C0021390\n", "C0003873 C0022073\n", "C0003873 C0022081\n", "No se puede calcular\n", "C0003873 C0022548\n", "C0003873 C0022568\n", "C0003873 C0023052\n", "C0003873 C0024138\n", "C0003873 C0024141\n", "C0003873 C0024301\n", "C0003873 C0024305\n", "C0003873 C0026764\n", "C0003873 C0026769\n", "C0003873 C0026857\n", "C0003873 C0026948\n", "C0003873 C0027497\n", "C0003873 C0027726\n", "C0003873 C0028754\n", "C0003873 C0029878\n", "C0003873 C0030807\n", "C0003873 C0033860\n", "C0003873 C0035439\n", "No se puede calcular\n", "C0003873 C0035854\n", "C0003873 C0036202\n", "C0003873 C0036508\n", "C0003873 C0036830\n", "C0003873 C0037274\n", "C0003873 C0038013\n", "C0003873 C0040147\n", "C0003873 C0041321\n", "C0003873 C0042164\n", "C0003873 C0042165\n", "No se puede calcular\n", "C0003873 C0042963\n", "C0003873 C0079744\n", "C0003873 C0079773\n", "C0003873 C0085074\n", "C0003873 C0149922\n", "C0003873 C0242383\n", "C0003873 C0242459\n", "C0003873 C0334634\n", "C0003873 C0339293\n", "No se puede calcular\n", "C0003873 C0520909\n", "C0003873 C1260899\n", "C0003873 C1527336\n", "C0003873 C2607914\n", "C0021390 C0001403\n", "C0021390 C0002726\n", "C0021390 C0002880\n", "C0021390 C0002994\n", "C0021390 C0003868\n", "C0021390 C0003872\n", "C0021390 C0003873\n", "C0021390 C0004096\n", "C0021390 C0005138\n", "C0021390 C0006114\n", "C0021390 C0006413\n", "C0021390 C0006444\n", "C0021390 C0007131\n", "C0021390 C0007134\n", "C0021390 C0009766\n", "C0021390 C0010032\n", "No se puede calcular\n", "C0021390 C0010043\n", "C0021390 C0010346\n", "C0021390 C0011606\n", "C0021390 C0011608\n", "C0021390 C0011615\n", "C0021390 C0011616\n", "C0021390 C0014742\n", "C0021390 C0015230\n", "C0021390 C0015397\n", "C0021390 C0019829\n", "C0021390 C0022073\n", "C0021390 C0022081\n", "No se puede calcular\n", "C0021390 C0022548\n", "C0021390 C0022568\n", "C0021390 C0023052\n", "C0021390 C0024138\n", "C0021390 C0024141\n", "C0021390 C0024301\n", "C0021390 C0024305\n", "C0021390 C0026764\n", "C0021390 C0026769\n", "C0021390 C0026857\n", "C0021390 C0026948\n", "C0021390 C0027497\n", "C0021390 C0027726\n", "C0021390 C0028754\n", "C0021390 C0029878\n", "C0021390 C0030807\n", "C0021390 C0033860\n", "C0021390 C0035439\n", "No se puede calcular\n", "C0021390 C0035854\n", "C0021390 C0036202\n", "C0021390 C0036508\n", "C0021390 C0036830\n", "C0021390 C0037274\n", "C0021390 C0038013\n", "C0021390 C0040147\n", "C0021390 C0041321\n", "C0021390 C0042164\n", "C0021390 C0042165\n", "No se puede calcular\n", "C0021390 C0042963\n", "C0021390 C0079744\n", "C0021390 C0079773\n", "C0021390 C0085074\n", "C0021390 C0149922\n", "C0021390 C0242383\n", "C0021390 C0242459\n", "C0021390 C0334634\n", "C0021390 C0339293\n", "No se puede calcular\n", "C0021390 C0520909\n", "C0021390 C1260899\n", "C0021390 C1527336\n", "C0021390 C2607914\n", "C0026769 C0001403\n", "C0026769 C0002726\n", "C0026769 C0002880\n", "C0026769 C0002994\n", "C0026769 C0003868\n", "C0026769 C0003872\n", "C0026769 C0003873\n", "C0026769 C0004096\n", "C0026769 C0005138\n", "C0026769 C0006114\n", "C0026769 C0006413\n", "C0026769 C0006444\n", "C0026769 C0007131\n", "C0026769 C0007134\n", "C0026769 C0009766\n", "C0026769 C0010032\n", "No se puede calcular\n", "C0026769 C0010043\n", "C0026769 C0010346\n", "C0026769 C0011606\n", "C0026769 C0011608\n", "C0026769 C0011615\n", "C0026769 C0011616\n", "C0026769 C0014742\n", "C0026769 C0015230\n", "C0026769 C0015397\n", "C0026769 C0019829\n", "C0026769 C0021390\n", "C0026769 C0022073\n", "C0026769 C0022081\n", "No se puede calcular\n", "C0026769 C0022548\n", "C0026769 C0022568\n", "C0026769 C0023052\n", "C0026769 C0024138\n", "C0026769 C0024141\n", "C0026769 C0024301\n", "C0026769 C0024305\n", "C0026769 C0026764\n", "C0026769 C0026857\n", "C0026769 C0026948\n", "C0026769 C0027497\n", "C0026769 C0027726\n", "C0026769 C0028754\n", "C0026769 C0029878\n", "C0026769 C0030807\n", "C0026769 C0033860\n", "C0026769 C0035439\n", "No se puede calcular\n", "C0026769 C0035854\n", "C0026769 C0036202\n", "C0026769 C0036508\n", "C0026769 C0036830\n", "C0026769 C0037274\n", "C0026769 C0038013\n", "C0026769 C0040147\n", "C0026769 C0041321\n", "C0026769 C0042164\n", "C0026769 C0042165\n", "No se puede calcular\n", "C0026769 C0042963\n", "C0026769 C0079744\n", "C0026769 C0079773\n", "C0026769 C0085074\n", "C0026769 C0149922\n", "C0026769 C0242383\n", "C0026769 C0242459\n", "C0026769 C0334634\n", "C0026769 C0339293\n", "No se puede calcular\n", "C0026769 C0520909\n", "C0026769 C1260899\n", "C0026769 C1527336\n", "C0026769 C2607914\n", "C0007134 C0001403\n", "C0007134 C0002726\n", "C0007134 C0002880\n", "C0007134 C0002994\n", "C0007134 C0003868\n", "C0007134 C0003872\n", "C0007134 C0003873\n", "C0007134 C0004096\n", "C0007134 C0005138\n", "C0007134 C0006114\n", "C0007134 C0006413\n", "C0007134 C0006444\n", "C0007134 C0007131\n", "C0007134 C0009766\n", "C0007134 C0010032\n", "No se puede calcular\n", "C0007134 C0010043\n", "C0007134 C0010346\n", "C0007134 C0011606\n", "C0007134 C0011608\n", "C0007134 C0011615\n", "C0007134 C0011616\n", "C0007134 C0014742\n", "C0007134 C0015230\n", "C0007134 C0015397\n", "C0007134 C0019829\n", "C0007134 C0021390\n", "C0007134 C0022073\n", "C0007134 C0022081\n", "No se puede calcular\n", "C0007134 C0022548\n", "C0007134 C0022568\n", "C0007134 C0023052\n", "C0007134 C0024138\n", "C0007134 C0024141\n", "C0007134 C0024301\n", "C0007134 C0024305\n", "C0007134 C0026764\n", "C0007134 C0026769\n", "C0007134 C0026857\n", "C0007134 C0026948\n", "C0007134 C0027497\n", "C0007134 C0027726\n", "C0007134 C0028754\n", "C0007134 C0029878\n", "C0007134 C0030807\n", "C0007134 C0033860\n", "C0007134 C0035439\n", "No se puede calcular\n", "C0007134 C0035854\n", "C0007134 C0036202\n", "C0007134 C0036508\n", "C0007134 C0036830\n", "C0007134 C0037274\n", "C0007134 C0038013\n", "C0007134 C0040147\n", "C0007134 C0041321\n", "C0007134 C0042164\n", "C0007134 C0042165\n", "No se puede calcular\n", "C0007134 C0042963\n", "C0007134 C0079744\n", "C0007134 C0079773\n", "C0007134 C0085074\n", "C0007134 C0149922\n", "C0007134 C0242383\n", "C0007134 C0242459\n", "C0007134 C0334634\n", "C0007134 C0339293\n", "No se puede calcular\n", "C0007134 C0520909\n", "C0007134 C1260899\n", "C0007134 C1527336\n", "C0007134 C2607914\n", "C0028754 C0001403\n", "C0028754 C0002726\n", "C0028754 C0002880\n", "C0028754 C0002994\n", "C0028754 C0003868\n", "C0028754 C0003872\n", "C0028754 C0003873\n", "C0028754 C0004096\n", "C0028754 C0005138\n", "C0028754 C0006114\n", "C0028754 C0006413\n", "C0028754 C0006444\n", "C0028754 C0007131\n", "C0028754 C0007134\n", "C0028754 C0009766\n", "C0028754 C0010032\n", "No se puede calcular\n", "C0028754 C0010043\n", "C0028754 C0010346\n", "C0028754 C0011606\n", "C0028754 C0011608\n", "C0028754 C0011615\n", "C0028754 C0011616\n", "C0028754 C0014742\n", "C0028754 C0015230\n", "C0028754 C0015397\n", "C0028754 C0019829\n", "C0028754 C0021390\n", "C0028754 C0022073\n", "C0028754 C0022081\n", "No se puede calcular\n", "C0028754 C0022548\n", "C0028754 C0022568\n", "C0028754 C0023052\n", "C0028754 C0024138\n", "C0028754 C0024141\n", "C0028754 C0024301\n", "C0028754 C0024305\n", "C0028754 C0026764\n", "C0028754 C0026769\n", "C0028754 C0026857\n", "C0028754 C0026948\n", "C0028754 C0027497\n", "C0028754 C0027726\n", "C0028754 C0029878\n", "C0028754 C0030807\n", "C0028754 C0033860\n", "C0028754 C0035439\n", "No se puede calcular\n", "C0028754 C0035854\n", "C0028754 C0036202\n", "C0028754 C0036508\n", "C0028754 C0036830\n", "C0028754 C0037274\n", "C0028754 C0038013\n", "C0028754 C0040147\n", "C0028754 C0041321\n", "C0028754 C0042164\n", "C0028754 C0042165\n", "No se puede calcular\n", "C0028754 C0042963\n", "C0028754 C0079744\n", "C0028754 C0079773\n", "C0028754 C0085074\n", "C0028754 C0149922\n", "C0028754 C0242383\n", "C0028754 C0242459\n", "C0028754 C0334634\n", "C0028754 C0339293\n", "No se puede calcular\n", "C0028754 C0520909\n", "C0028754 C1260899\n", "C0028754 C1527336\n", "C0028754 C2607914\n", "C0003873 C0002880\n", "C0003873 C0002994\n", "C0003873 C0003868\n", "C0003873 C0003872\n", "C0003873 C0004096\n", "C0003873 C0004364\n", "C0003873 C0005138\n", "C0003873 C0006114\n", "C0003873 C0006444\n", "C0003873 C0010032\n", "No se puede calcular\n", "C0003873 C0010346\n", "C0003873 C0011606\n", "C0003873 C0011608\n", "C0003873 C0011615\n", "C0003873 C0011616\n", "C0003873 C0014742\n", "C0003873 C0015230\n", "C0003873 C0015397\n", "C0003873 C0019112\n", "C0003873 C0019829\n", "C0003873 C0021390\n", "C0003873 C0022568\n", "C0003873 C0023052\n", "C0003873 C0024141\n", "C0003873 C0024305\n", "C0003873 C0026769\n", "C0003873 C0026948\n", "C0003873 C0027726\n", "C0003873 C0030807\n", "C0003873 C0033860\n", "C0003873 C0035439\n", "No se puede calcular\n", "C0003873 C0036202\n", "C0003873 C0036830\n", "C0003873 C0038013\n", "C0003873 C0039103\n", "C0003873 C0039503\n", "C0003873 C0040147\n", "C0003873 C0242459\n", "C0003873 C2607914\n", "C0021390 C0002880\n", "C0021390 C0002994\n", "C0021390 C0003868\n", "C0021390 C0003872\n", "C0021390 C0003873\n", "C0021390 C0004096\n", "C0021390 C0004364\n", "C0021390 C0005138\n", "C0021390 C0006114\n", "C0021390 C0006444\n", "C0021390 C0010032\n", "No se puede calcular\n", "C0021390 C0010346\n", "C0021390 C0011606\n", "C0021390 C0011608\n", "C0021390 C0011615\n", "C0021390 C0011616\n", "C0021390 C0014742\n", "C0021390 C0015230\n", "C0021390 C0015397\n", "C0021390 C0019112\n", "C0021390 C0019829\n", "C0021390 C0022568\n", "C0021390 C0023052\n", "C0021390 C0024141\n", "C0021390 C0024305\n", "C0021390 C0026769\n", "C0021390 C0026948\n", "C0021390 C0027726\n", "C0021390 C0030807\n", "C0021390 C0033860\n", "C0021390 C0035439\n", "No se puede calcular\n", "C0021390 C0036202\n", "C0021390 C0036830\n", "C0021390 C0038013\n", "C0021390 C0039103\n", "C0021390 C0039503\n", "C0021390 C0040147\n", "C0021390 C0242459\n", "C0021390 C2607914\n", "C0026769 C0002880\n", "C0026769 C0002994\n", "C0026769 C0003868\n", "C0026769 C0003872\n", "C0026769 C0003873\n", "C0026769 C0004096\n", "C0026769 C0004364\n", "C0026769 C0005138\n", "C0026769 C0006114\n", "C0026769 C0006444\n", "C0026769 C0010032\n", "No se puede calcular\n", "C0026769 C0010346\n", "C0026769 C0011606\n", "C0026769 C0011608\n", "C0026769 C0011615\n", "C0026769 C0011616\n", "C0026769 C0014742\n", "C0026769 C0015230\n", "C0026769 C0015397\n", "C0026769 C0019112\n", "C0026769 C0019829\n", "C0026769 C0021390\n", "C0026769 C0022568\n", "C0026769 C0023052\n", "C0026769 C0024141\n", "C0026769 C0024305\n", "C0026769 C0026948\n", "C0026769 C0027726\n", "C0026769 C0030807\n", "C0026769 C0033860\n", "C0026769 C0035439\n", "No se puede calcular\n", "C0026769 C0036202\n", "C0026769 C0036830\n", "C0026769 C0038013\n", "C0026769 C0039103\n", "C0026769 C0039503\n", "C0026769 C0040147\n", "C0026769 C0242459\n", "C0026769 C2607914\n", "C0021390 C0004096\n", "C0021390 C0008312\n", "C0021390 C0009324\n", "C0021390 C0010346\n", "C0021390 C0011991\n", "C0021390 C0033246\n", "C0021390 C0037199\n", "C0021390 C2607914\n", "C0020538 C0004238\n", "C0020538 C0011881\n", "C0020538 C0010674\n", "C0020538 C0011881\n", "C0020538 C0020473\n", "C0020538 C0038454\n", "C0020538 C0018801\n", "C0020538 C0005586\n", "C0005586 C0020538\n", "C0020538 C0002962\n", "C0020538 C0002962\n", "C0020538 C0002962\n", "C0020538 C0002963\n", "C0020538 C0002962\n", "C0020538 C0002963\n", "C0020538 C0004238\n", "C0020538 C0018801\n", "C0020538 C0030590\n", "C0020538 C0037199\n", "C0020538 C0948089\n", "C0020538 C0002962\n", "C0020538 C0002963\n", "C0020538 C0020473\n", "C0020538 C0038454\n", "C0020538 C0002962\n", "C0020538 C0002963\n", "C0020538 C0004238\n", "C0020538 C0030590\n", "C0014544 C0005586\n", "C0014544 C0008311\n", "C0014544 C0011581\n", "C0014544 C0028768\n", "C0014544 C0030193\n", "C0014544 C0030305\n", "C0014544 C0038220\n", "C0014544 C0150055\n", "C0014544 C0184567\n", "No se puede calcular\n", "C0014544 C1269683\n", "C0028768 C0005586\n", "C0028768 C0008311\n", "C0028768 C0011581\n", "C0028768 C0014544\n", "C0028768 C0030193\n", "C0028768 C0030305\n", "C0028768 C0038220\n", "C0028768 C0150055\n", "C0028768 C0184567\n", "No se puede calcular\n", "C0028768 C1269683\n", "C0005586 C0008311\n", "C0005586 C0011581\n", "C0005586 C0014544\n", "C0005586 C0028768\n", "C0005586 C0030193\n", "C0005586 C0030305\n", "C0005586 C0038220\n", "C0005586 C0150055\n", "C0005586 C0184567\n", "No se puede calcular\n", "C0005586 C1269683\n", "C0014544 C0001973\n", "C0014544 C0014549\n", "C0014544 C0020473\n", "C0014544 C0020557\n", "C0014544 C0028754\n", "C0014544 C0030567\n", "C0014544 C0032897\n", "C0014544 C0036341\n", "C0014544 C0149931\n", "C0014544 C0234974\n", "C0014544 C0497327\n", "C0014544 C0001973\n", "C0014544 C0005586\n", "C0014544 C0036337\n", "C0014544 C0036341\n", "C0014544 C0014547\n", "C0014544 C0014549\n", "C0014544 C0036341\n", "C0014544 C0040997\n", "C0014544 C0154731\n", "No se puede calcular\n", "C0014544 C0234974\n", "C0014544 C0494475\n", "C0014544 C0497327\n", "C0003873 C0003872\n", "C0003873 C0024141\n", "C0003873 C0003872\n", "C0003873 C0024141\n", "C0003873 C0026769\n", "C0030567 C0001206\n", "C0030567 C0020649\n", "C0030567 C0024586\n", "C0030567 C0184567\n", "No se puede calcular\n", "C0030567 C0242422\n", "C0030567 C0600177\n", "No se puede calcular\n", "C0030567 C1621958\n", "C0030567 C0015371\n", "C0030567 C0242422\n", "C0030567 C0016053\n", "C0030567 C0036341\n", "C0030567 C0497327\n", "C0030567 C1269683\n", "C0036341 C0016053\n", "C0036341 C0030567\n", "C0036341 C0497327\n", "C0036341 C1269683\n", "C0030567 C0002736\n", "C0030567 C0016053\n", "C0030567 C0035258\n", "C0030567 C0596170\n", "C0030567 C0001206\n", "C0030567 C0020514\n", "C0030567 C0184567\n", "No se puede calcular\n", "C0030567 C0242422\n", "C0030567 C1621958\n", "C0030567 C0035258\n", "C0030567 C0035258\n", "C0030567 C0017168\n", "C0030567 C0152020\n", "C0030567 C0027404\n", "C0030567 C0030193\n", "C0030567 C0036341\n", "C0030567 C1269683\n", "C0036341 C0027404\n", "C0036341 C0030193\n", "C0036341 C0030567\n", "C0036341 C1269683\n", "C0020538 C0013604\n", "C0020538 C0013604\n", "C0036341 C0003469\n", "C0036341 C0011581\n", "C0036341 C0038436\n", "C0036341 C0497327\n", "C0036341 C0917801\n", "C0036341 C0948089\n", "C0036341 C1269683\n", "C0038436 C0003469\n", "C0038436 C0011581\n", "C0038436 C0036341\n", "C0038436 C0497327\n", "C0038436 C0917801\n", "C0038436 C0948089\n", "C0038436 C1269683\n", "C0003469 C0011581\n", "C0003469 C0036341\n", "C0003469 C0038436\n", "C0003469 C0497327\n", "C0003469 C0917801\n", "C0003469 C0948089\n", "C0003469 C1269683\n", "C0036341 C0030319\n", "C0036341 C0497327\n", "C0036341 C1269683\n", "C0036341 C0028043\n", "C0036341 C1263846\n", "C0036341 C0001973\n", "C0036341 C0027497\n", "C0036341 C0028768\n", "C0036341 C0042963\n", "C0028768 C0001973\n", "C0028768 C0027497\n", "C0028768 C0036341\n", "C0028768 C0042963\n", "C0036341 C0011581\n", "C0036341 C0028043\n", "C0036341 C0028754\n", "C0036341 C0085159\n", "C0036341 C0497327\n", "C0036341 C1269683\n", "C0028754 C0011581\n", "C0028754 C0028043\n", "C0028754 C0036341\n", "C0028754 C0085159\n", "C0028754 C0497327\n", "C0028754 C1269683\n", "C0036341 C0009766\n", "C0036341 C0010200\n", "C0036341 C0011615\n", "C0036341 C0018621\n", "No se puede calcular\n", "C0036341 C0027497\n", "C0036341 C0030305\n", "C0036341 C0035455\n", "C0036341 C0042963\n", "C0036341 C0497327\n", "C0036341 C0917801\n", "C0036341 C0016053\n", "C0036341 C0030193\n", "C0036341 C0497327\n", "C0036341 C1263846\n", "C0036341 C1269683\n", "C0036341 C0497327\n", "C0036341 C0009766\n", "C0036341 C0011615\n", "C0036341 C0033774\n", "C0036341 C0042109\n", "C0036341 C0497327\n", "C0036341 C2607914\n", "C0036341 C0015371\n", "C0036341 C0030567\n", "C0036341 C0242422\n", "C0036341 C0497327\n", "C0003873 C0002874\n", "C0003873 C0006413\n", "C0003873 C0011633\n", "C0003873 C0023480\n", "C0003873 C0024141\n", "C0003873 C0024305\n", "C0003873 C0026948\n", "C0003873 C0027819\n", "C0003873 C0033860\n", "C0003873 C0035335\n", "C0003873 C0042109\n", "C0003873 C0242379\n", "C0003873 C0278996\n", "C0003873 C1135868\n", "C0003873 C3495559\n", "C0028754 C0001973\n", "C0028754 C0009324\n", "C0028754 C0010346\n", "C0028754 C0021390\n", "C0028754 C0028768\n", "C0028754 C0029408\n", "C0028754 C0036341\n", "C0028754 C0150055\n", "C0028754 C0152020\n", "C0036341 C0001973\n", "C0036341 C0009324\n", "C0036341 C0010346\n", "C0036341 C0021390\n", "C0036341 C0028754\n", "C0036341 C0028768\n", "C0036341 C0029408\n", "C0036341 C0150055\n", "C0036341 C0152020\n", "C0020538 C0002962\n", "C0020538 C0004238\n", "C0020538 C0018790\n", "C0020538 C0027051\n", "C0020538 C0028754\n", "C0020538 C0042510\n", "C0020538 C0948089\n", "C0028754 C0002962\n", "C0028754 C0004238\n", "C0028754 C0018790\n", "C0028754 C0020538\n", "C0028754 C0027051\n", "C0028754 C0042510\n", "C0028754 C0948089\n", "C0020538 C0002962\n", "C0020538 C0002962\n", "C0020538 C0002962\n", "C0020538 C0004238\n", "C0020538 C0007134\n", "C0020538 C0007194\n", "C0020538 C0018916\n", "C0020538 C0038436\n", "C0020538 C0039240\n", "C0020538 C0700053\n", "C0020538 C0002962\n", "C0020538 C0027051\n", "C0020538 C0017612\n", "C0020538 C0028840\n", "C0020538 C0018801\n", "C0020538 C0018916\n", "C0020538 C0151636\n", "C0020538 C0017601\n", "C0020538 C0017612\n", "C0020538 C0018916\n", "C0020538 C0028840\n", "C0020538 C0017612\n", "C0020538 C0028840\n", "C0020538 C0014544\n", "C0020538 C0020542\n", "C0020538 C2973725\n", "No se puede calcular\n", "C0020538 C0002962\n", "C0020538 C0002170\n", "C0020538 C0017612\n", "C0020538 C0026769\n", "C0020538 C0026838\n", "C0020538 C0030193\n", "C0020538 C1263846\n", "C0020538 C1739363\n", "C0020538 C0028043\n", "C0020538 C1739363\n", "C0014544 C0020538\n", "C0014544 C0020542\n", "C0014544 C2973725\n", "No se puede calcular\n", "C0028754 C0027404\n", "C0028754 C1263846\n", "C0028754 C0020649\n", "C0028754 C1263846\n", "C0030567 C0002170\n", "C0030567 C0004096\n", "C0030567 C0006267\n", "C0030567 C0006277\n", "C0030567 C0020649\n", "C0030567 C0020651\n", "C0030567 C0034067\n", "C0030567 C0917798\n", "C1140680 C0007129\n", "C1140680 C0007131\n", "C1140680 C0007137\n", "C1140680 C0007138\n", "C1140680 C0017612\n", "C1140680 C0020538\n", "C1140680 C0028840\n", "C1140680 C0036220\n", "C1140680 C0238122\n", "C1140680 C0678222\n", "C1140680 C1621958\n", "C0014544 C0009088\n", "C0014544 C0014549\n", "C0014544 C0036341\n", "C0014544 C0038220\n", "C0014544 C0042376\n", "No se puede calcular\n", "C0014544 C0149931\n", "C0014544 C0234974\n", "C0014544 C0494475\n", "C0014544 C0497327\n", "C0014544 C0014547\n", "C0014544 C0014549\n", "C0014544 C0038220\n", "C0014544 C0917798\n", "C0014544 C0917801\n", "C0014544 C0014550\n", "C0014544 C0014553\n", "C0014544 C0030319\n", "C0014544 C0036341\n", "C0014544 C0270846\n", "C0014544 C0497327\n", "C0036341 C0009088\n", "C0036341 C0014544\n", "C0036341 C0014549\n", "C0036341 C0038220\n", "C0036341 C0042376\n", "No se puede calcular\n", "C0036341 C0149931\n", "C0036341 C0234974\n", "C0036341 C0494475\n", "C0036341 C0497327\n", "C0014544 C0014547\n", "C0014544 C0014549\n", "C0014544 C0234974\n", "C0014544 C0494475\n", "C0014544 C0033845\n", "C0014544 C0038220\n", "C0014544 C0038220\n", "C0014544 C0917801\n", "C0014544 C0038220\n", "C0014544 C0917801\n", "C0036341 C0001973\n", "C0036341 C0014544\n", "C0036341 C0014549\n", "C0036341 C0020473\n", "C0036341 C0020557\n", "C0036341 C0028754\n", "C0036341 C0030567\n", "C0036341 C0032897\n", "C0036341 C0149931\n", "C0036341 C0234974\n", "C0036341 C0497327\n", "C0020473 C0020443\n", "C0038436 C0027404\n", "C0038436 C1263846\n", "C0004153 C0003873\n", "C0004153 C0006413\n", "C0004153 C0007131\n", "C0004153 C0007134\n", "C0004153 C0007137\n", "C0004153 C0007138\n", "C0004153 C0020459\n", "C0004153 C0021670\n", "C0004153 C0026764\n", "C0004153 C0027819\n", "C0004153 C0030807\n", "C0004153 C0334634\n", "C0004153 C1621958\n", "C0003873 C0004153\n", "C0003873 C0006413\n", "C0003873 C0007131\n", "C0003873 C0007134\n", "C0003873 C0007137\n", "C0003873 C0007138\n", "C0003873 C0020459\n", "C0003873 C0021670\n", "C0003873 C0026764\n", "C0003873 C0027819\n", "C0003873 C0030807\n", "C0003873 C0334634\n", "C0003873 C1621958\n", "C0007134 C0007131\n", "C0007134 C0036220\n", "C0007134 C2239176\n", "C0007134 C0003962\n", "C0007134 C0007131\n", "C0007134 C0023480\n", "C0007134 C0238198\n", "C0007134 C1621958\n", "C0007134 C1261473\n", "C0007134 C0206682\n", "C0007134 C0238463\n", "No se puede calcular\n", "C0007134 C1621958\n", "C0020538 C0003962\n", "C0020538 C0013604\n", "C0020538 C0020428\n", "C0024623 C0007102\n", "C0024623 C0007129\n", "C0024623 C0007131\n", "C0024623 C0007134\n", "C0024623 C0007137\n", "C0024623 C0011991\n", "C0024623 C0022602\n", "C0024623 C0030193\n", "C0024623 C0206754\n", "C0007134 C0007102\n", "C0007134 C0007129\n", "C0007134 C0007131\n", "C0007134 C0007137\n", "C0007134 C0011991\n", "C0007134 C0022602\n", "C0007134 C0024623\n", "C0007134 C0030193\n", "C0007134 C0206754\n", "C0024623 C0007129\n", "C0024623 C0007131\n", "C0024623 C0030193\n", "C0030567 C0027819\n", "C0030567 C0036341\n", "C0036341 C0027819\n", "C0036341 C0030567\n", "C0014544 C0011644\n", "C0014544 C0014553\n", "C0014544 C0025202\n", "C0014544 C0027796\n", "C0014544 C0027819\n", "C0014544 C0036341\n", "C0014544 C0497327\n", "C0027819 C0011644\n", "C0027819 C0014544\n", "C0027819 C0014553\n", "C0027819 C0025202\n", "C0027819 C0027796\n", "C0027819 C0036341\n", "C0027819 C0497327\n", "C0036341 C0011644\n", "C0036341 C0014544\n", "C0036341 C0014553\n", "C0036341 C0025202\n", "C0036341 C0027796\n", "C0036341 C0027819\n", "C0036341 C0497327\n", "C0035579 C0004096\n", "C0035579 C0009324\n", "C0035579 C0010346\n", "C0035579 C0011849\n", "C0035579 C0020598\n", "C0035579 C0020626\n", "C0035579 C0024141\n", "C0035579 C0026769\n", "C0035579 C0028754\n", "C0035579 C0029456\n", "C0035579 C0029458\n", "C0035579 C0036337\n", "C0035579 C0036341\n", "C0035579 C0042870\n", "C0011849 C0004096\n", "C0011849 C0009324\n", "C0011849 C0010346\n", "C0011849 C0020598\n", "C0011849 C0020626\n", "C0011849 C0024141\n", "C0011849 C0026769\n", "C0011849 C0028754\n", "C0011849 C0029456\n", "C0011849 C0029458\n", "C0011849 C0035579\n", "C0011849 C0036337\n", "C0011849 C0036341\n", "C0011849 C0042870\n", "C0026769 C0004096\n", "C0026769 C0009324\n", "C0026769 C0010346\n", "C0026769 C0011849\n", "C0026769 C0020598\n", "C0026769 C0020626\n", "C0026769 C0024141\n", "C0026769 C0028754\n", "C0026769 C0029456\n", "C0026769 C0029458\n", "C0026769 C0035579\n", "C0026769 C0036337\n", "C0026769 C0036341\n", "C0026769 C0042870\n", "C0028754 C0004096\n", "C0028754 C0009324\n", "C0028754 C0010346\n", "C0028754 C0011849\n", "C0028754 C0020598\n", "C0028754 C0020626\n", "C0028754 C0024141\n", "C0028754 C0026769\n", "C0028754 C0029456\n", "C0028754 C0029458\n", "C0028754 C0035579\n", "C0028754 C0036337\n", "C0028754 C0036341\n", "C0028754 C0042870\n", "C0036341 C0004096\n", "C0036341 C0009324\n", "C0036341 C0010346\n", "C0036341 C0011849\n", "C0036341 C0020598\n", "C0036341 C0020626\n", "C0036341 C0024141\n", "C0036341 C0026769\n", "C0036341 C0028754\n", "C0036341 C0029456\n", "C0036341 C0029458\n", "C0036341 C0035579\n", "C0036341 C0036337\n", "C0036341 C0042870\n", "C0035579 C0020598\n", "C0035579 C0035086\n", "C0035579 C0085682\n", "C0035579 C0020598\n", "C0035579 C0020626\n", "C0035579 C0029456\n", "C0035579 C0029458\n", "C0035579 C0042870\n", "C0035579 C3536984\n", "C0035579 C0020598\n", "C0035579 C0020626\n", "C0035579 C0039621\n", "No se puede calcular\n", "C0035579 C0085682\n", "C0035579 C0020598\n", "C0035579 C0020626\n", "C0035579 C0035086\n", "C0035579 C0042870\n", "C0035579 C0085682\n", "C0035579 C1527383\n", "C0020473 C0020443\n", "C0020473 C0020538\n", "C0020473 C0038454\n", "C0028754 C0011860\n", "C0028754 C0036337\n", "C0028754 C0036341\n", "C0028754 C0242339\n", "C0036341 C0011860\n", "C0036341 C0028754\n", "C0036341 C0036337\n", "C0036341 C0242339\n", "C0005586 C0002736\n", "C0005586 C0003873\n", "C0005586 C0011581\n", "C0005586 C0013390\n", "C0005586 C0015967\n", "C0005586 C0029408\n", "C0005586 C0030193\n", "C0005586 C0393735\n", "No se puede calcular\n", "C0005586 C1269683\n", "C0005586 C3495559\n", "C0028754 C0001973\n", "C0028754 C0028043\n", "C0028754 C0036341\n", "C0036341 C0001973\n", "C0036341 C0028043\n", "C0036341 C0028754\n", "C0020538 C0020473\n", "C0023434 C0003969\n", "C0023434 C0024419\n", "C0023434 C0334634\n", "C0020538 C0011881\n", "C0020538 C1263846\n", "C0020538 C0026769\n", "C0036341 C0014544\n", "C0036341 C0014547\n", "C0036341 C0014549\n", "C0036341 C0027819\n", "C0036341 C0038220\n", "C0036341 C0234974\n", "C0036341 C0494475\n", "C0036341 C0497327\n", "C0027819 C0014544\n", "C0027819 C0014547\n", "C0027819 C0014549\n", "C0027819 C0036341\n", "C0027819 C0038220\n", "C0027819 C0234974\n", "C0027819 C0494475\n", "C0027819 C0497327\n", "C0014544 C0014547\n", "C0014544 C0014549\n", "C0014544 C0027819\n", "C0014544 C0036341\n", "C0014544 C0038220\n", "C0014544 C0234974\n", "C0014544 C0494475\n", "C0014544 C0497327\n", "C0026769 C0003862\n", "C0026769 C0003873\n", "C0026769 C0004153\n", "C0026769 C0004604\n", "C0026769 C0009443\n", "C0026769 C0026764\n", "C0026769 C0027051\n", "C0026769 C0029408\n", "C0026769 C0030193\n", "C0026769 C0032463\n", "C0026769 C0040460\n", "C0026769 C0149931\n", "C0026769 C0393735\n", "No se puede calcular\n", "C0026769 C0948089\n", "C0003873 C0002874\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "C0003873 C0013238\n", "C0003873 C0022575\n", "C0003873 C0026764\n", "C0003873 C0027819\n", "C0003873 C0033860\n", "C0003873 C0524910\n", "C0026769 C0001144\n", "C0026769 C0001261\n", "C0026769 C0003175\n", "C0026769 C0006277\n", "C0026769 C0006309\n", "C0026769 C0010674\n", "C0026769 C0011581\n", "C0026769 C0018081\n", "C0026769 C0023860\n", "C0026769 C0031099\n", "C0026769 C0031350\n", "C0026769 C0032064\n", "C0026769 C0032285\n", "C0026769 C0034362\n", "C0026769 C0035854\n", "C0026769 C0037199\n", "C0026769 C0039128\n", "C0026769 C0042029\n", "C0010674 C0001144\n", "C0010674 C0001261\n", "C0010674 C0003175\n", "C0010674 C0006277\n", "C0010674 C0006309\n", "C0010674 C0011581\n", "C0010674 C0018081\n", "C0010674 C0023860\n", "C0010674 C0026769\n", "C0010674 C0031099\n", "C0010674 C0031350\n", "C0010674 C0032064\n", "C0010674 C0032285\n", "C0010674 C0034362\n", "C0010674 C0035854\n", "C0010674 C0037199\n", "C0010674 C0039128\n", "C0010674 C0042029\n", "C0024623 C0007131\n", "C0024623 C0007137\n", "C0024623 C0011991\n", "C0024623 C0023269\n", "C0024623 C0030193\n", "C0024623 C0278996\n", "C0024623 C0376358\n", "C0024623 C0678222\n", "C0376358 C0007131\n", "C0376358 C0007137\n", "C0376358 C0011991\n", "C0376358 C0023269\n", "C0376358 C0024623\n", "C0376358 C0030193\n", "C0376358 C0278996\n", "C0376358 C0678222\n", "C0027819 C0006413\n", "C0027819 C0019829\n", "C0027819 C0023269\n", "C0027819 C0023467\n", "C0027819 C0024301\n", "C0027819 C0024305\n", "C0027819 C0024419\n", "C0027819 C0026764\n", "C0027819 C0027708\n", "C0027819 C0035412\n", "C0027819 C0036220\n", "C0027819 C0079744\n", "C0027819 C0079774\n", "C0027819 C0149925\n", "C0027819 C0242379\n", "C0027819 C0553580\n", "C0027819 C0678222\n", "C0027819 C1140680\n", "C1140680 C0006413\n", "C1140680 C0019829\n", "C1140680 C0023269\n", "C1140680 C0023467\n", "C1140680 C0024301\n", "C1140680 C0024305\n", "C1140680 C0024419\n", "C1140680 C0026764\n", "C1140680 C0027708\n", "C1140680 C0027819\n", "C1140680 C0035412\n", "C1140680 C0036220\n", "C1140680 C0079744\n", "C1140680 C0079774\n", "C1140680 C0149925\n", "C1140680 C0242379\n", "C1140680 C0553580\n", "C1140680 C0678222\n", "C0027819 C0002874\n", "C0027819 C0006413\n", "C0027819 C0007131\n", "C0027819 C0024305\n", "C0027819 C0026764\n", "C0027819 C0035335\n", "C0027819 C0035412\n", "C0027819 C0079774\n", "C0027819 C0149925\n", "C0027819 C0153594\n", "C0027819 C0334634\n", "C0027819 C0553580\n", "C0027819 C0002395\n", "C0027819 C0004096\n", "C0027819 C0004626\n", "C0027819 C0014347\n", "No se puede calcular\n", "C0027819 C0029443\n", "C0027819 C0031154\n", "C0027819 C0032308\n", "No se puede calcular\n", "C0027819 C0152936\n", "C0027819 C0155862\n", "C0027819 C0243001\n", "No se puede calcular\n", "C0027819 C0524688\n", "C0027819 C0554628\n", "No se puede calcular\n", "C0027819 C1318973\n", "C0011849 C0004096\n", "C0011849 C0002962\n", "C0011849 C0002963\n", "C0011849 C0003850\n", "C0011849 C0004096\n", "C0011849 C0004238\n", "C0011849 C0020443\n", "C0011849 C0020473\n", "C0011849 C0020474\n", "C0011849 C0020479\n", "C0011849 C0020557\n", "C0011849 C0027726\n", "C0011849 C0033860\n", "C0011849 C0038454\n", "C0011849 C0242339\n", "C0011849 C0520679\n", "C0011849 C0948089\n", "C0011849 C0002395\n", "C0011849 C0003850\n", "C0011849 C0004153\n", "C0011849 C0005586\n", "C0011849 C0010674\n", "C0011849 C0020443\n", "C0011849 C0020473\n", "C0011849 C0020474\n", "C0011849 C0020479\n", "C0011849 C0020557\n", "C0011849 C0027051\n", "C0011849 C0032285\n", "C0011849 C0038454\n", "C0011849 C0242339\n", "C0011849 C0473527\n", "No se puede calcular\n", "C0011849 C0751967\n", "C0004153 C0002395\n", "C0004153 C0003850\n", "C0004153 C0005586\n", "C0004153 C0010674\n", "C0004153 C0011849\n", "C0004153 C0020443\n", "C0004153 C0020473\n", "C0004153 C0020474\n", "C0004153 C0020479\n", "C0004153 C0020557\n", "C0004153 C0027051\n", "C0004153 C0032285\n", "C0004153 C0038454\n", "C0004153 C0242339\n", "C0004153 C0473527\n", "No se puede calcular\n", "C0004153 C0751967\n", "C0002395 C0003850\n", "C0002395 C0004153\n", "C0002395 C0005586\n", "C0002395 C0010674\n", "C0002395 C0011849\n", "C0002395 C0020443\n", "C0002395 C0020473\n", "C0002395 C0020474\n", "C0002395 C0020479\n", "C0002395 C0020557\n", "C0002395 C0027051\n", "C0002395 C0032285\n", "C0002395 C0038454\n", "C0002395 C0242339\n", "C0002395 C0473527\n", "No se puede calcular\n", "C0002395 C0751967\n", "C0003125 C0001144\n", "C0003125 C0013390\n", "C0003125 C0014175\n", "C0003125 C0029456\n", "C0003125 C0029458\n", "C0003125 C0162836\n", "C0003125 C0221074\n", "C0003125 C0600142\n", "C0003125 C0001144\n", "C0003125 C0029458\n", "C0003125 C0162836\n", "C0003125 C0600142\n", "C0036341 C0030193\n", "C0036341 C0032768\n", "C0036341 C0035258\n", "C0036341 C0150055\n", "C0036341 C0497327\n", "C0011849 C0004604\n", "C0011849 C0019360\n", "C0011849 C0027796\n", "C0011849 C0030193\n", "C0011849 C0032768\n", "C0004153 C0001144\n", "C0004153 C0020473\n", "C0004153 C0027051\n", "C0004153 C0027819\n", "C0004153 C0028754\n", "C0004153 C0030783\n", "C0004153 C0035412\n", "C0004153 C0038454\n", "C0004153 C0242339\n", "C0028754 C0001144\n", "C0028754 C0004153\n", "C0028754 C0020473\n", "C0028754 C0027051\n", "C0028754 C0027819\n", "C0028754 C0030783\n", "C0028754 C0035412\n", "C0028754 C0038454\n", "C0028754 C0242339\n", "C0027819 C0001144\n", "C0027819 C0004153\n", "C0027819 C0020473\n", "C0027819 C0027051\n", "C0027819 C0028754\n", "C0027819 C0030783\n", "C0027819 C0035412\n", "C0027819 C0038454\n", "C0027819 C0242339\n", "C0028754 C0004153\n", "C0028754 C0020443\n", "C0028754 C0020473\n", "C0028754 C0020474\n", "C0028754 C0020557\n", "C0028754 C0027051\n", "C0028754 C0038454\n", "C0028754 C0242339\n", "C0007134 C0007131\n", "C0007134 C0007137\n", "C0007134 C0023467\n", "C0007134 C0023480\n", "C0007134 C0026764\n", "C0007134 C0030193\n", "C0007134 C0023467\n", "C0007134 C0023480\n", "C0002395 C0026769\n", "C0002395 C0036337\n", "C0002395 C0036341\n", "C0002395 C0497327\n", "C0007134 C0007131\n", "C0030567 C0002395\n", "C0030567 C0026769\n", "C0030567 C0036341\n", "C0030567 C0497327\n", "C0026769 C0002395\n", "C0026769 C0030567\n", "C0026769 C0036341\n", "C0026769 C0497327\n", "C0036341 C0002395\n", "C0036341 C0036337\n", "C0036341 C0038436\n", "C0036341 C0497327\n", "C0002395 C0036337\n", "C0002395 C0036341\n", "C0002395 C0038436\n", "C0002395 C0497327\n", "C0036341 C0002395\n", "C0036341 C0497327\n", "C0002395 C0036341\n", "C0002395 C0497327\n", "C0025202 C0011644\n", "C0025202 C0014544\n", "C0025202 C0014553\n", "C0025202 C0027796\n", "C0025202 C0027819\n", "C0025202 C0036341\n", "C0025202 C0497327\n", "C0025202 C0003850\n", "C0025202 C0003873\n", "C0025202 C0020443\n", "C0025202 C0020473\n", "C0025202 C0020474\n", "C0025202 C0020557\n", "C0025202 C0473527\n", "No se puede calcular\n", "C0036341 C0007131\n", "C0036341 C0023269\n", "C0036341 C0026764\n", "C0036341 C0079773\n", "C0036341 C0079774\n", "C0036341 C0334634\n", "C0036341 C1621958\n", "C0036341 C0026769\n", "C0036341 C0026838\n", "C0036341 C0027497\n", "C0036341 C0042963\n", "C0036341 C0150055\n", "C0028754 C0001973\n", "C0028754 C0014544\n", "C0028754 C0014549\n", "C0028754 C0020473\n", "C0028754 C0020557\n", "C0028754 C0030567\n", "C0028754 C0032897\n", "C0028754 C0036341\n", "C0028754 C0149931\n", "C0028754 C0234974\n", "C0028754 C0497327\n", "C0036341 C0030567\n", "C0036341 C0497327\n", "C0036341 C0917801\n", "C0014544 C0001973\n", "C0014544 C0028768\n", "C0014544 C0036341\n", "C0014544 C0038220\n", "C0014544 C0234974\n", "C0014544 C0497327\n", "C0036341 C0001973\n", "C0036341 C0014544\n", "C0036341 C0028768\n", "C0036341 C0038220\n", "C0036341 C0234974\n", "C0036341 C0497327\n", "C0003873 C0003850\n", "C0003873 C0020443\n", "C0003873 C0020473\n", "C0003873 C0020474\n", "C0003873 C0020557\n", "C0003873 C0025202\n", "C0003873 C0473527\n", "No se puede calcular\n", "C0027819 C0007131\n", "C0027819 C0007134\n", "C0027819 C0007137\n", "C0027819 C0032463\n", "C0027819 C0033860\n", "C0027819 C0035412\n", "C0027819 C0553580\n", "C0027819 C1621958\n", "C0007134 C0007131\n", "C0007134 C0007137\n", "C0007134 C0027819\n", "C0007134 C0032463\n", "C0007134 C0033860\n", "C0007134 C0035412\n", "C0007134 C0553580\n", "C0007134 C1621958\n", "C0011849 C0004238\n", "C0011849 C0007131\n", "C0011849 C0007137\n", "C0011849 C0011860\n", "C0011849 C0242339\n", "C0011849 C2973725\n", "No se puede calcular\n", "C0028754 C0001627\n", "C0028754 C0002792\n", "C0028754 C0004096\n", "C0028754 C0006267\n", "C0028754 C0006277\n", "C0028754 C0013404\n", "C0028754 C0017612\n", "C0028754 C0018790\n", "C0028754 C0020649\n", "C0028754 C0030193\n", "C0028754 C0030201\n", "No se puede calcular\n", "C0028754 C0031099\n", "C0028754 C0034067\n", "C0028754 C0042510\n", "C0028754 C0043144\n", "No se puede calcular\n", "C0028754 C0007131\n", "C0028754 C0271623\n", "C0028754 C0002736\n", "C0028754 C0004096\n", "C0028754 C0011849\n", "C0028754 C0011860\n", "C0028754 C0014175\n", "C0028754 C0028043\n", "C0028754 C0524910\n", "C0002736 C0004096\n", "C0002736 C0011849\n", "C0002736 C0011860\n", "C0002736 C0014175\n", "C0002736 C0028043\n", "C0002736 C0028754\n", "C0002736 C0524910\n", "C0027819 C0002395\n", "C0027819 C0020538\n", "C0036341 C0011615\n", "C0036341 C0017168\n", "C0036341 C0018801\n", "C0036341 C0021603\n", "C0036341 C0022104\n", "C0036341 C0497327\n", "C0026769 C0026838\n", "C0026769 C0027497\n", "C0026769 C0036341\n", "C0026769 C0042963\n", "C0026769 C0150055\n", "C0036341 C0001973\n", "C0036341 C0005586\n", "C0036341 C0014544\n", "C0036341 C0036337\n", "C0005586 C0001973\n", "C0005586 C0014544\n", "C0005586 C0036337\n", "C0005586 C0036341\n", "C0036341 C0011581\n", "C0036341 C0497327\n", "C0011849 C0002395\n", "C0002395 C0011849\n", "C0011849 C0011860\n", "C0011849 C0028754\n", "C0011849 C0033860\n", "C0028754 C0011849\n", "C0028754 C0011860\n", "C0028754 C0033860\n", "C0036341 C0009443\n", "C0036341 C0010200\n", "C0036341 C0019345\n", "C0036341 C0026764\n", "C0036341 C0035455\n", "C0036341 C2607914\n", "C0026769 C0010417\n", "C0026769 C0018801\n", "C0026769 C0020635\n", "C0026769 C0022735\n", "C0026769 C0034012\n", "C0026769 C0271623\n", "C0026769 C0600142\n", "C0026769 C0948896\n", "C0025202 C0007137\n", "C0028754 C0020615\n", "C0036341 C0001973\n", "C0036341 C0028754\n", "C0036341 C0032797\n", "No se puede calcular\n", "C0028754 C0001973\n", "C0028754 C0032797\n", "No se puede calcular\n", "C0028754 C0036341\n", "C0036341 C0001973\n", "C0036341 C0497327\n", "C0028754 C0020538\n", "C0007134 C0007131\n", "C0007134 C0024305\n", "C0007134 C0024419\n", "C0007134 C0026764\n", "C0007134 C0030193\n", "C0007134 C0079774\n", "C0007134 C0334634\n", "C0028768 C0002726\n", "C0028768 C0006267\n", "C0028768 C0006277\n", "C0028768 C0038436\n", "C0028768 C0392164\n", "C0028768 C2267227\n", "C0028754 C0011854\n", "C0028754 C0011860\n", "C0014544 C0234974\n", "C0002395 C0017612\n", "C0003873 C0007131\n", "C0003873 C0007134\n", "C0003873 C0024138\n", "C0003873 C0024141\n", "C0003873 C0024535\n", "C0003873 C0024537\n", "C0003873 C0024138\n", "C0003873 C0024141\n", "C0003873 C0024530\n", "C0003873 C0024535\n", "C0003873 C0024537\n", "C0003873 C0026764\n", "C0020538 C0027051\n", "C0017205 C0220756\n", "C0030567 C1269683\n", "C0010308 C0018021\n", "C0010308 C0020473\n", "C0010308 C0020676\n", "C0010308 C0027145\n", "C0010308 C0677607\n", "C0010308 C0018021\n", "C0010308 C0020676\n", "C0010308 C0027145\n", "C0003873 C0009324\n", "C0003873 C0010346\n", "C0003873 C0024141\n", "C0023434 C0024301\n", "C0003873 C0409818\n", "C0003873 C2316212\n", "C0004153 C0004238\n", "C0004153 C0007780\n", "C0004153 C0019080\n", "C0004153 C0020542\n", "C0004153 C0026764\n", "C0004153 C0040038\n", "No se puede calcular\n", "C0004153 C0040053\n", "C0004153 C0149871\n", "C0004153 C0524702\n", "C0002395 C0011581\n", "C0002395 C0028043\n", "C0002395 C0011849\n", "C0002395 C0014175\n", "C0002395 C0024530\n", "C0002395 C0242339\n", "C0003873 C0007134\n", "C0003873 C0016412\n", "C0003873 C0033860\n", "C0003873 C0162316\n", "C0011849 C0011860\n", "C0026769 C0751964\n", "C0026769 C0751967\n", "C0036341 C0596170\n", "C0036341 C1263846\n", "C0036341 C1269683\n", "C0025202 C0026764\n", "C0003873 C0004238\n", "C0036341 C0085096\n", "C0036341 C0917798\n", "C0025202 C0033860\n", "C0010674 C0242350\n", "C0026769 C0751967\n" ] } ], "source": [ "df_jaccard_distance_target = []\n", "disease1_list = Triples_target_final[\"disease_id\"].to_list()\n", "disease2_list = Triples_target_final[\"disease_new\"].to_list()\n", "\n", "for disease1,disease2 in zip(disease1_list,disease2_list):\n", " print(disease1,disease2)\n", " try:\n", " value = value_jaccard(disease1,disease2)\n", " df_jaccard_distance_target.append(value) \n", " except:\n", " print(\"No se puede calcular\")\n", " df_jaccard_distance_target.append(\"Na\")\n", " " ] }, { "cell_type": "code", "execution_count": 64, "metadata": {}, "outputs": [], "source": [ "Triples_target_final[\"Jaccard_distance\"] = df_jaccard_distance_target" ] }, { "cell_type": "code", "execution_count": 65, "metadata": {}, "outputs": [], "source": [ "final_jacc_triples_tar = Triples_target_final[Triples_target_final[\"Jaccard_distance\"]!= \"Na\"]" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "final_jacc_triples_tar[\"Jaccard_similarity\"] = 1-final_jacc_triples_tar[\"Jaccard_distance\"]" ] }, { "cell_type": "code", "execution_count": 67, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "0.14911327992283466" ] }, "execution_count": 67, "metadata": {}, "output_type": "execute_result" } ], "source": [ "final_jacc_triples_tar[\"Jaccard_similarity\"].mean()" ] }, { "cell_type": "code", "execution_count": 157, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 157, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "final_jacc_triples_tar[\"Jaccard_similarity\"].hist(bins=100)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### DISNET SIMILARITY" ] }, { "cell_type": "code", "execution_count": 158, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "0.054319646663177096" ] }, "execution_count": 158, "metadata": {}, "output_type": "execute_result" } ], "source": [ "my_array_simi.mean()" ] }, { "cell_type": "code", "execution_count": 160, "metadata": {}, "outputs": [], "source": [ "df_simi_disnet = pd.DataFrame(my_array_simi)" ] }, { "cell_type": "code", "execution_count": 186, "metadata": {}, "outputs": [], "source": [ "df_simi_disnet[\"score\"] = df_simi_disnet" ] }, { "cell_type": "code", "execution_count": 183, "metadata": {}, "outputs": [], "source": [ "df_simi_disnet = df_simi_disnet.rename(columns={\"0\": \"score\"})" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# MATRIX" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [], "source": [ "def generate(disease_feature, diseases, features):\n", " \n", " \"\"\"Function that from a list of relationships disease-feature obtains the\n", " feature matrix, so that rows are diseases and columns are features.\n", " \"\"\"\n", " \n", " \n", " dis_feat_dict = { i : list() for i in diseases}\n", " \n", " disease_feature_array = disease_feature.to_numpy()\n", " \n", " for [disease, feature] in disease_feature_array:\n", " \n", " if not feature in dis_feat_dict[disease]:\n", " dis_feat_dict[disease].append(feature)\n", " \n", " bool_matr = [[0 for x in range(len(features))] for y in range(len(diseases))]\n", " \n", " count_dis = 0 \n", " for dis in diseases: \n", " count_feat = 0 \n", " for feat in features: \n", " if feat in dis_feat_dict[dis]: \n", " bool_matr[count_dis][count_feat] = 1 \n", " count_feat += 1 \n", " count_dis += 1\n", " \n", " feature_matrix = pd.DataFrame(bool_matr)\n", " return feature_matrix\n", "#------------------------------------------------------------------------------" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# STATISTICS" ] }, { "cell_type": "code", "execution_count": 69, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Ttest_indResult(statistic=-2.8622086453262656, pvalue=0.00423095377603685)" ] }, "execution_count": 69, "metadata": {}, "output_type": "execute_result" } ], "source": [ "stats.ttest_ind(final_jacc_triples_tar[\"Jaccard_similarity\"],final_jacc_triples[\"Jaccard_similarity\"])" ] }, { "cell_type": "code", "execution_count": 177, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "MannwhitneyuResult(statistic=170261.0, pvalue=0.005436883992004191)" ] }, "execution_count": 177, "metadata": {}, "output_type": "execute_result" } ], "source": [ "mannwhitneyu(final_jacc_triples_tar[\"Jaccard_similarity\"],final_jacc_triples[\"Jaccard_similarity\"])" ] }, { "cell_type": "code", "execution_count": 68, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "MannwhitneyuResult(statistic=157840.5, pvalue=4.036728165730348e-17)" ] }, "execution_count": 68, "metadata": {}, "output_type": "execute_result" } ], "source": [ "mannwhitneyu(final_jacc_triples_random[\"Jaccard_similarity\"],final_jacc_triples[\"Jaccard_similarity\"])" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.5" } }, "nbformat": 4, "nbformat_minor": 4 }