diff --git a/lab-list-comprehensions/your-code/.ipynb_checkpoints/main-checkpoint.ipynb b/lab-list-comprehensions/your-code/.ipynb_checkpoints/main-checkpoint.ipynb index 9860215..6bc0476 100644 --- a/lab-list-comprehensions/your-code/.ipynb_checkpoints/main-checkpoint.ipynb +++ b/lab-list-comprehensions/your-code/.ipynb_checkpoints/main-checkpoint.ipynb @@ -29,10 +29,77 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 2, "metadata": {}, - "outputs": [], - "source": [] + "outputs": [ + { + "data": { + "text/plain": [ + "[1,\n", + " 2,\n", + " 3,\n", + " 4,\n", + " 5,\n", + " 6,\n", + " 7,\n", + " 8,\n", + " 9,\n", + " 10,\n", + " 11,\n", + " 12,\n", + " 13,\n", + " 14,\n", + " 15,\n", + " 16,\n", + " 17,\n", + " 18,\n", + " 19,\n", + " 20,\n", + " 21,\n", + " 22,\n", + " 23,\n", + " 24,\n", + " 25,\n", + " 26,\n", + " 27,\n", + " 28,\n", + " 29,\n", + " 30,\n", + " 31,\n", + " 32,\n", + " 33,\n", + " 34,\n", + " 35,\n", + " 36,\n", + " 37,\n", + " 38,\n", + " 39,\n", + " 40,\n", + " 41,\n", + " 42,\n", + " 43,\n", + " 44,\n", + " 45,\n", + " 46,\n", + " 47,\n", + " 48,\n", + " 49,\n", + " 50]" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "lista = []\n", + "\n", + "for i in (range(1, 51)):\n", + " lista.append(i)\n", + " \n", + "lista" + ] }, { "cell_type": "markdown", @@ -43,10 +110,124 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 3, "metadata": {}, - "outputs": [], - "source": [] + "outputs": [ + { + "data": { + "text/plain": [ + "[2,\n", + " 4,\n", + " 6,\n", + " 8,\n", + " 10,\n", + " 12,\n", + " 14,\n", + " 16,\n", + " 18,\n", + " 20,\n", + " 22,\n", + " 24,\n", + " 26,\n", + " 28,\n", + " 30,\n", + " 32,\n", + " 34,\n", + " 36,\n", + " 38,\n", + " 40,\n", + " 42,\n", + " 44,\n", + " 46,\n", + " 48,\n", + " 50,\n", + " 52,\n", + " 54,\n", + " 56,\n", + " 58,\n", + " 60,\n", + " 62,\n", + " 64,\n", + " 66,\n", + " 68,\n", + " 70,\n", + " 72,\n", + " 74,\n", + " 76,\n", + " 78,\n", + " 80,\n", + " 82,\n", + " 84,\n", + " 86,\n", + " 88,\n", + " 90,\n", + " 92,\n", + " 94,\n", + " 96,\n", + " 98,\n", + " 100,\n", + " 102,\n", + " 104,\n", + " 106,\n", + " 108,\n", + " 110,\n", + " 112,\n", + " 114,\n", + " 116,\n", + " 118,\n", + " 120,\n", + " 122,\n", + " 124,\n", + " 126,\n", + " 128,\n", + " 130,\n", + " 132,\n", + " 134,\n", + " 136,\n", + " 138,\n", + " 140,\n", + " 142,\n", + " 144,\n", + " 146,\n", + " 148,\n", + " 150,\n", + " 152,\n", + " 154,\n", + " 156,\n", + " 158,\n", + " 160,\n", + " 162,\n", + " 164,\n", + " 166,\n", + " 168,\n", + " 170,\n", + " 172,\n", + " 174,\n", + " 176,\n", + " 178,\n", + " 180,\n", + " 182,\n", + " 184,\n", + " 186,\n", + " 188,\n", + " 190,\n", + " 192,\n", + " 194,\n", + " 196,\n", + " 198,\n", + " 200]" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "lista_2 = [i for i in range(2, 201) if i % 2 == 0]\n", + " \n", + "lista_2" + ] }, { "cell_type": "markdown", @@ -57,7 +238,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 4, "metadata": {}, "outputs": [], "source": [ @@ -75,10 +256,70 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 5, "metadata": {}, - "outputs": [], - "source": [] + "outputs": [ + { + "data": { + "text/plain": [ + "[0.84062117,\n", + " 0.48006452,\n", + " 0.7876326,\n", + " 0.77109654,\n", + " 0.44409793,\n", + " 0.09014516,\n", + " 0.81835917,\n", + " 0.87645456,\n", + " 0.7066597,\n", + " 0.09610873,\n", + " 0.41247947,\n", + " 0.57433389,\n", + " 0.29960807,\n", + " 0.42315023,\n", + " 0.34452557,\n", + " 0.4751035,\n", + " 0.17003563,\n", + " 0.46843998,\n", + " 0.92796258,\n", + " 0.69814654,\n", + " 0.41290051,\n", + " 0.19561071,\n", + " 0.16284783,\n", + " 0.97016248,\n", + " 0.71725408,\n", + " 0.87702738,\n", + " 0.31244595,\n", + " 0.76615487,\n", + " 0.20754036,\n", + " 0.57871812,\n", + " 0.07214068,\n", + " 0.40356048,\n", + " 0.12149553,\n", + " 0.53222417,\n", + " 0.9976855,\n", + " 0.12536346,\n", + " 0.80930099,\n", + " 0.50962849,\n", + " 0.94555126,\n", + " 0.33364763]" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Asi se itera sobre una lista dentro de una lista:\n", + "\n", + "lista_3 = []\n", + "\n", + "for i in a:\n", + " for j in i:\n", + " lista_3.append(j)\n", + " \n", + "lista_3" + ] }, { "cell_type": "markdown", @@ -89,10 +330,40 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 6, "metadata": {}, - "outputs": [], - "source": [] + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0.84062117\n", + "0.7876326\n", + "0.77109654\n", + "0.81835917\n", + "0.87645456\n", + "0.7066597\n", + "0.57433389\n", + "0.92796258\n", + "0.69814654\n", + "0.97016248\n", + "0.71725408\n", + "0.87702738\n", + "0.76615487\n", + "0.57871812\n", + "0.53222417\n", + "0.9976855\n", + "0.80930099\n", + "0.50962849\n", + "0.94555126\n" + ] + } + ], + "source": [ + "for i in lista_3:\n", + " if i >= 0.5:\n", + " print(i)" + ] }, { "cell_type": "markdown", @@ -103,7 +374,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 7, "metadata": {}, "outputs": [], "source": [ @@ -125,10 +396,27 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 8, "metadata": {}, - "outputs": [], - "source": [] + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[0.55867166, 0.06210792, 0.08147297, 0.82579068, 0.91512478, 0.06833034, 0.05440634, 0.65857693, 0.30296619, 0.06769833, 0.96031863, 0.51293743, 0.09143215, 0.71893382, 0.45850679, 0.58256464, 0.59005654, 0.56266457, 0.71600294, 0.87392666, 0.11434044, 0.8694668, 0.65669313, 0.10708681, 0.07529684, 0.46470767, 0.47984544, 0.65368638, 0.14901286, 0.23760688]\n" + ] + } + ], + "source": [ + "lista_4 = []\n", + "\n", + "for i in b:\n", + " for j in i:\n", + " for k in j:\n", + " lista_4.append(k)\n", + " \n", + "print(lista_4)" + ] }, { "cell_type": "markdown", @@ -139,10 +427,38 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 9, "metadata": {}, - "outputs": [], - "source": [] + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0.06210792\n", + "0.08147297\n", + "0.06833034\n", + "0.05440634\n", + "0.30296619\n", + "0.06769833\n", + "0.09143215\n", + "0.45850679\n", + "0.11434044\n", + "0.10708681\n", + "0.07529684\n", + "0.46470767\n", + "0.47984544\n", + "0.14901286\n", + "0.23760688\n" + ] + } + ], + "source": [ + "for i in b:\n", + " for j in i:\n", + " for k in j:\n", + " if k <= 0.5:\n", + " print(k)" + ] }, { "cell_type": "markdown", @@ -153,10 +469,21 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 10, "metadata": {}, - "outputs": [], - "source": [] + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "['sample_file_0.csv', 'sample_file_1.csv', 'sample_file_2.csv', 'sample_file_3.csv', 'sample_file_4.csv', 'sample_file_5.csv', 'sample_file_6.csv', 'sample_file_7.csv', 'sample_file_8.csv', 'sample_file_9.csv']\n" + ] + } + ], + "source": [ + "csv_files = [i for i in os.listdir('../data') if i.endswith('.csv')]\n", + "print(csv_files)" + ] }, { "cell_type": "markdown", @@ -167,10 +494,73 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 11, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " 0 1 2 3 4 5 6 \\\n", + "0 0.734751 0.195362 0.734309 0.598184 0.763433 0.263434 0.868066 \n", + "1 0.772607 0.445391 0.249642 0.787922 0.598583 0.827238 0.624126 \n", + "2 0.226428 0.268764 0.694262 0.622335 0.063843 0.122683 0.815625 \n", + "3 0.362748 0.495430 0.113876 0.594149 0.612522 0.625204 0.864050 \n", + "4 0.033415 0.340433 0.464971 0.363737 0.025815 0.434129 0.415163 \n", + "0 0.276827 0.260054 0.942397 0.113187 0.781355 0.475740 0.152061 \n", + "1 0.995885 0.158381 0.244274 0.962163 0.651900 0.930665 0.577190 \n", + "2 0.641917 0.821055 0.392437 0.782617 0.510762 0.428320 0.017324 \n", + "3 0.806532 0.569258 0.148175 0.809987 0.459632 0.735762 0.730664 \n", + "4 0.311185 0.501165 0.365979 0.782807 0.776795 0.797199 0.791946 \n", + "\n", + " 7 8 9 10 11 12 13 \\\n", + "0 0.058092 0.753502 0.587513 0.311608 0.178356 0.182922 0.147631 \n", + "1 0.601524 0.688753 0.338870 0.081595 0.471474 0.267443 0.453351 \n", + "2 0.584542 0.032594 0.589775 0.764350 0.650973 0.565705 0.691784 \n", + "3 0.260279 0.528873 0.168043 0.715929 0.677014 0.175735 0.632370 \n", + "4 0.892210 0.381701 0.415264 0.790801 0.696930 0.819751 0.944029 \n", + "0 0.250324 0.147078 0.162984 0.977025 0.509619 0.593212 0.911839 \n", + "1 0.087914 0.960261 0.580840 0.194616 0.661459 0.674085 0.049326 \n", + "2 0.680720 0.340412 0.462513 0.785776 0.251949 0.032847 0.995700 \n", + "3 0.934502 0.080322 0.763502 0.398504 0.027637 0.409665 0.942846 \n", + "4 0.847157 0.771811 0.233944 0.522344 0.053030 0.208551 0.824354 \n", + "\n", + " 14 15 16 17 18 19 \n", + "0 0.391188 0.816049 0.749068 0.293260 0.937828 0.880858 \n", + "1 0.800716 0.045749 0.683793 0.389789 0.016787 0.503695 \n", + "2 0.265223 0.739031 0.560394 0.334802 0.517694 0.646110 \n", + "3 0.926715 0.085675 0.120525 0.141746 0.771144 0.489660 \n", + "4 0.869965 0.041723 0.819140 0.676051 0.109349 0.872947 \n", + "0 0.257645 0.386457 0.696932 0.069162 0.952291 0.286542 \n", + "1 0.785803 0.315645 0.495355 0.232135 0.549324 0.572232 \n", + "2 0.816563 0.735692 0.435998 0.430411 0.531757 0.489528 \n", + "3 0.133256 0.157158 0.929446 0.402791 0.685976 0.246594 \n", + "4 0.588567 0.604341 0.232964 0.229109 0.022881 0.479022 \n" + ] + } + ], + "source": [ + "directorio_ruta = '../data/'\n", + "df_final = pd.DataFrame()\n", + "\n", + "for file in csv_files:\n", + " ruta = directorio_ruta + file\n", + " dataframe = pd.read_csv(ruta)\n", + " df_final = pd.concat([df_final, dataframe])\n", + "\n", + "print(df_final.head(10))" + ] + }, + { + "cell_type": "code", + "execution_count": 12, "metadata": {}, "outputs": [], - "source": [] + "source": [ + "df_final.to_csv('resultados.csv')" + ] }, { "cell_type": "markdown", @@ -181,10 +571,42 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] + "execution_count": 13, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "['1', '9', '12']\n" + ] + }, + { + "data": { + "text/plain": [ + "[0.4762788721830815, 0.471799856234705, 0.4591404223212532]" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "lista_columnas = df_final.columns.values\n", + "columnas_seleccionadas = []\n", + "valor_de_columnas = []\n", + "\n", + "for col in lista_columnas:\n", + " if df_final[col].mean() < 0.48:\n", + " columnas_seleccionadas.append(col)\n", + " valor_de_columnas.append(df_final[col].mean())\n", + " \n", + "print(columnas_seleccionadas)\n", + "valor_de_columnas" + ] }, { "cell_type": "markdown", @@ -195,10 +617,88 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 14, "metadata": {}, - "outputs": [], - "source": [] + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " 0 1 2 3 4 5 6 \\\n", + "0 0.734751 0.195362 0.734309 0.598184 0.763433 0.263434 0.868066 \n", + "1 0.772607 0.445391 0.249642 0.787922 0.598583 0.827238 0.624126 \n", + "2 0.226428 0.268764 0.694262 0.622335 0.063843 0.122683 0.815625 \n", + "3 0.362748 0.495430 0.113876 0.594149 0.612522 0.625204 0.864050 \n", + "4 0.033415 0.340433 0.464971 0.363737 0.025815 0.434129 0.415163 \n", + "0 0.276827 0.260054 0.942397 0.113187 0.781355 0.475740 0.152061 \n", + "1 0.995885 0.158381 0.244274 0.962163 0.651900 0.930665 0.577190 \n", + "2 0.641917 0.821055 0.392437 0.782617 0.510762 0.428320 0.017324 \n", + "3 0.806532 0.569258 0.148175 0.809987 0.459632 0.735762 0.730664 \n", + "4 0.311185 0.501165 0.365979 0.782807 0.776795 0.797199 0.791946 \n", + "0 0.948664 0.215285 0.918270 0.599951 0.755120 0.971609 0.103190 \n", + "1 0.163236 0.803926 0.916655 0.775234 0.644890 0.701362 0.910208 \n", + "2 0.934136 0.031410 0.954057 0.853387 0.642160 0.681184 0.317198 \n", + "3 0.757038 0.918964 0.475459 0.837686 0.149645 0.819032 0.611996 \n", + "4 0.263455 0.816283 0.336707 0.587997 0.285871 0.619942 0.018027 \n", + "0 0.376101 0.896590 0.500995 0.381416 0.447730 0.048472 0.094235 \n", + "1 0.498192 0.565500 0.152394 0.284232 0.557042 0.417095 0.663465 \n", + "2 0.635284 0.247512 0.179986 0.468231 0.911799 0.764209 0.941413 \n", + "3 0.647497 0.072412 0.681403 0.977189 0.690953 0.829347 0.236915 \n", + "4 0.170792 0.586900 0.029834 0.921923 0.090727 0.592746 0.972429 \n", + "\n", + " 7 8 9 ... 11 12 13 14 \\\n", + "0 0.058092 0.753502 0.587513 ... 0.178356 0.182922 0.147631 0.391188 \n", + "1 0.601524 0.688753 0.338870 ... 0.471474 0.267443 0.453351 0.800716 \n", + "2 0.584542 0.032594 0.589775 ... 0.650973 0.565705 0.691784 0.265223 \n", + "3 0.260279 0.528873 0.168043 ... 0.677014 0.175735 0.632370 0.926715 \n", + "4 0.892210 0.381701 0.415264 ... 0.696930 0.819751 0.944029 0.869965 \n", + "0 0.250324 0.147078 0.162984 ... 0.509619 0.593212 0.911839 0.257645 \n", + "1 0.087914 0.960261 0.580840 ... 0.661459 0.674085 0.049326 0.785803 \n", + "2 0.680720 0.340412 0.462513 ... 0.251949 0.032847 0.995700 0.816563 \n", + "3 0.934502 0.080322 0.763502 ... 0.027637 0.409665 0.942846 0.133256 \n", + "4 0.847157 0.771811 0.233944 ... 0.053030 0.208551 0.824354 0.588567 \n", + "0 0.194754 0.932388 0.591727 ... 0.607355 0.177649 0.435968 0.202404 \n", + "1 0.871204 0.321745 0.586035 ... 0.240060 0.915342 0.205310 0.489504 \n", + "2 0.875259 0.538416 0.867511 ... 0.215624 0.552062 0.498378 0.739656 \n", + "3 0.644348 0.938444 0.410444 ... 0.499231 0.856437 0.054619 0.326310 \n", + "4 0.548845 0.121471 0.194299 ... 0.848866 0.531840 0.663384 0.084884 \n", + "0 0.986890 0.582352 0.037230 ... 0.766153 0.153783 0.199140 0.330318 \n", + "1 0.158188 0.039182 0.543442 ... 0.993481 0.580359 0.765757 0.931264 \n", + "2 0.808370 0.578024 0.181267 ... 0.924226 0.070744 0.704575 0.948127 \n", + "3 0.406938 0.898234 0.513575 ... 0.790312 0.082292 0.850821 0.088025 \n", + "4 0.774760 0.293800 0.956949 ... 0.525562 0.454788 0.848812 0.095214 \n", + "\n", + " 15 16 17 18 19 20 \n", + "0 0.816049 0.749068 0.293260 0.937828 0.880858 0.780858 \n", + "1 0.045749 0.683793 0.389789 0.016787 0.503695 0.403695 \n", + "2 0.739031 0.560394 0.334802 0.517694 0.646110 0.546110 \n", + "3 0.085675 0.120525 0.141746 0.771144 0.489660 0.389660 \n", + "4 0.041723 0.819140 0.676051 0.109349 0.872947 0.772947 \n", + "0 0.386457 0.696932 0.069162 0.952291 0.286542 0.186542 \n", + "1 0.315645 0.495355 0.232135 0.549324 0.572232 0.472232 \n", + "2 0.735692 0.435998 0.430411 0.531757 0.489528 0.389528 \n", + "3 0.157158 0.929446 0.402791 0.685976 0.246594 0.146594 \n", + "4 0.604341 0.232964 0.229109 0.022881 0.479022 0.379022 \n", + "0 0.979777 0.095713 0.159040 0.651457 0.803393 0.703393 \n", + "1 0.848926 0.304342 0.358977 0.841539 0.964889 0.864889 \n", + "2 0.307914 0.233996 0.602166 0.244210 0.313071 0.213071 \n", + "3 0.461825 0.954783 0.361873 0.145952 0.873029 0.773029 \n", + "4 0.120312 0.463214 0.437889 0.542376 0.668447 0.568447 \n", + "0 0.969657 0.110998 0.033474 0.117277 0.213938 0.113938 \n", + "1 0.336841 0.271230 0.509798 0.877048 0.310951 0.210951 \n", + "2 0.971452 0.360861 0.074394 0.386949 0.396453 0.296453 \n", + "3 0.289218 0.822775 0.515933 0.962827 0.026952 -0.073048 \n", + "4 0.415311 0.026496 0.513342 0.830389 0.931145 0.831145 \n", + "\n", + "[20 rows x 21 columns]\n" + ] + } + ], + "source": [ + "df_final['20'] = df_final['19'] - 0.1\n", + "\n", + "print(df_final.head(20))" + ] }, { "cell_type": "markdown", @@ -209,15 +709,98 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 15, "metadata": {}, - "outputs": [], - "source": [] + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[0.7347510852128797, 0.195361547414176, 0.7343092314001137, 0.598184150790113, 0.7634334207035142, 0.2634337923231616, 0.8680663549990865, 0.0580924999787341, 0.7535023641545986, 0.5875129985121497, 0.3116082818842752, 0.1783555360135744, 0.1829221258425868, 0.1476309867776287, 0.3911878574797934, 0.8160493911980281, 0.7490680818183477, 0.293260381728848, 0.93782845947314, 0.8808575048234396, 0.7808575048234396, 0.7726065618884856, 0.4453906870631333, 0.2496415861241576, 0.7879222598307901, 0.598582600039443, 0.8272382506031565, 0.6241257222313511, 0.6015241437645209, 0.688753283794671, 0.3388704020836932, 0.0815953784187122, 0.471474408740446, 0.267442803433069, 0.4533509343729099, 0.8007161479739965, 0.0457491284677986, 0.6837931288231841, 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0.6494513556767282, 0.9021571279934334, 0.0341877154152483, 0.8409380093100868, 0.0985355442955154, 0.9578236531102852, 0.5662086134036904, 0.6559471270123545, 0.592732903965344, 0.0025964850155943, -0.0974035149844057, 0.4454779890984328, 0.5235219838380204, 0.9593545317726128, 0.3482917894141928, 0.7618047467529835, 0.301391371282636, 0.71223975981198, 0.9454621278249584, 0.1392414014424994, 0.1054774622688565, 0.8895011009135932, 0.1608280997023663, 0.4007741350100897, 0.770295435131635, 0.8446554617758595, 0.772797510172747, 0.5842618936374062, 0.8073996779008903, 0.1774185505055739, 0.9260066079467686, 0.8260066079467686, 0.2913993823361779, 0.5512484163899786, 0.7365416322783028, 0.1635621746963592, 0.4511494964284184, 0.8889377387462668, 0.9684654942198184, 0.3960898356473824, 0.6816788991959069, 0.3905416312202692, 0.0303944840167295, 0.9440772327200532, 0.3661386750024317, 0.0781878095428947, 0.1754815549555951, 0.2324892759443813, 0.8069639236247445, 0.9045926452518674, 0.8036286169027608, 0.7928514808864792, 0.6928514808864792, 0.1324527039921695, 0.1066349594997524, 0.6735675633876866, 0.5072534129905926, 0.1629245316833943, 0.1300424667491383, 0.9803877212263026, 0.6231665758220963, 0.074065833897945, 0.1115572656248453, 0.8646641441272116, 0.0936372944187385, 0.4469743180481847, 0.0225245953295394, 0.7133690799930356, 0.7078738356977186, 0.5635060844268576, 0.9822559636900514, 0.5624984913986638, 0.9686807909262536, 0.8686807909262536, 0.3849382364427459, 0.7676037591340263, 0.8505283589030188, 0.6059976100901991, 0.8261716403125922, 0.6674877364156006, 0.14204546822335, 0.0869042220443333, 0.9123481445545524, 0.8921827161950341, 0.4263893359325204, 0.7765520162518851, 0.4294962441450437, 0.6020555292823164, 0.2837686733166693, 0.1667933915368608, 0.3168781783070922, 0.6883372532288056, 0.1695254133293398, 0.9661983776596004, 0.8661983776596004, 0.3186913995164535, 0.6757198089403135, 0.807188895572174, 0.7525175693305356, 0.531341787572004, 0.7032248108904495, 0.5982930176664764, 0.9215078483469727, 0.5633329183118083, 0.1842995334338665, 0.667624902438644, 0.2700166485331947, 0.573440068161408, 0.1636693040479688, 0.0328515742695213, 0.6893145013664166, 0.9736839804909522, 0.7196096371031628, 0.163670172823546, 0.7244863338885654, 0.6244863338885654, 0.5385929903821612, 0.2912405337145802, 0.4071874989475892, 0.6132603928999738, 0.8514243308071603, 0.962085889248278, 0.5905123854564924, 0.9807003100165752, 0.1590223487825856, 0.6842645206714918, 0.8986325771219401, 0.4701127260795845, 0.7565927719674911, 0.2824083148777907, 0.551369438187464, 0.7321533684342264, 0.4940995426214459, 0.792803388861299, 0.7944259173248532, 0.8376946446827493, 0.7376946446827494, 0.7132714209987683, 0.1562103888358015, 0.3927999359364178, 0.7023481768180954, 0.0094004312972938, 0.0303036294087513, 0.9600664601991564, 0.6889369631661186, 0.2602522027608192, 0.6346083542585651, 0.273775224989043, 0.2641446891245077, 0.6829412281576605, 0.9084985510834864, 0.4509498225029373, 0.2007607365909089, 0.9683240132606706, 0.2211654103439422, 0.8913815362537028, 0.3989143990111991, 0.2989143990111991, 0.215189894651581, 0.1553517464656685, 0.1608481428542788, 0.80773643707758, 0.3635874445883793, 0.8998323533564464, 0.1467537893234899, 0.0948022299596063, 0.7051334608870933, 0.8827620542316649, 0.7733197144915908, 0.687744657067835, 0.0167894996498092, 0.3407248120093077, 0.9841824171540198, 0.9854608748806004, 0.4120441072181904, 0.867894228815596, 0.11343219676251, 0.3498452703811699, 0.2498452703811699, 0.8955436373659004, 0.9551964568754536, 0.0899246520235572, 0.8275552972468996, 0.0890707436169413, 0.6428832821999507, 0.9960524391565686, 0.8790198844792824, 0.4218372047923616, 0.4121405049637943, 0.8585132170719993, 0.2170907797536237, 0.176157279818883, 0.551236441772265, 0.83437813647431, 0.419535348578738, 0.0414314386914523, 0.6022583243921639, 0.9846278416523276, 0.5168992952415895, 0.41689929524158953, 0.4137521344668659, 0.6930517942154925, 0.7897963029599847, 0.929163515820231, 0.5361906156597442, 0.4397687253990145, 0.7734736363278485, 0.9820737039870038, 0.8769548324923689, 0.6331539960424031, 0.2790049332695237, 0.4833170726722473, 0.9082883777050392, 0.7561716566060438, 0.4621304093706444, 0.2898918925415439, 0.1452330125560569, 0.0768194079915742, 0.7978360408802792, 0.1975916808022289, 0.09759168080222888, 0.7280006345208285, 0.3481559627286754, 0.9357868966513616, 0.8511625939208394, 0.4445725827302237, 0.7150799992177622, 0.988408251939565, 0.2103321650741659, 0.7321333453970806, 0.8923825308653724, 0.2168927123597626, 0.3675953230314592, 0.8462078521626053, 0.2401109528095171, 0.4718803871202847, 0.3997209906708714, 0.7581961610392675, 0.6655681591045988, 0.9315422182707142, 0.4481243789741467, 0.3481243789741467, 0.1349423943216896, 0.8759310591478083, 0.2735046572204879, 0.2075877901243256, 0.0806958090081129, 0.7173964318670598, 0.0339304657440798, 0.6468374249438947, 0.8887221433812952, 0.9227421284008488, 0.1765926909647575, 0.8613334765924818, 0.3894514684140024, 0.6952439380485245, 0.1299553055120459, 0.3641135350342354, 0.428224229854663, 0.3654416062489491, 0.8478184311696535, 0.5883190440844198, 0.48831904408441984]\n" + ] + } + ], + "source": [ + "value = [value for row in df_final.values for value in row]\n", + "print(value)" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0.7347510852128797\n", + "0.7343092314001137\n", + "0.7490680818183477\n", + "0.7390312927111312\n", + "0.7159290265157912\n", + "0.7356923324968598\n", + "0.7357618655811269\n", + "0.7306642125209889\n", + "0.7033930409580709\n", + "0.7013619954419494\n", + "0.7396561066717461\n", + "0.7045750112959754\n", + "0.7383982036983279\n", + "0.7178166705957928\n", + "0.7088042362916818\n", + "0.737444918174949\n", + "0.7264121114538001\n", + "0.7133695725698419\n", + "0.7476323136755818\n", + "0.726854508853197\n", + "0.7111584953876777\n", + "0.7008930873050235\n", + "0.7209375615129192\n", + "0.7303553716733908\n", + "0.7274869207330491\n", + "0.7025657075988269\n", + "0.7298115760258881\n", + "0.7294980584878026\n", + "0.7215147068185102\n", + "0.7130781095091867\n", + "0.7393833032570581\n", + "0.7258310816144985\n", + "0.7358941798147411\n", + "0.736029494090402\n", + "0.7085098152301276\n", + "0.7472962776291713\n", + "0.7329024831531535\n", + "0.7124169515124726\n", + "0.71223975981198\n", + "0.7365416322783028\n", + "0.7133690799930356\n", + "0.7078738356977186\n", + "0.7032248108904495\n", + "0.7196096371031628\n", + "0.7244863338885654\n", + "0.7321533684342264\n", + "0.7376946446827494\n", + "0.7132714209987683\n", + "0.7023481768180954\n", + "0.7051334608870933\n", + "0.7280006345208285\n", + "0.7150799992177622\n", + "0.7321333453970806\n", + "0.7173964318670598\n" + ] + } + ], + "source": [ + "for element in value:\n", + " if 0.7 <= element <= 0.75:\n", + " print(element)" + ] } ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, @@ -231,7 +814,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.7.7" + "version": "3.9.7" } }, "nbformat": 4, diff --git a/lab-list-comprehensions/your-code/Learning.ipynb b/lab-list-comprehensions/your-code/Learning.ipynb index a1be3df..e28049f 100644 --- a/lab-list-comprehensions/your-code/Learning.ipynb +++ b/lab-list-comprehensions/your-code/Learning.ipynb @@ -218,7 +218,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 7, "metadata": {}, "outputs": [], "source": [ @@ -245,7 +245,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 8, "metadata": {}, "outputs": [ { @@ -263,6 +263,15 @@ "print(selected_columns)" ] }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "\n" + ] + }, { "cell_type": "code", "execution_count": null, @@ -273,7 +282,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, @@ -287,7 +296,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.7.7" + "version": "3.9.7" } }, "nbformat": 4, diff --git a/lab-list-comprehensions/your-code/main.ipynb b/lab-list-comprehensions/your-code/main.ipynb index 9860215..6bc0476 100644 --- a/lab-list-comprehensions/your-code/main.ipynb +++ b/lab-list-comprehensions/your-code/main.ipynb @@ -29,10 +29,77 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 2, "metadata": {}, - "outputs": [], - "source": [] + "outputs": [ + { + "data": { + "text/plain": [ + "[1,\n", + " 2,\n", + " 3,\n", + " 4,\n", + " 5,\n", + " 6,\n", + " 7,\n", + " 8,\n", + " 9,\n", + " 10,\n", + " 11,\n", + " 12,\n", + " 13,\n", + " 14,\n", + " 15,\n", + " 16,\n", + " 17,\n", + " 18,\n", + " 19,\n", + " 20,\n", + " 21,\n", + " 22,\n", + " 23,\n", + " 24,\n", + " 25,\n", + " 26,\n", + " 27,\n", + " 28,\n", + " 29,\n", + " 30,\n", + " 31,\n", + " 32,\n", + " 33,\n", + " 34,\n", + " 35,\n", + " 36,\n", + " 37,\n", + " 38,\n", + " 39,\n", + " 40,\n", + " 41,\n", + " 42,\n", + " 43,\n", + " 44,\n", + " 45,\n", + " 46,\n", + " 47,\n", + " 48,\n", + " 49,\n", + " 50]" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "lista = []\n", + "\n", + "for i in (range(1, 51)):\n", + " lista.append(i)\n", + " \n", + "lista" + ] }, { "cell_type": "markdown", @@ -43,10 +110,124 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 3, "metadata": {}, - "outputs": [], - "source": [] + "outputs": [ + { + "data": { + "text/plain": [ + "[2,\n", + " 4,\n", + " 6,\n", + " 8,\n", + " 10,\n", + " 12,\n", + " 14,\n", + " 16,\n", + " 18,\n", + " 20,\n", + " 22,\n", + " 24,\n", + " 26,\n", + " 28,\n", + " 30,\n", + " 32,\n", + " 34,\n", + " 36,\n", + " 38,\n", + " 40,\n", + " 42,\n", + " 44,\n", + " 46,\n", + " 48,\n", + " 50,\n", + " 52,\n", + " 54,\n", + " 56,\n", + " 58,\n", + " 60,\n", + " 62,\n", + " 64,\n", + " 66,\n", + " 68,\n", + " 70,\n", + " 72,\n", + " 74,\n", + " 76,\n", + " 78,\n", + " 80,\n", + " 82,\n", + " 84,\n", + " 86,\n", + " 88,\n", + " 90,\n", + " 92,\n", + " 94,\n", + " 96,\n", + " 98,\n", + " 100,\n", + " 102,\n", + " 104,\n", + " 106,\n", + " 108,\n", + " 110,\n", + " 112,\n", + " 114,\n", + " 116,\n", + " 118,\n", + " 120,\n", + " 122,\n", + " 124,\n", + " 126,\n", + " 128,\n", + " 130,\n", + " 132,\n", + " 134,\n", + " 136,\n", + " 138,\n", + " 140,\n", + " 142,\n", + " 144,\n", + " 146,\n", + " 148,\n", + " 150,\n", + " 152,\n", + " 154,\n", + " 156,\n", + " 158,\n", + " 160,\n", + " 162,\n", + " 164,\n", + " 166,\n", + " 168,\n", + " 170,\n", + " 172,\n", + " 174,\n", + " 176,\n", + " 178,\n", + " 180,\n", + " 182,\n", + " 184,\n", + " 186,\n", + " 188,\n", + " 190,\n", + " 192,\n", + " 194,\n", + " 196,\n", + " 198,\n", + " 200]" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "lista_2 = [i for i in range(2, 201) if i % 2 == 0]\n", + " \n", + "lista_2" + ] }, { "cell_type": "markdown", @@ -57,7 +238,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 4, "metadata": {}, "outputs": [], "source": [ @@ -75,10 +256,70 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 5, "metadata": {}, - "outputs": [], - "source": [] + "outputs": [ + { + "data": { + "text/plain": [ + "[0.84062117,\n", + " 0.48006452,\n", + " 0.7876326,\n", + " 0.77109654,\n", + " 0.44409793,\n", + " 0.09014516,\n", + " 0.81835917,\n", + " 0.87645456,\n", + " 0.7066597,\n", + " 0.09610873,\n", + " 0.41247947,\n", + " 0.57433389,\n", + " 0.29960807,\n", + " 0.42315023,\n", + " 0.34452557,\n", + " 0.4751035,\n", + " 0.17003563,\n", + " 0.46843998,\n", + " 0.92796258,\n", + " 0.69814654,\n", + " 0.41290051,\n", + " 0.19561071,\n", + " 0.16284783,\n", + " 0.97016248,\n", + " 0.71725408,\n", + " 0.87702738,\n", + " 0.31244595,\n", + " 0.76615487,\n", + " 0.20754036,\n", + " 0.57871812,\n", + " 0.07214068,\n", + " 0.40356048,\n", + " 0.12149553,\n", + " 0.53222417,\n", + " 0.9976855,\n", + " 0.12536346,\n", + " 0.80930099,\n", + " 0.50962849,\n", + " 0.94555126,\n", + " 0.33364763]" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Asi se itera sobre una lista dentro de una lista:\n", + "\n", + "lista_3 = []\n", + "\n", + "for i in a:\n", + " for j in i:\n", + " lista_3.append(j)\n", + " \n", + "lista_3" + ] }, { "cell_type": "markdown", @@ -89,10 +330,40 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 6, "metadata": {}, - "outputs": [], - "source": [] + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0.84062117\n", + "0.7876326\n", + "0.77109654\n", + "0.81835917\n", + "0.87645456\n", + "0.7066597\n", + "0.57433389\n", + "0.92796258\n", + "0.69814654\n", + "0.97016248\n", + "0.71725408\n", + "0.87702738\n", + "0.76615487\n", + "0.57871812\n", + "0.53222417\n", + "0.9976855\n", + "0.80930099\n", + "0.50962849\n", + "0.94555126\n" + ] + } + ], + "source": [ + "for i in lista_3:\n", + " if i >= 0.5:\n", + " print(i)" + ] }, { "cell_type": "markdown", @@ -103,7 +374,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 7, "metadata": {}, "outputs": [], "source": [ @@ -125,10 +396,27 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 8, "metadata": {}, - "outputs": [], - "source": [] + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[0.55867166, 0.06210792, 0.08147297, 0.82579068, 0.91512478, 0.06833034, 0.05440634, 0.65857693, 0.30296619, 0.06769833, 0.96031863, 0.51293743, 0.09143215, 0.71893382, 0.45850679, 0.58256464, 0.59005654, 0.56266457, 0.71600294, 0.87392666, 0.11434044, 0.8694668, 0.65669313, 0.10708681, 0.07529684, 0.46470767, 0.47984544, 0.65368638, 0.14901286, 0.23760688]\n" + ] + } + ], + "source": [ + "lista_4 = []\n", + "\n", + "for i in b:\n", + " for j in i:\n", + " for k in j:\n", + " lista_4.append(k)\n", + " \n", + "print(lista_4)" + ] }, { "cell_type": "markdown", @@ -139,10 +427,38 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 9, "metadata": {}, - "outputs": [], - "source": [] + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0.06210792\n", + "0.08147297\n", + "0.06833034\n", + "0.05440634\n", + "0.30296619\n", + "0.06769833\n", + "0.09143215\n", + "0.45850679\n", + "0.11434044\n", + "0.10708681\n", + "0.07529684\n", + "0.46470767\n", + "0.47984544\n", + "0.14901286\n", + "0.23760688\n" + ] + } + ], + "source": [ + "for i in b:\n", + " for j in i:\n", + " for k in j:\n", + " if k <= 0.5:\n", + " print(k)" + ] }, { "cell_type": "markdown", @@ -153,10 +469,21 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 10, "metadata": {}, - "outputs": [], - "source": [] + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "['sample_file_0.csv', 'sample_file_1.csv', 'sample_file_2.csv', 'sample_file_3.csv', 'sample_file_4.csv', 'sample_file_5.csv', 'sample_file_6.csv', 'sample_file_7.csv', 'sample_file_8.csv', 'sample_file_9.csv']\n" + ] + } + ], + "source": [ + "csv_files = [i for i in os.listdir('../data') if i.endswith('.csv')]\n", + "print(csv_files)" + ] }, { "cell_type": "markdown", @@ -167,10 +494,73 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 11, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " 0 1 2 3 4 5 6 \\\n", + "0 0.734751 0.195362 0.734309 0.598184 0.763433 0.263434 0.868066 \n", + "1 0.772607 0.445391 0.249642 0.787922 0.598583 0.827238 0.624126 \n", + "2 0.226428 0.268764 0.694262 0.622335 0.063843 0.122683 0.815625 \n", + "3 0.362748 0.495430 0.113876 0.594149 0.612522 0.625204 0.864050 \n", + "4 0.033415 0.340433 0.464971 0.363737 0.025815 0.434129 0.415163 \n", + "0 0.276827 0.260054 0.942397 0.113187 0.781355 0.475740 0.152061 \n", + "1 0.995885 0.158381 0.244274 0.962163 0.651900 0.930665 0.577190 \n", + "2 0.641917 0.821055 0.392437 0.782617 0.510762 0.428320 0.017324 \n", + "3 0.806532 0.569258 0.148175 0.809987 0.459632 0.735762 0.730664 \n", + "4 0.311185 0.501165 0.365979 0.782807 0.776795 0.797199 0.791946 \n", + "\n", + " 7 8 9 10 11 12 13 \\\n", + "0 0.058092 0.753502 0.587513 0.311608 0.178356 0.182922 0.147631 \n", + "1 0.601524 0.688753 0.338870 0.081595 0.471474 0.267443 0.453351 \n", + "2 0.584542 0.032594 0.589775 0.764350 0.650973 0.565705 0.691784 \n", + "3 0.260279 0.528873 0.168043 0.715929 0.677014 0.175735 0.632370 \n", + "4 0.892210 0.381701 0.415264 0.790801 0.696930 0.819751 0.944029 \n", + "0 0.250324 0.147078 0.162984 0.977025 0.509619 0.593212 0.911839 \n", + "1 0.087914 0.960261 0.580840 0.194616 0.661459 0.674085 0.049326 \n", + "2 0.680720 0.340412 0.462513 0.785776 0.251949 0.032847 0.995700 \n", + "3 0.934502 0.080322 0.763502 0.398504 0.027637 0.409665 0.942846 \n", + "4 0.847157 0.771811 0.233944 0.522344 0.053030 0.208551 0.824354 \n", + "\n", + " 14 15 16 17 18 19 \n", + "0 0.391188 0.816049 0.749068 0.293260 0.937828 0.880858 \n", + "1 0.800716 0.045749 0.683793 0.389789 0.016787 0.503695 \n", + "2 0.265223 0.739031 0.560394 0.334802 0.517694 0.646110 \n", + "3 0.926715 0.085675 0.120525 0.141746 0.771144 0.489660 \n", + "4 0.869965 0.041723 0.819140 0.676051 0.109349 0.872947 \n", + "0 0.257645 0.386457 0.696932 0.069162 0.952291 0.286542 \n", + "1 0.785803 0.315645 0.495355 0.232135 0.549324 0.572232 \n", + "2 0.816563 0.735692 0.435998 0.430411 0.531757 0.489528 \n", + "3 0.133256 0.157158 0.929446 0.402791 0.685976 0.246594 \n", + "4 0.588567 0.604341 0.232964 0.229109 0.022881 0.479022 \n" + ] + } + ], + "source": [ + "directorio_ruta = '../data/'\n", + "df_final = pd.DataFrame()\n", + "\n", + "for file in csv_files:\n", + " ruta = directorio_ruta + file\n", + " dataframe = pd.read_csv(ruta)\n", + " df_final = pd.concat([df_final, dataframe])\n", + "\n", + "print(df_final.head(10))" + ] + }, + { + "cell_type": "code", + "execution_count": 12, "metadata": {}, "outputs": [], - "source": [] + "source": [ + "df_final.to_csv('resultados.csv')" + ] }, { "cell_type": "markdown", @@ -181,10 +571,42 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] + "execution_count": 13, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "['1', '9', '12']\n" + ] + }, + { + "data": { + "text/plain": [ + "[0.4762788721830815, 0.471799856234705, 0.4591404223212532]" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "lista_columnas = df_final.columns.values\n", + "columnas_seleccionadas = []\n", + "valor_de_columnas = []\n", + "\n", + "for col in lista_columnas:\n", + " if df_final[col].mean() < 0.48:\n", + " columnas_seleccionadas.append(col)\n", + " valor_de_columnas.append(df_final[col].mean())\n", + " \n", + "print(columnas_seleccionadas)\n", + "valor_de_columnas" + ] }, { "cell_type": "markdown", @@ -195,10 +617,88 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 14, "metadata": {}, - "outputs": [], - "source": [] + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " 0 1 2 3 4 5 6 \\\n", + "0 0.734751 0.195362 0.734309 0.598184 0.763433 0.263434 0.868066 \n", + "1 0.772607 0.445391 0.249642 0.787922 0.598583 0.827238 0.624126 \n", + "2 0.226428 0.268764 0.694262 0.622335 0.063843 0.122683 0.815625 \n", + "3 0.362748 0.495430 0.113876 0.594149 0.612522 0.625204 0.864050 \n", + "4 0.033415 0.340433 0.464971 0.363737 0.025815 0.434129 0.415163 \n", + "0 0.276827 0.260054 0.942397 0.113187 0.781355 0.475740 0.152061 \n", + "1 0.995885 0.158381 0.244274 0.962163 0.651900 0.930665 0.577190 \n", + "2 0.641917 0.821055 0.392437 0.782617 0.510762 0.428320 0.017324 \n", + "3 0.806532 0.569258 0.148175 0.809987 0.459632 0.735762 0.730664 \n", + "4 0.311185 0.501165 0.365979 0.782807 0.776795 0.797199 0.791946 \n", + "0 0.948664 0.215285 0.918270 0.599951 0.755120 0.971609 0.103190 \n", + "1 0.163236 0.803926 0.916655 0.775234 0.644890 0.701362 0.910208 \n", + "2 0.934136 0.031410 0.954057 0.853387 0.642160 0.681184 0.317198 \n", + "3 0.757038 0.918964 0.475459 0.837686 0.149645 0.819032 0.611996 \n", + "4 0.263455 0.816283 0.336707 0.587997 0.285871 0.619942 0.018027 \n", + "0 0.376101 0.896590 0.500995 0.381416 0.447730 0.048472 0.094235 \n", + "1 0.498192 0.565500 0.152394 0.284232 0.557042 0.417095 0.663465 \n", + "2 0.635284 0.247512 0.179986 0.468231 0.911799 0.764209 0.941413 \n", + "3 0.647497 0.072412 0.681403 0.977189 0.690953 0.829347 0.236915 \n", + "4 0.170792 0.586900 0.029834 0.921923 0.090727 0.592746 0.972429 \n", + "\n", + " 7 8 9 ... 11 12 13 14 \\\n", + "0 0.058092 0.753502 0.587513 ... 0.178356 0.182922 0.147631 0.391188 \n", + "1 0.601524 0.688753 0.338870 ... 0.471474 0.267443 0.453351 0.800716 \n", + "2 0.584542 0.032594 0.589775 ... 0.650973 0.565705 0.691784 0.265223 \n", + "3 0.260279 0.528873 0.168043 ... 0.677014 0.175735 0.632370 0.926715 \n", + "4 0.892210 0.381701 0.415264 ... 0.696930 0.819751 0.944029 0.869965 \n", + "0 0.250324 0.147078 0.162984 ... 0.509619 0.593212 0.911839 0.257645 \n", + "1 0.087914 0.960261 0.580840 ... 0.661459 0.674085 0.049326 0.785803 \n", + "2 0.680720 0.340412 0.462513 ... 0.251949 0.032847 0.995700 0.816563 \n", + "3 0.934502 0.080322 0.763502 ... 0.027637 0.409665 0.942846 0.133256 \n", + "4 0.847157 0.771811 0.233944 ... 0.053030 0.208551 0.824354 0.588567 \n", + "0 0.194754 0.932388 0.591727 ... 0.607355 0.177649 0.435968 0.202404 \n", + "1 0.871204 0.321745 0.586035 ... 0.240060 0.915342 0.205310 0.489504 \n", + "2 0.875259 0.538416 0.867511 ... 0.215624 0.552062 0.498378 0.739656 \n", + "3 0.644348 0.938444 0.410444 ... 0.499231 0.856437 0.054619 0.326310 \n", + "4 0.548845 0.121471 0.194299 ... 0.848866 0.531840 0.663384 0.084884 \n", + "0 0.986890 0.582352 0.037230 ... 0.766153 0.153783 0.199140 0.330318 \n", + "1 0.158188 0.039182 0.543442 ... 0.993481 0.580359 0.765757 0.931264 \n", + "2 0.808370 0.578024 0.181267 ... 0.924226 0.070744 0.704575 0.948127 \n", + "3 0.406938 0.898234 0.513575 ... 0.790312 0.082292 0.850821 0.088025 \n", + "4 0.774760 0.293800 0.956949 ... 0.525562 0.454788 0.848812 0.095214 \n", + "\n", + " 15 16 17 18 19 20 \n", + "0 0.816049 0.749068 0.293260 0.937828 0.880858 0.780858 \n", + "1 0.045749 0.683793 0.389789 0.016787 0.503695 0.403695 \n", + "2 0.739031 0.560394 0.334802 0.517694 0.646110 0.546110 \n", + "3 0.085675 0.120525 0.141746 0.771144 0.489660 0.389660 \n", + "4 0.041723 0.819140 0.676051 0.109349 0.872947 0.772947 \n", + "0 0.386457 0.696932 0.069162 0.952291 0.286542 0.186542 \n", + "1 0.315645 0.495355 0.232135 0.549324 0.572232 0.472232 \n", + "2 0.735692 0.435998 0.430411 0.531757 0.489528 0.389528 \n", + "3 0.157158 0.929446 0.402791 0.685976 0.246594 0.146594 \n", + "4 0.604341 0.232964 0.229109 0.022881 0.479022 0.379022 \n", + "0 0.979777 0.095713 0.159040 0.651457 0.803393 0.703393 \n", + "1 0.848926 0.304342 0.358977 0.841539 0.964889 0.864889 \n", + "2 0.307914 0.233996 0.602166 0.244210 0.313071 0.213071 \n", + "3 0.461825 0.954783 0.361873 0.145952 0.873029 0.773029 \n", + "4 0.120312 0.463214 0.437889 0.542376 0.668447 0.568447 \n", + "0 0.969657 0.110998 0.033474 0.117277 0.213938 0.113938 \n", + "1 0.336841 0.271230 0.509798 0.877048 0.310951 0.210951 \n", + "2 0.971452 0.360861 0.074394 0.386949 0.396453 0.296453 \n", + "3 0.289218 0.822775 0.515933 0.962827 0.026952 -0.073048 \n", + "4 0.415311 0.026496 0.513342 0.830389 0.931145 0.831145 \n", + "\n", + "[20 rows x 21 columns]\n" + ] + } + ], + "source": [ + "df_final['20'] = df_final['19'] - 0.1\n", + "\n", + "print(df_final.head(20))" + ] }, { "cell_type": "markdown", @@ -209,15 +709,98 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 15, "metadata": {}, - "outputs": [], - "source": [] + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[0.7347510852128797, 0.195361547414176, 0.7343092314001137, 0.598184150790113, 0.7634334207035142, 0.2634337923231616, 0.8680663549990865, 0.0580924999787341, 0.7535023641545986, 0.5875129985121497, 0.3116082818842752, 0.1783555360135744, 0.1829221258425868, 0.1476309867776287, 0.3911878574797934, 0.8160493911980281, 0.7490680818183477, 0.293260381728848, 0.93782845947314, 0.8808575048234396, 0.7808575048234396, 0.7726065618884856, 0.4453906870631333, 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"0.7357618655811269\n", + "0.7306642125209889\n", + "0.7033930409580709\n", + "0.7013619954419494\n", + "0.7396561066717461\n", + "0.7045750112959754\n", + "0.7383982036983279\n", + "0.7178166705957928\n", + "0.7088042362916818\n", + "0.737444918174949\n", + "0.7264121114538001\n", + "0.7133695725698419\n", + "0.7476323136755818\n", + "0.726854508853197\n", + "0.7111584953876777\n", + "0.7008930873050235\n", + "0.7209375615129192\n", + "0.7303553716733908\n", + "0.7274869207330491\n", + "0.7025657075988269\n", + "0.7298115760258881\n", + "0.7294980584878026\n", + "0.7215147068185102\n", + "0.7130781095091867\n", + "0.7393833032570581\n", + "0.7258310816144985\n", + "0.7358941798147411\n", + "0.736029494090402\n", + "0.7085098152301276\n", + "0.7472962776291713\n", + "0.7329024831531535\n", + "0.7124169515124726\n", + "0.71223975981198\n", + "0.7365416322783028\n", + "0.7133690799930356\n", + "0.7078738356977186\n", + "0.7032248108904495\n", + "0.7196096371031628\n", + "0.7244863338885654\n", + "0.7321533684342264\n", + "0.7376946446827494\n", + "0.7132714209987683\n", + "0.7023481768180954\n", + "0.7051334608870933\n", + "0.7280006345208285\n", + "0.7150799992177622\n", + "0.7321333453970806\n", + "0.7173964318670598\n" + ] + } + ], + "source": [ + "for element in value:\n", + " if 0.7 <= element <= 0.75:\n", + " print(element)" + ] } ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, @@ -231,7 +814,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.7.7" + "version": "3.9.7" } }, "nbformat": 4, diff --git a/lab-list-comprehensions/your-code/resultados.csv b/lab-list-comprehensions/your-code/resultados.csv new file mode 100644 index 0000000..c6dddcb --- /dev/null +++ b/lab-list-comprehensions/your-code/resultados.csv @@ -0,0 +1,51 @@ +,0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19 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