From 4f89a101a25924ce3fff1c4c9d1a99b38de3c184 Mon Sep 17 00:00:00 2001 From: purohr Date: Sun, 13 Dec 2020 21:32:06 -0500 Subject: [PATCH 01/10] agregada mi solucion al reto 1 --- .../soluciones 001/purohr_001.ipynb | 440 ++++++++++++++++++ 1 file changed, 440 insertions(+) create mode 100644 001 Orden Inverso por Grupos/soluciones 001/purohr_001.ipynb diff --git a/001 Orden Inverso por Grupos/soluciones 001/purohr_001.ipynb b/001 Orden Inverso por Grupos/soluciones 001/purohr_001.ipynb new file mode 100644 index 0000000..c1da088 --- /dev/null +++ b/001 Orden Inverso por Grupos/soluciones 001/purohr_001.ipynb @@ -0,0 +1,440 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Mini reto 001" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Ordenar las subseries de forma descendente\n", + "\n", + "La finalidad es ordenar de forma descendente las subseries 1..n que hay en la serie.\n", + "\n", + "Output solicitado:\n", + "\n", + "[6,5,4,3,2,1,4,3,2,1,5,4,3,2,1,2,1,9,8,7,6,5,4,3,2,1]" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0 1\n", + "1 2\n", + "2 3\n", + "3 4\n", + "4 5\n", + "5 6\n", + "6 1\n", + "7 2\n", + "8 3\n", + "9 4\n", + "10 1\n", + "11 2\n", + "12 3\n", + "13 4\n", + "14 5\n", + "15 1\n", + "16 2\n", + "17 1\n", + "18 2\n", + "19 3\n", + "20 4\n", + "21 5\n", + "22 6\n", + "23 7\n", + "24 8\n", + "25 9\n", + "dtype: int64" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "serie = pd.Series([1,2,3,4,5,6,1,2,3,4,1,2,3,4,5,1,2,1,2,3,4,5,6,7,8,9])\n", + "serie" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [], + "source": [ + "b=lambda x: serie[:a.index[x]].sort_values(ascending=False)" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0 1\n", + "6 1\n", + "10 1\n", + "15 1\n", + "17 1\n", + "dtype: int64" + ] + }, + "execution_count": 40, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "a=serie[serie < serie.iloc[1]]\n", + "a" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0 1\n", + "6 1\n", + "10 1\n", + "15 1\n", + "17 1\n", + "25 9\n", + "dtype: int64" + ] + }, + "execution_count": 41, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ultimo=pd.Series(serie[len(serie)-1],index=[len(serie)-1])\n", + "a=a.append(ultimo)\n", + "a" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0 1\n", + "6 1\n", + "10 1\n", + "15 1\n", + "17 1\n", + "25 9\n", + "dtype: int64" + ] + }, + "execution_count": 42, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "a" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "5 6\n", + "4 5\n", + "3 4\n", + "2 3\n", + "1 2\n", + "0 1\n", + "dtype: int64" + ] + }, + "execution_count": 43, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "serie.iloc[a.index[0]: a.index[1]].sort_values(ascending=False)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 44, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Int64Index([0, 6, 10, 15, 17, 25], dtype='int64')" + ] + }, + "execution_count": 44, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "a.index" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "5 6\n", + "4 5\n", + "3 4\n", + "2 3\n", + "1 2\n", + "0 1\n", + "dtype: int64" + ] + }, + "execution_count": 45, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "final=serie.iloc[list(a.iteritems())[0][0] : list(a.iteritems())[1][0]].sort_values(ascending=False)\n", + "final" + ] + }, + { + "cell_type": "code", + "execution_count": 49, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[(0, 1), (6, 1), (10, 1), (15, 1), (17, 1), (25, 9)]\n" + ] + } + ], + "source": [ + "print(list(a.iteritems()))\n" + ] + }, + { + "cell_type": "code", + "execution_count": 52, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(6, 1)\n" + ] + } + ], + "source": [ + "print(list(a.iteritems())[1])\n" + ] + }, + { + "cell_type": "code", + "execution_count": 53, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Int64Index([0, 6, 10, 15, 17, 25], dtype='int64')" + ] + }, + "execution_count": 53, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "a.index" + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "5 6\n", + "4 5\n", + "3 4\n", + "2 3\n", + "1 2\n", + "0 1\n", + "dtype: int64\n", + "9 4\n", + "8 3\n", + "7 2\n", + "6 1\n", + "dtype: int64\n", + "14 5\n", + "13 4\n", + "12 3\n", + "11 2\n", + "10 1\n", + "dtype: int64\n", + "16 2\n", + "15 1\n", + "dtype: int64\n", + "24 8\n", + "23 7\n", + "22 6\n", + "21 5\n", + "20 4\n", + "19 3\n", + "18 2\n", + "17 1\n", + "dtype: int64\n" + ] + } + ], + "source": [ + "for index_row,iteracion in zip(a.iteritems(),range(1,len(a+1))):\n", + " #print(index_row[0])\n", + " print(serie.iloc[index_row[0]:a.index[iteracion]].sort_values(ascending=False))" + ] + }, + { + "cell_type": "code", + "execution_count": 58, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "4 5\n", + "dtype: int64" + ] + }, + "execution_count": 58, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "serie.iloc[4:5].sort_values(ascending=False)" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "range(1, 6)" + ] + }, + "execution_count": 32, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "range(1,len(a))" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "9" + ] + }, + "execution_count": 38, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "serie[len(serie)-1]" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "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": "3.7.3" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} From 73ed1e5961cb977a341c2e4e71835c37b5e33b90 Mon Sep 17 00:00:00 2001 From: purohr Date: Tue, 2 Feb 2021 02:51:35 -0500 Subject: [PATCH 02/10] solucion del mini reto 1 --- .../soluciones 001/purohr_001.ipynb | 166 +++++++----------- 1 file changed, 60 insertions(+), 106 deletions(-) diff --git a/001 Orden Inverso por Grupos/soluciones 001/purohr_001.ipynb b/001 Orden Inverso por Grupos/soluciones 001/purohr_001.ipynb index c1da088..65c10b3 100644 --- a/001 Orden Inverso por Grupos/soluciones 001/purohr_001.ipynb +++ b/001 Orden Inverso por Grupos/soluciones 001/purohr_001.ipynb @@ -77,17 +77,15 @@ ] }, { - "cell_type": "code", - "execution_count": 14, + "cell_type": "markdown", "metadata": {}, - "outputs": [], "source": [ - "b=lambda x: serie[:a.index[x]].sort_values(ascending=False)" + "Comprobando que se incluyan todos los indices, asi se organizara la información. El comando verifica en que posiciones estan los 1, que es el valor que se repite en todas las series" ] }, { "cell_type": "code", - "execution_count": 40, + "execution_count": 3, "metadata": {}, "outputs": [ { @@ -101,7 +99,7 @@ "dtype: int64" ] }, - "execution_count": 40, + "execution_count": 3, "metadata": {}, "output_type": "execute_result" } @@ -111,9 +109,16 @@ "a" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "A la serie siguiente se le agrega el ultmimo indice, necesario para que mas adelante se sepa donde termina la jultima mini serie." + ] + }, { "cell_type": "code", - "execution_count": 41, + "execution_count": 5, "metadata": {}, "outputs": [ { @@ -128,7 +133,7 @@ "dtype: int64" ] }, - "execution_count": 41, + "execution_count": 5, "metadata": {}, "output_type": "execute_result" } @@ -140,34 +145,15 @@ ] }, { - "cell_type": "code", - "execution_count": 42, + "cell_type": "markdown", "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "0 1\n", - "6 1\n", - "10 1\n", - "15 1\n", - "17 1\n", - "25 9\n", - "dtype: int64" - ] - }, - "execution_count": 42, - "metadata": {}, - "output_type": "execute_result" - } - ], "source": [ - "a" + "Se comprueba la linea que sirve para modificar el orden de los datos en la serie" ] }, { "cell_type": "code", - "execution_count": 43, + "execution_count": 7, "metadata": {}, "outputs": [ { @@ -182,7 +168,7 @@ "dtype: int64" ] }, - "execution_count": 43, + "execution_count": 7, "metadata": {}, "output_type": "execute_result" } @@ -192,15 +178,15 @@ ] }, { - "cell_type": "code", - "execution_count": null, + "cell_type": "markdown", "metadata": {}, - "outputs": [], - "source": [] + "source": [ + "Se utiliza para verificar que los indices existan y para comprobar que si esten en el lugar correcto" + ] }, { "cell_type": "code", - "execution_count": 44, + "execution_count": 8, "metadata": {}, "outputs": [ { @@ -209,7 +195,7 @@ "Int64Index([0, 6, 10, 15, 17, 25], dtype='int64')" ] }, - "execution_count": 44, + "execution_count": 8, "metadata": {}, "output_type": "execute_result" } @@ -218,9 +204,16 @@ "a.index" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Comprobando que se organicen de manera correcta los datos numericos " + ] + }, { "cell_type": "code", - "execution_count": 45, + "execution_count": 9, "metadata": {}, "outputs": [ { @@ -235,7 +228,7 @@ "dtype: int64" ] }, - "execution_count": 45, + "execution_count": 9, "metadata": {}, "output_type": "execute_result" } @@ -245,9 +238,16 @@ "final" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Comprobando que se impriman los indices y su valor correspondiente" + ] + }, { "cell_type": "code", - "execution_count": 49, + "execution_count": 10, "metadata": {}, "outputs": [ { @@ -262,9 +262,16 @@ "print(list(a.iteritems()))\n" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Seleccionando los elementos de la lista" + ] + }, { "cell_type": "code", - "execution_count": 52, + "execution_count": 11, "metadata": {}, "outputs": [ { @@ -280,28 +287,15 @@ ] }, { - "cell_type": "code", - "execution_count": 53, + "cell_type": "markdown", "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Int64Index([0, 6, 10, 15, 17, 25], dtype='int64')" - ] - }, - "execution_count": 53, - "metadata": {}, - "output_type": "execute_result" - } - ], "source": [ - "a.index" + "Ahora se utiliza un for para que recorra cada elemento de la lista, se organiza y se imprime en el orden pedido en el minireto" ] }, { "cell_type": "code", - "execution_count": 48, + "execution_count": 13, "metadata": {}, "outputs": [ { @@ -349,64 +343,24 @@ }, { "cell_type": "code", - "execution_count": 58, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "4 5\n", - "dtype: int64" - ] - }, - "execution_count": 58, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "serie.iloc[4:5].sort_values(ascending=False)" - ] + "outputs": [], + "source": [] }, { "cell_type": "code", - "execution_count": 32, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "range(1, 6)" - ] - }, - "execution_count": 32, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "range(1,len(a))" - ] + "outputs": [], + "source": [] }, { "cell_type": "code", - "execution_count": 38, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "9" - ] - }, - "execution_count": 38, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "serie[len(serie)-1]" - ] + "outputs": [], + "source": [] }, { "cell_type": "code", From 759ccce8b9207ca93a914548db051c731e28c769 Mon Sep 17 00:00:00 2001 From: purohr Date: Thu, 4 Feb 2021 01:46:52 -0500 Subject: [PATCH 03/10] Desarrollada la priemra parte de scrapping utilizando pandas directamente --- .../soluciones 002/Puroh_002.ipynb | 862 ++++++++++++++++++ 1 file changed, 862 insertions(+) create mode 100644 002 Leer datos de una web - Scrapping/soluciones 002/Puroh_002.ipynb diff --git a/002 Leer datos de una web - Scrapping/soluciones 002/Puroh_002.ipynb b/002 Leer datos de una web - Scrapping/soluciones 002/Puroh_002.ipynb new file mode 100644 index 0000000..0f27f9c --- /dev/null +++ b/002 Leer datos de una web - Scrapping/soluciones 002/Puroh_002.ipynb @@ -0,0 +1,862 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Mini Reto 002 Leer datos de una web - Scrapping\n", + "\n", + "## Leer datos de una web - Scrapping\n", + "\n", + "Leer los datos de la siguiente web. Este proceso se denomina Scrapping.\n", + "\n", + "URL Objetivo: https://www.allaria.com.ar/es/Opcion\n", + "\n", + "Elegir una de las 2 formas:\n", + "\n", + "#### A) Con pandas:\n", + "\n", + "#### B) Con beautifulsoup:\n", + "Mas complicado, requiere saber algo de html. Este método es especialmente útil, cuando pandas no es capaz de realizarlo correctamente.\n", + "\n", + "\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "El resultado final debe ser algo como esto:" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "ExecuteTime": { + "end_time": "2020-10-06T08:36:33.408881Z", + "start_time": "2020-10-06T08:36:33.285603Z" + } + }, + "source": [ + "![Resultado final](resultado.png)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "ExecuteTime": { + "end_time": "2020-10-06T08:40:04.039073Z", + "start_time": "2020-10-06T08:40:04.029936Z" + } + }, + "source": [ + "y los type de las columnas tal que:\n", + " \n", + "![Tipos de datos](dtypes.png)" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd\n", + "from bs4 import BeautifulSoup" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "url = 'https://www.allaria.com.ar/es/Opcion'" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "RangeIndex: 462 entries, 0 to 461\n", + "Data columns (total 30 columns):\n", + "Subyacente 462 non-null object\n", + "Especie 462 non-null object\n", + "Tipo 462 non-null object\n", + "Vencimiento 462 non-null object\n", + "Precio ejercicio 462 non-null object\n", + "Último precio (prima) 462 non-null object\n", + "Variación 462 non-null object\n", + "Cant. compra 462 non-null object\n", + "Precio compra 462 non-null object\n", + "Precio venta 462 non-null object\n", + "Cant. venta 462 non-null object\n", + "Volumen (lotes) 462 non-null object\n", + "Volumen (monto) 462 non-null object\n", + "Hora 462 non-null object\n", + "Unnamed: 14 231 non-null object\n", + "Unnamed: 15 231 non-null object\n", + "Unnamed: 16 231 non-null object\n", + "Unnamed: 17 231 non-null object\n", + "Unnamed: 18 231 non-null object\n", + "Unnamed: 19 231 non-null object\n", + "Unnamed: 20 231 non-null object\n", + "Unnamed: 21 231 non-null object\n", + "Unnamed: 22 231 non-null object\n", + "Unnamed: 23 231 non-null object\n", + "Unnamed: 24 231 non-null object\n", + "Unnamed: 25 231 non-null object\n", + "Unnamed: 26 231 non-null object\n", + "Unnamed: 27 231 non-null object\n", + "Unnamed: 28 231 non-null object\n", + "Unnamed: 29 231 non-null object\n", + "dtypes: object(30)\n", + "memory usage: 108.4+ KB\n" + ] + } + ], + "source": [ + "df_list = pd.read_html(url)\n", + "df_list[0].info()" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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que se esta haciendo scrapping y los organiza en un lista de dataframes, es decir [dataframe, dataframe2, ... , dataframeN], como en la pagina que se le hace el scrapping solo tiene una tabla, entonces solo nos interesa los valores que tiene el primer elemento de la lista, por ello se utiliza df_list[0]\n", + "\n", + "ahora se ahce un iloc, con este se accede a un grupo de filas o columnas utilizando enteros para la posicion o posiciones. Para las filas se utiliza una función lambda que valida el indice numerico y seleciona solo los pares, que son las filas qe contienen la información solicitada, y el segundo slice de las columnas se coloca 14 para las primeras catorce columnas de la tabla.\n", + "\n", + "Con .set_index('Especie') se selecciona la columna que se desea \n", + "\n", + "el \"inplace = True\" es para que se modifique automaticamente el dataframe con el que se esta trabajando " + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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SubyacenteTipoVencimientoPrecio ejercicioÚltimo precio (prima)VariaciónCant. compraPrecio compraPrecio ventaCant. ventaVolumen (lotes)Volumen (monto)Hora
Especie
GFGC123.FEGGALCall19/02/2021123225-10,890%0,27000000472300022.590005.824.9290003/02/2021 16:59
GFGC11881FGGALCall19/02/202111881400-11,800%0,54000000250040011.864005.543.2950003/02/2021 17:00
GFGC105.FEGGALCall19/02/20211051560-2,500%0,4000000019001001.041001.704.9770003/02/2021 16:32
GFGV11881FGGALPut19/02/202111881320-0,120%0,00000000350200005.650001.651.5270003/02/2021 16:59
GFGC114.FEGGALCall19/02/2021114700-7,530%0,570000008752001.709001.356.1800003/02/2021 16:59
..........................................
YPFV760.FEYPFDPut19/02/202176080000,000%0,000000000000001008.0000011/01/2021 12:03
GFGC140.ENGGALCall21/01/2022140004-21,570%0,01000000000000427001.7080011/01/2021 14:56
BMAC250.FEBMACall19/02/20212506000,000%0,000000000000002001.3000011/01/2021 14:25
CREV58.0FECRESPut19/02/202158.04000,000%0,0000000000000014005.6000008/01/2021 14:45
ALUV45.0FEALUAPut19/02/202145.0050-50,000%0,500000000000006003000007/01/2021 13:09
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"autoclose": false, + "autocomplete": true, + "bibliofile": "biblio.bib", + "cite_by": "apalike", + "current_citInitial": 1, + "eqLabelWithNumbers": true, + "eqNumInitial": 1, + "hotkeys": { + "equation": "Ctrl-E", + "itemize": "Ctrl-I" + }, + "labels_anchors": false, + "latex_user_defs": false, + "report_style_numbering": false, + "user_envs_cfg": false + }, + "varInspector": { + "cols": { + "lenName": 16, + "lenType": 16, + "lenVar": 40 + }, + "kernels_config": { + "python": { + "delete_cmd_postfix": "", + "delete_cmd_prefix": "del ", + "library": "var_list.py", + "varRefreshCmd": "print(var_dic_list())" + }, + "r": { + "delete_cmd_postfix": ") ", + "delete_cmd_prefix": "rm(", + "library": "var_list.r", + "varRefreshCmd": "cat(var_dic_list()) " + } + }, + "types_to_exclude": [ + "module", + "function", + "builtin_function_or_method", + "instance", + "_Feature" + ], + "window_display": false + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} From 05fed331447668f47fd8c02c916f900afb4d748a Mon Sep 17 00:00:00 2001 From: purohr Date: Fri, 5 Feb 2021 01:26:21 -0500 Subject: [PATCH 04/10] cambios menores --- .../soluciones 002/Puroh_002.ipynb | 44 ++++++++++++++++--- 1 file changed, 39 insertions(+), 5 deletions(-) diff --git a/002 Leer datos de una web - Scrapping/soluciones 002/Puroh_002.ipynb b/002 Leer datos de una web - Scrapping/soluciones 002/Puroh_002.ipynb index 0f27f9c..02424bc 100644 --- a/002 Leer datos de una web - Scrapping/soluciones 002/Puroh_002.ipynb +++ b/002 Leer datos de una web - Scrapping/soluciones 002/Puroh_002.ipynb @@ -62,8 +62,7 @@ "metadata": {}, "outputs": [], "source": [ - "import pandas as pd\n", - "from bs4 import BeautifulSoup" + "import pandas as pd\n" ] }, { @@ -776,19 +775,54 @@ "df_list[0].iloc[lambda x: x.index % 2 == 0, :14].set_index('Especie')#,inplace = True)" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Beautifullsop4" + ] + }, { "cell_type": "code", - "execution_count": 21, + "execution_count": null, "metadata": {}, "outputs": [], - "source": [] + "source": [ + "from requests import get\n", + "from bs4 import BeautifulSoup" + ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], - "source": [] + "source": [ + "def get_html(url):\n", + " \n", + " # Capturamos el hml de la pagina web y creamos un objeto Response\n", + " r = get(url)\n", + " data = r.text\n", + " \n", + " #si el request tuvo exito\n", + " status_code = r.status_code\n", + " if status_code == 200: \n", + " # Creamos el objeto soup y le pasamos lo capturado con request\n", + " soup = BeautifulSoup(data, 'lxml')\n", + " \n", + " # Capturamos el titulo de la página y luego lo mostramos\n", + " # Lo que hace BeautifulSoup es capturar lo que esta dentro de la etiqueta title de la url\n", + " \n", + " \n", + " else:\n", + " print (\"Status Code %d\" % status_code)\n", + " \n", + " \n", + " return soup\n", + "\n", + "def get_data(soup):\n", + " \n" + ] } ], "metadata": { From c0ac6f055f1b32ace50178a7ff63423107600359 Mon Sep 17 00:00:00 2001 From: purohr Date: Fri, 5 Feb 2021 02:41:45 -0500 Subject: [PATCH 05/10] localzado el head de la tabla con beautifullsoup --- .../soluciones 002/Puroh_002.ipynb | 84 ++++++++++++++++++- 1 file changed, 80 insertions(+), 4 deletions(-) diff --git a/002 Leer datos de una web - Scrapping/soluciones 002/Puroh_002.ipynb b/002 Leer datos de una web - Scrapping/soluciones 002/Puroh_002.ipynb index 02424bc..df7d063 100644 --- a/002 Leer datos de una web - Scrapping/soluciones 002/Puroh_002.ipynb +++ b/002 Leer datos de una web - Scrapping/soluciones 002/Puroh_002.ipynb @@ -67,7 +67,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 4, "metadata": {}, "outputs": [], "source": [ @@ -784,7 +784,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 1, "metadata": {}, "outputs": [], "source": [ @@ -794,7 +794,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 2, "metadata": {}, "outputs": [], "source": [ @@ -820,9 +820,85 @@ " \n", " return soup\n", "\n", - "def get_data(soup):\n", + "def get_data_title(soup):\n", + " head_table = soup.find_all('table', {'id': 'tableOpcionesAcciones'})\n", + " columns_head = head_table[0].find_all('th')\n", + " list_head_titles = []\n", + " for column in columns_head: \n", + " list_head_titles.append(column.getText().replace('\\xa0',''))\n", + " return list_head_titles\n", " \n" ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "['Subyacente', 'Especie', 'Tipo', 'Vencimiento', 'Precio ejercicio', 'Último precio (prima)', 'Variación', 'Cant. compra', 'Precio compra', 'Precio venta', 'Cant. venta', 'Volumen (lotes)', 'Volumen (monto)', 'Hora']\n" + ] + } + ], + "source": [ + "soup = get_html(url)\n", + "head_table = soup.find_all('table', {'id': 'tableOpcionesAcciones'})\n", + "columns_head = head_table[0].find_all('th')\n", + "list_head_titles = []\n", + "for column in columns_head: \n", + " list_head_titles.append(column.getText().replace('\\xa0',''))\n", + " \n", + "print(list_head_titles)" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "\n", + "GGAL\n", + "0,00\n", + "0,00\n", + "4,72\n", + "30,00\n", + "52.010,00\n", + "\r\n", + "15.495.698,00 \n", + "04/02/2021 16:59\n", + "\n", + "\n", + "Ver más\n", + "\n", + "\n", + "\n", + "\n" + ] + } + ], + "source": [ + "body_table = soup.find_all('table', {'id': 'tableOpcionesAcciones'})\n", + "columns_body = body_table[0].find_all('td')\n", + "print(columns_body[14].getText())\n", + "list_body_titles = []\n", + "#for column in columns_body: \n", + "# list_body_titles.append(column.getText().replace('\\xa0',''))\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] } ], "metadata": { From 26264a8bd47c709076ecac4c29981c25e41af527 Mon Sep 17 00:00:00 2001 From: purohr Date: Sun, 7 Feb 2021 23:26:11 -0500 Subject: [PATCH 06/10] Agregado la aprte de web scraping con BS4, como resutado se obtiene una lista de lsitas con los datos de cada fila de la tabla y se convierte en un dataFrame con pansdas para facilitar el analisis y demas --- .../soluciones 002/Puroh_002.ipynb | 6490 ++++++++++++++++- 1 file changed, 6463 insertions(+), 27 deletions(-) diff --git a/002 Leer datos de una web - Scrapping/soluciones 002/Puroh_002.ipynb b/002 Leer datos de una web - Scrapping/soluciones 002/Puroh_002.ipynb index df7d063..d5764e4 100644 --- a/002 Leer datos de una web - Scrapping/soluciones 002/Puroh_002.ipynb +++ b/002 Leer datos de una web - Scrapping/soluciones 002/Puroh_002.ipynb @@ -58,7 +58,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 71, "metadata": {}, "outputs": [], "source": [ @@ -67,7 +67,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 3, "metadata": {}, "outputs": [], "source": [ @@ -784,7 +784,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 4, "metadata": {}, "outputs": [], "source": [ @@ -794,7 +794,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 5, "metadata": {}, "outputs": [], "source": [ @@ -832,7 +832,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 6, "metadata": {}, "outputs": [ { @@ -856,41 +856,6477 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 39, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "\n", - "\n", - "GGAL\n", - "0,00\n", - "0,00\n", - "4,72\n", - "30,00\n", - "52.010,00\n", - "\r\n", - "15.495.698,00 \n", - "04/02/2021 16:59\n", - "\n", - "\n", - "Ver más\n", - "\n", - "\n", - "\n", - "\n" + "05/02/2021 16:59\n", + "['GGAL', 'GFGC123.FE', 'Call', '19/02/2021', '123', '4,75', '18,900%0,76', '0,00', '0,00', '7,00', '31,00', '42.233,00', '19.418.440,00', '05/02/202116:59']\n" ] } ], "source": [ "body_table = soup.find_all('table', {'id': 'tableOpcionesAcciones'})\n", "columns_body = body_table[0].find_all('td')\n", - "print(columns_body[14].getText())\n", + "print(columns_body[13].getText())\n", + "list_body_titles = []\n", + "for column in columns_body[:14]: \n", + " list_body_titles.append(column.getText().replace('\\xa0','').replace(' ','').replace('\\n','').replace('\\r',''))\n", + "print(list_body_titles)" + ] + }, + { + "cell_type": "code", + "execution_count": 66, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "236.0" + ] + }, + "execution_count": 66, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "len(columns_body)/15 #Para verificar si los datos estan completos " + ] + }, + { + "cell_type": "code", + "execution_count": 46, + "metadata": {}, + "outputs": [], + "source": [ + "list_body = []\n", "list_body_titles = []\n", - "#for column in columns_body: \n", - "# list_body_titles.append(column.getText().replace('\\xa0',''))\n" + "preslice = 0\n", + "for slices in range(15, len(columns_body),15): \n", + " for column in columns_body[preslice:slices]: \n", + " list_body_titles.append(column.getText().replace('\\xa0','').replace(' ','').replace('\\n','').replace('\\r','').replace('Vermás', ''))\n", + " list_body_titles = []\n", + " list_body.append(list_body_titles)\n", + " preslice = slices" + ] + }, + { + "cell_type": "code", + "execution_count": 65, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['GGAL',\n", + " 'GFGC129.FE',\n", + " 'Call',\n", + " '19/02/2021',\n", + " '129',\n", + " '2,09',\n", + " '21,790%0,37',\n", + " '0,00',\n", + " '0,00',\n", + " '4,00',\n", + " '20,00',\n", + " '30.376,00',\n", + " '5.878.049,00',\n", + " '05/02/202116:59']" + ] + }, + "execution_count": 65, + "metadata": {}, + 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'20,000%1,30',\n", + " '0,00',\n", + " '0,00',\n", + " '0,00',\n", + " '0,00',\n", + " '1,00',\n", + " '780,00',\n", + " '14/01/202116:23'],\n", + " ['TRAN',\n", + " 'TRAV24.0FE',\n", + " 'Put',\n", + " '19/02/2021',\n", + " '24.0',\n", + " '0,50',\n", + " '400,000%0,40',\n", + " '0,00',\n", + " '0,00',\n", + " '0,50',\n", + " '90,00',\n", + " '110,00',\n", + " '4.500,00',\n", + " '13/01/202116:43'],\n", + " ['CEPU',\n", + " 'CEPC40.0FE',\n", + " 'Call',\n", + " '19/02/2021',\n", + " '40.0',\n", + " '1,10',\n", + " '4,760%0,05',\n", + " '0,00',\n", + " '0,00',\n", + " '0,00',\n", + " '0,00',\n", + " '1,00',\n", + " '110,00',\n", + " '13/01/202113:35'],\n", + " ['TECO2',\n", + " 'TECV190.FE',\n", + " 'Put',\n", + " '19/02/2021',\n", + " '190',\n", + " '5,00',\n", + " '0,000%0,00',\n", + " '0,00',\n", + " '0,00',\n", + " '0,00',\n", + " '0,00',\n", + " '10,00',\n", + " '5.000,00',\n", + " '12/01/202114:40'],\n", + " ['CEPU',\n", + " 'CEPV32.0AB',\n", + " 'Put',\n", + " '16/04/2021',\n", + " '32.0',\n", + " '0,40',\n", + " '0,000%0,00',\n", + " '0,00',\n", + " '0,00',\n", + " '0,00',\n", + " '0,00',\n", + " '4,00',\n", + " '160,00',\n", + " '12/01/202116:12'],\n", + " ['YPFD',\n", + " 'YPFV760.FE',\n", + " 'Put',\n", + " '19/02/2021',\n", + " '760',\n", + " '80,00',\n", + " '0,000%0,00',\n", + " '0,00',\n", + " '0,00',\n", + " '0,00',\n", + " '0,00',\n", + " '1,00',\n", + " '8.000,00',\n", + " '11/01/202112:03'],\n", + " ['GGAL',\n", + " 'GFGC140.EN',\n", + " 'Call',\n", + " '21/01/2022',\n", + " '140',\n", + " '0,04',\n", + " '-21,570%0,01',\n", + " '0,00',\n", + " '0,00',\n", + " '0,00',\n", + " '0,00',\n", + " '427,00',\n", + " '1.708,00',\n", + " '11/01/202114:56'],\n", + " []]" + ] + }, + "execution_count": 77, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "list_datos = []\n", + "for slices in range(0, len(list_body)):\n", + " list_datos.append(list_body[slices][:14])\n", + "list_datos" + ] + }, + { + "cell_type": "code", + "execution_count": 80, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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SubyacenteEspecieTipoVencimientoPrecio ejercicioÚltimo precio (prima)VariaciónCant. compraPrecio compraPrecio ventaCant. ventaVolumen (lotes)Volumen (monto)Hora
0GGALGFGC11881FCall19/02/2021118818,1523,600%1,560,000,008,503,0016.937,0012.959.471,0005/02/202116:59
1GGALGFGC129.FECall19/02/20211292,0921,790%0,370,000,004,0020,0030.376,005.878.049,0005/02/202116:59
2GGALGFGC12481FCall19/02/2021124813,8022,170%0,690,000,000,000,0015.780,005.762.187,0005/02/202116:59
3GGALGFGC114.FECall19/02/202111412,0512,280%1,320,000,0020,0040,004.115,004.880.160,0005/02/202116:55
4GGALGFGC132.FECall19/02/20211321,3027,580%0,280,000,000,000,0039.268,004.553.676,0005/02/202116:59
.............................................
230TECO2TECV190.FEPut19/02/20211905,000,000%0,000,000,000,000,0010,005.000,0012/01/202114:40
231CEPUCEPV32.0ABPut16/04/202132.00,400,000%0,000,000,000,000,004,00160,0012/01/202116:12
232YPFDYPFV760.FEPut19/02/202176080,000,000%0,000,000,000,000,001,008.000,0011/01/202112:03
233GGALGFGC140.ENCall21/01/20221400,04-21,570%0,010,000,000,000,00427,001.708,0011/01/202114:56
234NoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNone
\n", + "

235 rows × 14 columns

\n", + "
" + ], + "text/plain": [ + " Subyacente Especie Tipo Vencimiento Precio ejercicio \\\n", + "0 GGAL GFGC11881F Call 19/02/2021 11881 \n", + "1 GGAL GFGC129.FE Call 19/02/2021 129 \n", + "2 GGAL GFGC12481F Call 19/02/2021 12481 \n", + "3 GGAL GFGC114.FE Call 19/02/2021 114 \n", + "4 GGAL GFGC132.FE Call 19/02/2021 132 \n", + ".. ... ... ... ... ... \n", + "230 TECO2 TECV190.FE Put 19/02/2021 190 \n", + "231 CEPU CEPV32.0AB Put 16/04/2021 32.0 \n", + "232 YPFD YPFV760.FE Put 19/02/2021 760 \n", + "233 GGAL GFGC140.EN Call 21/01/2022 140 \n", + "234 None None None None None \n", + "\n", + " Último precio (prima) Variación Cant. compra Precio compra \\\n", + "0 8,15 23,600%1,56 0,00 0,00 \n", + "1 2,09 21,790%0,37 0,00 0,00 \n", + "2 3,80 22,170%0,69 0,00 0,00 \n", + "3 12,05 12,280%1,32 0,00 0,00 \n", + "4 1,30 27,580%0,28 0,00 0,00 \n", + ".. ... ... ... ... \n", + "230 5,00 0,000%0,00 0,00 0,00 \n", + "231 0,40 0,000%0,00 0,00 0,00 \n", + "232 80,00 0,000%0,00 0,00 0,00 \n", + "233 0,04 -21,570%0,01 0,00 0,00 \n", + "234 None None None None \n", + "\n", + " Precio venta Cant. venta Volumen (lotes) Volumen (monto) Hora \n", + "0 8,50 3,00 16.937,00 12.959.471,00 05/02/202116:59 \n", + "1 4,00 20,00 30.376,00 5.878.049,00 05/02/202116:59 \n", + "2 0,00 0,00 15.780,00 5.762.187,00 05/02/202116:59 \n", + "3 20,00 40,00 4.115,00 4.880.160,00 05/02/202116:55 \n", + "4 0,00 0,00 39.268,00 4.553.676,00 05/02/202116:59 \n", + ".. ... ... ... ... ... \n", + "230 0,00 0,00 10,00 5.000,00 12/01/202114:40 \n", + "231 0,00 0,00 4,00 160,00 12/01/202116:12 \n", + "232 0,00 0,00 1,00 8.000,00 11/01/202112:03 \n", + "233 0,00 0,00 427,00 1.708,00 11/01/202114:56 \n", + "234 None None None None None \n", + "\n", + "[235 rows x 14 columns]" + ] + }, + "execution_count": 80, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df=pd.DataFrame(list_datos, columns=list_head_titles)#, index='Especie' )" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[ GGAL ,\n", + " \n", + " GFGC123.FE\n", + " ,\n", + " Call ,\n", + " 19/02/2021 ,\n", + " \n", + " \n", + " 123\n", + " ,\n", + " 4,75 ,\n", + " 18,900%
0,76,\n", + " 0,00,\n", + " 0,00,\n", + " 7,00,\n", + " 31,00,\n", + " 42.233,00,\n", + " \n", + " 19.418.440,00 ,\n", + " 05/02/2021 16:59,\n", + " \n", + "
    \n", + "
  • GGAL
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 7,00
    • \n", + "
  • 31,00
    • \n", + "
  • 42.233,00
    • \n", + "
  • \n", + " 19.418.440,00
    • \n", + "
  • 05/02/2021 16:59
    • \n", + "
  • \n", + "
    \n", + "
    Ver más
    \n", + "
    \n", + "
    • \n", + "
\n", + " ,\n", + " GGAL ,\n", + " \n", + " GFGC11881F\n", + " ,\n", + " Call ,\n", + " 19/02/2021 ,\n", + " \n", + " \n", + " 11881\n", + " ,\n", + " 8,15 ,\n", + " 23,600%
1,56,\n", + " 0,00,\n", + " 0,00,\n", + " 8,50,\n", + " 3,00,\n", + " 16.937,00,\n", + " \n", + " 12.959.471,00 ,\n", + " 05/02/2021 16:59,\n", + " \n", + "
    \n", + "
  • GGAL
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 8,50
    • \n", + "
  • 3,00
    • \n", + "
  • 16.937,00
    • \n", + "
  • \n", + " 12.959.471,00
    • \n", + "
  • 05/02/2021 16:59
    • \n", + "
  • \n", + "
    \n", + "
    Ver más
    \n", + "
    \n", + "
    • \n", + "
\n", + " ,\n", + " GGAL ,\n", + " \n", + " GFGC129.FE\n", + " ,\n", + " Call ,\n", + " 19/02/2021 ,\n", + " \n", + " \n", + " 129\n", + " ,\n", + " 2,09 ,\n", + " 21,790%
0,37,\n", + " 0,00,\n", + " 0,00,\n", + " 4,00,\n", + " 20,00,\n", + " 30.376,00,\n", + " \n", + " 5.878.049,00 ,\n", + " 05/02/2021 16:59,\n", + " \n", + "
    \n", + "
  • GGAL
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 4,00
    • \n", + "
  • 20,00
    • \n", + "
  • 30.376,00
    • \n", + "
  • \n", + " 5.878.049,00
    • \n", + "
  • 05/02/2021 16:59
    • \n", + "
  • \n", + "
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    Ver más
    \n", + "
    \n", + "
    • \n", + "
\n", + " ,\n", + " GGAL ,\n", + " \n", + " GFGC12481F\n", + " ,\n", + " Call ,\n", + " 19/02/2021 ,\n", + " \n", + " \n", + " 12481\n", + " ,\n", + " 3,80 ,\n", + " 22,170%
0,69,\n", + " 0,00,\n", + " 0,00,\n", + " 0,00,\n", + " 0,00,\n", + " 15.780,00,\n", + " \n", + " 5.762.187,00 ,\n", + " 05/02/2021 16:59,\n", + " \n", + "
    \n", + "
  • GGAL
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 15.780,00
    • \n", + "
  • \n", + " 5.762.187,00
    • \n", + "
  • 05/02/2021 16:59
    • \n", + "
  • \n", + "
    \n", + "
    Ver más
    \n", + "
    \n", + "
    • \n", + "
\n", + " ,\n", + " GGAL ,\n", + " \n", + " GFGC114.FE\n", + " ,\n", + " Call ,\n", + " 19/02/2021 ,\n", + " \n", + " \n", + " 114\n", + " ,\n", + " 12,05 ,\n", + " 12,280%
1,32,\n", + " 0,00,\n", + " 0,00,\n", + " 20,00,\n", + " 40,00,\n", + " 4.115,00,\n", + " \n", + " 4.880.160,00 ,\n", + " 05/02/2021 16:55,\n", + " \n", + "
    \n", + "
  • GGAL
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 20,00
    • \n", + "
  • 40,00
    • \n", + "
  • 4.115,00
    • \n", + "
  • \n", + " 4.880.160,00
    • \n", + "
  • 05/02/2021 16:55
    • \n", + "
  • \n", + "
    \n", + "
    Ver más
    \n", + "
    \n", + "
    • \n", + "
\n", + " ,\n", + " GGAL ,\n", + " \n", + " GFGC132.FE\n", + " ,\n", + " Call ,\n", + " 19/02/2021 ,\n", + " \n", + " \n", + " 132\n", + " ,\n", + " 1,30 ,\n", + " 27,580%
0,28,\n", + " 0,00,\n", + " 0,00,\n", + " 0,00,\n", + " 0,00,\n", + " 39.268,00,\n", + " \n", + " 4.553.676,00 ,\n", + " 05/02/2021 16:59,\n", + " \n", + "
    \n", + "
  • GGAL
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 39.268,00
    • \n", + "
  • \n", + " 4.553.676,00
    • \n", + "
  • 05/02/2021 16:59
    • \n", + "
  • \n", + "
    \n", + "
    Ver más
    \n", + "
    \n", + "
    • \n", + "
\n", + " ,\n", + " GGAL ,\n", + " \n", + " GFGC105.FE\n", + " ,\n", + " Call ,\n", + " 19/02/2021 ,\n", + " \n", + " \n", + " 105\n", + " ,\n", + " 20,80 ,\n", + " 10,540%
1,98,\n", + " 0,00,\n", + " 0,00,\n", + " 0,00,\n", + " 0,00,\n", + " 878,00,\n", + " \n", + " 1.806.794,00 ,\n", + " 05/02/2021 16:58,\n", + " \n", + "
    \n", + "
  • GGAL
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 878,00
    • \n", + "
  • \n", + " 1.806.794,00
    • \n", + "
  • 05/02/2021 16:58
    • \n", + "
  • \n", + "
    \n", + "
    Ver más
    \n", + "
    \n", + "
    • \n", + "
\n", + " ,\n", + " GGAL ,\n", + " \n", + " GFGV123.FE\n", + " ,\n", + " Put ,\n", + " 19/02/2021 ,\n", + " \n", + " \n", + " 123\n", + " ,\n", + " 2,30 ,\n", + " -35,250%
1,25,\n", + " 0,00,\n", + " 0,00,\n", + " 0,00,\n", + " 0,00,\n", + " 6.839,00,\n", + " \n", + " 1.766.016,00 ,\n", + " 05/02/2021 16:59,\n", + " \n", + "
    \n", + "
  • GGAL
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 6.839,00
    • \n", + "
  • \n", + " 1.766.016,00
    • \n", + "
  • 05/02/2021 16:59
    • \n", + "
  • \n", + "
    \n", + "
    Ver más
    \n", + "
    \n", + "
    • \n", + "
\n", + " ,\n", + " GGAL ,\n", + " \n", + " GFGC132.AB\n", + " ,\n", + " Call ,\n", + " 16/04/2021 ,\n", + " \n", + " \n", + " 132\n", + " ,\n", + " 7,25 ,\n", + " 14,720%
0,93,\n", + " 51,00,\n", + " 5,00,\n", + " 0,00,\n", + " 0,00,\n", + " 2.492,00,\n", + " \n", + " 1.729.406,00 ,\n", + " 05/02/2021 16:59,\n", + " \n", + "
    \n", + "
  • GGAL
    • \n", + "
  • 51,00
    • \n", + "
  • 5,00
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 2.492,00
    • \n", + "
  • \n", + " 1.729.406,00
    • \n", + "
  • 05/02/2021 16:59
    • \n", + "
  • \n", + "
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    Ver más
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    \n", + "
    • \n", + "
\n", + " ,\n", + " GGAL ,\n", + " \n", + " GFGC120.AB\n", + " ,\n", + " Call ,\n", + " 16/04/2021 ,\n", + " \n", + " \n", + " 120\n", + " ,\n", + " 14,70 ,\n", + " 6,820%
0,94,\n", + " 1,00,\n", + " 3,70,\n", + " 26,00,\n", + " 90,00,\n", + " 903,00,\n", + " \n", + " 1.313.900,00 ,\n", + " 05/02/2021 16:59,\n", + " \n", + "
    \n", + "
  • GGAL
    • \n", + "
  • 1,00
    • \n", + "
  • 3,70
    • \n", + "
  • 26,00
    • \n", + "
  • 90,00
    • \n", + "
  • 903,00
    • \n", + "
  • \n", + " 1.313.900,00
    • \n", + "
  • 05/02/2021 16:59
    • \n", + "
  • \n", + "
    \n", + "
    Ver más
    \n", + "
    \n", + "
    • \n", + "
\n", + " ,\n", + " GGAL ,\n", + " \n", + " GFGV11881F\n", + " ,\n", + " Put ,\n", + " 19/02/2021 ,\n", + " \n", + " \n", + " 11881\n", + " ,\n", + " 1,20 ,\n", + " -35,920%
0,67,\n", + " 0,00,\n", + " 0,00,\n", + " 1,58,\n", + " 100,00,\n", + " 9.652,00,\n", + " \n", + " 1.226.730,00 ,\n", + " 05/02/2021 16:59,\n", + " \n", + "
    \n", + "
  • GGAL
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 1,58
    • \n", + "
  • 100,00
    • \n", + "
  • 9.652,00
    • \n", + "
  • \n", + " 1.226.730,00
    • \n", + "
  • 05/02/2021 16:59
    • \n", + "
  • \n", + "
    \n", + "
    Ver más
    \n", + "
    \n", + "
    • \n", + "
\n", + " ,\n", + " GGAL ,\n", + " \n", + " GFGC111.FE\n", + " ,\n", + " Call ,\n", + " 19/02/2021 ,\n", + " \n", + " \n", + " 111\n", + " ,\n", + " 15,00 ,\n", + " 16,620%
2,14,\n", + " 0,00,\n", + " 0,00,\n", + " 0,00,\n", + " 0,00,\n", + " 612,00,\n", + " \n", + " 898.760,00 ,\n", + " 05/02/2021 16:59,\n", + " \n", + "
    \n", + "
  • GGAL
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 612,00
    • \n", + "
  • \n", + " 898.760,00
    • \n", + "
  • 05/02/2021 16:59
    • \n", + "
  • \n", + "
    \n", + "
    Ver más
    \n", + "
    \n", + "
    • \n", + "
\n", + " ,\n", + " GGAL ,\n", + " \n", + " GFGC135.FE\n", + " ,\n", + " Call ,\n", + " 19/02/2021 ,\n", + " \n", + " \n", + " 135\n", + " ,\n", + " 0,82 ,\n", + " 11,550%
0,09,\n", + " 0,00,\n", + " 0,00,\n", + " 5,50,\n", + " 3,00,\n", + " 9.878,00,\n", + " \n", + " 769.568,00 ,\n", + " 05/02/2021 16:59,\n", + " \n", + "
    \n", + "
  • GGAL
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 5,50
    • \n", + "
  • 3,00
    • \n", + "
  • 9.878,00
    • \n", + "
  • \n", + " 769.568,00
    • \n", + "
  • 05/02/2021 16:59
    • \n", + "
  • \n", + "
    \n", + "
    Ver más
    \n", + "
    \n", + "
    • \n", + "
\n", + " ,\n", + " GGAL ,\n", + " \n", + " GFGC129.AB\n", + " ,\n", + " Call ,\n", + " 16/04/2021 ,\n", + " \n", + " \n", + " 129\n", + " ,\n", + " 8,80 ,\n", + " 17,710%
1,32,\n", + " 0,00,\n", + " 0,00,\n", + " 14,00,\n", + " 5,00,\n", + " 840,00,\n", + " \n", + " 691.807,00 ,\n", + " 05/02/2021 16:58,\n", + " \n", + "
    \n", + "
  • GGAL
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 14,00
    • \n", + "
  • 5,00
    • \n", + "
  • 840,00
    • \n", + "
  • \n", + " 691.807,00
    • \n", + "
  • 05/02/2021 16:58
    • \n", + "
  • \n", + "
    \n", + "
    Ver más
    \n", + "
    \n", + "
    • \n", + "
\n", + " ,\n", + " GGAL ,\n", + " \n", + " GFGC140.AB\n", + " ,\n", + " Call ,\n", + " 16/04/2021 ,\n", + " \n", + " \n", + " 140\n", + " ,\n", + " 4,30 ,\n", + " 8,860%
0,35,\n", + " 30,00,\n", + " 3,35,\n", + " 0,00,\n", + " 0,00,\n", + " 1.306,00,\n", + " \n", + " 541.446,00 ,\n", + " 05/02/2021 16:45,\n", + " \n", + "
    \n", + "
  • GGAL
    • \n", + "
  • 30,00
    • \n", + "
  • 3,35
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 1.306,00
    • \n", + "
  • \n", + " 541.446,00
    • \n", + "
  • 05/02/2021 16:45
    • \n", + "
  • \n", + "
    \n", + "
    Ver más
    \n", + "
    \n", + "
    • \n", + "
\n", + " ,\n", + " GGAL ,\n", + " \n", + " GFGV129.FE\n", + " ,\n", + " Put ,\n", + " 19/02/2021 ,\n", + " \n", + " \n", + " 129\n", + " ,\n", + " 5,00 ,\n", + " -31,970%
2,35,\n", + " 0,00,\n", + " 0,00,\n", + " 0,00,\n", + " 0,00,\n", + " 846,00,\n", + " \n", + " 467.985,00 ,\n", + " 05/02/2021 16:59,\n", + " \n", + "
    \n", + "
  • GGAL
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 846,00
    • \n", + "
  • \n", + " 467.985,00
    • \n", + "
  • 05/02/2021 16:59
    • \n", + "
  • \n", + "
    \n", + "
    Ver más
    \n", + "
    \n", + "
    • \n", + "
\n", + " ,\n", + " GGAL ,\n", + " \n", + " GFGV12481F\n", + " ,\n", + " Put ,\n", + " 19/02/2021 ,\n", + " \n", + " \n", + " 12481\n", + " ,\n", + " 3,10 ,\n", + " -29,770%
1,31,\n", + " 0,00,\n", + " 0,00,\n", + " 0,00,\n", + " 0,00,\n", + " 1.224,00,\n", + " \n", + " 412.091,00 ,\n", + " 05/02/2021 16:59,\n", + " \n", + "
    \n", + "
  • GGAL
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 1.224,00
    • \n", + "
  • \n", + " 412.091,00
    • \n", + "
  • 05/02/2021 16:59
    • \n", + "
  • \n", + "
    \n", + "
    Ver más
    \n", + "
    \n", + "
    • \n", + "
\n", + " ,\n", + " GGAL ,\n", + " \n", + " GFGC117.FE\n", + " ,\n", + " Call ,\n", + " 19/02/2021 ,\n", + " \n", + " \n", + " 117\n", + " ,\n", + " 10,65 ,\n", + " 28,290%
2,35,\n", + " 0,00,\n", + " 0,00,\n", + " 0,00,\n", + " 0,00,\n", + " 401,00,\n", + " \n", + " 371.834,00 ,\n", + " 05/02/2021 16:27,\n", + " \n", + "
    \n", + "
  • GGAL
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 401,00
    • \n", + "
  • \n", + " 371.834,00
    • \n", + "
  • 05/02/2021 16:27
    • \n", + "
  • \n", + "
    \n", + "
    Ver más
    \n", + "
    \n", + "
    • \n", + "
\n", + " ,\n", + " GGAL ,\n", + " \n", + " GFGC123.AB\n", + " ,\n", + " Call ,\n", + " 16/04/2021 ,\n", + " \n", + " \n", + " 123\n", + " ,\n", + " 13,00 ,\n", + " 81,560%
5,84,\n", + " 0,00,\n", + " 0,00,\n", + " 0,00,\n", + " 0,00,\n", + " 281,00,\n", + " \n", + " 354.249,00 ,\n", + " 05/02/2021 16:52,\n", + " \n", + "
    \n", + "
  • GGAL
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 281,00
    • \n", + "
  • \n", + " 354.249,00
    • \n", + "
  • 05/02/2021 16:52
    • \n", + "
  • \n", + "
    \n", + "
    Ver más
    \n", + "
    \n", + "
    • \n", + "
\n", + " ,\n", + " GGAL ,\n", + " \n", + " GFGC140.FE\n", + " ,\n", + " Call ,\n", + " 19/02/2021 ,\n", + " \n", + " \n", + " 140\n", + " ,\n", + " 0,46 ,\n", + " 10,980%
0,05,\n", + " 0,00,\n", + " 0,00,\n", + " 1,00,\n", + " 50,00,\n", + " 8.130,00,\n", + " \n", + " 341.781,00 ,\n", + " 05/02/2021 16:59,\n", + " \n", + "
    \n", + "
  • GGAL
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 1,00
    • \n", + "
  • 50,00
    • \n", + "
  • 8.130,00
    • \n", + "
  • \n", + " 341.781,00
    • \n", + "
  • 05/02/2021 16:59
    • \n", + "
  • \n", + "
    \n", + "
    Ver más
    \n", + "
    \n", + "
    • \n", + "
\n", + " ,\n", + " GGAL ,\n", + " \n", + " GFGV114.FE\n", + " ,\n", + " Put ,\n", + " 19/02/2021 ,\n", + " \n", + " \n", + " 114\n", + " ,\n", + " 0,55 ,\n", + " -36,050%
0,31,\n", + " 0,00,\n", + " 0,00,\n", + " 0,00,\n", + " 0,00,\n", + " 5.364,00,\n", + " \n", + " 312.854,00 ,\n", + " 05/02/2021 16:58,\n", + " \n", + "
    \n", + "
  • GGAL
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 5.364,00
    • \n", + "
  • \n", + " 312.854,00
    • \n", + "
  • 05/02/2021 16:58
    • \n", + "
  • \n", + "
    \n", + "
    Ver más
    \n", + "
    \n", + "
    • \n", + "
\n", + " ,\n", + " GGAL ,\n", + " \n", + " GFGC135.AB\n", + " ,\n", + " Call ,\n", + " 16/04/2021 ,\n", + " \n", + " \n", + " 135\n", + " ,\n", + " 5,80 ,\n", + " 13,610%
0,69,\n", + " 0,00,\n", + " 0,00,\n", + " 5,90,\n", + " 1,00,\n", + " 550,00,\n", + " \n", + " 291.807,00 ,\n", + " 05/02/2021 16:52,\n", + " \n", + "
    \n", + "
  • GGAL
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 5,90
    • \n", + "
  • 1,00
    • \n", + "
  • 550,00
    • \n", + "
  • \n", + " 291.807,00
    • \n", + "
  • 05/02/2021 16:52
    • \n", + "
  • \n", + "
    \n", + "
    Ver más
    \n", + "
    \n", + "
    • \n", + "
\n", + " ,\n", + " YPFD ,\n", + " \n", + " YPFC640.FE\n", + " ,\n", + " Call ,\n", + " 19/02/2021 ,\n", + " \n", + " \n", + " 640\n", + " ,\n", + " 35,00 ,\n", + " -10,260%
4,00,\n", + " 0,00,\n", + " 0,00,\n", + " 0,00,\n", + " 0,00,\n", + " 61,00,\n", + " \n", + " 260.730,00 ,\n", + " 05/02/2021 16:07,\n", + " \n", + "
    \n", + "
  • YPFD
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 61,00
    • \n", + "
  • \n", + " 260.730,00
    • \n", + "
  • 05/02/2021 16:07
    • \n", + "
  • \n", + "
    \n", + "
    Ver más
    \n", + "
    \n", + "
    • \n", + "
\n", + " ,\n", + " YPFD ,\n", + " \n", + " YPFC600.FE\n", + " ,\n", + " Call ,\n", + " 19/02/2021 ,\n", + " \n", + " \n", + " 600\n", + " ,\n", + " 57,00 ,\n", + " -13,110%
8,60,\n", + " 0,00,\n", + " 0,00,\n", + " 0,00,\n", + " 0,00,\n", + " 31,00,\n", + " \n", + " 213.630,00 ,\n", + " 05/02/2021 16:46,\n", + " \n", + "
    \n", + "
  • YPFD
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 31,00
    • \n", + "
  • \n", + " 213.630,00
    • \n", + "
  • 05/02/2021 16:46
    • \n", + "
  • \n", + "
    \n", + "
    Ver más
    \n", + "
    \n", + "
    • \n", + "
\n", + " ,\n", + " YPFD ,\n", + " \n", + " YPFC720.AB\n", + " ,\n", + " Call ,\n", + " 16/04/2021 ,\n", + " \n", + " \n", + " 720\n", + " ,\n", + " 42,00 ,\n", + " -10,040%
4,69,\n", + " 0,00,\n", + " 0,00,\n", + " 0,00,\n", + " 0,00,\n", + " 40,00,\n", + " \n", + " 184.067,00 ,\n", + " 05/02/2021 16:49,\n", + " \n", + "
    \n", + "
  • YPFD
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 40,00
    • \n", + "
  • \n", + " 184.067,00
    • \n", + "
  • 05/02/2021 16:49
    • \n", + "
  • \n", + "
    \n", + "
    Ver más
    \n", + "
    \n", + "
    • \n", + "
\n", + " ,\n", + " YPFD ,\n", + " \n", + " YPFC680.FE\n", + " ,\n", + " Call ,\n", + " 19/02/2021 ,\n", + " \n", + " \n", + " 680\n", + " ,\n", + " 18,20 ,\n", + " -3,700%
0,70,\n", + " 0,00,\n", + " 0,00,\n", + " 0,00,\n", + " 0,00,\n", + " 98,00,\n", + " \n", + " 182.830,00 ,\n", + " 05/02/2021 16:31,\n", + " \n", + "
    \n", + "
  • YPFD
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 98,00
    • \n", + "
  • \n", + " 182.830,00
    • \n", + "
  • 05/02/2021 16:31
    • \n", + "
  • \n", + "
    \n", + "
    Ver más
    \n", + "
    \n", + "
    • \n", + "
\n", + " ,\n", + " GGAL ,\n", + " \n", + " GFGC87.0FE\n", + " ,\n", + " Call ,\n", + " 19/02/2021 ,\n", + " \n", + " \n", + " 87.0\n", + " ,\n", + " 39,40 ,\n", + " 21,230%
6,90,\n", + " 0,00,\n", + " 0,00,\n", + " 0,00,\n", + " 0,00,\n", + " 43,00,\n", + " \n", + " 164.435,00 ,\n", + " 05/02/2021 15:44,\n", + " \n", + "
    \n", + "
  • GGAL
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 43,00
    • \n", + "
  • \n", + " 164.435,00
    • \n", + "
  • 05/02/2021 15:44
    • \n", + "
  • \n", + "
    \n", + "
    Ver más
    \n", + "
    \n", + "
    • \n", + "
\n", + " ,\n", + " YPFD ,\n", + " \n", + " YPFC600.AB\n", + " ,\n", + " Call ,\n", + " 16/04/2021 ,\n", + " \n", + " \n", + " 600\n", + " ,\n", + " 110,00 ,\n", + " -4,350%
5,00,\n", + " 0,00,\n", + " 0,00,\n", + " 0,00,\n", + " 0,00,\n", + " 14,00,\n", + " \n", + " 153.800,00 ,\n", + " 05/02/2021 16:55,\n", + " \n", + "
    \n", + "
  • YPFD
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 14,00
    • \n", + "
  • \n", + " 153.800,00
    • \n", + "
  • 05/02/2021 16:55
    • \n", + "
  • \n", + "
    \n", + "
    Ver más
    \n", + "
    \n", + "
    • \n", + "
\n", + " ,\n", + " GGAL ,\n", + " \n", + " GFGC111.AB\n", + " ,\n", + " Call ,\n", + " 16/04/2021 ,\n", + " \n", + " \n", + " 111\n", + " ,\n", + " 25,00 ,\n", + " 25,000%
5,00,\n", + " 0,00,\n", + " 0,00,\n", + " 0,00,\n", + " 0,00,\n", + " 64,00,\n", + " \n", + " 148.200,00 ,\n", + " 05/02/2021 16:46,\n", + " \n", + "
    \n", + "
  • GGAL
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 64,00
    • \n", + "
  • \n", + " 148.200,00
    • \n", + "
  • 05/02/2021 16:46
    • \n", + "
  • \n", + "
    \n", + "
    Ver más
    \n", + "
    \n", + "
    • \n", + "
\n", + " ,\n", + " GGAL ,\n", + " \n", + " GFGV117.FE\n", + " ,\n", + " Put ,\n", + " 19/02/2021 ,\n", + " \n", + " \n", + " 117\n", + " ,\n", + " 0,90 ,\n", + " -15,090%
0,16,\n", + " 0,00,\n", + " 0,00,\n", + " 0,00,\n", + " 0,00,\n", + " 1.654,00,\n", + " \n", + " 132.670,00 ,\n", + " 05/02/2021 16:59,\n", + " \n", + "
    \n", + "
  • GGAL
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 1.654,00
    • \n", + "
  • \n", + " 132.670,00
    • \n", + "
  • 05/02/2021 16:59
    • \n", + "
  • \n", + "
    \n", + "
    Ver más
    \n", + "
    \n", + "
    • \n", + "
\n", + " ,\n", + " GGAL ,\n", + " \n", + " GFGV120.AB\n", + " ,\n", + " Put ,\n", + " 16/04/2021 ,\n", + " \n", + " \n", + " 120\n", + " ,\n", + " 4,30 ,\n", + " -7,880%
0,37,\n", + " 0,00,\n", + " 0,00,\n", + " 0,00,\n", + " 0,00,\n", + " 306,00,\n", + " \n", + " 125.160,00 ,\n", + " 05/02/2021 16:59,\n", + " \n", + "
    \n", + "
  • GGAL
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 306,00
    • \n", + "
  • \n", + " 125.160,00
    • \n", + "
  • 05/02/2021 16:59
    • \n", + "
  • \n", + "
    \n", + "
    Ver más
    \n", + "
    \n", + "
    • \n", + "
\n", + " ,\n", + " GGAL ,\n", + " \n", + " GFGV135.AB\n", + " ,\n", + " Put ,\n", + " 16/04/2021 ,\n", + " \n", + " \n", + " 135\n", + " ,\n", + " 12,00 ,\n", + " -4,000%
0,50,\n", + " 20,00,\n", + " 2,10,\n", + " 0,00,\n", + " 0,00,\n", + " 96,00,\n", + " \n", + " 121.700,00 ,\n", + " 05/02/2021 13:55,\n", + " \n", + "
    \n", + "
  • GGAL
    • \n", + "
  • 20,00
    • \n", + "
  • 2,10
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 96,00
    • \n", + "
  • \n", + " 121.700,00
    • \n", + "
  • 05/02/2021 13:55
    • \n", + "
  • \n", + "
    \n", + "
    Ver más
    \n", + "
    \n", + "
    • \n", + "
\n", + " ,\n", + " YPFD ,\n", + " \n", + " YPFC720.FE\n", + " ,\n", + " Call ,\n", + " 19/02/2021 ,\n", + " \n", + " \n", + " 720\n", + " ,\n", + " 7,00 ,\n", + " -20,700%
1,83,\n", + " 0,00,\n", + " 0,00,\n", + " 0,00,\n", + " 0,00,\n", + " 147,00,\n", + " \n", + " 117.979,00 ,\n", + " 05/02/2021 16:58,\n", + " \n", + "
    \n", + "
  • YPFD
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 147,00
    • \n", + "
  • \n", + " 117.979,00
    • \n", + "
  • 05/02/2021 16:58
    • \n", + "
  • \n", + "
    \n", + "
    Ver más
    \n", + "
    \n", + "
    • \n", + "
\n", + " ,\n", + " COME ,\n", + " \n", + " COMC2.30FE\n", + " ,\n", + " Call ,\n", + " 19/02/2021 ,\n", + " \n", + " \n", + " 2.30\n", + " ,\n", + " 0,36 ,\n", + " -14,290%
0,06,\n", + " 0,00,\n", + " 0,00,\n", + " 0,00,\n", + " 0,00,\n", + " 2.861,00,\n", + " \n", + " 116.945,00 ,\n", + " 05/02/2021 16:58,\n", + " \n", + "
    \n", + "
  • COME
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 2.861,00
    • \n", + "
  • \n", + " 116.945,00
    • \n", + "
  • 05/02/2021 16:58
    • \n", + "
  • \n", + "
    \n", + "
    Ver más
    \n", + "
    \n", + "
    • \n", + "
\n", + " ,\n", + " YPFD ,\n", + " \n", + " YPFC500.FE\n", + " ,\n", + " Call ,\n", + " 19/02/2021 ,\n", + " \n", + " \n", + " 500\n", + " ,\n", + " 154,00 ,\n", + " -7,760%
12,96,\n", + " 0,00,\n", + " 0,00,\n", + " 0,00,\n", + " 0,00,\n", + " 7,00,\n", + " \n", + " 114.700,00 ,\n", + " 05/02/2021 16:25,\n", + " \n", + "
    \n", + "
  • YPFD
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 7,00
    • \n", + "
  • \n", + " 114.700,00
    • \n", + "
  • 05/02/2021 16:25
    • \n", + "
  • \n", + "
    \n", + "
    Ver más
    \n", + "
    \n", + "
    • \n", + "
\n", + " ,\n", + " GGAL ,\n", + " \n", + " GFGC15881F\n", + " ,\n", + " Call ,\n", + " 19/02/2021 ,\n", + " \n", + " \n", + " 15881\n", + " ,\n", + " 0,12 ,\n", + " -11,540%
0,02,\n", + " 0,00,\n", + " 0,00,\n", + " 5,50,\n", + " 20,00,\n", + " 6.796,00,\n", + " \n", + " 108.973,00 ,\n", + " 05/02/2021 16:59,\n", + " \n", + "
    \n", + "
  • GGAL
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 5,50
    • \n", + "
  • 20,00
    • \n", + "
  • 6.796,00
    • \n", + "
  • \n", + " 108.973,00
    • \n", + "
  • 05/02/2021 16:59
    • \n", + "
  • \n", + "
    \n", + "
    Ver más
    \n", + "
    \n", + "
    • \n", + "
\n", + " ,\n", + " GGAL ,\n", + " \n", + " GFGV111.FE\n", + " ,\n", + " Put ,\n", + " 19/02/2021 ,\n", + " \n", + " \n", + " 111\n", + " ,\n", + " 0,34 ,\n", + " -39,390%
0,22,\n", + " 0,00,\n", + " 0,00,\n", + " 0,00,\n", + " 0,00,\n", + " 2.738,00,\n", + " \n", + " 107.512,00 ,\n", + " 05/02/2021 16:58,\n", + " \n", + "
    \n", + "
  • GGAL
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 2.738,00
    • \n", + "
  • \n", + " 107.512,00
    • \n", + "
  • 05/02/2021 16:58
    • \n", + "
  • \n", + "
    \n", + "
    Ver más
    \n", + "
    \n", + "
    • \n", + "
\n", + " ,\n", + " YPFD ,\n", + " \n", + " YPFV440.FE\n", + " ,\n", + " Put ,\n", + " 19/02/2021 ,\n", + " \n", + " \n", + " 440\n", + " ,\n", + " 22,70 ,\n", + " 22600,000%
22,60,\n", + " 0,00,\n", + " 0,00,\n", + " 0,00,\n", + " 0,00,\n", + " 87,00,\n", + " \n", + " 103.980,00 ,\n", + " 05/02/2021 15:45,\n", + " \n", + "
    \n", + "
  • YPFD
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 87,00
    • \n", + "
  • \n", + " 103.980,00
    • \n", + "
  • 05/02/2021 15:45
    • \n", + "
  • \n", + "
    \n", + "
    Ver más
    \n", + "
    \n", + "
    • \n", + "
\n", + " ,\n", + " GGAL ,\n", + " \n", + " GFGV132.FE\n", + " ,\n", + " Put ,\n", + " 19/02/2021 ,\n", + " \n", + " \n", + " 132\n", + " ,\n", + " 7,80 ,\n", + " -22,000%
2,20,\n", + " 0,00,\n", + " 0,00,\n", + " 0,00,\n", + " 0,00,\n", + " 127,00,\n", + " \n", + " 102.983,00 ,\n", + " 05/02/2021 16:26,\n", + " \n", + "
    \n", + "
  • GGAL
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 127,00
    • \n", + "
  • \n", + " 102.983,00
    • \n", + "
  • 05/02/2021 16:26
    • \n", + "
  • \n", + "
    \n", + "
    Ver más
    \n", + "
    \n", + "
    • \n", + "
\n", + " ,\n", + " GGAL ,\n", + " \n", + " GFGC126.AB\n", + " ,\n", + " Call ,\n", + " 16/04/2021 ,\n", + " \n", + " \n", + " 126\n", + " ,\n", + " 10,50 ,\n", + " 14,130%
1,30,\n", + " 0,00,\n", + " 0,00,\n", + " 0,00,\n", + " 0,00,\n", + " 100,00,\n", + " \n", + " 102.500,00 ,\n", + " 05/02/2021 16:54,\n", + " \n", + "
    \n", + "
  • GGAL
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 100,00
    • \n", + "
  • \n", + " 102.500,00
    • \n", + "
  • 05/02/2021 16:54
    • \n", + "
  • \n", + "
    \n", + "
    Ver más
    \n", + "
    \n", + "
    • \n", + "
\n", + " ,\n", + " COME ,\n", + " \n", + " COMC2.50FE\n", + " ,\n", + " Call ,\n", + " 19/02/2021 ,\n", + " \n", + " \n", + " 2.50\n", + " ,\n", + " 0,16 ,\n", + " -30,000%
0,07,\n", + " 0,00,\n", + " 0,00,\n", + " 1,00,\n", + " 150,00,\n", + " 4.834,00,\n", + " \n", + " 92.265,00 ,\n", + " 05/02/2021 16:58,\n", + " \n", + "
    \n", + "
  • COME
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 1,00
    • \n", + "
  • 150,00
    • \n", + "
  • 4.834,00
    • \n", + "
  • \n", + " 92.265,00
    • \n", + "
  • 05/02/2021 16:58
    • \n", + "
  • \n", + "
    \n", + "
    Ver más
    \n", + "
    \n", + "
    • \n", + "
\n", + " ,\n", + " AGRO ,\n", + " \n", + " AGRC12.0AB\n", + " ,\n", + " Call ,\n", + " 16/04/2021 ,\n", + " \n", + " \n", + " 12.0\n", + " ,\n", + " 10,10 ,\n", + " -3,230%
0,34,\n", + " 3,00,\n", + " 9,50,\n", + " 0,00,\n", + " 0,00,\n", + " 90,00,\n", + " \n", + " 91.823,00 ,\n", + " 05/02/2021 14:59,\n", + " \n", + "
    \n", + "
  • AGRO
    • \n", + "
  • 3,00
    • \n", + "
  • 9,50
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 90,00
    • \n", + "
  • \n", + " 91.823,00
    • \n", + "
  • 05/02/2021 14:59
    • \n", + "
  • \n", + "
    \n", + "
    Ver más
    \n", + "
    \n", + "
    • \n", + "
\n", + " ,\n", + " GGAL ,\n", + " \n", + " GFGC145.AB\n", + " ,\n", + " Call ,\n", + " 16/04/2021 ,\n", + " \n", + " \n", + " 145\n", + " ,\n", + " 3,30 ,\n", + " 13,790%
0,40,\n", + " 15,00,\n", + " 2,61,\n", + " 0,00,\n", + " 0,00,\n", + " 285,00,\n", + " \n", + " 91.517,00 ,\n", + " 05/02/2021 16:56,\n", + " \n", + "
    \n", + "
  • GGAL
    • \n", + "
  • 15,00
    • \n", + "
  • 2,61
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 285,00
    • \n", + "
  • \n", + " 91.517,00
    • \n", + "
  • 05/02/2021 16:56
    • \n", + "
  • \n", + "
    \n", + "
    Ver más
    \n", + "
    \n", + "
    • \n", + "
\n", + " ,\n", + " GGAL ,\n", + " \n", + " GFGC108.FE\n", + " ,\n", + " Call ,\n", + " 19/02/2021 ,\n", + " \n", + " \n", + " 108\n", + " ,\n", + " 18,50 ,\n", + " 15,620%
2,50,\n", + " 0,00,\n", + " 0,00,\n", + " 0,00,\n", + " 0,00,\n", + " 48,00,\n", + " \n", + " 86.000,00 ,\n", + " 05/02/2021 16:38,\n", + " \n", + "
    \n", + "
  • GGAL
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 48,00
    • \n", + "
  • \n", + " 86.000,00
    • \n", + "
  • 05/02/2021 16:38
    • \n", + "
  • \n", + "
    \n", + "
    Ver más
    \n", + "
    \n", + "
    • \n", + "
\n", + " ,\n", + " YPFD ,\n", + " \n", + " YPFC760.FE\n", + " ,\n", + " Call ,\n", + " 19/02/2021 ,\n", + " \n", + " \n", + " 760\n", + " ,\n", + " 5,00 ,\n", + " 0,000%
0,00,\n", + " 0,00,\n", + " 0,00,\n", + " 0,00,\n", + " 0,00,\n", + " 155,00,\n", + " \n", + " 81.460,00 ,\n", + " 05/02/2021 16:02,\n", + " \n", + "
    \n", + "
  • YPFD
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 155,00
    • \n", + "
  • \n", + " 81.460,00
    • \n", + "
  • 05/02/2021 16:02
    • \n", + "
  • \n", + "
    \n", + "
    Ver más
    \n", + "
    \n", + "
    • \n", + "
\n", + " ,\n", + " YPFD ,\n", + " \n", + " YPFC800.AB\n", + " ,\n", + " Call ,\n", + " 16/04/2021 ,\n", + " \n", + " \n", + " 800\n", + " ,\n", + " 22,00 ,\n", + " -12,000%
3,00,\n", + " 0,00,\n", + " 0,00,\n", + " 46,00,\n", + " 1,00,\n", + " 33,00,\n", + " \n", + " 73.900,00 ,\n", + " 05/02/2021 16:57,\n", + " \n", + "
    \n", + "
  • YPFD
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 46,00
    • \n", + "
  • 1,00
    • \n", + "
  • 33,00
    • \n", + "
  • \n", + " 73.900,00
    • \n", + "
  • 05/02/2021 16:57
    • \n", + "
  • \n", + "
    \n", + "
    Ver más
    \n", + "
    \n", + "
    • \n", + "
\n", + " ,\n", + " CRES ,\n", + " \n", + " CREC64.0FE\n", + " ,\n", + " Call ,\n", + " 19/02/2021 ,\n", + " \n", + " \n", + " 64.0\n", + " ,\n", + " 18,00 ,\n", + " 5,880%
1,00,\n", + " 2,00,\n", + " 16,00,\n", + " 0,00,\n", + " 0,00,\n", + " 40,00,\n", + " \n", + " 73.000,00 ,\n", + " 05/02/2021 16:10,\n", + " \n", + "
    \n", + "
  • CRES
    • \n", + "
  • 2,00
    • \n", + "
  • 16,00
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 40,00
    • \n", + "
  • \n", + " 73.000,00
    • \n", + "
  • 05/02/2021 16:10
    • \n", + "
  • \n", + "
    \n", + "
    Ver más
    \n", + "
    \n", + "
    • \n", + "
\n", + " ,\n", + " GGAL ,\n", + " \n", + " GFGV105.FE\n", + " ,\n", + " Put ,\n", + " 19/02/2021 ,\n", + " \n", + " \n", + " 105\n", + " ,\n", + " 0,16 ,\n", + " -36,400%
0,09,\n", + " 0,00,\n", + " 0,00,\n", + " 0,00,\n", + " 0,00,\n", + " 3.667,00,\n", + " \n", + " 64.797,00 ,\n", + " 05/02/2021 16:57,\n", + " \n", + "
    \n", + "
  • GGAL
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 3.667,00
    • \n", + "
  • \n", + " 64.797,00
    • \n", + "
  • 05/02/2021 16:57
    • \n", + "
  • \n", + "
    \n", + "
    Ver más
    \n", + "
    \n", + "
    • \n", + "
\n", + " ,\n", + " COME ,\n", + " \n", + " COMC2.60FE\n", + " ,\n", + " Call ,\n", + " 19/02/2021 ,\n", + " \n", + " \n", + " 2.60\n", + " ,\n", + " 0,11 ,\n", + " -26,060%
0,04,\n", + " 0,00,\n", + " 0,00,\n", + " 0,00,\n", + " 0,00,\n", + " 5.278,00,\n", + " \n", + " 63.239,00 ,\n", + " 05/02/2021 16:58,\n", + " \n", + "
    \n", + "
  • COME
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 5.278,00
    • \n", + "
  • \n", + " 63.239,00
    • \n", + "
  • 05/02/2021 16:58
    • \n", + "
  • \n", + "
    \n", + "
    Ver más
    \n", + "
    \n", + "
    • \n", + "
\n", + " ,\n", + " YPFD ,\n", + " \n", + " YPFC1000JU\n", + " ,\n", + " Call ,\n", + " 18/06/2021 ,\n", + " \n", + " \n", + " 10.00\n", + " ,\n", + " 23,00 ,\n", + " 4,550%
1,00,\n", + " 0,00,\n", + " 0,00,\n", + " 0,00,\n", + " 0,00,\n", + " 26,00,\n", + " \n", + " 62.800,00 ,\n", + " 05/02/2021 16:56,\n", + " \n", + "
    \n", + "
  • YPFD
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 26,00
    • \n", + "
  • \n", + " 62.800,00
    • \n", + "
  • 05/02/2021 16:56
    • \n", + "
  • \n", + "
    \n", + "
    Ver más
    \n", + "
    \n", + "
    • \n", + "
\n", + " ,\n", + " ALUA ,\n", + " \n", + " ALUC35.0JU\n", + " ,\n", + " Call ,\n", + " 18/06/2021 ,\n", + " \n", + " \n", + " 35.0\n", + " ,\n", + " 17,30 ,\n", + " -8,950%
1,70,\n", + " 0,00,\n", + " 0,00,\n", + " 26,00,\n", + " 1,00,\n", + " 34,00,\n", + " \n", + " 58.820,00 ,\n", + " 05/02/2021 11:21,\n", + " \n", + "
    \n", + "
  • ALUA
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 26,00
    • \n", + "
  • 1,00
    • \n", + "
  • 34,00
    • \n", + "
  • \n", + " 58.820,00
    • \n", + "
  • 05/02/2021 11:21
    • \n", + "
  • \n", + "
    \n", + "
    Ver más
    \n", + "
    \n", + "
    • \n", + "
\n", + " ,\n", + " YPFD ,\n", + " \n", + " YPFC640.AB\n", + " ,\n", + " Call ,\n", + " 16/04/2021 ,\n", + " \n", + " \n", + " 640\n", + " ,\n", + " 78,00 ,\n", + " -6,020%
5,00,\n", + " 0,00,\n", + " 0,00,\n", + " 0,00,\n", + " 0,00,\n", + " 7,00,\n", + " \n", + " 57.400,00 ,\n", + " 05/02/2021 16:27,\n", + " \n", + "
    \n", + "
  • YPFD
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 7,00
    • \n", + "
  • \n", + " 57.400,00
    • \n", + "
  • 05/02/2021 16:27
    • \n", + "
  • \n", + "
    \n", + "
    Ver más
    \n", + "
    \n", + "
    • \n", + "
\n", + " ,\n", + " GGAL ,\n", + " \n", + " GFGV132.AB\n", + " ,\n", + " Put ,\n", + " 16/04/2021 ,\n", + " \n", + " \n", + " 132\n", + " ,\n", + " 12,90 ,\n", + " -9,470%
1,35,\n", + " 0,00,\n", + " 0,00,\n", + " 12,00,\n", + " 40,00,\n", + " 45,00,\n", + " \n", + " 56.600,00 ,\n", + " 05/02/2021 12:40,\n", + " \n", + "
    \n", + "
  • GGAL
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 12,00
    • \n", + "
  • 40,00
    • \n", + "
  • 45,00
    • \n", + "
  • \n", + " 56.600,00
    • \n", + "
  • 05/02/2021 12:40
    • \n", + "
  • \n", + "
    \n", + "
    Ver más
    \n", + "
    \n", + "
    • \n", + "
\n", + " ,\n", + " GGAL ,\n", + " \n", + " GFGC145.FE\n", + " ,\n", + " Call ,\n", + " 19/02/2021 ,\n", + " \n", + " \n", + " 145\n", + " ,\n", + " 0,30 ,\n", + " 22,920%
0,06,\n", + " 0,00,\n", + " 0,00,\n", + " 0,00,\n", + " 0,00,\n", + " 2.024,00,\n", + " \n", + " 52.624,00 ,\n", + " 05/02/2021 16:59,\n", + " \n", + "
    \n", + "
  • GGAL
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 2.024,00
    • \n", + "
  • \n", + " 52.624,00
    • \n", + "
  • 05/02/2021 16:59
    • \n", + "
  • \n", + "
    \n", + "
    Ver más
    \n", + "
    \n", + "
    • \n", + "
\n", + " ,\n", + " ALUA ,\n", + " \n", + " ALUC43.0AB\n", + " ,\n", + " Call ,\n", + " 16/04/2021 ,\n", + " \n", + " \n", + " 43.0\n", + " ,\n", + " 9,70 ,\n", + " -5,370%
0,55,\n", + " 7,00,\n", + " 8,50,\n", + " 10,30,\n", + " 15,00,\n", + " 50,00,\n", + " \n", + " 48.790,00 ,\n", + " 05/02/2021 16:54,\n", + " \n", + "
    \n", + "
  • ALUA
    • \n", + "
  • 7,00
    • \n", + "
  • 8,50
    • \n", + "
  • 10,30
    • \n", + "
  • 15,00
    • \n", + "
  • 50,00
    • \n", + "
  • \n", + " 48.790,00
    • \n", + "
  • 05/02/2021 16:54
    • \n", + "
  • \n", + "
    \n", + "
    Ver más
    \n", + "
    \n", + "
    • \n", + "
\n", + " ,\n", + " GGAL ,\n", + " \n", + " GFGC150.AB\n", + " ,\n", + " Call ,\n", + " 16/04/2021 ,\n", + " \n", + " \n", + " 150\n", + " ,\n", + " 2,35 ,\n", + " 4,630%
0,10,\n", + " 0,00,\n", + " 0,00,\n", + " 0,00,\n", + " 0,00,\n", + " 186,00,\n", + " \n", + " 45.089,00 ,\n", + " 05/02/2021 16:32,\n", + " \n", + "
    \n", + "
  • GGAL
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 186,00
    • \n", + "
  • \n", + " 45.089,00
    • \n", + "
  • 05/02/2021 16:32
    • \n", + "
  • \n", + "
    \n", + "
    Ver más
    \n", + "
    \n", + "
    • \n", + "
\n", + " ,\n", + " GGAL ,\n", + " \n", + " GFGV135.FE\n", + " ,\n", + " Put ,\n", + " 19/02/2021 ,\n", + " \n", + " \n", + " 135\n", + " ,\n", + " 10,10 ,\n", + " -13,590%
1,59,\n", + " 0,00,\n", + " 0,00,\n", + " 18,00,\n", + " 2,00,\n", + " 40,00,\n", + " \n", + " 42.660,00 ,\n", + " 05/02/2021 14:26,\n", + " \n", + "
    \n", + "
  • GGAL
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 18,00
    • \n", + "
  • 2,00
    • \n", + "
  • 40,00
    • \n", + "
  • \n", + " 42.660,00
    • \n", + "
  • 05/02/2021 14:26
    • \n", + "
  • \n", + "
    \n", + "
    Ver más
    \n", + "
    \n", + "
    • \n", + "
\n", + " ,\n", + " PAMP ,\n", + " \n", + " PAMC73.0FE\n", + " ,\n", + " Call ,\n", + " 19/02/2021 ,\n", + " \n", + " \n", + " 73.0\n", + " ,\n", + " 13,00 ,\n", + " 24,000%
2,52,\n", + " 5,00,\n", + " 0,50,\n", + " 0,00,\n", + " 0,00,\n", + " 32,00,\n", + " \n", + " 39.780,00 ,\n", + " 05/02/2021 14:06,\n", + " \n", + "
    \n", + "
  • PAMP
    • \n", + "
  • 5,00
    • \n", + "
  • 0,50
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 32,00
    • \n", + "
  • \n", + " 39.780,00
    • \n", + "
  • 05/02/2021 14:06
    • \n", + "
  • \n", + "
    \n", + "
    Ver más
    \n", + "
    \n", + "
    • \n", + "
\n", + " ,\n", + " CRES ,\n", + " \n", + " CREC64.0AB\n", + " ,\n", + " Call ,\n", + " 16/04/2021 ,\n", + " \n", + " \n", + " 64.0\n", + " ,\n", + " 22,00 ,\n", + " -12,000%
3,00,\n", + " 0,00,\n", + " 0,00,\n", + " 0,00,\n", + " 0,00,\n", + " 18,00,\n", + " \n", + " 39.600,00 ,\n", + " 05/02/2021 16:33,\n", + " \n", + "
    \n", + "
  • CRES
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 18,00
    • \n", + "
  • \n", + " 39.600,00
    • \n", + "
  • 05/02/2021 16:33
    • \n", + "
  • \n", + "
    \n", + "
    Ver más
    \n", + "
    \n", + "
    • \n", + "
\n", + " ,\n", + " PAMP ,\n", + " \n", + " PAMC83.0FE\n", + " ,\n", + " Call ,\n", + " 19/02/2021 ,\n", + " \n", + " \n", + " 83.0\n", + " ,\n", + " 3,20 ,\n", + " 0,000%
0,00,\n", + " 0,00,\n", + " 0,00,\n", + " 0,00,\n", + " 0,00,\n", + " 125,00,\n", + " \n", + " 37.433,00 ,\n", + " 05/02/2021 16:58,\n", + " \n", + "
    \n", + "
  • PAMP
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 125,00
    • \n", + "
  • \n", + " 37.433,00
    • \n", + "
  • 05/02/2021 16:58
    • \n", + "
  • \n", + "
    \n", + "
    Ver más
    \n", + "
    \n", + "
    • \n", + "
\n", + " ,\n", + " COME ,\n", + " \n", + " COMC2.80FE\n", + " ,\n", + " Call ,\n", + " 19/02/2021 ,\n", + " \n", + " \n", + " 2.80\n", + " ,\n", + " 0,03 ,\n", + " -31,710%
0,01,\n", + " 0,00,\n", + " 0,00,\n", + " 1,00,\n", + " 2.336,00,\n", + " 10.799,00,\n", + " \n", + " 34.524,00 ,\n", + " 05/02/2021 16:51,\n", + " \n", + "
    \n", + "
  • COME
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 1,00
    • \n", + "
  • 2.336,00
    • \n", + "
  • 10.799,00
    • \n", + "
  • \n", + " 34.524,00
    • \n", + "
  • 05/02/2021 16:51
    • \n", + "
  • \n", + "
    \n", + "
    Ver más
    \n", + "
    \n", + "
    • \n", + "
\n", + " ,\n", + " AGRO ,\n", + " \n", + " AGRC12.0FE\n", + " ,\n", + " Call ,\n", + " 19/02/2021 ,\n", + " \n", + " \n", + " 12.0\n", + " ,\n", + " 9,00 ,\n", + " 0,000%
0,00,\n", + " 5,00,\n", + " 8,00,\n", + " 0,00,\n", + " 0,00,\n", + " 36,00,\n", + " \n", + " 32.349,00 ,\n", + " 05/02/2021 16:59,\n", + " \n", + "
    \n", + "
  • AGRO
    • \n", + "
  • 5,00
    • \n", + "
  • 8,00
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 36,00
    • \n", + "
  • \n", + " 32.349,00
    • \n", + "
  • 05/02/2021 16:59
    • \n", + "
  • \n", + "
    \n", + "
    Ver más
    \n", + "
    \n", + "
    • \n", + "
\n", + " ,\n", + " COME ,\n", + " \n", + " COMC2.70FE\n", + " ,\n", + " Call ,\n", + " 19/02/2021 ,\n", + " \n", + " \n", + " 2.70\n", + " ,\n", + " 0,05 ,\n", + " -37,500%
0,03,\n", + " 0,00,\n", + " 0,00,\n", + " 1,00,\n", + " 749,00,\n", + " 5.218,00,\n", + " \n", + " 31.479,00 ,\n", + " 05/02/2021 16:59,\n", + " \n", + "
    \n", + "
  • COME
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 1,00
    • \n", + "
  • 749,00
    • \n", + "
  • 5.218,00
    • \n", + "
  • \n", + " 31.479,00
    • \n", + "
  • 05/02/2021 16:59
    • \n", + "
  • \n", + "
    \n", + "
    Ver más
    \n", + "
    \n", + "
    • \n", + "
\n", + " ,\n", + " GGAL ,\n", + " \n", + " GFGC200.JU\n", + " ,\n", + " Call ,\n", + " 18/06/2021 ,\n", + " \n", + " \n", + " 200\n", + " ,\n", + " 2,00 ,\n", + " 5,320%
0,10,\n", + " 0,00,\n", + " 0,00,\n", + " 2,50,\n", + " 50,00,\n", + " 150,00,\n", + " \n", + " 29.800,00 ,\n", + " 05/02/2021 13:21,\n", + " \n", + "
    \n", + "
  • GGAL
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 2,50
    • \n", + "
  • 50,00
    • \n", + "
  • 150,00
    • \n", + "
  • \n", + " 29.800,00
    • \n", + "
  • 05/02/2021 13:21
    • \n", + "
  • \n", + "
    \n", + "
    Ver más
    \n", + "
    \n", + "
    • \n", + "
\n", + " ,\n", + " CRES ,\n", + " \n", + " CREC80.0AB\n", + " ,\n", + " Call ,\n", + " 16/04/2021 ,\n", + " \n", + " \n", + " 80.0\n", + " ,\n", + " 8,80 ,\n", + " 10,000%
0,80,\n", + " 6,00,\n", + " 6,00,\n", + " 12,00,\n", + " 12,00,\n", + " 31,00,\n", + " \n", + " 28.660,00 ,\n", + " 05/02/2021 16:30,\n", + " \n", + "
    \n", + "
  • CRES
    • \n", + "
  • 6,00
    • \n", + "
  • 6,00
    • \n", + "
  • 12,00
    • \n", + "
  • 12,00
    • \n", + "
  • 31,00
    • \n", + "
  • \n", + " 28.660,00
    • \n", + "
  • 05/02/2021 16:30
    • \n", + "
  • \n", + "
    \n", + "
    Ver más
    \n", + "
    \n", + "
    • \n", + "
\n", + " ,\n", + " PAMP ,\n", + " \n", + " PAMC83.0AB\n", + " ,\n", + " Call ,\n", + " 16/04/2021 ,\n", + " \n", + " \n", + " 83.0\n", + " ,\n", + " 14,50 ,\n", + " 0,000%
0,00,\n", + " 0,00,\n", + " 0,00,\n", + " 0,00,\n", + " 0,00,\n", + " 19,00,\n", + " \n", + " 27.550,00 ,\n", + " 05/02/2021 11:49,\n", + " \n", + "
    \n", + "
  • PAMP
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 0,00
    • \n", + "
  • 19,00
    • \n", + "
  • \n", + " 27.550,00
    • \n", + "
  • 05/02/2021 11:49
    • \n", + "
  • \n", + "
    \n", + "
    Ver más
    \n", + "
    \n", + "
    • \n", + "
\n", + " ,\n", + " GGAL ,\n", + " \n", + " GFGV123.AB\n", + " ,\n", + " Put ,\n", + " 16/04/2021 ,\n", + " \n", + " \n", + " 123\n", + " ,\n", + " 5,00 ,\n", + " -20,000%
1,25,\n", + " 0,00,\n", + " 0,00,\n", + " 0,00,\n", + " ...]" + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "columns_body" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "15\n", + "30\n", + "45\n", + "60\n", + "75\n", + "90\n", + "105\n", + "120\n", + "135\n", + "150\n", + "165\n", + "180\n", + "195\n", + "210\n", + "225\n", + "240\n", + "255\n", + "270\n", + "285\n", + "300\n", + "315\n", + "330\n", + "345\n", + "360\n", + "375\n", + "390\n", + "405\n", + "420\n", + "435\n", + "450\n", + "465\n", + "480\n", + "495\n", + "510\n", + "525\n", + "540\n", + "555\n", + "570\n", + "585\n", + "600\n", + "615\n", + "630\n", + "645\n", + "660\n", + "675\n", + "690\n", + "705\n", + "720\n", + "735\n", + "750\n", + "765\n", + "780\n", + "795\n", + "810\n", + "825\n", + "840\n", + "855\n", + "870\n", + "885\n", + "900\n", + "915\n", + "930\n", + "945\n", + "960\n", + "975\n", + "990\n", + "1005\n", + "1020\n", + "1035\n", + "1050\n", + "1065\n", + "1080\n", + "1095\n", + "1110\n", + "1125\n", + "1140\n", + "1155\n", + "1170\n", + "1185\n", + "1200\n", + "1215\n", + "1230\n", + "1245\n", + "1260\n", + "1275\n", + "1290\n", + "1305\n", + "1320\n", + "1335\n", + "1350\n", + "1365\n", + "1380\n", + "1395\n", + "1410\n", + "1425\n", + "1440\n", + "1455\n", + "1470\n", + "1485\n", + "1500\n", + "1515\n", + "1530\n", + "1545\n", + "1560\n", + "1575\n", + "1590\n", + "1605\n", + "1620\n", + "1635\n", + "1650\n", + "1665\n", + "1680\n", + "1695\n", + "1710\n", + "1725\n", + "1740\n", + "1755\n", + "1770\n", + "1785\n", + "1800\n", + "1815\n", + "1830\n", + "1845\n", + "1860\n", + "1875\n", + "1890\n", + "1905\n", + "1920\n", + "1935\n", + "1950\n", + "1965\n", + "1980\n", + "1995\n", + "2010\n", + "2025\n", + "2040\n", + "2055\n", + "2070\n", + "2085\n", + "2100\n", + "2115\n", + "2130\n", + "2145\n", + "2160\n", + "2175\n", + "2190\n", + "2205\n", + "2220\n", + "2235\n", + "2250\n", + "2265\n", + "2280\n", + "2295\n", + "2310\n", + "2325\n", + "2340\n", + "2355\n", + "2370\n", + "2385\n", + "2400\n", + "2415\n", + "2430\n", + "2445\n", + "2460\n", + "2475\n", + "2490\n", + "2505\n", + "2520\n", + "2535\n", + "2550\n", + "2565\n", + "2580\n", + "2595\n", + "2610\n", + "2625\n", + "2640\n", + "2655\n", + "2670\n", + "2685\n", + "2700\n", + "2715\n", + "2730\n", + "2745\n", + "2760\n", + "2775\n", + "2790\n", + "2805\n", + "2820\n", + "2835\n", + "2850\n", + "2865\n", + "2880\n", + "2895\n", + "2910\n", + "2925\n", + "2940\n", + "2955\n", + "2970\n", + "2985\n", + "3000\n", + "3015\n", + "3030\n", + "3045\n", + "3060\n", + "3075\n", + "3090\n", + "3105\n", + "3120\n", + "3135\n", + "3150\n", + "3165\n", + "3180\n", + "3195\n", + "3210\n", + "3225\n", + "3240\n", + "3255\n", + "3270\n", + "3285\n", + "3300\n", + "3315\n", + "3330\n", + "3345\n", + "3360\n", + "3375\n", + "3390\n", + "3405\n", + "3420\n", + "3435\n", + "3450\n", + "3465\n", + "3480\n", + "3495\n", + "3510\n", + "3525\n" + ] + } + ], + "source": [ + "for a in range(15, len(columns_body),15):\n", + " print(a)" ] }, { From 21677884d0da3771c4f2650c62544134ec0d61eb Mon Sep 17 00:00:00 2001 From: purohr Date: Sun, 7 Feb 2021 23:40:24 -0500 Subject: [PATCH 07/10] Se pone el index 'Especie' en el dataframe --- .../soluciones 002/Puroh_002.ipynb | 979 ++++++++++++------ 1 file changed, 661 insertions(+), 318 deletions(-) diff --git a/002 Leer datos de una web - Scrapping/soluciones 002/Puroh_002.ipynb b/002 Leer datos de una web - Scrapping/soluciones 002/Puroh_002.ipynb index d5764e4..231c255 100644 --- a/002 Leer datos de una web - Scrapping/soluciones 002/Puroh_002.ipynb +++ b/002 Leer datos de una web - Scrapping/soluciones 002/Puroh_002.ipynb @@ -76,7 +76,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 86, "metadata": {}, "outputs": [ { @@ -84,40 +84,40 @@ "output_type": "stream", "text": [ "\n", - "RangeIndex: 462 entries, 0 to 461\n", + "RangeIndex: 472 entries, 0 to 471\n", "Data columns (total 30 columns):\n", - "Subyacente 462 non-null object\n", - "Especie 462 non-null object\n", - "Tipo 462 non-null object\n", - "Vencimiento 462 non-null object\n", - "Precio ejercicio 462 non-null object\n", - "Último precio (prima) 462 non-null object\n", - "Variación 462 non-null object\n", - "Cant. compra 462 non-null object\n", - "Precio compra 462 non-null object\n", - "Precio venta 462 non-null object\n", - "Cant. venta 462 non-null object\n", - "Volumen (lotes) 462 non-null object\n", - "Volumen (monto) 462 non-null object\n", - "Hora 462 non-null object\n", - "Unnamed: 14 231 non-null object\n", - "Unnamed: 15 231 non-null object\n", - "Unnamed: 16 231 non-null object\n", - "Unnamed: 17 231 non-null object\n", - "Unnamed: 18 231 non-null object\n", - "Unnamed: 19 231 non-null object\n", - "Unnamed: 20 231 non-null object\n", - "Unnamed: 21 231 non-null object\n", - "Unnamed: 22 231 non-null object\n", - "Unnamed: 23 231 non-null object\n", - "Unnamed: 24 231 non-null object\n", - "Unnamed: 25 231 non-null object\n", - "Unnamed: 26 231 non-null object\n", - "Unnamed: 27 231 non-null object\n", - "Unnamed: 28 231 non-null object\n", - "Unnamed: 29 231 non-null object\n", + "Subyacente 472 non-null object\n", + "Especie 472 non-null object\n", + "Tipo 472 non-null object\n", + "Vencimiento 472 non-null object\n", + "Precio ejercicio 472 non-null object\n", + "Último precio (prima) 472 non-null object\n", + "Variación 472 non-null object\n", + "Cant. compra 472 non-null object\n", + "Precio compra 472 non-null object\n", + "Precio venta 472 non-null object\n", + "Cant. venta 472 non-null object\n", + "Volumen (lotes) 472 non-null object\n", + "Volumen (monto) 472 non-null object\n", + "Hora 472 non-null object\n", + "Unnamed: 14 236 non-null object\n", + "Unnamed: 15 236 non-null object\n", + "Unnamed: 16 236 non-null object\n", + "Unnamed: 17 236 non-null object\n", + "Unnamed: 18 236 non-null object\n", + "Unnamed: 19 236 non-null object\n", + "Unnamed: 20 236 non-null object\n", + "Unnamed: 21 236 non-null object\n", + "Unnamed: 22 236 non-null object\n", + "Unnamed: 23 236 non-null object\n", + "Unnamed: 24 236 non-null object\n", + "Unnamed: 25 236 non-null object\n", + "Unnamed: 26 236 non-null object\n", + "Unnamed: 27 236 non-null object\n", + "Unnamed: 28 236 non-null object\n", + "Unnamed: 29 236 non-null object\n", "dtypes: object(30)\n", - "memory usage: 108.4+ KB\n" + "memory usage: 110.8+ KB\n" ] } ], @@ -128,7 +128,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 87, "metadata": {}, "outputs": [ { @@ -177,38 +177,38 @@ " \n", " \n", " \n", - " 457\n", - " BMA 0,00 0,00 0,00 0,00 2,00 1.300,00 11...\n", - " BMA 0,00 0,00 0,00 0,00 2,00 1.300,00 11...\n", - " BMA 0,00 0,00 0,00 0,00 2,00 1.300,00 11...\n", - " BMA 0,00 0,00 0,00 0,00 2,00 1.300,00 11...\n", - " BMA 0,00 0,00 0,00 0,00 2,00 1.300,00 11...\n", - " BMA 0,00 0,00 0,00 0,00 2,00 1.300,00 11...\n", - " BMA 0,00 0,00 0,00 0,00 2,00 1.300,00 11...\n", - " BMA 0,00 0,00 0,00 0,00 2,00 1.300,00 11...\n", - " BMA 0,00 0,00 0,00 0,00 2,00 1.300,00 11...\n", - " BMA 0,00 0,00 0,00 0,00 2,00 1.300,00 11...\n", + " 467\n", + " YPFD 0,00 0,00 0,00 0,00 1,00 8.000,00 1...\n", + " YPFD 0,00 0,00 0,00 0,00 1,00 8.000,00 1...\n", + " YPFD 0,00 0,00 0,00 0,00 1,00 8.000,00 1...\n", + " YPFD 0,00 0,00 0,00 0,00 1,00 8.000,00 1...\n", + " YPFD 0,00 0,00 0,00 0,00 1,00 8.000,00 1...\n", + " YPFD 0,00 0,00 0,00 0,00 1,00 8.000,00 1...\n", + " YPFD 0,00 0,00 0,00 0,00 1,00 8.000,00 1...\n", + " YPFD 0,00 0,00 0,00 0,00 1,00 8.000,00 1...\n", + " YPFD 0,00 0,00 0,00 0,00 1,00 8.000,00 1...\n", + " YPFD 0,00 0,00 0,00 0,00 1,00 8.000,00 1...\n", " ...\n", - " BMA 0,00 0,00 0,00 0,00 2,00 1.300,00 11...\n", - " BMA 0,00 0,00 0,00 0,00 2,00 1.300,00 11...\n", - " BMA 0,00 0,00 0,00 0,00 2,00 1.300,00 11...\n", - " BMA 0,00 0,00 0,00 0,00 2,00 1.300,00 11...\n", - " BMA 0,00 0,00 0,00 0,00 2,00 1.300,00 11...\n", - " BMA 0,00 0,00 0,00 0,00 2,00 1.300,00 11...\n", - " BMA 0,00 0,00 0,00 0,00 2,00 1.300,00 11...\n", - " BMA 0,00 0,00 0,00 0,00 2,00 1.300,00 11...\n", - " BMA 0,00 0,00 0,00 0,00 2,00 1.300,00 11...\n", - " BMA 0,00 0,00 0,00 0,00 2,00 1.300,00 11...\n", + " YPFD 0,00 0,00 0,00 0,00 1,00 8.000,00 1...\n", + " YPFD 0,00 0,00 0,00 0,00 1,00 8.000,00 1...\n", + " YPFD 0,00 0,00 0,00 0,00 1,00 8.000,00 1...\n", + " YPFD 0,00 0,00 0,00 0,00 1,00 8.000,00 1...\n", + " YPFD 0,00 0,00 0,00 0,00 1,00 8.000,00 1...\n", + " YPFD 0,00 0,00 0,00 0,00 1,00 8.000,00 1...\n", + " YPFD 0,00 0,00 0,00 0,00 1,00 8.000,00 1...\n", + " YPFD 0,00 0,00 0,00 0,00 1,00 8.000,00 1...\n", + " YPFD 0,00 0,00 0,00 0,00 1,00 8.000,00 1...\n", + " YPFD 0,00 0,00 0,00 0,00 1,00 8.000,00 1...\n", " \n", " \n", - " 458\n", - " CRES\n", - " CREV58.0FE\n", - " Put\n", - " 19/02/2021\n", - " 58.0\n", - " 400\n", - " 0,000%0,00\n", + " 468\n", + " GGAL\n", + " GFGC140.EN\n", + " Call\n", + " 21/01/2022\n", + " 140\n", + " 004\n", + " -21,570%0,01\n", " 000\n", " 000\n", " 000\n", @@ -225,38 +225,38 @@ " NaN\n", " \n", " \n", - " 459\n", - " CRES 0,00 0,00 0,00 0,00 14,00 5.600,00 ...\n", - " CRES 0,00 0,00 0,00 0,00 14,00 5.600,00 ...\n", - " CRES 0,00 0,00 0,00 0,00 14,00 5.600,00 ...\n", - " CRES 0,00 0,00 0,00 0,00 14,00 5.600,00 ...\n", - " CRES 0,00 0,00 0,00 0,00 14,00 5.600,00 ...\n", - " CRES 0,00 0,00 0,00 0,00 14,00 5.600,00 ...\n", - " CRES 0,00 0,00 0,00 0,00 14,00 5.600,00 ...\n", - " CRES 0,00 0,00 0,00 0,00 14,00 5.600,00 ...\n", - " CRES 0,00 0,00 0,00 0,00 14,00 5.600,00 ...\n", - " CRES 0,00 0,00 0,00 0,00 14,00 5.600,00 ...\n", + " 469\n", + " GGAL 0,00 0,00 0,00 0,00 427,00 1.708,00...\n", + " GGAL 0,00 0,00 0,00 0,00 427,00 1.708,00...\n", + " GGAL 0,00 0,00 0,00 0,00 427,00 1.708,00...\n", + " GGAL 0,00 0,00 0,00 0,00 427,00 1.708,00...\n", + " GGAL 0,00 0,00 0,00 0,00 427,00 1.708,00...\n", + " GGAL 0,00 0,00 0,00 0,00 427,00 1.708,00...\n", + " GGAL 0,00 0,00 0,00 0,00 427,00 1.708,00...\n", + " GGAL 0,00 0,00 0,00 0,00 427,00 1.708,00...\n", + " GGAL 0,00 0,00 0,00 0,00 427,00 1.708,00...\n", + " GGAL 0,00 0,00 0,00 0,00 427,00 1.708,00...\n", " ...\n", - " CRES 0,00 0,00 0,00 0,00 14,00 5.600,00 ...\n", - " CRES 0,00 0,00 0,00 0,00 14,00 5.600,00 ...\n", - " CRES 0,00 0,00 0,00 0,00 14,00 5.600,00 ...\n", - " CRES 0,00 0,00 0,00 0,00 14,00 5.600,00 ...\n", - " CRES 0,00 0,00 0,00 0,00 14,00 5.600,00 ...\n", - " CRES 0,00 0,00 0,00 0,00 14,00 5.600,00 ...\n", - " CRES 0,00 0,00 0,00 0,00 14,00 5.600,00 ...\n", - " CRES 0,00 0,00 0,00 0,00 14,00 5.600,00 ...\n", - " CRES 0,00 0,00 0,00 0,00 14,00 5.600,00 ...\n", - " CRES 0,00 0,00 0,00 0,00 14,00 5.600,00 ...\n", + " GGAL 0,00 0,00 0,00 0,00 427,00 1.708,00...\n", + " GGAL 0,00 0,00 0,00 0,00 427,00 1.708,00...\n", + " GGAL 0,00 0,00 0,00 0,00 427,00 1.708,00...\n", + " GGAL 0,00 0,00 0,00 0,00 427,00 1.708,00...\n", + " GGAL 0,00 0,00 0,00 0,00 427,00 1.708,00...\n", + " GGAL 0,00 0,00 0,00 0,00 427,00 1.708,00...\n", + " GGAL 0,00 0,00 0,00 0,00 427,00 1.708,00...\n", + " GGAL 0,00 0,00 0,00 0,00 427,00 1.708,00...\n", + " GGAL 0,00 0,00 0,00 0,00 427,00 1.708,00...\n", + " GGAL 0,00 0,00 0,00 0,00 427,00 1.708,00...\n", " \n", " \n", - " 460\n", - " ALUA\n", - " ALUV45.0FE\n", - " Put\n", + " 470\n", + " BMA\n", + " BMAC250.FE\n", + " Call\n", " 19/02/2021\n", - " 45.0\n", - " 050\n", - " -50,000%0,50\n", + " 250\n", + " 600\n", + " 0,000%0,00\n", " 000\n", " 000\n", " 000\n", @@ -273,28 +273,28 @@ " NaN\n", " \n", " \n", - " 461\n", - " ALUA 0,00 0,00 0,00 0,00 6,00 300,00 07/...\n", - " ALUA 0,00 0,00 0,00 0,00 6,00 300,00 07/...\n", - " ALUA 0,00 0,00 0,00 0,00 6,00 300,00 07/...\n", - " ALUA 0,00 0,00 0,00 0,00 6,00 300,00 07/...\n", - " ALUA 0,00 0,00 0,00 0,00 6,00 300,00 07/...\n", - " ALUA 0,00 0,00 0,00 0,00 6,00 300,00 07/...\n", - " ALUA 0,00 0,00 0,00 0,00 6,00 300,00 07/...\n", - " ALUA 0,00 0,00 0,00 0,00 6,00 300,00 07/...\n", - " ALUA 0,00 0,00 0,00 0,00 6,00 300,00 07/...\n", - " ALUA 0,00 0,00 0,00 0,00 6,00 300,00 07/...\n", + " 471\n", + " BMA 0,00 0,00 0,00 0,00 2,00 1.300,00 11...\n", + " BMA 0,00 0,00 0,00 0,00 2,00 1.300,00 11...\n", + " BMA 0,00 0,00 0,00 0,00 2,00 1.300,00 11...\n", + " BMA 0,00 0,00 0,00 0,00 2,00 1.300,00 11...\n", + " BMA 0,00 0,00 0,00 0,00 2,00 1.300,00 11...\n", + " BMA 0,00 0,00 0,00 0,00 2,00 1.300,00 11...\n", + " BMA 0,00 0,00 0,00 0,00 2,00 1.300,00 11...\n", + " BMA 0,00 0,00 0,00 0,00 2,00 1.300,00 11...\n", + " BMA 0,00 0,00 0,00 0,00 2,00 1.300,00 11...\n", + " BMA 0,00 0,00 0,00 0,00 2,00 1.300,00 11...\n", " ...\n", - " ALUA 0,00 0,00 0,00 0,00 6,00 300,00 07/...\n", - " ALUA 0,00 0,00 0,00 0,00 6,00 300,00 07/...\n", - " ALUA 0,00 0,00 0,00 0,00 6,00 300,00 07/...\n", - " ALUA 0,00 0,00 0,00 0,00 6,00 300,00 07/...\n", - " ALUA 0,00 0,00 0,00 0,00 6,00 300,00 07/...\n", - " ALUA 0,00 0,00 0,00 0,00 6,00 300,00 07/...\n", - " ALUA 0,00 0,00 0,00 0,00 6,00 300,00 07/...\n", - " ALUA 0,00 0,00 0,00 0,00 6,00 300,00 07/...\n", - " ALUA 0,00 0,00 0,00 0,00 6,00 300,00 07/...\n", - " ALUA 0,00 0,00 0,00 0,00 6,00 300,00 07/...\n", + " BMA 0,00 0,00 0,00 0,00 2,00 1.300,00 11...\n", + " BMA 0,00 0,00 0,00 0,00 2,00 1.300,00 11...\n", + " BMA 0,00 0,00 0,00 0,00 2,00 1.300,00 11...\n", + " BMA 0,00 0,00 0,00 0,00 2,00 1.300,00 11...\n", + " BMA 0,00 0,00 0,00 0,00 2,00 1.300,00 11...\n", + " BMA 0,00 0,00 0,00 0,00 2,00 1.300,00 11...\n", + " BMA 0,00 0,00 0,00 0,00 2,00 1.300,00 11...\n", + " BMA 0,00 0,00 0,00 0,00 2,00 1.300,00 11...\n", + " BMA 0,00 0,00 0,00 0,00 2,00 1.300,00 11...\n", + " BMA 0,00 0,00 0,00 0,00 2,00 1.300,00 11...\n", " \n", " \n", "\n", @@ -303,149 +303,149 @@ ], "text/plain": [ " Subyacente \\\n", - "457 BMA 0,00 0,00 0,00 0,00 2,00 1.300,00 11... \n", - "458 CRES \n", - "459 CRES 0,00 0,00 0,00 0,00 14,00 5.600,00 ... \n", - "460 ALUA \n", - "461 ALUA 0,00 0,00 0,00 0,00 6,00 300,00 07/... \n", + "467 YPFD 0,00 0,00 0,00 0,00 1,00 8.000,00 1... \n", + "468 GGAL \n", + "469 GGAL 0,00 0,00 0,00 0,00 427,00 1.708,00... \n", + "470 BMA \n", + "471 BMA 0,00 0,00 0,00 0,00 2,00 1.300,00 11... \n", "\n", " Especie \\\n", - "457 BMA 0,00 0,00 0,00 0,00 2,00 1.300,00 11... \n", - "458 CREV58.0FE \n", - "459 CRES 0,00 0,00 0,00 0,00 14,00 5.600,00 ... \n", - "460 ALUV45.0FE \n", - "461 ALUA 0,00 0,00 0,00 0,00 6,00 300,00 07/... \n", + "467 YPFD 0,00 0,00 0,00 0,00 1,00 8.000,00 1... \n", + "468 GFGC140.EN \n", + "469 GGAL 0,00 0,00 0,00 0,00 427,00 1.708,00... \n", + "470 BMAC250.FE \n", + "471 BMA 0,00 0,00 0,00 0,00 2,00 1.300,00 11... \n", "\n", " Tipo \\\n", - "457 BMA 0,00 0,00 0,00 0,00 2,00 1.300,00 11... \n", - "458 Put \n", - "459 CRES 0,00 0,00 0,00 0,00 14,00 5.600,00 ... \n", - "460 Put \n", - "461 ALUA 0,00 0,00 0,00 0,00 6,00 300,00 07/... \n", + "467 YPFD 0,00 0,00 0,00 0,00 1,00 8.000,00 1... \n", + "468 Call \n", + "469 GGAL 0,00 0,00 0,00 0,00 427,00 1.708,00... \n", + "470 Call \n", + "471 BMA 0,00 0,00 0,00 0,00 2,00 1.300,00 11... \n", "\n", " Vencimiento \\\n", - "457 BMA 0,00 0,00 0,00 0,00 2,00 1.300,00 11... \n", - "458 19/02/2021 \n", - "459 CRES 0,00 0,00 0,00 0,00 14,00 5.600,00 ... \n", - "460 19/02/2021 \n", - "461 ALUA 0,00 0,00 0,00 0,00 6,00 300,00 07/... \n", + "467 YPFD 0,00 0,00 0,00 0,00 1,00 8.000,00 1... \n", + "468 21/01/2022 \n", + "469 GGAL 0,00 0,00 0,00 0,00 427,00 1.708,00... \n", + "470 19/02/2021 \n", + "471 BMA 0,00 0,00 0,00 0,00 2,00 1.300,00 11... \n", "\n", " Precio ejercicio \\\n", - "457 BMA 0,00 0,00 0,00 0,00 2,00 1.300,00 11... \n", - "458 58.0 \n", - "459 CRES 0,00 0,00 0,00 0,00 14,00 5.600,00 ... \n", - "460 45.0 \n", - "461 ALUA 0,00 0,00 0,00 0,00 6,00 300,00 07/... \n", + "467 YPFD 0,00 0,00 0,00 0,00 1,00 8.000,00 1... \n", + "468 140 \n", + "469 GGAL 0,00 0,00 0,00 0,00 427,00 1.708,00... \n", + "470 250 \n", + "471 BMA 0,00 0,00 0,00 0,00 2,00 1.300,00 11... \n", "\n", " Último precio (prima) \\\n", - "457 BMA 0,00 0,00 0,00 0,00 2,00 1.300,00 11... \n", - "458 400 \n", - "459 CRES 0,00 0,00 0,00 0,00 14,00 5.600,00 ... \n", - "460 050 \n", - "461 ALUA 0,00 0,00 0,00 0,00 6,00 300,00 07/... \n", + "467 YPFD 0,00 0,00 0,00 0,00 1,00 8.000,00 1... \n", + "468 004 \n", + "469 GGAL 0,00 0,00 0,00 0,00 427,00 1.708,00... \n", + "470 600 \n", + "471 BMA 0,00 0,00 0,00 0,00 2,00 1.300,00 11... \n", "\n", " Variación \\\n", - "457 BMA 0,00 0,00 0,00 0,00 2,00 1.300,00 11... \n", - "458 0,000%0,00 \n", - "459 CRES 0,00 0,00 0,00 0,00 14,00 5.600,00 ... \n", - "460 -50,000%0,50 \n", - "461 ALUA 0,00 0,00 0,00 0,00 6,00 300,00 07/... \n", + "467 YPFD 0,00 0,00 0,00 0,00 1,00 8.000,00 1... \n", + "468 -21,570%0,01 \n", + "469 GGAL 0,00 0,00 0,00 0,00 427,00 1.708,00... \n", + "470 0,000%0,00 \n", + "471 BMA 0,00 0,00 0,00 0,00 2,00 1.300,00 11... \n", "\n", " Cant. compra \\\n", - "457 BMA 0,00 0,00 0,00 0,00 2,00 1.300,00 11... \n", - "458 000 \n", - "459 CRES 0,00 0,00 0,00 0,00 14,00 5.600,00 ... \n", - "460 000 \n", - "461 ALUA 0,00 0,00 0,00 0,00 6,00 300,00 07/... \n", + "467 YPFD 0,00 0,00 0,00 0,00 1,00 8.000,00 1... \n", + "468 000 \n", + "469 GGAL 0,00 0,00 0,00 0,00 427,00 1.708,00... \n", + "470 000 \n", + "471 BMA 0,00 0,00 0,00 0,00 2,00 1.300,00 11... \n", "\n", " Precio compra \\\n", - "457 BMA 0,00 0,00 0,00 0,00 2,00 1.300,00 11... \n", - "458 000 \n", - "459 CRES 0,00 0,00 0,00 0,00 14,00 5.600,00 ... \n", - "460 000 \n", - "461 ALUA 0,00 0,00 0,00 0,00 6,00 300,00 07/... \n", + "467 YPFD 0,00 0,00 0,00 0,00 1,00 8.000,00 1... \n", + "468 000 \n", + "469 GGAL 0,00 0,00 0,00 0,00 427,00 1.708,00... \n", + "470 000 \n", + "471 BMA 0,00 0,00 0,00 0,00 2,00 1.300,00 11... \n", "\n", " Precio venta ... \\\n", - "457 BMA 0,00 0,00 0,00 0,00 2,00 1.300,00 11... ... \n", - "458 000 ... \n", - "459 CRES 0,00 0,00 0,00 0,00 14,00 5.600,00 ... ... \n", - "460 000 ... \n", - "461 ALUA 0,00 0,00 0,00 0,00 6,00 300,00 07/... ... \n", + "467 YPFD 0,00 0,00 0,00 0,00 1,00 8.000,00 1... ... \n", + "468 000 ... \n", + "469 GGAL 0,00 0,00 0,00 0,00 427,00 1.708,00... ... \n", + "470 000 ... \n", + "471 BMA 0,00 0,00 0,00 0,00 2,00 1.300,00 11... ... \n", "\n", " Unnamed: 20 \\\n", - "457 BMA 0,00 0,00 0,00 0,00 2,00 1.300,00 11... \n", - "458 NaN \n", - "459 CRES 0,00 0,00 0,00 0,00 14,00 5.600,00 ... \n", - "460 NaN \n", - "461 ALUA 0,00 0,00 0,00 0,00 6,00 300,00 07/... \n", + "467 YPFD 0,00 0,00 0,00 0,00 1,00 8.000,00 1... \n", + "468 NaN \n", + "469 GGAL 0,00 0,00 0,00 0,00 427,00 1.708,00... \n", + "470 NaN \n", + "471 BMA 0,00 0,00 0,00 0,00 2,00 1.300,00 11... \n", "\n", " Unnamed: 21 \\\n", - "457 BMA 0,00 0,00 0,00 0,00 2,00 1.300,00 11... \n", - "458 NaN \n", - "459 CRES 0,00 0,00 0,00 0,00 14,00 5.600,00 ... \n", - "460 NaN \n", - "461 ALUA 0,00 0,00 0,00 0,00 6,00 300,00 07/... \n", + "467 YPFD 0,00 0,00 0,00 0,00 1,00 8.000,00 1... \n", + "468 NaN \n", + "469 GGAL 0,00 0,00 0,00 0,00 427,00 1.708,00... \n", + "470 NaN \n", + "471 BMA 0,00 0,00 0,00 0,00 2,00 1.300,00 11... \n", "\n", " Unnamed: 22 \\\n", - "457 BMA 0,00 0,00 0,00 0,00 2,00 1.300,00 11... \n", - "458 NaN \n", - "459 CRES 0,00 0,00 0,00 0,00 14,00 5.600,00 ... \n", - "460 NaN \n", - "461 ALUA 0,00 0,00 0,00 0,00 6,00 300,00 07/... \n", + "467 YPFD 0,00 0,00 0,00 0,00 1,00 8.000,00 1... \n", + "468 NaN \n", + "469 GGAL 0,00 0,00 0,00 0,00 427,00 1.708,00... \n", + "470 NaN \n", + "471 BMA 0,00 0,00 0,00 0,00 2,00 1.300,00 11... \n", "\n", " Unnamed: 23 \\\n", - "457 BMA 0,00 0,00 0,00 0,00 2,00 1.300,00 11... \n", - "458 NaN \n", - "459 CRES 0,00 0,00 0,00 0,00 14,00 5.600,00 ... \n", - "460 NaN \n", - "461 ALUA 0,00 0,00 0,00 0,00 6,00 300,00 07/... \n", + "467 YPFD 0,00 0,00 0,00 0,00 1,00 8.000,00 1... \n", + "468 NaN \n", + "469 GGAL 0,00 0,00 0,00 0,00 427,00 1.708,00... \n", + "470 NaN \n", + "471 BMA 0,00 0,00 0,00 0,00 2,00 1.300,00 11... \n", "\n", " Unnamed: 24 \\\n", - "457 BMA 0,00 0,00 0,00 0,00 2,00 1.300,00 11... \n", - "458 NaN \n", - "459 CRES 0,00 0,00 0,00 0,00 14,00 5.600,00 ... \n", - "460 NaN \n", - "461 ALUA 0,00 0,00 0,00 0,00 6,00 300,00 07/... \n", + "467 YPFD 0,00 0,00 0,00 0,00 1,00 8.000,00 1... \n", + "468 NaN \n", + "469 GGAL 0,00 0,00 0,00 0,00 427,00 1.708,00... \n", + "470 NaN \n", + "471 BMA 0,00 0,00 0,00 0,00 2,00 1.300,00 11... \n", "\n", " Unnamed: 25 \\\n", - "457 BMA 0,00 0,00 0,00 0,00 2,00 1.300,00 11... \n", - "458 NaN \n", - "459 CRES 0,00 0,00 0,00 0,00 14,00 5.600,00 ... \n", - "460 NaN \n", - "461 ALUA 0,00 0,00 0,00 0,00 6,00 300,00 07/... \n", + "467 YPFD 0,00 0,00 0,00 0,00 1,00 8.000,00 1... \n", + "468 NaN \n", + "469 GGAL 0,00 0,00 0,00 0,00 427,00 1.708,00... \n", + "470 NaN \n", + "471 BMA 0,00 0,00 0,00 0,00 2,00 1.300,00 11... \n", "\n", " Unnamed: 26 \\\n", - "457 BMA 0,00 0,00 0,00 0,00 2,00 1.300,00 11... \n", - "458 NaN \n", - "459 CRES 0,00 0,00 0,00 0,00 14,00 5.600,00 ... \n", - "460 NaN \n", - "461 ALUA 0,00 0,00 0,00 0,00 6,00 300,00 07/... \n", + "467 YPFD 0,00 0,00 0,00 0,00 1,00 8.000,00 1... \n", + "468 NaN \n", + "469 GGAL 0,00 0,00 0,00 0,00 427,00 1.708,00... \n", + "470 NaN \n", + "471 BMA 0,00 0,00 0,00 0,00 2,00 1.300,00 11... \n", "\n", " Unnamed: 27 \\\n", - "457 BMA 0,00 0,00 0,00 0,00 2,00 1.300,00 11... \n", - "458 NaN \n", - "459 CRES 0,00 0,00 0,00 0,00 14,00 5.600,00 ... \n", - "460 NaN \n", - "461 ALUA 0,00 0,00 0,00 0,00 6,00 300,00 07/... \n", + "467 YPFD 0,00 0,00 0,00 0,00 1,00 8.000,00 1... \n", + "468 NaN \n", + "469 GGAL 0,00 0,00 0,00 0,00 427,00 1.708,00... \n", + "470 NaN \n", + "471 BMA 0,00 0,00 0,00 0,00 2,00 1.300,00 11... \n", "\n", " Unnamed: 28 \\\n", - "457 BMA 0,00 0,00 0,00 0,00 2,00 1.300,00 11... \n", - "458 NaN \n", - "459 CRES 0,00 0,00 0,00 0,00 14,00 5.600,00 ... \n", - "460 NaN \n", - "461 ALUA 0,00 0,00 0,00 0,00 6,00 300,00 07/... \n", + "467 YPFD 0,00 0,00 0,00 0,00 1,00 8.000,00 1... \n", + "468 NaN \n", + "469 GGAL 0,00 0,00 0,00 0,00 427,00 1.708,00... \n", + "470 NaN \n", + "471 BMA 0,00 0,00 0,00 0,00 2,00 1.300,00 11... \n", "\n", " Unnamed: 29 \n", - "457 BMA 0,00 0,00 0,00 0,00 2,00 1.300,00 11... \n", - "458 NaN \n", - "459 CRES 0,00 0,00 0,00 0,00 14,00 5.600,00 ... \n", - "460 NaN \n", - "461 ALUA 0,00 0,00 0,00 0,00 6,00 300,00 07/... \n", + "467 YPFD 0,00 0,00 0,00 0,00 1,00 8.000,00 1... \n", + "468 NaN \n", + "469 GGAL 0,00 0,00 0,00 0,00 427,00 1.708,00... \n", + "470 NaN \n", + "471 BMA 0,00 0,00 0,00 0,00 2,00 1.300,00 11... \n", "\n", "[5 rows x 30 columns]" ] }, - "execution_count": 4, + "execution_count": 87, "metadata": {}, "output_type": "execute_result" } @@ -469,7 +469,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 89, "metadata": {}, "outputs": [ { @@ -531,15 +531,15 @@ " Call\n", " 19/02/2021\n", " 123\n", - " 225\n", - " -10,890%0,27\n", + " 475\n", + " 18,900%0,76\n", " 000\n", " 000\n", - " 472\n", - " 3000\n", - " 22.59000\n", - " 5.824.92900\n", - " 03/02/2021 16:59\n", + " 700\n", + " 3100\n", + " 42.23300\n", + " 19.418.44000\n", + " 05/02/2021 16:59\n", " \n", " \n", " GFGC11881F\n", @@ -547,47 +547,47 @@ " Call\n", " 19/02/2021\n", " 11881\n", - " 400\n", - " -11,800%0,54\n", + " 815\n", + " 23,600%1,56\n", " 000\n", " 000\n", - " 2500\n", - " 400\n", - " 11.86400\n", - " 5.543.29500\n", - " 03/02/2021 17:00\n", + " 850\n", + " 300\n", + " 16.93700\n", + " 12.959.47100\n", + " 05/02/2021 16:59\n", " \n", " \n", - " GFGC105.FE\n", + " GFGC129.FE\n", " GGAL\n", " Call\n", " 19/02/2021\n", - " 105\n", - " 1560\n", - " -2,500%0,40\n", + " 129\n", + " 209\n", + " 21,790%0,37\n", " 000\n", " 000\n", - " 1900\n", - " 100\n", - " 1.04100\n", - " 1.704.97700\n", - " 03/02/2021 16:32\n", + " 400\n", + " 2000\n", + " 30.37600\n", + " 5.878.04900\n", + " 05/02/2021 16:59\n", " \n", " \n", - " GFGV11881F\n", + " GFGC12481F\n", " GGAL\n", - " Put\n", + " Call\n", " 19/02/2021\n", - " 11881\n", - " 320\n", - " -0,120%0,00\n", + " 12481\n", + " 380\n", + " 22,170%0,69\n", + " 000\n", + " 000\n", " 000\n", " 000\n", - " 350\n", - " 20000\n", - " 5.65000\n", - " 1.651.52700\n", - " 03/02/2021 16:59\n", + " 15.78000\n", + " 5.762.18700\n", + " 05/02/2021 16:59\n", " \n", " \n", " GFGC114.FE\n", @@ -595,15 +595,15 @@ " Call\n", " 19/02/2021\n", " 114\n", - " 700\n", - " -7,530%0,57\n", + " 1205\n", + " 12,280%1,32\n", " 000\n", " 000\n", - " 875\n", - " 200\n", - " 1.70900\n", - " 1.356.18000\n", - " 03/02/2021 16:59\n", + " 2000\n", + " 4000\n", + " 4.11500\n", + " 4.880.16000\n", + " 05/02/2021 16:55\n", " \n", " \n", " ...\n", @@ -622,6 +622,38 @@ " ...\n", " \n", " \n", + " TECV190.FE\n", + " TECO2\n", + " Put\n", + " 19/02/2021\n", + " 190\n", + " 500\n", + " 0,000%0,00\n", + " 000\n", + " 000\n", + " 000\n", + " 000\n", + " 1000\n", + " 5.00000\n", + " 12/01/2021 14:40\n", + " \n", + " \n", + " CEPV32.0AB\n", + " CEPU\n", + " Put\n", + " 16/04/2021\n", + " 32.0\n", + " 040\n", + " 0,000%0,00\n", + " 000\n", + " 000\n", + " 000\n", + " 000\n", + " 400\n", + " 16000\n", + " 12/01/2021 16:12\n", + " \n", + " \n", " YPFV760.FE\n", " YPFD\n", " Put\n", @@ -669,41 +701,9 @@ " 1.30000\n", " 11/01/2021 14:25\n", " \n", - " \n", - " CREV58.0FE\n", - " CRES\n", - " Put\n", - " 19/02/2021\n", - " 58.0\n", - " 400\n", - " 0,000%0,00\n", - " 000\n", - " 000\n", - " 000\n", - " 000\n", - " 1400\n", - " 5.60000\n", - " 08/01/2021 14:45\n", - " \n", - " \n", - " ALUV45.0FE\n", - " ALUA\n", - " Put\n", - " 19/02/2021\n", - " 45.0\n", - " 050\n", - " -50,000%0,50\n", - " 000\n", - " 000\n", - " 000\n", - " 000\n", - " 600\n", - " 30000\n", - " 07/01/2021 13:09\n", - " \n", " \n", "\n", - "

231 rows × 13 columns

\n", + "

236 rows × 13 columns

\n", "" ], "text/plain": [ @@ -711,68 +711,102 @@ "Especie \n", "GFGC123.FE GGAL Call 19/02/2021 123 \n", "GFGC11881F GGAL Call 19/02/2021 11881 \n", - "GFGC105.FE GGAL Call 19/02/2021 105 \n", - "GFGV11881F GGAL Put 19/02/2021 11881 \n", + "GFGC129.FE GGAL Call 19/02/2021 129 \n", + "GFGC12481F GGAL Call 19/02/2021 12481 \n", "GFGC114.FE GGAL Call 19/02/2021 114 \n", "... ... ... ... ... \n", + "TECV190.FE TECO2 Put 19/02/2021 190 \n", + "CEPV32.0AB CEPU Put 16/04/2021 32.0 \n", "YPFV760.FE YPFD Put 19/02/2021 760 \n", "GFGC140.EN GGAL Call 21/01/2022 140 \n", "BMAC250.FE BMA Call 19/02/2021 250 \n", - "CREV58.0FE CRES Put 19/02/2021 58.0 \n", - "ALUV45.0FE ALUA Put 19/02/2021 45.0 \n", "\n", " Último precio (prima) Variación Cant. compra Precio compra \\\n", "Especie \n", - "GFGC123.FE 225 -10,890%0,27 000 000 \n", - "GFGC11881F 400 -11,800%0,54 000 000 \n", - "GFGC105.FE 1560 -2,500%0,40 000 000 \n", - "GFGV11881F 320 -0,120%0,00 000 000 \n", - "GFGC114.FE 700 -7,530%0,57 000 000 \n", + "GFGC123.FE 475 18,900%0,76 000 000 \n", + "GFGC11881F 815 23,600%1,56 000 000 \n", + "GFGC129.FE 209 21,790%0,37 000 000 \n", + "GFGC12481F 380 22,170%0,69 000 000 \n", + "GFGC114.FE 1205 12,280%1,32 000 000 \n", "... ... ... ... ... \n", + "TECV190.FE 500 0,000%0,00 000 000 \n", + "CEPV32.0AB 040 0,000%0,00 000 000 \n", "YPFV760.FE 8000 0,000%0,00 000 000 \n", "GFGC140.EN 004 -21,570%0,01 000 000 \n", "BMAC250.FE 600 0,000%0,00 000 000 \n", - "CREV58.0FE 400 0,000%0,00 000 000 \n", - "ALUV45.0FE 050 -50,000%0,50 000 000 \n", "\n", " Precio venta Cant. venta Volumen (lotes) Volumen (monto) \\\n", "Especie \n", - "GFGC123.FE 472 3000 22.59000 5.824.92900 \n", - "GFGC11881F 2500 400 11.86400 5.543.29500 \n", - "GFGC105.FE 1900 100 1.04100 1.704.97700 \n", - "GFGV11881F 350 20000 5.65000 1.651.52700 \n", - "GFGC114.FE 875 200 1.70900 1.356.18000 \n", + "GFGC123.FE 700 3100 42.23300 19.418.44000 \n", + "GFGC11881F 850 300 16.93700 12.959.47100 \n", + "GFGC129.FE 400 2000 30.37600 5.878.04900 \n", + "GFGC12481F 000 000 15.78000 5.762.18700 \n", + "GFGC114.FE 2000 4000 4.11500 4.880.16000 \n", "... ... ... ... ... \n", + "TECV190.FE 000 000 1000 5.00000 \n", + "CEPV32.0AB 000 000 400 16000 \n", "YPFV760.FE 000 000 100 8.00000 \n", "GFGC140.EN 000 000 42700 1.70800 \n", "BMAC250.FE 000 000 200 1.30000 \n", - "CREV58.0FE 000 000 1400 5.60000 \n", - "ALUV45.0FE 000 000 600 30000 \n", "\n", " Hora \n", "Especie \n", - "GFGC123.FE 03/02/2021 16:59 \n", - "GFGC11881F 03/02/2021 17:00 \n", - "GFGC105.FE 03/02/2021 16:32 \n", - "GFGV11881F 03/02/2021 16:59 \n", - "GFGC114.FE 03/02/2021 16:59 \n", + "GFGC123.FE 05/02/2021 16:59 \n", + "GFGC11881F 05/02/2021 16:59 \n", + "GFGC129.FE 05/02/2021 16:59 \n", + "GFGC12481F 05/02/2021 16:59 \n", + "GFGC114.FE 05/02/2021 16:55 \n", "... ... \n", + "TECV190.FE 12/01/2021 14:40 \n", + "CEPV32.0AB 12/01/2021 16:12 \n", "YPFV760.FE 11/01/2021 12:03 \n", "GFGC140.EN 11/01/2021 14:56 \n", "BMAC250.FE 11/01/2021 14:25 \n", - "CREV58.0FE 08/01/2021 14:45 \n", - "ALUV45.0FE 07/01/2021 13:09 \n", "\n", - "[231 rows x 13 columns]" + "[236 rows x 13 columns]" ] }, - "execution_count": 22, + "execution_count": 89, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "df_list[0].iloc[lambda x: x.index % 2 == 0, :14].set_index('Especie')#,inplace = True)" + "df=df_list[0].iloc[lambda x: x.index % 2 == 0, :14].set_index('Especie')#,inplace = True)\n", + "df" + ] + }, + { + "cell_type": "code", + "execution_count": 90, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Subyacente object\n", + "Tipo object\n", + "Vencimiento object\n", + "Precio ejercicio object\n", + "Último precio (prima) object\n", + "Variación object\n", + "Cant. compra object\n", + "Precio compra object\n", + "Precio venta object\n", + "Cant. venta object\n", + "Volumen (lotes) object\n", + "Volumen (monto) object\n", + "Hora object\n", + "dtype: object" + ] + }, + "execution_count": 90, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.dtypes" ] }, { @@ -4249,7 +4283,7 @@ }, { "cell_type": "code", - "execution_count": 80, + "execution_count": 91, "metadata": {}, "outputs": [ { @@ -4525,13 +4559,322 @@ "[235 rows x 14 columns]" ] }, - "execution_count": 80, + "execution_count": 91, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df=pd.DataFrame(list_datos, columns=list_head_titles)#, index='Especie' )\n", + "df" + ] + }, + { + "cell_type": "code", + "execution_count": 95, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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SubyacenteTipoVencimientoPrecio ejercicioÚltimo precio (prima)VariaciónCant. compraPrecio compraPrecio ventaCant. ventaVolumen (lotes)Volumen (monto)Hora
Especie
GFGC11881FGGALCall19/02/2021118818,1523,600%1,560,000,008,503,0016.937,0012.959.471,0005/02/202116:59
GFGC129.FEGGALCall19/02/20211292,0921,790%0,370,000,004,0020,0030.376,005.878.049,0005/02/202116:59
GFGC12481FGGALCall19/02/2021124813,8022,170%0,690,000,000,000,0015.780,005.762.187,0005/02/202116:59
GFGC114.FEGGALCall19/02/202111412,0512,280%1,320,000,0020,0040,004.115,004.880.160,0005/02/202116:55
GFGC132.FEGGALCall19/02/20211321,3027,580%0,280,000,000,000,0039.268,004.553.676,0005/02/202116:59
..........................................
TECV190.FETECO2Put19/02/20211905,000,000%0,000,000,000,000,0010,005.000,0012/01/202114:40
CEPV32.0ABCEPUPut16/04/202132.00,400,000%0,000,000,000,000,004,00160,0012/01/202116:12
YPFV760.FEYPFDPut19/02/202176080,000,000%0,000,000,000,000,001,008.000,0011/01/202112:03
GFGC140.ENGGALCall21/01/20221400,04-21,570%0,010,000,000,000,00427,001.708,0011/01/202114:56
NaNNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNone
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235 rows × 13 columns

\n", + "
" + ], + "text/plain": [ + " Subyacente Tipo Vencimiento Precio ejercicio \\\n", + "Especie \n", + "GFGC11881F GGAL Call 19/02/2021 11881 \n", + "GFGC129.FE GGAL Call 19/02/2021 129 \n", + "GFGC12481F GGAL Call 19/02/2021 12481 \n", + "GFGC114.FE GGAL Call 19/02/2021 114 \n", + "GFGC132.FE GGAL Call 19/02/2021 132 \n", + "... ... ... ... ... \n", + "TECV190.FE TECO2 Put 19/02/2021 190 \n", + "CEPV32.0AB CEPU Put 16/04/2021 32.0 \n", + "YPFV760.FE YPFD Put 19/02/2021 760 \n", + "GFGC140.EN GGAL Call 21/01/2022 140 \n", + "NaN None None None None \n", + "\n", + " Último precio (prima) Variación Cant. compra Precio compra \\\n", + "Especie \n", + "GFGC11881F 8,15 23,600%1,56 0,00 0,00 \n", + "GFGC129.FE 2,09 21,790%0,37 0,00 0,00 \n", + "GFGC12481F 3,80 22,170%0,69 0,00 0,00 \n", + "GFGC114.FE 12,05 12,280%1,32 0,00 0,00 \n", + "GFGC132.FE 1,30 27,580%0,28 0,00 0,00 \n", + "... ... ... ... ... \n", + "TECV190.FE 5,00 0,000%0,00 0,00 0,00 \n", + "CEPV32.0AB 0,40 0,000%0,00 0,00 0,00 \n", + "YPFV760.FE 80,00 0,000%0,00 0,00 0,00 \n", + "GFGC140.EN 0,04 -21,570%0,01 0,00 0,00 \n", + "NaN None None None None \n", + "\n", + " Precio venta Cant. venta Volumen (lotes) Volumen (monto) \\\n", + "Especie \n", + "GFGC11881F 8,50 3,00 16.937,00 12.959.471,00 \n", + "GFGC129.FE 4,00 20,00 30.376,00 5.878.049,00 \n", + "GFGC12481F 0,00 0,00 15.780,00 5.762.187,00 \n", + "GFGC114.FE 20,00 40,00 4.115,00 4.880.160,00 \n", + "GFGC132.FE 0,00 0,00 39.268,00 4.553.676,00 \n", + "... ... ... ... ... \n", + "TECV190.FE 0,00 0,00 10,00 5.000,00 \n", + "CEPV32.0AB 0,00 0,00 4,00 160,00 \n", + "YPFV760.FE 0,00 0,00 1,00 8.000,00 \n", + "GFGC140.EN 0,00 0,00 427,00 1.708,00 \n", + "NaN None None None None \n", + "\n", + " Hora \n", + "Especie \n", + "GFGC11881F 05/02/202116:59 \n", + "GFGC129.FE 05/02/202116:59 \n", + "GFGC12481F 05/02/202116:59 \n", + "GFGC114.FE 05/02/202116:55 \n", + "GFGC132.FE 05/02/202116:59 \n", + "... ... \n", + "TECV190.FE 12/01/202114:40 \n", + "CEPV32.0AB 12/01/202116:12 \n", + "YPFV760.FE 11/01/202112:03 \n", + "GFGC140.EN 11/01/202114:56 \n", + "NaN None \n", + "\n", + "[235 rows x 13 columns]" + ] + }, + "execution_count": 95, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "df=pd.DataFrame(list_datos, columns=list_head_titles)#, index='Especie' )" + "df.set_index('Especie')" ] }, { From 44c61e7f26f51e00756e7c6aa1ff12b0c076a390 Mon Sep 17 00:00:00 2001 From: purohr Date: Mon, 8 Feb 2021 00:03:23 -0500 Subject: [PATCH 08/10] Se cambio los tipos de datos de las columnas 'Hora' y 'Vencimiento' --- .../soluciones 002/Puroh_002.ipynb | 6320 +++++------------ 1 file changed, 1777 insertions(+), 4543 deletions(-) diff --git a/002 Leer datos de una web - Scrapping/soluciones 002/Puroh_002.ipynb b/002 Leer datos de una web - Scrapping/soluciones 002/Puroh_002.ipynb index 231c255..662c66d 100644 --- a/002 Leer datos de una web - Scrapping/soluciones 002/Puroh_002.ipynb +++ b/002 Leer datos de una web - Scrapping/soluciones 002/Puroh_002.ipynb @@ -905,7 +905,6 @@ "source": [ "body_table = soup.find_all('table', {'id': 'tableOpcionesAcciones'})\n", "columns_body = body_table[0].find_all('td')\n", - "print(columns_body[13].getText())\n", "list_body_titles = []\n", "for column in columns_body[:14]: \n", " list_body_titles.append(column.getText().replace('\\xa0','').replace(' ','').replace('\\n','').replace('\\r',''))\n", @@ -934,7 +933,7 @@ }, { "cell_type": "code", - "execution_count": 46, + "execution_count": 102, "metadata": {}, "outputs": [], "source": [ @@ -943,7 +942,7 @@ "preslice = 0\n", "for slices in range(15, len(columns_body),15): \n", " for column in columns_body[preslice:slices]: \n", - " list_body_titles.append(column.getText().replace('\\xa0','').replace(' ','').replace('\\n','').replace('\\r','').replace('Vermás', ''))\n", + " list_body_titles.append(column.getText().replace('\\xa0','').replace('\\n','').replace('\\r','').replace('Vermás', ''))\n", " list_body_titles = []\n", " list_body.append(list_body_titles)\n", " preslice = slices" @@ -951,29 +950,29 @@ }, { "cell_type": "code", - "execution_count": 65, + "execution_count": 103, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "['GGAL',\n", + "[' GGAL ',\n", " 'GFGC129.FE',\n", - " 'Call',\n", - " '19/02/2021',\n", - " '129',\n", - " '2,09',\n", + " ' Call ',\n", + " '19/02/2021 ',\n", + " ' 129 ',\n", + " ' 2,09 ',\n", " '21,790%0,37',\n", " '0,00',\n", " '0,00',\n", " '4,00',\n", " '20,00',\n", " '30.376,00',\n", - " '5.878.049,00',\n", - " '05/02/202116:59']" + " '5.878.049,00 ',\n", + " '05/02/2021 16:59']" ] }, - "execution_count": 65, + "execution_count": 103, "metadata": {}, "output_type": "execute_result" } @@ -984,3292 +983,3292 @@ }, { "cell_type": "code", - "execution_count": 77, + "execution_count": 104, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "[['GGAL',\n", + "[[' GGAL ',\n", " 'GFGC11881F',\n", - " 'Call',\n", - " '19/02/2021',\n", - " '11881',\n", - " '8,15',\n", + " ' Call ',\n", + " '19/02/2021 ',\n", + " ' 11881 ',\n", + " ' 8,15 ',\n", " '23,600%1,56',\n", " '0,00',\n", " '0,00',\n", " '8,50',\n", " '3,00',\n", " '16.937,00',\n", - " '12.959.471,00',\n", - " '05/02/202116:59'],\n", - " ['GGAL',\n", + " '12.959.471,00 ',\n", + " '05/02/2021 16:59'],\n", + " [' GGAL ',\n", " 'GFGC129.FE',\n", - " 'Call',\n", - " '19/02/2021',\n", - " '129',\n", - " '2,09',\n", + " ' Call ',\n", + " '19/02/2021 ',\n", + " ' 129 ',\n", + " ' 2,09 ',\n", " '21,790%0,37',\n", " '0,00',\n", " '0,00',\n", " '4,00',\n", " '20,00',\n", " '30.376,00',\n", - 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" '342,00',\n", - " '19/01/202113:15'],\n", - " ['PAMP',\n", + " '342,00 ',\n", + " '19/01/2021 13:15'],\n", + " [' PAMP ',\n", " 'PAMV73.0AB',\n", - " 'Put',\n", - " '16/04/2021',\n", - " '73.0',\n", - " '4,80',\n", + " ' Put ',\n", + " '16/04/2021 ',\n", + " ' 73.0 ',\n", + " ' 4,80 ',\n", " '20,000%0,80',\n", " '0,00',\n", " '0,00',\n", " '0,00',\n", " '0,00',\n", " '13,00',\n", - " '6.240,00',\n", - " '18/01/202112:41'],\n", - " ['PAMP',\n", + " '6.240,00 ',\n", + " '18/01/2021 12:41'],\n", + " [' PAMP ',\n", " 'PAMV71.0FE',\n", - " 'Put',\n", - " '19/02/2021',\n", - " '71.0',\n", - " '0,95',\n", + " ' Put ',\n", + " '19/02/2021 ',\n", + " ' 71.0 ',\n", + " ' 0,95 ',\n", " '93,880%0,46',\n", " '0,00',\n", " '0,00',\n", " '0,00',\n", " '0,00',\n", " '15,00',\n", - " '1.425,00',\n", - " '18/01/202113:20'],\n", - " ['CRES',\n", + " '1.425,00 ',\n", + " '18/01/2021 13:20'],\n", + " [' CRES ',\n", " 'CREV52.0FE',\n", - " 'Put',\n", - " '19/02/2021',\n", - " '52.0',\n", - " '0,10',\n", + " ' Put ',\n", + " '19/02/2021 ',\n", + " ' 52.0 ',\n", + " ' 0,10 ',\n", " '-23,080%0,03',\n", " '0,00',\n", " '0,00',\n", " '1,00',\n", " '20,00',\n", " '40,00',\n", - " '400,00',\n", - " '15/01/202116:54'],\n", - " ['ALUA',\n", + " '400,00 ',\n", + " '15/01/2021 16:54'],\n", + " [' ALUA ',\n", " 'ALUV45.0AB',\n", - " 'Put',\n", - " '16/04/2021',\n", - " '45.0',\n", - " '0,60',\n", + " ' Put ',\n", + " '16/04/2021 ',\n", + " ' 45.0 ',\n", + " ' 0,60 ',\n", " '0,000%0,00',\n", " '0,00',\n", " '0,00',\n", " '0,00',\n", " '0,00',\n", " '4,00',\n", - " '240,00',\n", - " '15/01/202116:48'],\n", - " ['YPFD',\n", + " '240,00 ',\n", + " '15/01/2021 16:48'],\n", + " [' YPFD ',\n", " 'YPFV600.AB',\n", - " 'Put',\n", - " '16/04/2021',\n", - " '600',\n", - " '45,50',\n", + " ' Put ',\n", + " '16/04/2021 ',\n", + " ' 600 ',\n", + " ' 45,50 ',\n", " '0,000%0,00',\n", " '0,00',\n", " '0,00',\n", " '0,00',\n", " '0,00',\n", " '3,00',\n", - " '13.650,00',\n", - " '14/01/202116:22'],\n", - " ['SUPV',\n", + " '13.650,00 ',\n", + " '14/01/2021 16:22'],\n", + " [' SUPV ',\n", " 'SUPC62.0FE',\n", - " 'Call',\n", - " '19/02/2021',\n", - " '62.0',\n", - " '2,40',\n", + " ' Call ',\n", + " '19/02/2021 ',\n", + " ' 62.0 ',\n", + " ' 2,40 ',\n", " '-4,000%0,10',\n", " '0,00',\n", " '0,00',\n", " '0,00',\n", " '0,00',\n", " '46,00',\n", - " '11.380,00',\n", - " '14/01/202116:21'],\n", - " ['GGAL',\n", + " '11.380,00 ',\n", + " '14/01/2021 16:21'],\n", + " [' GGAL ',\n", " 'GFGC190.JU',\n", - " 'Call',\n", - " '18/06/2021',\n", - " '190',\n", - " '3,50',\n", + " ' Call ',\n", + " '18/06/2021 ',\n", + " ' 190 ',\n", + " ' 3,50 ',\n", " '-2,780%0,10',\n", " '0,00',\n", " '0,00',\n", " '0,00',\n", " '0,00',\n", " '28,00',\n", - " '10.300,00',\n", - " '14/01/202114:38'],\n", - " ['BMA',\n", + " '10.300,00 ',\n", + " '14/01/2021 14:38'],\n", + " [' BMA ',\n", " 'BMAC230.FE',\n", - " 'Call',\n", - " '19/02/2021',\n", - " '230',\n", - " '5,00',\n", + " ' Call ',\n", + " '19/02/2021 ',\n", + " ' 230 ',\n", + " ' 5,00 ',\n", " '0,000%0,00',\n", " '0,00',\n", " '0,00',\n", " '0,00',\n", " '0,00',\n", " '4,00',\n", - " '2.000,00',\n", - " '14/01/202115:58'],\n", - " ['ALUA',\n", + " '2.000,00 ',\n", + " '14/01/2021 15:58'],\n", + " [' ALUA ',\n", " 'ALUV59.0AB',\n", - " 'Put',\n", - " '16/04/2021',\n", - " '59.0',\n", - " '7,80',\n", + " ' Put ',\n", + " '16/04/2021 ',\n", + " ' 59.0 ',\n", + " ' 7,80 ',\n", " '20,000%1,30',\n", " '0,00',\n", " '0,00',\n", " '0,00',\n", " '0,00',\n", " '1,00',\n", - " '780,00',\n", - " '14/01/202116:23'],\n", - " ['TRAN',\n", + " '780,00 ',\n", + " '14/01/2021 16:23'],\n", + " [' TRAN ',\n", " 'TRAV24.0FE',\n", - " 'Put',\n", - " '19/02/2021',\n", - " '24.0',\n", - " '0,50',\n", + " ' Put ',\n", + " '19/02/2021 ',\n", + " ' 24.0 ',\n", + " ' 0,50 ',\n", " '400,000%0,40',\n", " '0,00',\n", " '0,00',\n", " '0,50',\n", " '90,00',\n", " '110,00',\n", - " '4.500,00',\n", - " '13/01/202116:43'],\n", - " ['CEPU',\n", + " '4.500,00 ',\n", + " '13/01/2021 16:43'],\n", + " [' CEPU ',\n", " 'CEPC40.0FE',\n", - " 'Call',\n", - " '19/02/2021',\n", - " '40.0',\n", - " '1,10',\n", + " ' Call ',\n", + " '19/02/2021 ',\n", + " ' 40.0 ',\n", + " ' 1,10 ',\n", " '4,760%0,05',\n", " '0,00',\n", " '0,00',\n", " '0,00',\n", " '0,00',\n", " '1,00',\n", - " '110,00',\n", - " '13/01/202113:35'],\n", - " ['TECO2',\n", + " '110,00 ',\n", + " '13/01/2021 13:35'],\n", + " [' TECO2 ',\n", " 'TECV190.FE',\n", - " 'Put',\n", - " '19/02/2021',\n", - " '190',\n", - " '5,00',\n", + " ' Put ',\n", + " '19/02/2021 ',\n", + " ' 190 ',\n", + " ' 5,00 ',\n", " '0,000%0,00',\n", " '0,00',\n", " '0,00',\n", " '0,00',\n", " '0,00',\n", " '10,00',\n", - " '5.000,00',\n", - " '12/01/202114:40'],\n", - " ['CEPU',\n", + " '5.000,00 ',\n", + " '12/01/2021 14:40'],\n", + " [' CEPU ',\n", " 'CEPV32.0AB',\n", - " 'Put',\n", - " '16/04/2021',\n", - " '32.0',\n", - " '0,40',\n", + " ' Put ',\n", + " '16/04/2021 ',\n", + " ' 32.0 ',\n", + " ' 0,40 ',\n", " '0,000%0,00',\n", " '0,00',\n", " '0,00',\n", " '0,00',\n", " '0,00',\n", " '4,00',\n", - " '160,00',\n", - " '12/01/202116:12'],\n", - " ['YPFD',\n", + " '160,00 ',\n", + " '12/01/2021 16:12'],\n", + " [' YPFD ',\n", " 'YPFV760.FE',\n", - " 'Put',\n", - " '19/02/2021',\n", - " '760',\n", - " '80,00',\n", + " ' Put ',\n", + " '19/02/2021 ',\n", + " ' 760 ',\n", + " ' 80,00 ',\n", " '0,000%0,00',\n", " '0,00',\n", " '0,00',\n", " '0,00',\n", " '0,00',\n", " '1,00',\n", - " '8.000,00',\n", - " '11/01/202112:03'],\n", - " ['GGAL',\n", + " '8.000,00 ',\n", + " '11/01/2021 12:03'],\n", + " [' GGAL ',\n", " 'GFGC140.EN',\n", - " 'Call',\n", - " '21/01/2022',\n", - " '140',\n", - " '0,04',\n", + " ' Call ',\n", + " '21/01/2022 ',\n", + " ' 140 ',\n", + " ' 0,04 ',\n", " '-21,570%0,01',\n", " '0,00',\n", " '0,00',\n", " '0,00',\n", " '0,00',\n", " '427,00',\n", - " '1.708,00',\n", - " '11/01/202114:56'],\n", + " '1.708,00 ',\n", + " '11/01/2021 14:56'],\n", " []]" ] }, - "execution_count": 77, + "execution_count": 104, "metadata": {}, "output_type": "execute_result" } @@ -4283,7 +4282,7 @@ }, { "cell_type": "code", - "execution_count": 91, + "execution_count": 120, "metadata": {}, "outputs": [ { @@ -4330,7 +4329,7 @@ " GFGC11881F\n", " Call\n", " 19/02/2021\n", - " 11881\n", + " 11...\n", " 8,15\n", " 23,600%1,56\n", " 0,00\n", @@ -4338,8 +4337,8 @@ " 8,50\n", " 3,00\n", " 16.937,00\n", - " 12.959.471,00\n", - " 05/02/202116:59\n", + " 12.959.471,00 ...\n", + " 05/02/2021 16:59\n", " \n", " \n", " 1\n", @@ -4347,7 +4346,7 @@ " GFGC129.FE\n", " Call\n", " 19/02/2021\n", - " 129\n", + " 12...\n", " 2,09\n", " 21,790%0,37\n", " 0,00\n", @@ -4355,8 +4354,8 @@ " 4,00\n", " 20,00\n", " 30.376,00\n", - " 5.878.049,00\n", - " 05/02/202116:59\n", + " 5.878.049,00 ...\n", + " 05/02/2021 16:59\n", " \n", " \n", " 2\n", @@ -4364,7 +4363,7 @@ " GFGC12481F\n", " Call\n", " 19/02/2021\n", - " 12481\n", + " 12...\n", " 3,80\n", " 22,170%0,69\n", " 0,00\n", @@ -4372,8 +4371,8 @@ " 0,00\n", " 0,00\n", " 15.780,00\n", - " 5.762.187,00\n", - " 05/02/202116:59\n", + " 5.762.187,00 ...\n", + " 05/02/2021 16:59\n", " \n", " \n", " 3\n", @@ -4381,7 +4380,7 @@ " GFGC114.FE\n", " Call\n", " 19/02/2021\n", - " 114\n", + " 11...\n", " 12,05\n", " 12,280%1,32\n", " 0,00\n", @@ -4389,8 +4388,8 @@ " 20,00\n", " 40,00\n", " 4.115,00\n", - " 4.880.160,00\n", - " 05/02/202116:55\n", + " 4.880.160,00 ...\n", + " 05/02/2021 16:55\n", " \n", " \n", " 4\n", @@ -4398,7 +4397,7 @@ " GFGC132.FE\n", " Call\n", " 19/02/2021\n", - " 132\n", + " 13...\n", " 1,30\n", " 27,580%0,28\n", " 0,00\n", @@ -4406,8 +4405,8 @@ " 0,00\n", " 0,00\n", " 39.268,00\n", - " 4.553.676,00\n", - " 05/02/202116:59\n", + " 4.553.676,00 ...\n", + " 05/02/2021 16:59\n", " \n", " \n", " ...\n", @@ -4432,7 +4431,7 @@ " TECV190.FE\n", " Put\n", " 19/02/2021\n", - " 190\n", + " 19...\n", " 5,00\n", " 0,000%0,00\n", " 0,00\n", @@ -4441,7 +4440,7 @@ " 0,00\n", " 10,00\n", " 5.000,00\n", - " 12/01/202114:40\n", + " 12/01/2021 14:40\n", " \n", " \n", " 231\n", @@ -4449,7 +4448,7 @@ " CEPV32.0AB\n", " Put\n", " 16/04/2021\n", - " 32.0\n", + " 32...\n", " 0,40\n", " 0,000%0,00\n", " 0,00\n", @@ -4458,7 +4457,7 @@ " 0,00\n", " 4,00\n", " 160,00\n", - " 12/01/202116:12\n", + " 12/01/2021 16:12\n", " \n", " \n", " 232\n", @@ -4466,7 +4465,7 @@ " YPFV760.FE\n", " Put\n", " 19/02/2021\n", - " 760\n", + " 76...\n", " 80,00\n", " 0,000%0,00\n", " 0,00\n", @@ -4475,7 +4474,7 @@ " 0,00\n", " 1,00\n", " 8.000,00\n", - " 11/01/202112:03\n", + " 11/01/2021 12:03\n", " \n", " \n", " 233\n", @@ -4483,7 +4482,7 @@ " GFGC140.EN\n", " Call\n", " 21/01/2022\n", - " 140\n", + " 14...\n", " 0,04\n", " -21,570%0,01\n", " 0,00\n", @@ -4492,7 +4491,7 @@ " 0,00\n", " 427,00\n", " 1.708,00\n", - " 11/01/202114:56\n", + " 11/01/2021 14:56\n", " \n", " \n", " 234\n", @@ -4517,2907 +4516,142 @@ "" ], "text/plain": [ - " Subyacente Especie Tipo Vencimiento Precio ejercicio \\\n", - "0 GGAL GFGC11881F Call 19/02/2021 11881 \n", - "1 GGAL GFGC129.FE Call 19/02/2021 129 \n", - "2 GGAL GFGC12481F Call 19/02/2021 12481 \n", - "3 GGAL GFGC114.FE Call 19/02/2021 114 \n", - "4 GGAL GFGC132.FE Call 19/02/2021 132 \n", - ".. ... ... ... ... ... \n", - "230 TECO2 TECV190.FE Put 19/02/2021 190 \n", - "231 CEPU CEPV32.0AB Put 16/04/2021 32.0 \n", - "232 YPFD YPFV760.FE Put 19/02/2021 760 \n", - "233 GGAL GFGC140.EN Call 21/01/2022 140 \n", - "234 None None None None None \n", + " Subyacente Especie Tipo Vencimiento \\\n", + "0 GGAL GFGC11881F Call 19/02/2021 \n", + "1 GGAL GFGC129.FE Call 19/02/2021 \n", + "2 GGAL GFGC12481F Call 19/02/2021 \n", + "3 GGAL GFGC114.FE Call 19/02/2021 \n", + "4 GGAL GFGC132.FE Call 19/02/2021 \n", + ".. ... ... ... ... \n", + "230 TECO2 TECV190.FE Put 19/02/2021 \n", + "231 CEPU CEPV32.0AB Put 16/04/2021 \n", + "232 YPFD YPFV760.FE Put 19/02/2021 \n", + "233 GGAL GFGC140.EN Call 21/01/2022 \n", + "234 None None None None \n", + "\n", + " Precio ejercicio Último precio (prima) \\\n", + "0 11... 8,15 \n", + "1 12... 2,09 \n", + "2 12... 3,80 \n", + "3 11... 12,05 \n", + "4 13... 1,30 \n", + ".. ... ... \n", + "230 19... 5,00 \n", + "231 32... 0,40 \n", + "232 76... 80,00 \n", + "233 14... 0,04 \n", + "234 None None \n", + "\n", + " Variación Cant. compra Precio compra Precio venta Cant. venta \\\n", + "0 23,600%1,56 0,00 0,00 8,50 3,00 \n", + "1 21,790%0,37 0,00 0,00 4,00 20,00 \n", + "2 22,170%0,69 0,00 0,00 0,00 0,00 \n", + "3 12,280%1,32 0,00 0,00 20,00 40,00 \n", + "4 27,580%0,28 0,00 0,00 0,00 0,00 \n", + ".. ... ... ... ... ... \n", + "230 0,000%0,00 0,00 0,00 0,00 0,00 \n", + "231 0,000%0,00 0,00 0,00 0,00 0,00 \n", + "232 0,000%0,00 0,00 0,00 0,00 0,00 \n", + "233 -21,570%0,01 0,00 0,00 0,00 0,00 \n", + "234 None None None None None \n", "\n", - " Último precio (prima) Variación Cant. compra Precio compra \\\n", - "0 8,15 23,600%1,56 0,00 0,00 \n", - "1 2,09 21,790%0,37 0,00 0,00 \n", - "2 3,80 22,170%0,69 0,00 0,00 \n", - "3 12,05 12,280%1,32 0,00 0,00 \n", - "4 1,30 27,580%0,28 0,00 0,00 \n", - ".. ... ... ... ... \n", - "230 5,00 0,000%0,00 0,00 0,00 \n", - "231 0,40 0,000%0,00 0,00 0,00 \n", - "232 80,00 0,000%0,00 0,00 0,00 \n", - "233 0,04 -21,570%0,01 0,00 0,00 \n", - "234 None None None None \n", + " Volumen (lotes) Volumen (monto) \\\n", + "0 16.937,00 12.959.471,00 ... \n", + "1 30.376,00 5.878.049,00 ... \n", + "2 15.780,00 5.762.187,00 ... \n", + "3 4.115,00 4.880.160,00 ... \n", + "4 39.268,00 4.553.676,00 ... \n", + ".. ... ... \n", + "230 10,00 5.000,00 \n", + "231 4,00 160,00 \n", + "232 1,00 8.000,00 \n", + "233 427,00 1.708,00 \n", + "234 None None \n", "\n", - " Precio venta Cant. venta Volumen (lotes) Volumen (monto) Hora \n", - "0 8,50 3,00 16.937,00 12.959.471,00 05/02/202116:59 \n", - "1 4,00 20,00 30.376,00 5.878.049,00 05/02/202116:59 \n", - "2 0,00 0,00 15.780,00 5.762.187,00 05/02/202116:59 \n", - "3 20,00 40,00 4.115,00 4.880.160,00 05/02/202116:55 \n", - "4 0,00 0,00 39.268,00 4.553.676,00 05/02/202116:59 \n", - ".. ... ... ... ... ... \n", - "230 0,00 0,00 10,00 5.000,00 12/01/202114:40 \n", - "231 0,00 0,00 4,00 160,00 12/01/202116:12 \n", - "232 0,00 0,00 1,00 8.000,00 11/01/202112:03 \n", - "233 0,00 0,00 427,00 1.708,00 11/01/202114:56 \n", - "234 None None None None None \n", + " Hora \n", + "0 05/02/2021 16:59 \n", + "1 05/02/2021 16:59 \n", + "2 05/02/2021 16:59 \n", + "3 05/02/2021 16:55 \n", + "4 05/02/2021 16:59 \n", + ".. ... \n", + "230 12/01/2021 14:40 \n", + "231 12/01/2021 16:12 \n", + "232 11/01/2021 12:03 \n", + "233 11/01/2021 14:56 \n", + "234 None \n", "\n", "[235 rows x 14 columns]" ] }, - "execution_count": 91, + "execution_count": 120, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "df=pd.DataFrame(list_datos, columns=list_head_titles)#, index='Especie' )\n", + "df=pd.DataFrame(list_datos, columns=list_head_titles)\n", "df" ] }, { "cell_type": "code", - "execution_count": 95, + "execution_count": 121, "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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SubyacenteTipoVencimientoPrecio ejercicioÚltimo precio (prima)VariaciónCant. compraPrecio compraPrecio ventaCant. ventaVolumen (lotes)Volumen (monto)Hora
Especie
GFGC11881FGGALCall19/02/2021118818,1523,600%1,560,000,008,503,0016.937,0012.959.471,0005/02/202116:59
GFGC129.FEGGALCall19/02/20211292,0921,790%0,370,000,004,0020,0030.376,005.878.049,0005/02/202116:59
GFGC12481FGGALCall19/02/2021124813,8022,170%0,690,000,000,000,0015.780,005.762.187,0005/02/202116:59
GFGC114.FEGGALCall19/02/202111412,0512,280%1,320,000,0020,0040,004.115,004.880.160,0005/02/202116:55
GFGC132.FEGGALCall19/02/20211321,3027,580%0,280,000,000,000,0039.268,004.553.676,0005/02/202116:59
..........................................
TECV190.FETECO2Put19/02/20211905,000,000%0,000,000,000,000,0010,005.000,0012/01/202114:40
CEPV32.0ABCEPUPut16/04/202132.00,400,000%0,000,000,000,000,004,00160,0012/01/202116:12
YPFV760.FEYPFDPut19/02/202176080,000,000%0,000,000,000,000,001,008.000,0011/01/202112:03
GFGC140.ENGGALCall21/01/20221400,04-21,570%0,010,000,000,000,00427,001.708,0011/01/202114:56
NaNNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNone
\n", - "

235 rows × 13 columns

\n", - "
" - ], - "text/plain": [ - " Subyacente Tipo Vencimiento Precio ejercicio \\\n", - "Especie \n", - "GFGC11881F GGAL Call 19/02/2021 11881 \n", - "GFGC129.FE GGAL Call 19/02/2021 129 \n", - "GFGC12481F GGAL Call 19/02/2021 12481 \n", - "GFGC114.FE GGAL Call 19/02/2021 114 \n", - "GFGC132.FE GGAL Call 19/02/2021 132 \n", - "... ... ... ... ... \n", - "TECV190.FE TECO2 Put 19/02/2021 190 \n", - "CEPV32.0AB CEPU Put 16/04/2021 32.0 \n", - "YPFV760.FE YPFD Put 19/02/2021 760 \n", - "GFGC140.EN GGAL Call 21/01/2022 140 \n", - "NaN None None None None \n", - "\n", - " Último precio (prima) Variación Cant. compra Precio compra \\\n", - "Especie \n", - "GFGC11881F 8,15 23,600%1,56 0,00 0,00 \n", - "GFGC129.FE 2,09 21,790%0,37 0,00 0,00 \n", - "GFGC12481F 3,80 22,170%0,69 0,00 0,00 \n", - "GFGC114.FE 12,05 12,280%1,32 0,00 0,00 \n", - "GFGC132.FE 1,30 27,580%0,28 0,00 0,00 \n", - "... ... ... ... ... \n", - "TECV190.FE 5,00 0,000%0,00 0,00 0,00 \n", - "CEPV32.0AB 0,40 0,000%0,00 0,00 0,00 \n", - "YPFV760.FE 80,00 0,000%0,00 0,00 0,00 \n", - "GFGC140.EN 0,04 -21,570%0,01 0,00 0,00 \n", - "NaN None None None None \n", - "\n", - " Precio venta Cant. venta Volumen (lotes) Volumen (monto) \\\n", - "Especie \n", - "GFGC11881F 8,50 3,00 16.937,00 12.959.471,00 \n", - "GFGC129.FE 4,00 20,00 30.376,00 5.878.049,00 \n", - "GFGC12481F 0,00 0,00 15.780,00 5.762.187,00 \n", - "GFGC114.FE 20,00 40,00 4.115,00 4.880.160,00 \n", - "GFGC132.FE 0,00 0,00 39.268,00 4.553.676,00 \n", - "... ... ... ... ... \n", - "TECV190.FE 0,00 0,00 10,00 5.000,00 \n", - "CEPV32.0AB 0,00 0,00 4,00 160,00 \n", - "YPFV760.FE 0,00 0,00 1,00 8.000,00 \n", - "GFGC140.EN 0,00 0,00 427,00 1.708,00 \n", - "NaN None None None None \n", - "\n", - " Hora \n", - "Especie \n", - "GFGC11881F 05/02/202116:59 \n", - "GFGC129.FE 05/02/202116:59 \n", - "GFGC12481F 05/02/202116:59 \n", - "GFGC114.FE 05/02/202116:55 \n", - "GFGC132.FE 05/02/202116:59 \n", - "... ... \n", - "TECV190.FE 12/01/202114:40 \n", - "CEPV32.0AB 12/01/202116:12 \n", - "YPFV760.FE 11/01/202112:03 \n", - "GFGC140.EN 11/01/202114:56 \n", - "NaN None \n", - "\n", - "[235 rows x 13 columns]" - ] - }, - "execution_count": 95, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], + "source": [ + "df.set_index('Especie', inplace=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 127, + "metadata": {}, + "outputs": [], + "source": [ + "df[['Vencimiento', 'Hora']] =df[['Vencimiento', 'Hora']].astype('datetime64[ns]')" + ] + }, + { + "cell_type": "code", + "execution_count": 124, + "metadata": {}, + "outputs": [], "source": [ - "df.set_index('Especie')" + "df[['Precio ejercicio','Último precio (prima)','Variación', 'Cant. compra', 'Precio compra', 'Precio venta', 'Cant. venta', 'Volumen (lotes)', Volumen (monto) ]] =df['Hora'].astype('float64')" ] }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 128, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "[ GGAL ,\n", - " \n", - " GFGC123.FE\n", - " ,\n", - " Call ,\n", - " 19/02/2021 ,\n", - " \n", - " \n", - " 123\n", - " ,\n", - " 4,75 ,\n", - " 18,900%
0,76,\n", - " 0,00,\n", - " 0,00,\n", - " 7,00,\n", - " 31,00,\n", - " 42.233,00,\n", - " \n", - " 19.418.440,00 ,\n", - " 05/02/2021 16:59,\n", - " \n", - "
    \n", - "
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1,56,\n", - " 0,00,\n", - " 0,00,\n", - " 8,50,\n", - " 3,00,\n", - " 16.937,00,\n", - " \n", - " 12.959.471,00 ,\n", - " 05/02/2021 16:59,\n", - " \n", - "
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0,37,\n", - " 0,00,\n", - " 0,00,\n", - " 4,00,\n", - " 20,00,\n", - " 30.376,00,\n", - " \n", - " 5.878.049,00 ,\n", - " 05/02/2021 16:59,\n", - " \n", - "
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0,69,\n", - " 0,00,\n", - " 0,00,\n", - " 0,00,\n", - " 0,00,\n", - " 15.780,00,\n", - " \n", - " 5.762.187,00 ,\n", - " 05/02/2021 16:59,\n", - " \n", - "
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1,32,\n", - " 0,00,\n", - " 0,00,\n", - " 20,00,\n", - " 40,00,\n", - " 4.115,00,\n", - " \n", - " 4.880.160,00 ,\n", - " 05/02/2021 16:55,\n", - " \n", - "
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0,28,\n", - " 0,00,\n", - " 0,00,\n", - " 0,00,\n", - " 0,00,\n", - " 39.268,00,\n", - " \n", - " 4.553.676,00 ,\n", - " 05/02/2021 16:59,\n", - " \n", - "
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1,98,\n", - " 0,00,\n", - " 0,00,\n", - " 0,00,\n", - " 0,00,\n", - " 878,00,\n", - " \n", - " 1.806.794,00 ,\n", - " 05/02/2021 16:58,\n", - " \n", - "
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1,25,\n", - " 0,00,\n", - " 0,00,\n", - " 0,00,\n", - " 0,00,\n", - " 6.839,00,\n", - " \n", - " 1.766.016,00 ,\n", - " 05/02/2021 16:59,\n", - " \n", - "
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0,93,\n", - " 51,00,\n", - " 5,00,\n", - " 0,00,\n", - " 0,00,\n", - " 2.492,00,\n", - " \n", - " 1.729.406,00 ,\n", - " 05/02/2021 16:59,\n", - " \n", - "
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0,94,\n", - " 1,00,\n", - " 3,70,\n", - " 26,00,\n", - " 90,00,\n", - " 903,00,\n", - " \n", - " 1.313.900,00 ,\n", - " 05/02/2021 16:59,\n", - " \n", - "
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2,14,\n", - " 0,00,\n", - " 0,00,\n", - " 0,00,\n", - " 0,00,\n", - " 612,00,\n", - " \n", - " 898.760,00 ,\n", - " 05/02/2021 16:59,\n", - " \n", - "
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    • \n", - "
\n", - " ,\n", - " GGAL ,\n", - " \n", - " GFGC135.FE\n", - " ,\n", - " Call ,\n", - " 19/02/2021 ,\n", - " \n", - " \n", - " 135\n", - " ,\n", - " 0,82 ,\n", - " 11,550%
0,09,\n", - " 0,00,\n", - " 0,00,\n", - " 5,50,\n", - " 3,00,\n", - " 9.878,00,\n", - " \n", - " 769.568,00 ,\n", - " 05/02/2021 16:59,\n", - " \n", - "
    \n", - "
  • GGAL
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 5,50
    • \n", - "
  • 3,00
    • \n", - "
  • 9.878,00
    • \n", - "
  • \n", - " 769.568,00
    • \n", - "
  • 05/02/2021 16:59
    • \n", - "
  • \n", - "
    \n", - "
    Ver más
    \n", - "
    \n", - "
    • \n", - "
\n", - " ,\n", - " GGAL ,\n", - " \n", - " GFGC129.AB\n", - " ,\n", - " Call ,\n", - " 16/04/2021 ,\n", - " \n", - " \n", - " 129\n", - " ,\n", - " 8,80 ,\n", - " 17,710%
1,32,\n", - " 0,00,\n", - " 0,00,\n", - " 14,00,\n", - " 5,00,\n", - " 840,00,\n", - " \n", - " 691.807,00 ,\n", - " 05/02/2021 16:58,\n", - " \n", - "
    \n", - "
  • GGAL
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 14,00
    • \n", - "
  • 5,00
    • \n", - "
  • 840,00
    • \n", - "
  • \n", - " 691.807,00
    • \n", - "
  • 05/02/2021 16:58
    • \n", - "
  • \n", - "
    \n", - "
    Ver más
    \n", - "
    \n", - "
    • \n", - "
\n", - " ,\n", - " GGAL ,\n", - " \n", - " GFGC140.AB\n", - " ,\n", - " Call ,\n", - " 16/04/2021 ,\n", - " \n", - " \n", - " 140\n", - " ,\n", - " 4,30 ,\n", - " 8,860%
0,35,\n", - " 30,00,\n", - " 3,35,\n", - " 0,00,\n", - " 0,00,\n", - " 1.306,00,\n", - " \n", - " 541.446,00 ,\n", - " 05/02/2021 16:45,\n", - " \n", - "
    \n", - "
  • GGAL
    • \n", - "
  • 30,00
    • \n", - "
  • 3,35
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 1.306,00
    • \n", - "
  • \n", - " 541.446,00
    • \n", - "
  • 05/02/2021 16:45
    • \n", - "
  • \n", - "
    \n", - "
    Ver más
    \n", - "
    \n", - "
    • \n", - "
\n", - " ,\n", - " GGAL ,\n", - " \n", - " GFGV129.FE\n", - " ,\n", - " Put ,\n", - " 19/02/2021 ,\n", - " \n", - " \n", - " 129\n", - " ,\n", - " 5,00 ,\n", - " -31,970%
2,35,\n", - " 0,00,\n", - " 0,00,\n", - " 0,00,\n", - " 0,00,\n", - " 846,00,\n", - " \n", - " 467.985,00 ,\n", - " 05/02/2021 16:59,\n", - " \n", - "
    \n", - "
  • GGAL
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 846,00
    • \n", - "
  • \n", - " 467.985,00
    • \n", - "
  • 05/02/2021 16:59
    • \n", - "
  • \n", - "
    \n", - "
    Ver más
    \n", - "
    \n", - "
    • \n", - "
\n", - " ,\n", - " GGAL ,\n", - " \n", - " GFGV12481F\n", - " ,\n", - " Put ,\n", - " 19/02/2021 ,\n", - " \n", - " \n", - " 12481\n", - " ,\n", - " 3,10 ,\n", - " -29,770%
1,31,\n", - " 0,00,\n", - " 0,00,\n", - " 0,00,\n", - " 0,00,\n", - " 1.224,00,\n", - " \n", - " 412.091,00 ,\n", - " 05/02/2021 16:59,\n", - " \n", - "
    \n", - "
  • GGAL
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 1.224,00
    • \n", - "
  • \n", - " 412.091,00
    • \n", - "
  • 05/02/2021 16:59
    • \n", - "
  • \n", - "
    \n", - "
    Ver más
    \n", - "
    \n", - "
    • \n", - "
\n", - " ,\n", - " GGAL ,\n", - " \n", - " GFGC117.FE\n", - " ,\n", - " Call ,\n", - " 19/02/2021 ,\n", - " \n", - " \n", - " 117\n", - " ,\n", - " 10,65 ,\n", - " 28,290%
2,35,\n", - " 0,00,\n", - " 0,00,\n", - " 0,00,\n", - " 0,00,\n", - " 401,00,\n", - " \n", - " 371.834,00 ,\n", - " 05/02/2021 16:27,\n", - " \n", - "
    \n", - "
  • GGAL
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 401,00
    • \n", - "
  • \n", - " 371.834,00
    • \n", - "
  • 05/02/2021 16:27
    • \n", - "
  • \n", - "
    \n", - "
    Ver más
    \n", - "
    \n", - "
    • \n", - "
\n", - " ,\n", - " GGAL ,\n", - " \n", - " GFGC123.AB\n", - " ,\n", - " Call ,\n", - " 16/04/2021 ,\n", - " \n", - " \n", - " 123\n", - " ,\n", - " 13,00 ,\n", - " 81,560%
5,84,\n", - " 0,00,\n", - " 0,00,\n", - " 0,00,\n", - " 0,00,\n", - " 281,00,\n", - " \n", - " 354.249,00 ,\n", - " 05/02/2021 16:52,\n", - " \n", - "
    \n", - "
  • GGAL
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 281,00
    • \n", - "
  • \n", - " 354.249,00
    • \n", - "
  • 05/02/2021 16:52
    • \n", - "
  • \n", - "
    \n", - "
    Ver más
    \n", - "
    \n", - "
    • \n", - "
\n", - " ,\n", - " GGAL ,\n", - " \n", - " GFGC140.FE\n", - " ,\n", - " Call ,\n", - " 19/02/2021 ,\n", - " \n", - " \n", - " 140\n", - " ,\n", - " 0,46 ,\n", - " 10,980%
0,05,\n", - " 0,00,\n", - " 0,00,\n", - " 1,00,\n", - " 50,00,\n", - " 8.130,00,\n", - " \n", - " 341.781,00 ,\n", - " 05/02/2021 16:59,\n", - " \n", - "
    \n", - "
  • GGAL
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 1,00
    • \n", - "
  • 50,00
    • \n", - "
  • 8.130,00
    • \n", - "
  • \n", - " 341.781,00
    • \n", - "
  • 05/02/2021 16:59
    • \n", - "
  • \n", - "
    \n", - "
    Ver más
    \n", - "
    \n", - "
    • \n", - "
\n", - " ,\n", - " GGAL ,\n", - " \n", - " GFGV114.FE\n", - " ,\n", - " Put ,\n", - " 19/02/2021 ,\n", - " \n", - " \n", - " 114\n", - " ,\n", - " 0,55 ,\n", - " -36,050%
0,31,\n", - " 0,00,\n", - " 0,00,\n", - " 0,00,\n", - " 0,00,\n", - " 5.364,00,\n", - " \n", - " 312.854,00 ,\n", - " 05/02/2021 16:58,\n", - " \n", - "
    \n", - "
  • GGAL
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 5.364,00
    • \n", - "
  • \n", - " 312.854,00
    • \n", - "
  • 05/02/2021 16:58
    • \n", - "
  • \n", - "
    \n", - "
    Ver más
    \n", - "
    \n", - "
    • \n", - "
\n", - " ,\n", - " GGAL ,\n", - " \n", - " GFGC135.AB\n", - " ,\n", - " Call ,\n", - " 16/04/2021 ,\n", - " \n", - " \n", - " 135\n", - " ,\n", - " 5,80 ,\n", - " 13,610%
0,69,\n", - " 0,00,\n", - " 0,00,\n", - " 5,90,\n", - " 1,00,\n", - " 550,00,\n", - " \n", - " 291.807,00 ,\n", - " 05/02/2021 16:52,\n", - " \n", - "
    \n", - "
  • GGAL
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 5,90
    • \n", - "
  • 1,00
    • \n", - "
  • 550,00
    • \n", - "
  • \n", - " 291.807,00
    • \n", - "
  • 05/02/2021 16:52
    • \n", - "
  • \n", - "
    \n", - "
    Ver más
    \n", - "
    \n", - "
    • \n", - "
\n", - " ,\n", - " YPFD ,\n", - " \n", - " YPFC640.FE\n", - " ,\n", - " Call ,\n", - " 19/02/2021 ,\n", - " \n", - " \n", - " 640\n", - " ,\n", - " 35,00 ,\n", - " -10,260%
4,00,\n", - " 0,00,\n", - " 0,00,\n", - " 0,00,\n", - " 0,00,\n", - " 61,00,\n", - " \n", - " 260.730,00 ,\n", - " 05/02/2021 16:07,\n", - " \n", - "
    \n", - "
  • YPFD
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 61,00
    • \n", - "
  • \n", - " 260.730,00
    • \n", - "
  • 05/02/2021 16:07
    • \n", - "
  • \n", - "
    \n", - "
    Ver más
    \n", - "
    \n", - "
    • \n", - "
\n", - " ,\n", - " YPFD ,\n", - " \n", - " YPFC600.FE\n", - " ,\n", - " Call ,\n", - " 19/02/2021 ,\n", - " \n", - " \n", - " 600\n", - " ,\n", - " 57,00 ,\n", - " -13,110%
8,60,\n", - " 0,00,\n", - " 0,00,\n", - " 0,00,\n", - " 0,00,\n", - " 31,00,\n", - " \n", - " 213.630,00 ,\n", - " 05/02/2021 16:46,\n", - " \n", - "
    \n", - "
  • YPFD
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 31,00
    • \n", - "
  • \n", - " 213.630,00
    • \n", - "
  • 05/02/2021 16:46
    • \n", - "
  • \n", - "
    \n", - "
    Ver más
    \n", - "
    \n", - "
    • \n", - "
\n", - " ,\n", - " YPFD ,\n", - " \n", - " YPFC720.AB\n", - " ,\n", - " Call ,\n", - " 16/04/2021 ,\n", - " \n", - " \n", - " 720\n", - " ,\n", - " 42,00 ,\n", - " -10,040%
4,69,\n", - " 0,00,\n", - " 0,00,\n", - " 0,00,\n", - " 0,00,\n", - " 40,00,\n", - " \n", - " 184.067,00 ,\n", - " 05/02/2021 16:49,\n", - " \n", - "
    \n", - "
  • YPFD
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 40,00
    • \n", - "
  • \n", - " 184.067,00
    • \n", - "
  • 05/02/2021 16:49
    • \n", - "
  • \n", - "
    \n", - "
    Ver más
    \n", - "
    \n", - "
    • \n", - "
\n", - " ,\n", - " YPFD ,\n", - " \n", - " YPFC680.FE\n", - " ,\n", - " Call ,\n", - " 19/02/2021 ,\n", - " \n", - " \n", - " 680\n", - " ,\n", - " 18,20 ,\n", - " -3,700%
0,70,\n", - " 0,00,\n", - " 0,00,\n", - " 0,00,\n", - " 0,00,\n", - " 98,00,\n", - " \n", - " 182.830,00 ,\n", - " 05/02/2021 16:31,\n", - " \n", - "
    \n", - "
  • YPFD
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 98,00
    • \n", - "
  • \n", - " 182.830,00
    • \n", - "
  • 05/02/2021 16:31
    • \n", - "
  • \n", - "
    \n", - "
    Ver más
    \n", - "
    \n", - "
    • \n", - "
\n", - " ,\n", - " GGAL ,\n", - " \n", - " GFGC87.0FE\n", - " ,\n", - " Call ,\n", - " 19/02/2021 ,\n", - " \n", - " \n", - " 87.0\n", - " ,\n", - " 39,40 ,\n", - " 21,230%
6,90,\n", - " 0,00,\n", - " 0,00,\n", - " 0,00,\n", - " 0,00,\n", - " 43,00,\n", - " \n", - " 164.435,00 ,\n", - " 05/02/2021 15:44,\n", - " \n", - "
    \n", - "
  • GGAL
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 43,00
    • \n", - "
  • \n", - " 164.435,00
    • \n", - "
  • 05/02/2021 15:44
    • \n", - "
  • \n", - "
    \n", - "
    Ver más
    \n", - "
    \n", - "
    • \n", - "
\n", - " ,\n", - " YPFD ,\n", - " \n", - " YPFC600.AB\n", - " ,\n", - " Call ,\n", - " 16/04/2021 ,\n", - " \n", - " \n", - " 600\n", - " ,\n", - " 110,00 ,\n", - " -4,350%
5,00,\n", - " 0,00,\n", - " 0,00,\n", - " 0,00,\n", - " 0,00,\n", - " 14,00,\n", - " \n", - " 153.800,00 ,\n", - " 05/02/2021 16:55,\n", - " \n", - "
    \n", - "
  • YPFD
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 14,00
    • \n", - "
  • \n", - " 153.800,00
    • \n", - "
  • 05/02/2021 16:55
    • \n", - "
  • \n", - "
    \n", - "
    Ver más
    \n", - "
    \n", - "
    • \n", - "
\n", - " ,\n", - " GGAL ,\n", - " \n", - " GFGC111.AB\n", - " ,\n", - " Call ,\n", - " 16/04/2021 ,\n", - " \n", - " \n", - " 111\n", - " ,\n", - " 25,00 ,\n", - " 25,000%
5,00,\n", - " 0,00,\n", - " 0,00,\n", - " 0,00,\n", - " 0,00,\n", - " 64,00,\n", - " \n", - " 148.200,00 ,\n", - " 05/02/2021 16:46,\n", - " \n", - "
    \n", - "
  • GGAL
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 64,00
    • \n", - "
  • \n", - " 148.200,00
    • \n", - "
  • 05/02/2021 16:46
    • \n", - "
  • \n", - "
    \n", - "
    Ver más
    \n", - "
    \n", - "
    • \n", - "
\n", - " ,\n", - " GGAL ,\n", - " \n", - " GFGV117.FE\n", - " ,\n", - " Put ,\n", - " 19/02/2021 ,\n", - " \n", - " \n", - " 117\n", - " ,\n", - " 0,90 ,\n", - " -15,090%
0,16,\n", - " 0,00,\n", - " 0,00,\n", - " 0,00,\n", - " 0,00,\n", - " 1.654,00,\n", - " \n", - " 132.670,00 ,\n", - " 05/02/2021 16:59,\n", - " \n", - "
    \n", - "
  • GGAL
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 1.654,00
    • \n", - "
  • \n", - " 132.670,00
    • \n", - "
  • 05/02/2021 16:59
    • \n", - "
  • \n", - "
    \n", - "
    Ver más
    \n", - "
    \n", - "
    • \n", - "
\n", - " ,\n", - " GGAL ,\n", - " \n", - " GFGV120.AB\n", - " ,\n", - " Put ,\n", - " 16/04/2021 ,\n", - " \n", - " \n", - " 120\n", - " ,\n", - " 4,30 ,\n", - " -7,880%
0,37,\n", - " 0,00,\n", - " 0,00,\n", - " 0,00,\n", - " 0,00,\n", - " 306,00,\n", - " \n", - " 125.160,00 ,\n", - " 05/02/2021 16:59,\n", - " \n", - "
    \n", - "
  • GGAL
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 306,00
    • \n", - "
  • \n", - " 125.160,00
    • \n", - "
  • 05/02/2021 16:59
    • \n", - "
  • \n", - "
    \n", - "
    Ver más
    \n", - "
    \n", - "
    • \n", - "
\n", - " ,\n", - " GGAL ,\n", - " \n", - " GFGV135.AB\n", - " ,\n", - " Put ,\n", - " 16/04/2021 ,\n", - " \n", - " \n", - " 135\n", - " ,\n", - " 12,00 ,\n", - " -4,000%
0,50,\n", - " 20,00,\n", - " 2,10,\n", - " 0,00,\n", - " 0,00,\n", - " 96,00,\n", - " \n", - " 121.700,00 ,\n", - " 05/02/2021 13:55,\n", - " \n", - "
    \n", - "
  • GGAL
    • \n", - "
  • 20,00
    • \n", - "
  • 2,10
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 96,00
    • \n", - "
  • \n", - " 121.700,00
    • \n", - "
  • 05/02/2021 13:55
    • \n", - "
  • \n", - "
    \n", - "
    Ver más
    \n", - "
    \n", - "
    • \n", - "
\n", - " ,\n", - " YPFD ,\n", - " \n", - " YPFC720.FE\n", - " ,\n", - " Call ,\n", - " 19/02/2021 ,\n", - " \n", - " \n", - " 720\n", - " ,\n", - " 7,00 ,\n", - " -20,700%
1,83,\n", - " 0,00,\n", - " 0,00,\n", - " 0,00,\n", - " 0,00,\n", - " 147,00,\n", - " \n", - " 117.979,00 ,\n", - " 05/02/2021 16:58,\n", - " \n", - "
    \n", - "
  • YPFD
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 147,00
    • \n", - "
  • \n", - " 117.979,00
    • \n", - "
  • 05/02/2021 16:58
    • \n", - "
  • \n", - "
    \n", - "
    Ver más
    \n", - "
    \n", - "
    • \n", - "
\n", - " ,\n", - " COME ,\n", - " \n", - " COMC2.30FE\n", - " ,\n", - " Call ,\n", - " 19/02/2021 ,\n", - " \n", - " \n", - " 2.30\n", - " ,\n", - " 0,36 ,\n", - " -14,290%
0,06,\n", - " 0,00,\n", - " 0,00,\n", - " 0,00,\n", - " 0,00,\n", - " 2.861,00,\n", - " \n", - " 116.945,00 ,\n", - " 05/02/2021 16:58,\n", - " \n", - "
    \n", - "
  • COME
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 2.861,00
    • \n", - "
  • \n", - " 116.945,00
    • \n", - "
  • 05/02/2021 16:58
    • \n", - "
  • \n", - "
    \n", - "
    Ver más
    \n", - "
    \n", - "
    • \n", - "
\n", - " ,\n", - " YPFD ,\n", - " \n", - " YPFC500.FE\n", - " ,\n", - " Call ,\n", - " 19/02/2021 ,\n", - " \n", - " \n", - " 500\n", - " ,\n", - " 154,00 ,\n", - " -7,760%
12,96,\n", - " 0,00,\n", - " 0,00,\n", - " 0,00,\n", - " 0,00,\n", - " 7,00,\n", - " \n", - " 114.700,00 ,\n", - " 05/02/2021 16:25,\n", - " \n", - "
    \n", - "
  • YPFD
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 7,00
    • \n", - "
  • \n", - " 114.700,00
    • \n", - "
  • 05/02/2021 16:25
    • \n", - "
  • \n", - "
    \n", - "
    Ver más
    \n", - "
    \n", - "
    • \n", - "
\n", - " ,\n", - " GGAL ,\n", - " \n", - " GFGC15881F\n", - " ,\n", - " Call ,\n", - " 19/02/2021 ,\n", - " \n", - " \n", - " 15881\n", - " ,\n", - " 0,12 ,\n", - " -11,540%
0,02,\n", - " 0,00,\n", - " 0,00,\n", - " 5,50,\n", - " 20,00,\n", - " 6.796,00,\n", - " \n", - " 108.973,00 ,\n", - " 05/02/2021 16:59,\n", - " \n", - "
    \n", - "
  • GGAL
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 5,50
    • \n", - "
  • 20,00
    • \n", - "
  • 6.796,00
    • \n", - "
  • \n", - " 108.973,00
    • \n", - "
  • 05/02/2021 16:59
    • \n", - "
  • \n", - "
    \n", - "
    Ver más
    \n", - "
    \n", - "
    • \n", - "
\n", - " ,\n", - " GGAL ,\n", - " \n", - " GFGV111.FE\n", - " ,\n", - " Put ,\n", - " 19/02/2021 ,\n", - " \n", - " \n", - " 111\n", - " ,\n", - " 0,34 ,\n", - " -39,390%
0,22,\n", - " 0,00,\n", - " 0,00,\n", - " 0,00,\n", - " 0,00,\n", - " 2.738,00,\n", - " \n", - " 107.512,00 ,\n", - " 05/02/2021 16:58,\n", - " \n", - "
    \n", - "
  • GGAL
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 2.738,00
    • \n", - "
  • \n", - " 107.512,00
    • \n", - "
  • 05/02/2021 16:58
    • \n", - "
  • \n", - "
    \n", - "
    Ver más
    \n", - "
    \n", - "
    • \n", - "
\n", - " ,\n", - " YPFD ,\n", - " \n", - " YPFV440.FE\n", - " ,\n", - " Put ,\n", - " 19/02/2021 ,\n", - " \n", - " \n", - " 440\n", - " ,\n", - " 22,70 ,\n", - " 22600,000%
22,60,\n", - " 0,00,\n", - " 0,00,\n", - " 0,00,\n", - " 0,00,\n", - " 87,00,\n", - " \n", - " 103.980,00 ,\n", - " 05/02/2021 15:45,\n", - " \n", - "
    \n", - "
  • YPFD
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 87,00
    • \n", - "
  • \n", - " 103.980,00
    • \n", - "
  • 05/02/2021 15:45
    • \n", - "
  • \n", - "
    \n", - "
    Ver más
    \n", - "
    \n", - "
    • \n", - "
\n", - " ,\n", - " GGAL ,\n", - " \n", - " GFGV132.FE\n", - " ,\n", - " Put ,\n", - " 19/02/2021 ,\n", - " \n", - " \n", - " 132\n", - " ,\n", - " 7,80 ,\n", - " -22,000%
2,20,\n", - " 0,00,\n", - " 0,00,\n", - " 0,00,\n", - " 0,00,\n", - " 127,00,\n", - " \n", - " 102.983,00 ,\n", - " 05/02/2021 16:26,\n", - " \n", - "
    \n", - "
  • GGAL
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 127,00
    • \n", - "
  • \n", - " 102.983,00
    • \n", - "
  • 05/02/2021 16:26
    • \n", - "
  • \n", - "
    \n", - "
    Ver más
    \n", - "
    \n", - "
    • \n", - "
\n", - " ,\n", - " GGAL ,\n", - " \n", - " GFGC126.AB\n", - " ,\n", - " Call ,\n", - " 16/04/2021 ,\n", - " \n", - " \n", - " 126\n", - " ,\n", - " 10,50 ,\n", - " 14,130%
1,30,\n", - " 0,00,\n", - " 0,00,\n", - " 0,00,\n", - " 0,00,\n", - " 100,00,\n", - " \n", - " 102.500,00 ,\n", - " 05/02/2021 16:54,\n", - " \n", - "
    \n", - "
  • GGAL
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 100,00
    • \n", - "
  • \n", - " 102.500,00
    • \n", - "
  • 05/02/2021 16:54
    • \n", - "
  • \n", - "
    \n", - "
    Ver más
    \n", - "
    \n", - "
    • \n", - "
\n", - " ,\n", - " COME ,\n", - " \n", - " COMC2.50FE\n", - " ,\n", - " Call ,\n", - " 19/02/2021 ,\n", - " \n", - " \n", - " 2.50\n", - " ,\n", - " 0,16 ,\n", - " -30,000%
0,07,\n", - " 0,00,\n", - " 0,00,\n", - " 1,00,\n", - " 150,00,\n", - " 4.834,00,\n", - " \n", - " 92.265,00 ,\n", - " 05/02/2021 16:58,\n", - " \n", - "
    \n", - "
  • COME
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 1,00
    • \n", - "
  • 150,00
    • \n", - "
  • 4.834,00
    • \n", - "
  • \n", - " 92.265,00
    • \n", - "
  • 05/02/2021 16:58
    • \n", - "
  • \n", - "
    \n", - "
    Ver más
    \n", - "
    \n", - "
    • \n", - "
\n", - " ,\n", - " AGRO ,\n", - " \n", - " AGRC12.0AB\n", - " ,\n", - " Call ,\n", - " 16/04/2021 ,\n", - " \n", - " \n", - " 12.0\n", - " ,\n", - " 10,10 ,\n", - " -3,230%
0,34,\n", - " 3,00,\n", - " 9,50,\n", - " 0,00,\n", - " 0,00,\n", - " 90,00,\n", - " \n", - " 91.823,00 ,\n", - " 05/02/2021 14:59,\n", - " \n", - "
    \n", - "
  • AGRO
    • \n", - "
  • 3,00
    • \n", - "
  • 9,50
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 90,00
    • \n", - "
  • \n", - " 91.823,00
    • \n", - "
  • 05/02/2021 14:59
    • \n", - "
  • \n", - "
    \n", - "
    Ver más
    \n", - "
    \n", - "
    • \n", - "
\n", - " ,\n", - " GGAL ,\n", - " \n", - " GFGC145.AB\n", - " ,\n", - " Call ,\n", - " 16/04/2021 ,\n", - " \n", - " \n", - " 145\n", - " ,\n", - " 3,30 ,\n", - " 13,790%
0,40,\n", - " 15,00,\n", - " 2,61,\n", - " 0,00,\n", - " 0,00,\n", - " 285,00,\n", - " \n", - " 91.517,00 ,\n", - " 05/02/2021 16:56,\n", - " \n", - "
    \n", - "
  • GGAL
    • \n", - "
  • 15,00
    • \n", - "
  • 2,61
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 285,00
    • \n", - "
  • \n", - " 91.517,00
    • \n", - "
  • 05/02/2021 16:56
    • \n", - "
  • \n", - "
    \n", - "
    Ver más
    \n", - "
    \n", - "
    • \n", - "
\n", - " ,\n", - " GGAL ,\n", - " \n", - " GFGC108.FE\n", - " ,\n", - " Call ,\n", - " 19/02/2021 ,\n", - " \n", - " \n", - " 108\n", - " ,\n", - " 18,50 ,\n", - " 15,620%
2,50,\n", - " 0,00,\n", - " 0,00,\n", - " 0,00,\n", - " 0,00,\n", - " 48,00,\n", - " \n", - " 86.000,00 ,\n", - " 05/02/2021 16:38,\n", - " \n", - "
    \n", - "
  • GGAL
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 48,00
    • \n", - "
  • \n", - " 86.000,00
    • \n", - "
  • 05/02/2021 16:38
    • \n", - "
  • \n", - "
    \n", - "
    Ver más
    \n", - "
    \n", - "
    • \n", - "
\n", - " ,\n", - " YPFD ,\n", - " \n", - " YPFC760.FE\n", - " ,\n", - " Call ,\n", - " 19/02/2021 ,\n", - " \n", - " \n", - " 760\n", - " ,\n", - " 5,00 ,\n", - " 0,000%
0,00,\n", - " 0,00,\n", - " 0,00,\n", - " 0,00,\n", - " 0,00,\n", - " 155,00,\n", - " \n", - " 81.460,00 ,\n", - " 05/02/2021 16:02,\n", - " \n", - "
    \n", - "
  • YPFD
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 155,00
    • \n", - "
  • \n", - " 81.460,00
    • \n", - "
  • 05/02/2021 16:02
    • \n", - "
  • \n", - "
    \n", - "
    Ver más
    \n", - "
    \n", - "
    • \n", - "
\n", - " ,\n", - " YPFD ,\n", - " \n", - " YPFC800.AB\n", - " ,\n", - " Call ,\n", - " 16/04/2021 ,\n", - " \n", - " \n", - " 800\n", - " ,\n", - " 22,00 ,\n", - " -12,000%
3,00,\n", - " 0,00,\n", - " 0,00,\n", - " 46,00,\n", - " 1,00,\n", - " 33,00,\n", - " \n", - " 73.900,00 ,\n", - " 05/02/2021 16:57,\n", - " \n", - "
    \n", - "
  • YPFD
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 46,00
    • \n", - "
  • 1,00
    • \n", - "
  • 33,00
    • \n", - "
  • \n", - " 73.900,00
    • \n", - "
  • 05/02/2021 16:57
    • \n", - "
  • \n", - "
    \n", - "
    Ver más
    \n", - "
    \n", - "
    • \n", - "
\n", - " ,\n", - " CRES ,\n", - " \n", - " CREC64.0FE\n", - " ,\n", - " Call ,\n", - " 19/02/2021 ,\n", - " \n", - " \n", - " 64.0\n", - " ,\n", - " 18,00 ,\n", - " 5,880%
1,00,\n", - " 2,00,\n", - " 16,00,\n", - " 0,00,\n", - " 0,00,\n", - " 40,00,\n", - " \n", - " 73.000,00 ,\n", - " 05/02/2021 16:10,\n", - " \n", - "
    \n", - "
  • CRES
    • \n", - "
  • 2,00
    • \n", - "
  • 16,00
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 40,00
    • \n", - "
  • \n", - " 73.000,00
    • \n", - "
  • 05/02/2021 16:10
    • \n", - "
  • \n", - "
    \n", - "
    Ver más
    \n", - "
    \n", - "
    • \n", - "
\n", - " ,\n", - " GGAL ,\n", - " \n", - " GFGV105.FE\n", - " ,\n", - " Put ,\n", - " 19/02/2021 ,\n", - " \n", - " \n", - " 105\n", - " ,\n", - " 0,16 ,\n", - " -36,400%
0,09,\n", - " 0,00,\n", - " 0,00,\n", - " 0,00,\n", - " 0,00,\n", - " 3.667,00,\n", - " \n", - " 64.797,00 ,\n", - " 05/02/2021 16:57,\n", - " \n", - "
    \n", - "
  • GGAL
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 3.667,00
    • \n", - "
  • \n", - " 64.797,00
    • \n", - "
  • 05/02/2021 16:57
    • \n", - "
  • \n", - "
    \n", - "
    Ver más
    \n", - "
    \n", - "
    • \n", - "
\n", - " ,\n", - " COME ,\n", - " \n", - " COMC2.60FE\n", - " ,\n", - " Call ,\n", - " 19/02/2021 ,\n", - " \n", - " \n", - " 2.60\n", - " ,\n", - " 0,11 ,\n", - " -26,060%
0,04,\n", - " 0,00,\n", - " 0,00,\n", - " 0,00,\n", - " 0,00,\n", - " 5.278,00,\n", - " \n", - " 63.239,00 ,\n", - " 05/02/2021 16:58,\n", - " \n", - "
    \n", - "
  • COME
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 5.278,00
    • \n", - "
  • \n", - " 63.239,00
    • \n", - "
  • 05/02/2021 16:58
    • \n", - "
  • \n", - "
    \n", - "
    Ver más
    \n", - "
    \n", - "
    • \n", - "
\n", - " ,\n", - " YPFD ,\n", - " \n", - " YPFC1000JU\n", - " ,\n", - " Call ,\n", - " 18/06/2021 ,\n", - " \n", - " \n", - " 10.00\n", - " ,\n", - " 23,00 ,\n", - " 4,550%
1,00,\n", - " 0,00,\n", - " 0,00,\n", - " 0,00,\n", - " 0,00,\n", - " 26,00,\n", - " \n", - " 62.800,00 ,\n", - " 05/02/2021 16:56,\n", - " \n", - "
    \n", - "
  • YPFD
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 26,00
    • \n", - "
  • \n", - " 62.800,00
    • \n", - "
  • 05/02/2021 16:56
    • \n", - "
  • \n", - "
    \n", - "
    Ver más
    \n", - "
    \n", - "
    • \n", - "
\n", - " ,\n", - " ALUA ,\n", - " \n", - " ALUC35.0JU\n", - " ,\n", - " Call ,\n", - " 18/06/2021 ,\n", - " \n", - " \n", - " 35.0\n", - " ,\n", - " 17,30 ,\n", - " -8,950%
1,70,\n", - " 0,00,\n", - " 0,00,\n", - " 26,00,\n", - " 1,00,\n", - " 34,00,\n", - " \n", - " 58.820,00 ,\n", - " 05/02/2021 11:21,\n", - " \n", - "
    \n", - "
  • ALUA
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 26,00
    • \n", - "
  • 1,00
    • \n", - "
  • 34,00
    • \n", - "
  • \n", - " 58.820,00
    • \n", - "
  • 05/02/2021 11:21
    • \n", - "
  • \n", - "
    \n", - "
    Ver más
    \n", - "
    \n", - "
    • \n", - "
\n", - " ,\n", - " YPFD ,\n", - " \n", - " YPFC640.AB\n", - " ,\n", - " Call ,\n", - " 16/04/2021 ,\n", - " \n", - " \n", - " 640\n", - " ,\n", - " 78,00 ,\n", - " -6,020%
5,00,\n", - " 0,00,\n", - " 0,00,\n", - " 0,00,\n", - " 0,00,\n", - " 7,00,\n", - " \n", - " 57.400,00 ,\n", - " 05/02/2021 16:27,\n", - " \n", - "
    \n", - "
  • YPFD
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 7,00
    • \n", - "
  • \n", - " 57.400,00
    • \n", - "
  • 05/02/2021 16:27
    • \n", - "
  • \n", - "
    \n", - "
    Ver más
    \n", - "
    \n", - "
    • \n", - "
\n", - " ,\n", - " GGAL ,\n", - " \n", - " GFGV132.AB\n", - " ,\n", - " Put ,\n", - " 16/04/2021 ,\n", - " \n", - " \n", - " 132\n", - " ,\n", - " 12,90 ,\n", - " -9,470%
1,35,\n", - " 0,00,\n", - " 0,00,\n", - " 12,00,\n", - " 40,00,\n", - " 45,00,\n", - " \n", - " 56.600,00 ,\n", - " 05/02/2021 12:40,\n", - " \n", - "
    \n", - "
  • GGAL
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 12,00
    • \n", - "
  • 40,00
    • \n", - "
  • 45,00
    • \n", - "
  • \n", - " 56.600,00
    • \n", - "
  • 05/02/2021 12:40
    • \n", - "
  • \n", - "
    \n", - "
    Ver más
    \n", - "
    \n", - "
    • \n", - "
\n", - " ,\n", - " GGAL ,\n", - " \n", - " GFGC145.FE\n", - " ,\n", - " Call ,\n", - " 19/02/2021 ,\n", - " \n", - " \n", - " 145\n", - " ,\n", - " 0,30 ,\n", - " 22,920%
0,06,\n", - " 0,00,\n", - " 0,00,\n", - " 0,00,\n", - " 0,00,\n", - " 2.024,00,\n", - " \n", - " 52.624,00 ,\n", - " 05/02/2021 16:59,\n", - " \n", - "
    \n", - "
  • GGAL
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 2.024,00
    • \n", - "
  • \n", - " 52.624,00
    • \n", - "
  • 05/02/2021 16:59
    • \n", - "
  • \n", - "
    \n", - "
    Ver más
    \n", - "
    \n", - "
    • \n", - "
\n", - " ,\n", - " ALUA ,\n", - " \n", - " ALUC43.0AB\n", - " ,\n", - " Call ,\n", - " 16/04/2021 ,\n", - " \n", - " \n", - " 43.0\n", - " ,\n", - " 9,70 ,\n", - " -5,370%
0,55,\n", - " 7,00,\n", - " 8,50,\n", - " 10,30,\n", - " 15,00,\n", - " 50,00,\n", - " \n", - " 48.790,00 ,\n", - " 05/02/2021 16:54,\n", - " \n", - "
    \n", - "
  • ALUA
    • \n", - "
  • 7,00
    • \n", - "
  • 8,50
    • \n", - "
  • 10,30
    • \n", - "
  • 15,00
    • \n", - "
  • 50,00
    • \n", - "
  • \n", - " 48.790,00
    • \n", - "
  • 05/02/2021 16:54
    • \n", - "
  • \n", - "
    \n", - "
    Ver más
    \n", - "
    \n", - "
    • \n", - "
\n", - " ,\n", - " GGAL ,\n", - " \n", - " GFGC150.AB\n", - " ,\n", - " Call ,\n", - " 16/04/2021 ,\n", - " \n", - " \n", - " 150\n", - " ,\n", - " 2,35 ,\n", - " 4,630%
0,10,\n", - " 0,00,\n", - " 0,00,\n", - " 0,00,\n", - " 0,00,\n", - " 186,00,\n", - " \n", - " 45.089,00 ,\n", - " 05/02/2021 16:32,\n", - " \n", - "
    \n", - "
  • GGAL
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 0,00
    • \n", - "
  • 186,00
    • \n", - "
  • \n", - " 45.089,00
    • \n", - "
  • 05/02/2021 16:32
    • \n", - "
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0,80,\n", - " 6,00,\n", - " 6,00,\n", - " 12,00,\n", - " 12,00,\n", - " 31,00,\n", - " \n", - " 28.660,00 ,\n", - " 05/02/2021 16:30,\n", - " \n", - "
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0,00,\n", - " 0,00,\n", - " 0,00,\n", - " 0,00,\n", - " 0,00,\n", - " 19,00,\n", - " \n", - " 27.550,00 ,\n", - " 05/02/2021 11:49,\n", - " \n", - "
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1,25,\n", - " 0,00,\n", - " 0,00,\n", - " 0,00,\n", - " ...]" + "Subyacente object\n", + "Tipo object\n", + "Vencimiento datetime64[ns]\n", + "Precio ejercicio object\n", + "Último precio (prima) object\n", + "Variación object\n", + "Cant. compra object\n", + "Precio compra object\n", + "Precio venta object\n", + "Cant. venta object\n", + "Volumen (lotes) object\n", + "Volumen (monto) object\n", + "Hora datetime64[ns]\n", + "dtype: object" ] }, - "execution_count": 21, + "execution_count": 128, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "columns_body" + "df.dtypes" ] }, { From 76b602392b4600ef5f5a4aeadd4d575c20a2ab68 Mon Sep 17 00:00:00 2001 From: purohr Date: Tue, 9 Feb 2021 23:19:12 -0500 Subject: [PATCH 09/10] =?UTF-8?q?Moficicado=20el=20dataframe=20segun=20el?= =?UTF-8?q?=20tipo=20de=20datos,=20excepto=20por=20'Variaci=C3=B3n',=20com?= =?UTF-8?q?o=20tiene=20dos=20valores=20en=20su=20interior=20se=20ha=20resi?= =?UTF-8?q?stido,=20se=20ha=20convertido=20esta=20columna=20en=20una=20lis?= =?UTF-8?q?ta=20con=20dos=20elementos=20en=20cada=20fila=20que=20contiene?= =?UTF-8?q?=20los=20dos=20valores,=20falta=20separar=20estos=20dos=20valor?= =?UTF-8?q?es=20en=20dos=20nuevas=20columnas=20y=20cambiar=20a=20float64?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../soluciones 002/Puroh_002.ipynb | 4011 +++++++++-------- 1 file changed, 2165 insertions(+), 1846 deletions(-) diff --git a/002 Leer datos de una web - Scrapping/soluciones 002/Puroh_002.ipynb b/002 Leer datos de una web - Scrapping/soluciones 002/Puroh_002.ipynb index 662c66d..c969938 100644 --- a/002 Leer datos de una web - Scrapping/soluciones 002/Puroh_002.ipynb +++ b/002 Leer datos de una web - Scrapping/soluciones 002/Puroh_002.ipynb @@ -58,7 +58,7 @@ }, { "cell_type": "code", - "execution_count": 71, + "execution_count": 2, "metadata": {}, "outputs": [], "source": [ @@ -890,15 +890,14 @@ }, { "cell_type": "code", - "execution_count": 39, + "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "05/02/2021 16:59\n", - "['GGAL', 'GFGC123.FE', 'Call', '19/02/2021', '123', '4,75', '18,900%0,76', '0,00', '0,00', '7,00', '31,00', '42.233,00', '19.418.440,00', '05/02/202116:59']\n" + "['GGAL', 'GFGC123.FE', 'Call', '19/02/2021', '123', '5,52', '-5,010%0,29', '6,00', '5,00', '0,00', '0,00', '15.218,00', '8.808.714,00', '16:59']\n" ] } ], @@ -913,16 +912,16 @@ }, { "cell_type": "code", - "execution_count": 66, + "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "236.0" + "245.0" ] }, - "execution_count": 66, + "execution_count": 8, "metadata": {}, "output_type": "execute_result" } @@ -933,7 +932,7 @@ }, { "cell_type": "code", - "execution_count": 102, + "execution_count": 9, "metadata": {}, "outputs": [], "source": [ @@ -950,29 +949,29 @@ }, { "cell_type": "code", - "execution_count": 103, + "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[' GGAL ',\n", - " 'GFGC129.FE',\n", + " 'GFGC132.FE',\n", " ' Call ',\n", " '19/02/2021 ',\n", - " ' 129 ',\n", - " ' 2,09 ',\n", - " '21,790%0,37',\n", + " ' 132 ',\n", + " ' 1,20 ',\n", + " '-26,290%0,43',\n", " '0,00',\n", " '0,00',\n", - " '4,00',\n", - " '20,00',\n", - " '30.376,00',\n", - " '5.878.049,00 ',\n", - " '05/02/2021 16:59']" + " '2,65',\n", + " '1,00',\n", + " '25.257,00',\n", + " '3.631.326,00 ',\n", + " '16:59']" ] }, - "execution_count": 103, + "execution_count": 10, "metadata": {}, "output_type": "execute_result" } @@ -983,1608 +982,2378 @@ }, { "cell_type": "code", - "execution_count": 104, + "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[[' GGAL ',\n", - " 'GFGC11881F',\n", - " ' Call ',\n", - " '19/02/2021 ',\n", - " ' 11881 ',\n", - " ' 8,15 ',\n", - " '23,600%1,56',\n", - " '0,00',\n", - " '0,00',\n", - " '8,50',\n", - " '3,00',\n", - " 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'0,00',\n", " '0,00',\n", - " '3,00',\n", - " '1.165,00 ',\n", - " '05/02/2021 14:32'],\n", + " '3.031,00',\n", + " '3.385,00 ',\n", + " '05/02/2021 16:51'],\n", " [' ALUA ',\n", " 'ALUC49.0FE',\n", " ' Call ',\n", @@ -2599,34 +3368,6 @@ " '5,00',\n", " '750,00 ',\n", " '05/02/2021 16:06'],\n", - " [' CEPU ',\n", - " 'CEPC38.0AB',\n", - " ' Call ',\n", - " '16/04/2021 ',\n", - " ' 38.0 ',\n", - " ' 3,65 ',\n", - " '4,290%0,15',\n", - " '0,00',\n", - " '0,00',\n", - " '0,00',\n", - " '0,00',\n", - " '2,00',\n", - " '730,00 ',\n", - " '05/02/2021 14:21'],\n", - " [' COME ',\n", - " 'COMC1.50FE',\n", - " ' Call ',\n", - " '19/02/2021 ',\n", - " ' 1.50 ',\n", - " ' 1,17 ',\n", - " '-4,100%0,05',\n", - " '0,00',\n", - " '0,00',\n", - " '0,00',\n", - " '0,00',\n", - " '6,00',\n", - " '707,00 ',\n", - " '05/02/2021 16:51'],\n", " [' ALUA ',\n", " 'ALUV47.0FE',\n", " ' Put ',\n", @@ -2670,34 +3411,6 @@ " '500,00 ',\n", " '05/02/2021 16:54'],\n", " [' ALUA ',\n", - " 'ALUC47.0FE',\n", - " ' Call ',\n", - " '19/02/2021 ',\n", - " ' 47.0 ',\n", - " ' 2,30 ',\n", - " '-2,130%0,05',\n", - " '0,00',\n", - " '0,00',\n", - " '0,00',\n", - " '0,00',\n", - " '2,00',\n", - " '465,00 ',\n", - " '05/02/2021 16:03'],\n", - " [' TGNO4 ',\n", - " 'TGNC42.0FE',\n", - " ' Call ',\n", - " '19/02/2021 ',\n", - " ' 42.0 ',\n", - " ' 1,40 ',\n", - " '0,000%0,00',\n", - " '2,00',\n", - " '1,40',\n", - " '0,00',\n", - " '0,00',\n", - " '2,00',\n", - " '290,00 ',\n", - " '05/02/2021 16:49'],\n", - " [' ALUA ',\n", " 'ALUC59.0AB',\n", " ' Call ',\n", " '16/04/2021 ',\n", @@ -2711,118 +3424,6 @@ " '2,00',\n", " '280,00 ',\n", " '05/02/2021 16:56'],\n", - " [' PAMP ',\n", - " 'PAMV81.0FE',\n", - " ' Put ',\n", - " '19/02/2021 ',\n", - " ' 81.0 ',\n", - " ' 1,15 ',\n", - " '-46,510%1,00',\n", - " '0,00',\n", - " '0,00',\n", - " '0,00',\n", - " '0,00',\n", - " '1,00',\n", - " '115,00 ',\n", - " '05/02/2021 14:48'],\n", - " [' YPFD ',\n", - " 'YPFV500.FE',\n", - " ' Put ',\n", - " '19/02/2021 ',\n", - " ' 500 ',\n", - " ' 0,50 ',\n", - " '-16,670%0,10',\n", - " '0,00',\n", - " '0,00',\n", - " '0,00',\n", - " '0,00',\n", - " '2,00',\n", - " '100,00 ',\n", - " '05/02/2021 14:49'],\n", - " [' TXAR ',\n", - " 'TXAC60.0FE',\n", - " ' Call ',\n", - " '19/02/2021 ',\n", - " ' 60.0 ',\n", - " ' 0,08 ',\n", - " '0,000%0,00',\n", - " '0,00',\n", - " '0,00',\n", - " '0,00',\n", - " '0,00',\n", - " '12,00',\n", - " '96,00 ',\n", - " '05/02/2021 15:54'],\n", - " [' ALUA ',\n", - " 'ALUC59.0FE',\n", - " ' Call ',\n", - " '19/02/2021 ',\n", - " ' 59.0 ',\n", - " ' 0,06 ',\n", - " '83,870%0,03',\n", - " '0,00',\n", - " '0,00',\n", - " '0,00',\n", - " '0,00',\n", - " '18,00',\n", - " '86,00 ',\n", - " '05/02/2021 16:41'],\n", - " [' ALUA ',\n", - " 'ALUC57.0FE',\n", - " ' Call ',\n", - " '19/02/2021 ',\n", - " ' 57.0 ',\n", - " ' 0,12 ',\n", - " '-0,830%0,00',\n", - " '0,00',\n", - " '0,00',\n", - " '0,00',\n", - " '0,00',\n", - " '4,00',\n", - " '48,00 ',\n", - " '05/02/2021 13:02'],\n", - " [' ALUA ',\n", - " 'ALUC55.0FE',\n", - " ' Call ',\n", - " '19/02/2021 ',\n", - " ' 55.0 ',\n", - " ' 0,15 ',\n", - " '-49,150%0,14',\n", - " '0,00',\n", - " '0,00',\n", - " '0,50',\n", - " '1,00',\n", - " '2,00',\n", - " '30,00 ',\n", - " '05/02/2021 14:18'],\n", - " [' TXAR ',\n", - " 'TXAC44.0FE',\n", - " ' Call ',\n", - " '19/02/2021 ',\n", - " ' 44.0 ',\n", - " ' 6,25 ',\n", - " '20,190%1,05',\n", - " '0,00',\n", - " '0,00',\n", - " '0,00',\n", - " '0,00',\n", - " '195,00',\n", - " '121.875,00 ',\n", - " '04/02/2021 16:56'],\n", - " [' GGAL ',\n", - " 'GFGC96.0FE',\n", - " ' Call ',\n", - " '19/02/2021 ',\n", - " ' 96.0 ',\n", - " ' 27,50 ',\n", - " '5,770%1,50',\n", - " '0,00',\n", - " '0,00',\n", - " '0,00',\n", - " '0,00',\n", - " '23,00',\n", - " '61.800,00 ',\n", - " '04/02/2021 16:54'],\n", " [' ALUA ',\n", " 'ALUC31.0AB',\n", " ' Call ',\n", @@ -2837,20 +3438,6 @@ " '28,00',\n", " '59.230,00 ',\n", " '04/02/2021 13:52'],\n", - " [' SUPV ',\n", - " 'SUPC53.0AB',\n", - " ' Call ',\n", - " '16/04/2021 ',\n", - " ' 53.0 ',\n", - " ' 9,50 ',\n", - " '5,560%0,50',\n", - " '0,00',\n", - " '0,00',\n", - " '11,90',\n", - " '15,00',\n", - " '45,00',\n", - " '38.660,00 ',\n", - " '04/02/2021 16:59'],\n", " [' CRES ',\n", " 'CREC52.0FE',\n", " ' Call ',\n", @@ -2893,20 +3480,6 @@ " '1,00',\n", " '20.000,00 ',\n", " '04/02/2021 13:13'],\n", - " [' YPFD ',\n", - " 'YPFV680.FE',\n", - " ' Put ',\n", - " '19/02/2021 ',\n", - " ' 680 ',\n", - " ' 35,00 ',\n", - " '-12,500%5,00',\n", - " '5,00',\n", - " '25,00',\n", - " '160,00',\n", - " '1,00',\n", - " '4,00',\n", - " '14.620,00 ',\n", - " '04/02/2021 12:11'],\n", " [' TXAR ',\n", " 'TXAC44.0JU',\n", " ' Call ',\n", @@ -2949,20 +3522,6 @@ " '10,00',\n", " '7.190,00 ',\n", " '04/02/2021 16:24'],\n", - " [' TXAR ',\n", - " 'TXAV50.0AB',\n", - " ' Put ',\n", - " '16/04/2021 ',\n", - " ' 50.0 ',\n", - " ' 2,50 ',\n", - " '65,890%0,99',\n", - " '0,00',\n", - " '0,00',\n", - " '0,00',\n", - " '0,00',\n", - " '23,00',\n", - " '5.625,00 ',\n", - " '04/02/2021 16:06'],\n", " [' CRES ',\n", " 'CREC58.0FE',\n", " ' Call ',\n", @@ -2984,27 +3543,13 @@ " ' 17.0 ',\n", " ' 4,00 ',\n", " '0,000%0,00',\n", - " '0,00',\n", - " '0,00',\n", - " '0,00',\n", - " '0,00',\n", - " '10,00',\n", - " '4.000,00 ',\n", - " '04/02/2021 11:39'],\n", - " [' TXAR ',\n", - " 'TXAC50.0AB',\n", - " ' Call ',\n", - " '16/04/2021 ',\n", - " ' 50.0 ',\n", - " ' 4,70 ',\n", - " '-0,020%0,00',\n", - " '6,00',\n", - " '4,50',\n", - " '7,49',\n", - " '15,00',\n", - " '8,00',\n", - " '3.760,00 ',\n", - " '04/02/2021 12:55'],\n", + " '0,00',\n", + " '0,00',\n", + " '0,00',\n", + " '0,00',\n", + " '10,00',\n", + " '4.000,00 ',\n", + " '04/02/2021 11:39'],\n", " [' CRES ',\n", " 'CREV64.0AB',\n", " ' Put ',\n", @@ -3019,48 +3564,6 @@ " '8,00',\n", " '3.600,00 ',\n", " '04/02/2021 15:21'],\n", - " [' TRAN ',\n", - " 'TRAC24.0FE',\n", - " ' Call ',\n", - " '19/02/2021 ',\n", - " ' 24.0 ',\n", - " ' 4,75 ',\n", - " '5,560%0,25',\n", - " '0,00',\n", - " '0,00',\n", - " '14,00',\n", - " '8,00',\n", - " '6,00',\n", - " '2.850,00 ',\n", - " '04/02/2021 13:13'],\n", - " [' VALO ',\n", - " 'GVAC28.0FE',\n", - " ' Call ',\n", - " '19/02/2021 ',\n", - " ' 28.0 ',\n", - " ' 0,74 ',\n", - " '0,000%0,00',\n", - " '0,00',\n", - " '0,00',\n", - " '0,00',\n", - " '0,00',\n", - " '37,00',\n", - " '2.723,00 ',\n", - " '04/02/2021 15:36'],\n", - " [' TECO2 ',\n", - " 'TECC240.FE',\n", - " ' Call ',\n", - " '19/02/2021 ',\n", - " ' 240 ',\n", - " ' 1,10 ',\n", - " '-21,430%0,30',\n", - " '0,00',\n", - " '0,00',\n", - " '0,00',\n", - " '0,00',\n", - " '21,00',\n", - " '2.210,00 ',\n", - " '04/02/2021 16:07'],\n", " [' GGAL ',\n", " 'GFGC120.JU',\n", " ' Call ',\n", @@ -3089,20 +3592,6 @@ " '4,00',\n", " '1.800,00 ',\n", " '04/02/2021 16:51'],\n", - " [' BOLT ',\n", - " 'BOLC4.20FE',\n", - " ' Call ',\n", - " '19/02/2021 ',\n", - " ' 4.20 ',\n", - " ' 0,08 ',\n", - " '-2,500%0,00',\n", - " '0,00',\n", - " '0,00',\n", - " '0,00',\n", - " '0,00',\n", - " '210,00',\n", - " '1.635,00 ',\n", - " '04/02/2021 16:24'],\n", " [' TECO2 ',\n", " 'TECC220.FE',\n", " ' Call ',\n", @@ -3117,20 +3606,6 @@ " '6,00',\n", " '1.500,00 ',\n", " '04/02/2021 16:07'],\n", - " [' TXAR ',\n", - " 'TXAC56.0FE',\n", - " ' Call ',\n", - " '19/02/2021 ',\n", - " ' 56.0 ',\n", - " ' 0,40 ',\n", - " '0,000%0,00',\n", - " '0,00',\n", - " '0,00',\n", - " '0,00',\n", - " '0,00',\n", - " '32,00',\n", - " '1.280,00 ',\n", - " '04/02/2021 13:57'],\n", " [' SUPV ',\n", " 'SUPV53.0AB',\n", " ' Put ',\n", @@ -3159,20 +3634,6 @@ " '8,00',\n", " '699,00 ',\n", " '04/02/2021 15:31'],\n", - " [' VALO ',\n", - " 'GVAC30.0FE',\n", - " ' Call ',\n", - " '19/02/2021 ',\n", - " ' 30.0 ',\n", - " ' 0,20 ',\n", - " '100,000%0,10',\n", - " '0,00',\n", - " '0,00',\n", - " '0,00',\n", - " '0,00',\n", - " '39,00',\n", - " '595,00 ',\n", - " '04/02/2021 15:48'],\n", " [' PAMP ',\n", " 'PAMV73.0FE',\n", " ' Put ',\n", @@ -3201,34 +3662,6 @@ " '81,00',\n", " '81,00 ',\n", " '04/02/2021 15:22'],\n", - " [' ALUA ',\n", - " 'ALUC53.0FE',\n", - " ' Call ',\n", - " '19/02/2021 ',\n", - " ' 53.0 ',\n", - " ' 0,40 ',\n", - " '0,000%0,00',\n", - " '0,00',\n", - " '0,00',\n", - " '0,00',\n", - " '0,00',\n", - " '2,00',\n", - " '80,00 ',\n", - " '04/02/2021 15:51'],\n", - " [' TXAR ',\n", - " 'TXAC54.0FE',\n", - " ' Call ',\n", - " '19/02/2021 ',\n", - " ' 54.0 ',\n", - " ' 0,40 ',\n", - " '-60,000%0,60',\n", - " '0,00',\n", - " '0,00',\n", - " '0,00',\n", - " '0,00',\n", - " '1,00',\n", - " '40,00 ',\n", - " '04/02/2021 12:14'],\n", " [' GGAL ',\n", " 'GFGC175.FE',\n", " ' Call ',\n", @@ -3257,20 +3690,6 @@ " '14,00',\n", " '26.600,00 ',\n", " '03/02/2021 11:22'],\n", - " [' CRES ',\n", - " 'CREC80.0JU',\n", - " ' Call ',\n", - " '18/06/2021 ',\n", - " ' 80.0 ',\n", - " ' 12,50 ',\n", - " '4,170%0,50',\n", - " '0,00',\n", - " '0,00',\n", - " '15,00',\n", - " '8,00',\n", - " '16,00',\n", - " '19.400,00 ',\n", - " '03/02/2021 16:56'],\n", " [' PAMP ',\n", " 'PAMV77.0AB',\n", " ' Put ',\n", @@ -3300,20 +3719,6 @@ " '3.800,00 ',\n", " '03/02/2021 13:31'],\n", " [' YPFD ',\n", - " 'YPFC760.AB',\n", - " ' Call ',\n", - " '16/04/2021 ',\n", - " ' 760 ',\n", - " ' 28,00 ',\n", - " '46,600%8,90',\n", - " '0,00',\n", - " '0,00',\n", - " '0,00',\n", - " '0,00',\n", - " '1,00',\n", - " '2.800,00 ',\n", - " '03/02/2021 16:59'],\n", - " [' YPFD ',\n", " 'YPFV400.AB',\n", " ' Put ',\n", " '16/04/2021 ',\n", @@ -3328,34 +3733,6 @@ " '2.500,00 ',\n", " '03/02/2021 16:33'],\n", " [' TXAR ',\n", - " 'TXAV50.0FE',\n", - " ' Put ',\n", - " '19/02/2021 ',\n", - " ' 50.0 ',\n", - " ' 1,20 ',\n", - " '-40,000%0,80',\n", - " '0,00',\n", - " '0,00',\n", - " '0,00',\n", - " '0,00',\n", - " '10,00',\n", - " '1.200,00 ',\n", - " '03/02/2021 14:45'],\n", - " [' COME ',\n", - " 'COMC3.60FE',\n", - " ' Call ',\n", - " '19/02/2021 ',\n", - " ' 3.60 ',\n", - " ' 0,00 ',\n", - " '50,000%0,00',\n", - " '0,00',\n", - " '0,00',\n", - " '0,10',\n", - " '100,00',\n", - " '3.671,00',\n", - " '736,00 ',\n", - " '03/02/2021 14:38'],\n", - " [' TXAR ',\n", " 'TXAC66.0AB',\n", " ' Call ',\n", " '16/04/2021 ',\n", @@ -3369,34 +3746,6 @@ " '7,00',\n", " '630,00 ',\n", " '03/02/2021 16:44'],\n", - " [' TRAN ',\n", - " 'TRAC26.0FE',\n", - " ' Call ',\n", - " '19/02/2021 ',\n", - " ' 26.0 ',\n", - " ' 1,90 ',\n", - " '26,670%0,40',\n", - " '0,00',\n", - " '0,00',\n", - " '0,00',\n", - " '0,00',\n", - " '3,00',\n", - " '570,00 ',\n", - " '03/02/2021 14:01'],\n", - " [' TGNO4 ',\n", - " 'TGNC44.0FE',\n", - " ' Call ',\n", - " '19/02/2021 ',\n", - " ' 44.0 ',\n", - " ' 1,00 ',\n", - " '0,000%0,00',\n", - " '0,00',\n", - " '0,00',\n", - " '0,00',\n", - " '0,00',\n", - " '5,00',\n", - " '500,00 ',\n", - " '03/02/2021 14:45'],\n", " [' TXAR ',\n", " 'TXAC64.0AB',\n", " ' Call ',\n", @@ -3495,48 +3844,6 @@ " '143,00',\n", " '14,00 ',\n", " '03/02/2021 12:52'],\n", - " [' YPFD ',\n", - " 'YPFV600.FE',\n", - " ' Put ',\n", - " '19/02/2021 ',\n", - " ' 600 ',\n", - " ' 32,00 ',\n", - " '45,450%10,00',\n", - " '0,00',\n", - " '0,00',\n", - " '39,75',\n", - " '4,00',\n", - " '1,00',\n", - " '3.200,00 ',\n", - " '02/02/2021 13:38'],\n", - " [' YPFD ',\n", - " 'YPFC840.FE',\n", - " ' Call ',\n", - " '19/02/2021 ',\n", - " ' 840 ',\n", - " ' 1,50 ',\n", - " '0,000%0,00',\n", - " '0,00',\n", - " '0,00',\n", - " '0,00',\n", - " '0,00',\n", - " '1,00',\n", - " '150,00 ',\n", - " '02/02/2021 15:23'],\n", - " [' TGNO4 ',\n", - " 'TGNC42.0AB',\n", - " ' Call ',\n", - " '16/04/2021 ',\n", - " ' 42.0 ',\n", - " ' 4,50 ',\n", - " '60,710%1,70',\n", - " '0,00',\n", - " '0,00',\n", - " '4,50',\n", - " '5,00',\n", - " '55,00',\n", - " '20.250,00 ',\n", - " '01/02/2021 16:15'],\n", " [' BHIP ',\n", " 'BHIC8.00FE',\n", " ' Call ',\n", @@ -3551,34 +3858,6 @@ " '135,00',\n", " '14.175,00 ',\n", " '01/02/2021 15:17'],\n", - " [' GGAL ',\n", - " 'GFGC126.JU',\n", - " ' Call ',\n", - " '18/06/2021 ',\n", - " ' 126 ',\n", - " ' 19,00 ',\n", - " '0,000%0,00',\n", - " '0,00',\n", - " '0,00',\n", - " '0,00',\n", - " '0,00',\n", - " '6,00',\n", - " '11.400,00 ',\n", - " '01/02/2021 13:13'],\n", - " [' TGNO4 ',\n", - " 'TGNC44.0AB',\n", - " ' Call ',\n", - " '16/04/2021 ',\n", - " ' 44.0 ',\n", - " ' 2,00 ',\n", - " '0,000%0,00',\n", - " '0,00',\n", - " '0,00',\n", - " '3,00',\n", - " '20,00',\n", - " '10,00',\n", - " '2.000,00 ',\n", - " '01/02/2021 13:46'],\n", " [' ALUA ',\n", " 'ALUV53.0FE',\n", " ' Put ',\n", @@ -3635,20 +3914,6 @@ " '11,00',\n", " '4.332,00 ',\n", " '29/01/2021 16:57'],\n", - " [' YPFD ',\n", - " 'YPFV400.FE',\n", - " ' Put ',\n", - " '19/02/2021 ',\n", - " ' 400 ',\n", - " ' 0,70 ',\n", - " '-0,280%0,00',\n", - " '0,00',\n", - " '0,00',\n", - " '0,00',\n", - " '0,00',\n", - " '31,00',\n", - " '2.170,00 ',\n", - " '29/01/2021 15:12'],\n", " [' SUPV ',\n", " 'SUPC53.0JU',\n", " ' Call ',\n", @@ -3661,36 +3926,8 @@ " '0,00',\n", " '0,00',\n", " '20,00',\n", - " '16.000,00 ',\n", - " '28/01/2021 11:30'],\n", - " [' YPFD ',\n", - " 'YPFV640.FE',\n", - " ' Put ',\n", - " '19/02/2021 ',\n", - " ' 640 ',\n", - " ' 20,00 ',\n", - " '-75,000%60,00',\n", - " '0,00',\n", - " '0,00',\n", - " '0,00',\n", - " '0,00',\n", - " '6,00',\n", - " '14.500,00 ',\n", - " '28/01/2021 11:27'],\n", - " [' TRAN ',\n", - " 'TRAC34.0AB',\n", - " ' Call ',\n", - " '16/04/2021 ',\n", - " ' 34.0 ',\n", - " ' 1,00 ',\n", - " '0,000%0,00',\n", - " '0,00',\n", - " '0,00',\n", - " '0,00',\n", - " '0,00',\n", - " '91,00',\n", - " '8.780,00 ',\n", - " '28/01/2021 16:16'],\n", + " '16.000,00 ',\n", + " '28/01/2021 11:30'],\n", " [' GGAL ',\n", " 'GFGC117.JU',\n", " ' Call ',\n", @@ -3705,20 +3942,6 @@ " '3,00',\n", " '7.500,00 ',\n", " '28/01/2021 15:27'],\n", - " [' PAMP ',\n", - " 'PAMC85.0FE',\n", - " ' Call ',\n", - " '19/02/2021 ',\n", - " ' 85.0 ',\n", - " ' 2,00 ',\n", - " '0,000%0,00',\n", - " '0,00',\n", - " '0,00',\n", - " '0,00',\n", - " '0,00',\n", - " '5,00',\n", - " '1.000,00 ',\n", - " '28/01/2021 15:23'],\n", " [' ALUA ',\n", " 'ALUV41.0FE',\n", " ' Put ',\n", @@ -3733,20 +3956,6 @@ " '7,00',\n", " '89,00 ',\n", " '28/01/2021 15:16'],\n", - " [' TGNO4 ',\n", - " 'TGNC50.0FE',\n", - " ' Call ',\n", - " '19/02/2021 ',\n", - " ' 50.0 ',\n", - " ' 0,06 ',\n", - " '20,000%0,01',\n", - " '0,00',\n", - " '0,00',\n", - " '4,25',\n", - " '3,00',\n", - " '2,00',\n", - " '11,00 ',\n", - " '28/01/2021 16:08'],\n", " [' GGAL ',\n", " 'GFGC114.JU',\n", " ' Call ',\n", @@ -3789,34 +3998,6 @@ " '5,00',\n", " '8.000,00 ',\n", " '26/01/2021 11:55'],\n", - " [' COME ',\n", - " 'COMV2.20FE',\n", - " ' Put ',\n", - " '19/02/2021 ',\n", - " ' 2.20 ',\n", - " ' 0,03 ',\n", - " '-28,570%0,01',\n", - " '0,00',\n", - " '0,00',\n", - " '0,00',\n", - " '0,00',\n", - " '20,00',\n", - " '57,00 ',\n", - " '26/01/2021 16:16'],\n", - " [' YPFD ',\n", - " 'YPFV720.FE',\n", - " ' Put ',\n", - " '19/02/2021 ',\n", - " ' 720 ',\n", - " ' 165,00 ',\n", - " '60,190%62,00',\n", - " '0,00',\n", - " '0,00',\n", - " '0,00',\n", - " '0,00',\n", - " '3,00',\n", - " '47.000,00 ',\n", - " '25/01/2021 16:52'],\n", " [' GGAL ',\n", " 'GFGC111.JU',\n", " ' Call ',\n", @@ -3915,20 +4096,6 @@ " '39,00',\n", " '535,00 ',\n", " '21/01/2021 15:58'],\n", - " [' CEPU ',\n", - " 'CEPC42.0FE',\n", - " ' Call ',\n", - " '19/02/2021 ',\n", - " ' 42.0 ',\n", - " ' 0,88 ',\n", - " '7,030%0,06',\n", - " '0,00',\n", - " '0,00',\n", - " '0,00',\n", - " '0,00',\n", - " '2,00',\n", - " '177,00 ',\n", - " '21/01/2021 13:53'],\n", " [' GGAL ',\n", " 'GFGC93.0FE',\n", " ' Call ',\n", @@ -3999,20 +4166,6 @@ " '2,00',\n", " '30,00 ',\n", " '20/01/2021 16:53'],\n", - " [' COME ',\n", - " 'COMV2.70FE',\n", - " ' Put ',\n", - " '19/02/2021 ',\n", - " ' 2.70 ',\n", - " ' 0,38 ',\n", - " '8,570%0,03',\n", - " '0,00',\n", - " '0,00',\n", - " '0,00',\n", - " '0,00',\n", - " '491,00',\n", - " '17.188,00 ',\n", - " '19/01/2021 15:21'],\n", " [' GGAL ',\n", " 'GFGC155.JU',\n", " ' Call ',\n", @@ -4111,20 +4264,6 @@ " '4,00',\n", " '240,00 ',\n", " '15/01/2021 16:48'],\n", - " [' YPFD ',\n", - " 'YPFV600.AB',\n", - " ' Put ',\n", - " '16/04/2021 ',\n", - " ' 600 ',\n", - " ' 45,50 ',\n", - " '0,000%0,00',\n", - " '0,00',\n", - " '0,00',\n", - " '0,00',\n", - " '0,00',\n", - " '3,00',\n", - " '13.650,00 ',\n", - " '14/01/2021 16:22'],\n", " [' SUPV ',\n", " 'SUPC62.0FE',\n", " ' Call ',\n", @@ -4251,24 +4390,10 @@ " '1,00',\n", " '8.000,00 ',\n", " '11/01/2021 12:03'],\n", - " [' GGAL ',\n", - " 'GFGC140.EN',\n", - " ' Call ',\n", - " '21/01/2022 ',\n", - " ' 140 ',\n", - " ' 0,04 ',\n", - " '-21,570%0,01',\n", - " '0,00',\n", - " '0,00',\n", - " '0,00',\n", - " '0,00',\n", - " '427,00',\n", - " '1.708,00 ',\n", - " '11/01/2021 14:56'],\n", " []]" ] }, - "execution_count": 104, + "execution_count": 11, "metadata": {}, "output_type": "execute_result" } @@ -4282,7 +4407,7 @@ }, { "cell_type": "code", - "execution_count": 120, + "execution_count": 135, "metadata": {}, "outputs": [ { @@ -4326,87 +4451,87 @@ " \n", " 0\n", " GGAL\n", - " GFGC11881F\n", + " GFGC129.FE\n", " Call\n", " 19/02/2021\n", - " 11...\n", - " 8,15\n", - " 23,600%1,56\n", + " 12...\n", + " 2,20\n", + " -17,320%0,46\n", " 0,00\n", " 0,00\n", - " 8,50\n", - " 3,00\n", - " 16.937,00\n", - " 12.959.471,00 ...\n", - " 05/02/2021 16:59\n", + " 2,50\n", + " 11,00\n", + " 15.664,00\n", + " 3.865.551,00 ...\n", + " 16:59\n", " \n", " \n", " 1\n", " GGAL\n", - " GFGC129.FE\n", + " GFGC132.FE\n", " Call\n", " 19/02/2021\n", - " 12...\n", - " 2,09\n", - " 21,790%0,37\n", + " 13...\n", + " 1,20\n", + " -26,290%0,43\n", " 0,00\n", " 0,00\n", - " 4,00\n", - " 20,00\n", - " 30.376,00\n", - " 5.878.049,00 ...\n", - " 05/02/2021 16:59\n", + " 2,65\n", + " 1,00\n", + " 25.257,00\n", + " 3.631.326,00 ...\n", + " 16:59\n", " \n", " \n", " 2\n", " GGAL\n", - " GFGC12481F\n", + " GFGC105.FE\n", " Call\n", " 19/02/2021\n", - " 12...\n", - " 3,80\n", - " 22,170%0,69\n", + " 10...\n", + " 22,40\n", + " 1,820%0,40\n", " 0,00\n", " 0,00\n", - " 0,00\n", - " 0,00\n", - " 15.780,00\n", - " 5.762.187,00 ...\n", - " 05/02/2021 16:59\n", + " 30,00\n", + " 1,00\n", + " 1.540,00\n", + " 3.483.830,00 ...\n", + " 16:58\n", " \n", " \n", " 3\n", " GGAL\n", - " GFGC114.FE\n", + " GFGC11881F\n", " Call\n", " 19/02/2021\n", " 11...\n", - " 12,05\n", - " 12,280%1,32\n", + " 9,00\n", + " -2,300%0,21\n", " 0,00\n", " 0,00\n", - " 20,00\n", - " 40,00\n", - " 4.115,00\n", - " 4.880.160,00 ...\n", - " 05/02/2021 16:55\n", + " 25,00\n", + " 4,00\n", + " 3.699,00\n", + " 3.428.188,00 ...\n", + " 16:59\n", " \n", " \n", " 4\n", " GGAL\n", - " GFGC132.FE\n", + " GFGC12481F\n", " Call\n", " 19/02/2021\n", - " 13...\n", - " 1,30\n", - " 27,580%0,28\n", + " 12...\n", + " 4,30\n", + " -6,880%0,32\n", " 0,00\n", " 0,00\n", " 0,00\n", " 0,00\n", - " 39.268,00\n", - " 4.553.676,00 ...\n", - " 05/02/2021 16:59\n", + " 4.874,00\n", + " 2.251.917,00 ...\n", + " 16:59\n", " \n", " \n", " ...\n", @@ -4426,7 +4551,24 @@ " ...\n", " \n", " \n", - " 230\n", + " 239\n", + " CEPU\n", + " CEPC40.0FE\n", + " Call\n", + " 19/02/2021\n", + " 40...\n", + " 1,10\n", + " 4,760%0,05\n", + " 0,00\n", + " 0,00\n", + " 0,00\n", + " 0,00\n", + " 1,00\n", + " 110,00\n", + " 13/01/2021 13:35\n", + " \n", + " \n", + " 240\n", " TECO2\n", " TECV190.FE\n", " Put\n", @@ -4443,7 +4585,7 @@ " 12/01/2021 14:40\n", " \n", " \n", - " 231\n", + " 241\n", " CEPU\n", " CEPV32.0AB\n", " Put\n", @@ -4460,7 +4602,7 @@ " 12/01/2021 16:12\n", " \n", " \n", - " 232\n", + " 242\n", " YPFD\n", " YPFV760.FE\n", " Put\n", @@ -4477,24 +4619,7 @@ " 11/01/2021 12:03\n", " \n", " \n", - " 233\n", - " GGAL\n", - " GFGC140.EN\n", - " Call\n", - " 21/01/2022\n", - " 14...\n", - " 0,04\n", - " -21,570%0,01\n", - " 0,00\n", - " 0,00\n", - " 0,00\n", - " 0,00\n", - " 427,00\n", - " 1.708,00\n", - " 11/01/2021 14:56\n", - " \n", - " \n", - " 234\n", + " 243\n", " None\n", " None\n", " None\n", @@ -4512,79 +4637,79 @@ " \n", " \n", "\n", - "

235 rows × 14 columns

\n", + "

244 rows × 14 columns

\n", "" ], "text/plain": [ " Subyacente Especie Tipo Vencimiento \\\n", - "0 GGAL GFGC11881F Call 19/02/2021 \n", - "1 GGAL GFGC129.FE Call 19/02/2021 \n", - "2 GGAL GFGC12481F Call 19/02/2021 \n", - "3 GGAL GFGC114.FE Call 19/02/2021 \n", - "4 GGAL GFGC132.FE Call 19/02/2021 \n", + "0 GGAL GFGC129.FE Call 19/02/2021 \n", + "1 GGAL GFGC132.FE Call 19/02/2021 \n", + "2 GGAL GFGC105.FE Call 19/02/2021 \n", + "3 GGAL GFGC11881F Call 19/02/2021 \n", + "4 GGAL GFGC12481F Call 19/02/2021 \n", ".. ... ... ... ... \n", - "230 TECO2 TECV190.FE Put 19/02/2021 \n", - "231 CEPU CEPV32.0AB Put 16/04/2021 \n", - "232 YPFD YPFV760.FE Put 19/02/2021 \n", - "233 GGAL GFGC140.EN Call 21/01/2022 \n", - "234 None None None None \n", + "239 CEPU CEPC40.0FE Call 19/02/2021 \n", + "240 TECO2 TECV190.FE Put 19/02/2021 \n", + "241 CEPU CEPV32.0AB Put 16/04/2021 \n", + "242 YPFD YPFV760.FE Put 19/02/2021 \n", + "243 None None None None \n", "\n", " Precio ejercicio Último precio (prima) \\\n", - "0 11... 8,15 \n", - "1 12... 2,09 \n", - "2 12... 3,80 \n", - "3 11... 12,05 \n", - "4 13... 1,30 \n", + "0 12... 2,20 \n", + "1 13... 1,20 \n", + "2 10... 22,40 \n", + "3 11... 9,00 \n", + "4 12... 4,30 \n", ".. ... ... \n", - "230 19... 5,00 \n", - "231 32... 0,40 \n", - "232 76... 80,00 \n", - "233 14... 0,04 \n", - "234 None None \n", + "239 40... 1,10 \n", + "240 19... 5,00 \n", + "241 32... 0,40 \n", + "242 76... 80,00 \n", + "243 None None \n", "\n", " Variación Cant. compra Precio compra Precio venta Cant. venta \\\n", - "0 23,600%1,56 0,00 0,00 8,50 3,00 \n", - "1 21,790%0,37 0,00 0,00 4,00 20,00 \n", - "2 22,170%0,69 0,00 0,00 0,00 0,00 \n", - "3 12,280%1,32 0,00 0,00 20,00 40,00 \n", - "4 27,580%0,28 0,00 0,00 0,00 0,00 \n", + "0 -17,320%0,46 0,00 0,00 2,50 11,00 \n", + "1 -26,290%0,43 0,00 0,00 2,65 1,00 \n", + "2 1,820%0,40 0,00 0,00 30,00 1,00 \n", + "3 -2,300%0,21 0,00 0,00 25,00 4,00 \n", + "4 -6,880%0,32 0,00 0,00 0,00 0,00 \n", ".. ... ... ... ... ... \n", - "230 0,000%0,00 0,00 0,00 0,00 0,00 \n", - "231 0,000%0,00 0,00 0,00 0,00 0,00 \n", - "232 0,000%0,00 0,00 0,00 0,00 0,00 \n", - "233 -21,570%0,01 0,00 0,00 0,00 0,00 \n", - "234 None None None None None \n", + "239 4,760%0,05 0,00 0,00 0,00 0,00 \n", + "240 0,000%0,00 0,00 0,00 0,00 0,00 \n", + "241 0,000%0,00 0,00 0,00 0,00 0,00 \n", + "242 0,000%0,00 0,00 0,00 0,00 0,00 \n", + "243 None None None None None \n", "\n", " Volumen (lotes) Volumen (monto) \\\n", - "0 16.937,00 12.959.471,00 ... \n", - "1 30.376,00 5.878.049,00 ... \n", - "2 15.780,00 5.762.187,00 ... \n", - "3 4.115,00 4.880.160,00 ... \n", - "4 39.268,00 4.553.676,00 ... \n", + "0 15.664,00 3.865.551,00 ... \n", + "1 25.257,00 3.631.326,00 ... \n", + "2 1.540,00 3.483.830,00 ... \n", + "3 3.699,00 3.428.188,00 ... \n", + "4 4.874,00 2.251.917,00 ... \n", ".. ... ... \n", - "230 10,00 5.000,00 \n", - "231 4,00 160,00 \n", - "232 1,00 8.000,00 \n", - "233 427,00 1.708,00 \n", - "234 None None \n", + "239 1,00 110,00 \n", + "240 10,00 5.000,00 \n", + "241 4,00 160,00 \n", + "242 1,00 8.000,00 \n", + "243 None None \n", "\n", " Hora \n", - "0 05/02/2021 16:59 \n", - "1 05/02/2021 16:59 \n", - "2 05/02/2021 16:59 \n", - "3 05/02/2021 16:55 \n", - "4 05/02/2021 16:59 \n", + "0 16:59 \n", + "1 16:59 \n", + "2 16:58 \n", + "3 16:59 \n", + "4 16:59 \n", ".. ... \n", - "230 12/01/2021 14:40 \n", - "231 12/01/2021 16:12 \n", - "232 11/01/2021 12:03 \n", - "233 11/01/2021 14:56 \n", - "234 None \n", + "239 13/01/2021 13:35 \n", + "240 12/01/2021 14:40 \n", + "241 12/01/2021 16:12 \n", + "242 11/01/2021 12:03 \n", + "243 None \n", "\n", - "[235 rows x 14 columns]" + "[244 rows x 14 columns]" ] }, - "execution_count": 120, + "execution_count": 135, "metadata": {}, "output_type": "execute_result" } @@ -4596,7 +4721,7 @@ }, { "cell_type": "code", - "execution_count": 121, + "execution_count": 136, "metadata": {}, "outputs": [], "source": [ @@ -4605,25 +4730,219 @@ }, { "cell_type": "code", - "execution_count": 127, + "execution_count": 137, "metadata": {}, "outputs": [], "source": [ - "df[['Vencimiento', 'Hora']] =df[['Vencimiento', 'Hora']].astype('datetime64[ns]')" + "df[['Vencimiento', 'Hora']] = df[['Vencimiento', 'Hora']].astype('datetime64[ns]')" + ] + }, + { + "cell_type": "code", + "execution_count": 138, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Subyacente object\n", + "Tipo object\n", + "Vencimiento datetime64[ns]\n", + "Precio ejercicio object\n", + "Último precio (prima) object\n", + "Variación object\n", + "Cant. compra object\n", + "Precio compra object\n", + "Precio venta object\n", + "Cant. venta object\n", + "Volumen (lotes) object\n", + "Volumen (monto) object\n", + "Hora datetime64[ns]\n", + "dtype: object" + ] + }, + "execution_count": 138, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.dtypes" + ] + }, + { + "cell_type": "code", + "execution_count": 139, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Subyacente object\n", + "Tipo object\n", + "Vencimiento datetime64[ns]\n", + "Precio ejercicio float64\n", + "Último precio (prima) float64\n", + "Variación object\n", + "Cant. compra float64\n", + "Precio compra float64\n", + "Precio venta float64\n", + "Cant. venta float64\n", + "Volumen (lotes) float64\n", + "Volumen (monto) float64\n", + "Hora datetime64[ns]\n", + "dtype: object" + ] + }, + "execution_count": 139, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df[['Cant. venta','Precio ejercicio', 'Último precio (prima)', 'Precio compra', 'Precio venta', 'Cant. venta', 'Volumen (lotes)', 'Volumen (monto)', 'Cant. compra' ]] = df[[ 'Cant. venta','Precio ejercicio', 'Último precio (prima)', 'Precio compra', 'Precio venta', 'Cant. venta', 'Volumen (lotes)', 'Volumen (monto)', 'Cant. compra']].applymap(lambda x: x.replace('.','').replace(',','.') if x is not None else x).astype('float64')\n", + "df.dtypes" ] }, { "cell_type": "code", - "execution_count": 124, + "execution_count": 140, "metadata": {}, "outputs": [], "source": [ - "df[['Precio ejercicio','Último precio (prima)','Variación', 'Cant. compra', 'Precio compra', 'Precio venta', 'Cant. venta', 'Volumen (lotes)', Volumen (monto) ]] =df['Hora'].astype('float64')" + "df['Variación'] = df['Variación'].str.split('%')\n" + ] + }, + { + "cell_type": "code", + "execution_count": 158, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/diego/.miniconda3/lib/python3.7/site-packages/ipykernel_launcher.py:3: FutureWarning: set_value is deprecated and will be removed in a future release. Please use .at[] or .iat[] accessors instead\n", + " This is separate from the ipykernel package so we can avoid doing imports until\n" + ] + }, + { + "data": { + "text/plain": [ + "Especie\n", + "GFGC129.FE None\n", + "GFGC132.FE None\n", + "GFGC105.FE None\n", + "GFGC11881F None\n", + "GFGC12481F None\n", + " ... \n", + "CEPC40.0FE None\n", + "TECV190.FE None\n", + "CEPV32.0AB None\n", + "YPFV760.FE None\n", + "NaN None\n", + "Name: Variación, Length: 244, dtype: object" + ] + }, + "execution_count": 158, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "def dos_columnas(x):\n", + " if x is not None:\n", + " df['Variación %'].at(x[0], x[0])\n", + " else:\n", + " x\n", + " \n", + "df['Variación'].apply(dos_columnas)" + ] + }, + { + "cell_type": "code", + "execution_count": 144, + "metadata": {}, + "outputs": [ + { + "ename": "TypeError", + "evalue": "object of type 'NoneType' has no len()", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mTypeError\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mdf\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'Variación'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mapply\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;32mlambda\u001b[0m \u001b[0mx\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mpd\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mSeries\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mx\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mx\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0;32mNone\u001b[0m \u001b[0;32melse\u001b[0m \u001b[0mx\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m", + "\u001b[0;32m~/.miniconda3/lib/python3.7/site-packages/pandas/core/series.py\u001b[0m in \u001b[0;36mapply\u001b[0;34m(self, func, convert_dtype, args, **kwds)\u001b[0m\n\u001b[1;32m 4048\u001b[0m \u001b[0;31m# GH 25959 use pd.array instead of tolist\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 4049\u001b[0m \u001b[0;31m# so extension arrays can be used\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 4050\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_constructor_expanddim\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpd\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0marray\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmapped\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mindex\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mindex\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 4051\u001b[0m \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 4052\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_constructor\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmapped\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mindex\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mindex\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__finalize__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;32m~/.miniconda3/lib/python3.7/site-packages/pandas/core/frame.py\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, data, index, columns, dtype, copy)\u001b[0m\n\u001b[1;32m 448\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mis_named_tuple\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdata\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m 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\u001b[0mcoerce_float\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mcoerce_float\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mdtype\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mdtype\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 472\u001b[0m )\n\u001b[1;32m 473\u001b[0m \u001b[0;32melif\u001b[0m \u001b[0misinstance\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdata\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mCategorical\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;32m~/.miniconda3/lib/python3.7/site-packages/pandas/core/internals/construction.py\u001b[0m in \u001b[0;36m_list_of_series_to_arrays\u001b[0;34m(data, columns, coerce_float, dtype)\u001b[0m\n\u001b[1;32m 515\u001b[0m \u001b[0mindex\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mgetattr\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0ms\u001b[0m\u001b[0;34m,\u001b[0m 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\u001b[0mpd\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mDataFrame\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdf\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'Variación'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtolist\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcolumns\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'Variación %'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m'Variación'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 2\u001b[0m \u001b[0mdf3\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;32m~/.miniconda3/lib/python3.7/site-packages/pandas/core/frame.py\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, data, index, columns, dtype, copy)\u001b[0m\n\u001b[1;32m 448\u001b[0m \u001b[0;32mif\u001b[0m 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\u001b[0mdtype\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mdtype\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 451\u001b[0m \u001b[0mcolumns\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mensure_index\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcolumns\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 452\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;32m~/.miniconda3/lib/python3.7/site-packages/pandas/core/internals/construction.py\u001b[0m in \u001b[0;36mto_arrays\u001b[0;34m(data, columns, coerce_float, dtype)\u001b[0m\n\u001b[1;32m 462\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0;34m[\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m[\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;31m# columns if columns is not None else []\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 463\u001b[0m \u001b[0;32mif\u001b[0m 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\u001b[0misinstance\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdata\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mabc\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mMapping\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 466\u001b[0m return _list_of_dict_to_arrays(\n", + "\u001b[0;32m~/.miniconda3/lib/python3.7/site-packages/pandas/core/internals/construction.py\u001b[0m in \u001b[0;36m_list_to_arrays\u001b[0;34m(data, columns, coerce_float, dtype)\u001b[0m\n\u001b[1;32m 494\u001b[0m \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 495\u001b[0m \u001b[0;31m# list of lists\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 496\u001b[0;31m \u001b[0mcontent\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mlist\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mlib\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mto_object_array\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdata\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mT\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 497\u001b[0m \u001b[0;31m# gh-26429 do not raise user-facing AssertionError\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 498\u001b[0m \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;32mpandas/_libs/lib.pyx\u001b[0m in \u001b[0;36mpandas._libs.lib.to_object_array\u001b[0;34m()\u001b[0m\n", + "\u001b[0;31mTypeError\u001b[0m: object of type 'NoneType' has no len()" + ] + } + ], + "source": [ + "df3 = pd.DataFrame(df['Variación'].tolist(), columns=['Variación %', 'Variación'])\n", + "df3" + ] + }, + { + "cell_type": "code", + "execution_count": 130, + "metadata": {}, + "outputs": [ + { + "ename": "AttributeError", + "evalue": "'Series' object has no attribute 'Variación'", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mAttributeError\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[0mdf2\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'Variación'\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mdf\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'Variación'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mstr\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msplit\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'%'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 2\u001b[0;31m \u001b[0mdf2\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'Variación'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mVariación\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtolist\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m", + "\u001b[0;32m~/.miniconda3/lib/python3.7/site-packages/pandas/core/generic.py\u001b[0m in \u001b[0;36m__getattr__\u001b[0;34m(self, name)\u001b[0m\n\u001b[1;32m 5177\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_info_axis\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_can_hold_identifiers_and_holds_name\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 5178\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 5179\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mobject\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__getattribute__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 5180\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 5181\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0m__setattr__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mname\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mvalue\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;31mAttributeError\u001b[0m: 'Series' object has no attribute 'Variación'" + ] + } + ], + "source": [ + "df2['Variación'] = df['Variación'].str.split('%')\n", + "df2['Variación'].Variación" ] }, { "cell_type": "code", - "execution_count": 128, + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 74, "metadata": {}, "outputs": [ { @@ -4645,7 +4964,7 @@ "dtype: object" ] }, - "execution_count": 128, + "execution_count": 74, "metadata": {}, "output_type": "execute_result" } From 0f632ffbe0b8912fb1c0869557038b9f66c13dd1 Mon Sep 17 00:00:00 2001 From: purohr Date: Fri, 12 Feb 2021 21:10:40 -0500 Subject: [PATCH 10/10] =?UTF-8?q?Se=20parsean=20todos=20los=20datos=20como?= =?UTF-8?q?=20se=20ha=20requerido=20en=20el=20reto,=20se=20a=C3=B1aden=20c?= =?UTF-8?q?omentarios,=20aunque=20se=20puede=20mejorar=20el=20codigo=20hac?= =?UTF-8?q?iendo=20clases=20y=20demas,=20quiero=20evitar=20la=20fatiga?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../soluciones 002/Puroh_002.ipynb | 6771 +++++++++-------- 1 file changed, 3804 insertions(+), 2967 deletions(-) diff --git a/002 Leer datos de una web - Scrapping/soluciones 002/Puroh_002.ipynb b/002 Leer datos de una web - Scrapping/soluciones 002/Puroh_002.ipynb index c969938..431fd4b 100644 --- a/002 Leer datos de una web - Scrapping/soluciones 002/Puroh_002.ipynb +++ b/002 Leer datos de una web - Scrapping/soluciones 002/Puroh_002.ipynb @@ -834,7 +834,7 @@ "source": [ "def get_html(url):\n", " \n", - " # Capturamos el hml de la pagina web y creamos un objeto Response\n", + " # Capturamos el html de la pagina web y creamos un objeto Response\n", " r = get(url)\n", " data = r.text\n", " \n", @@ -897,7 +897,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "['GGAL', 'GFGC123.FE', 'Call', '19/02/2021', '123', '5,52', '-5,010%0,29', '6,00', '5,00', '0,00', '0,00', '15.218,00', '8.808.714,00', '16:59']\n" + "['GGAL', 'GFGC123.FE', 'Call', '19/02/2021', '123', '2,80', '-28,920%1,14', '0,00', '0,00', '4,80', '2,00', '40.175,00', '11.632.641,00', '16:59']\n" ] } ], @@ -918,7 +918,7 @@ { "data": { "text/plain": [ - "245.0" + "252.0" ] }, "execution_count": 8, @@ -930,6 +930,11 @@ "len(columns_body)/15 #Para verificar si los datos estan completos " ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [] + }, { "cell_type": "code", "execution_count": 9, @@ -939,3475 +944,3561 @@ "list_body = []\n", "list_body_titles = []\n", "preslice = 0\n", - "for slices in range(15, len(columns_body),15): \n", - " for column in columns_body[preslice:slices]: \n", - " list_body_titles.append(column.getText().replace('\\xa0','').replace('\\n','').replace('\\r','').replace('Vermás', ''))\n", + "for slices in range(15, len(columns_body),15):\n", + " for column in columns_body[preslice:slices]: #cada fila de datos va de 15 en 15 entonces se toma cada 15 valores para completar la fila y pasarla al siguiente for\n", + " list_body_titles.append(column.getText().replace('\\xa0','').replace('\\n','').replace('\\r','').replace('Vermás', ''))#se eliminan saltos de linea y demas caracteres especiales, y se toman los datos en una lista\n", " list_body_titles = []\n", - " list_body.append(list_body_titles)\n", + " list_body.append(list_body_titles)#luego cada fila se agrega a otra lista, queda una lista de listas [[fila1],[fila2],[fila3], ...]\n", " preslice = slices" ] }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "[' GGAL ',\n", - " 'GFGC132.FE',\n", - " ' Call ',\n", - " '19/02/2021 ',\n", - " ' 132 ',\n", - " ' 1,20 ',\n", - " '-26,290%0,43',\n", - " '0,00',\n", - " '0,00',\n", - " '2,65',\n", - " '1,00',\n", - " '25.257,00',\n", - " '3.631.326,00 ',\n", - " '16:59']" + "[[' GGAL ',\n", + " 'GFGC11881F',\n", + " ' Call ',\n", + " '19/02/2021 ',\n", + " ' 11881 ',\n", + " ' 5,80 ',\n", + " '-22,250%1,66',\n", + " '0,00',\n", + " '0,00',\n", + " '11,00',\n", + " '4,00',\n", + " '10.136,00',\n", + " '6.768.939,00 ',\n", + " '16:59',\n", + " 'GGAL0,000,0011,004,0010.136,006.768.939,00 16:59Ver más'],\n", + " [' GGAL ',\n", + " 'GFGC114.FE',\n", + " ' Call ',\n", + " '19/02/2021 ',\n", + " ' 114 ',\n", + " ' 10,50 ',\n", + " '-13,930%1,70',\n", + " '2,00',\n", + " '7,00',\n", + " '14,00',\n", + " '20,00',\n", + " '3.252,00',\n", + " '3.474.311,00 ',\n", + " '16:58',\n", + " 'GGAL2,007,0014,0020,003.252,003.474.311,00 16:58Ver más']]" ] }, - "execution_count": 10, + "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "list_body[1][:14]" + "list_body[:2][:14]# muestro los datos de como quedan guardados" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Se toman los primeros 15 datos y se descartan el resto" ] }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[[' GGAL ',\n", - " 'GFGC129.FE',\n", - " ' Call ',\n", - " '19/02/2021 ',\n", - " ' 129 ',\n", - " ' 2,20 ',\n", - " 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'110,00',\n", + " '4.500,00 ',\n", + " '13/01/2021 16:43'],\n", + " []]" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "list_datos = []\n", + "for slices in range(0, len(list_body)):\n", + " list_datos.append(list_body[slices][:14])\n", + "list_datos" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Se eliminan las filas con valores None" + ] }, { "cell_type": "code", - "execution_count": 135, + "execution_count": 101, "metadata": {}, "outputs": [ { @@ -4449,89 +4540,1280 @@ " \n", " \n", " \n", - " 0\n", + " 0\n", + " GGAL\n", + " GFGC11881F\n", + " Call\n", + " 19/02/2021\n", + " 11...\n", + " 7,50\n", + " -3,970%0,31\n", + " 0,00\n", + " 0,00\n", + " 25,00\n", + " 4,00\n", + " 3.479,00\n", + " 2.634.303,00 ...\n", + " 16:59\n", + " \n", + " \n", + " 1\n", + " GGAL\n", + " GFGC129.FE\n", + " Call\n", + " 19/02/2021\n", + " 12...\n", + " 1,00\n", + " -22,780%0,30\n", + " 0,00\n", + " 0,00\n", + " 2,00\n", + " 5,00\n", + " 21.799,00\n", + " 2.414.088,00 ...\n", + " 16:59\n", + " \n", + " \n", + " 2\n", + " GGAL\n", + " GFGC114.FE\n", + " Call\n", + " 19/02/2021\n", + " 11...\n", + " 12,20\n", + " -1,690%0,21\n", + " 0,00\n", + " 0,00\n", + " 18,00\n", + " 20,00\n", + " 1.717,00\n", + " 2.132.617,00 ...\n", + " 16:55\n", + " \n", + " \n", + " 3\n", + " GGAL\n", + " GFGC12481F\n", + " Call\n", + " 19/02/2021\n", + " 12...\n", + " 2,98\n", + " -6,610%0,21\n", + " 0,00\n", + " 0,00\n", + " 0,00\n", + " 0,00\n", + " 5.800,00\n", + " 1.641.480,00 ...\n", + " 16:59\n", + " \n", + " \n", + " 4\n", + " GGAL\n", + " GFGC111.FE\n", + " Call\n", + " 19/02/2021\n", + " 11...\n", + " 15,00\n", + " -2,600%0,40\n", + " 0,00\n", + " 0,00\n", + " 0,00\n", + " 0,00\n", + " 917,00\n", + " 1.394.962,00 ...\n", + " 16:59\n", + " \n", + " \n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " \n", + " \n", + " 242\n", + " SUPV\n", + " SUPC62.0FE\n", + " Call\n", + " 19/02/2021\n", + " 62...\n", + " 2,40\n", + " -4,000%0,10\n", + " 0,00\n", + " 0,00\n", + " 0,00\n", + " 0,00\n", + " 46,00\n", + " 11.380,00\n", + " 14/01/2021 16:21\n", + " \n", + " \n", + " 243\n", + " GGAL\n", + " GFGC190.JU\n", + " Call\n", + " 18/06/2021\n", + " 19...\n", + " 3,50\n", + " -2,780%0,10\n", + " 0,00\n", + " 0,00\n", + " 0,00\n", + " 0,00\n", + " 28,00\n", + " 10.300,00\n", + " 14/01/2021 14:38\n", + " \n", + " \n", + " 244\n", + " BMA\n", + " BMAC230.FE\n", + " Call\n", + " 19/02/2021\n", + " 23...\n", + " 5,00\n", + " 0,000%0,00\n", + " 0,00\n", + " 0,00\n", + " 0,00\n", + " 0,00\n", + " 4,00\n", + " 2.000,00\n", + " 14/01/2021 15:58\n", + " \n", + " \n", + " 245\n", + " ALUA\n", + " ALUV59.0AB\n", + " Put\n", + " 16/04/2021\n", + " 59...\n", + " 7,80\n", + " 20,000%1,30\n", + " 0,00\n", + " 0,00\n", + " 0,00\n", + " 0,00\n", + " 1,00\n", + " 780,00\n", + " 14/01/2021 16:23\n", + " \n", + " \n", + " 246\n", + " TRAN\n", + " TRAV24.0FE\n", + " Put\n", + " 19/02/2021\n", + " 24...\n", + " 0,50\n", + " 400,000%0,40\n", + " 0,00\n", + " 0,00\n", + " 0,50\n", + " 90,00\n", + " 110,00\n", + " 4.500,00\n", + " 13/01/2021 16:43\n", + " \n", + " \n", + "\n", + "

247 rows × 14 columns

\n", + "" + ], + "text/plain": [ + " Subyacente Especie Tipo Vencimiento \\\n", + "0 GGAL GFGC11881F Call 19/02/2021 \n", + "1 GGAL GFGC129.FE Call 19/02/2021 \n", + "2 GGAL GFGC114.FE Call 19/02/2021 \n", + "3 GGAL GFGC12481F Call 19/02/2021 \n", + "4 GGAL GFGC111.FE Call 19/02/2021 \n", + ".. ... ... ... ... \n", + "242 SUPV SUPC62.0FE Call 19/02/2021 \n", + "243 GGAL GFGC190.JU Call 18/06/2021 \n", + "244 BMA BMAC230.FE Call 19/02/2021 \n", + "245 ALUA ALUV59.0AB Put 16/04/2021 \n", + "246 TRAN TRAV24.0FE Put 19/02/2021 \n", + "\n", + " Precio ejercicio Último precio (prima) \\\n", + "0 11... 7,50 \n", + "1 12... 1,00 \n", + "2 11... 12,20 \n", + "3 12... 2,98 \n", + "4 11... 15,00 \n", + ".. ... ... \n", + "242 62... 2,40 \n", + "243 19... 3,50 \n", + "244 23... 5,00 \n", + "245 59... 7,80 \n", + "246 24... 0,50 \n", + "\n", + " Variación Cant. compra Precio compra Precio venta Cant. venta \\\n", + "0 -3,970%0,31 0,00 0,00 25,00 4,00 \n", + "1 -22,780%0,30 0,00 0,00 2,00 5,00 \n", + "2 -1,690%0,21 0,00 0,00 18,00 20,00 \n", + "3 -6,610%0,21 0,00 0,00 0,00 0,00 \n", + "4 -2,600%0,40 0,00 0,00 0,00 0,00 \n", + ".. ... ... ... ... ... \n", + "242 -4,000%0,10 0,00 0,00 0,00 0,00 \n", + "243 -2,780%0,10 0,00 0,00 0,00 0,00 \n", + "244 0,000%0,00 0,00 0,00 0,00 0,00 \n", + "245 20,000%1,30 0,00 0,00 0,00 0,00 \n", + "246 400,000%0,40 0,00 0,00 0,50 90,00 \n", + "\n", + " Volumen (lotes) Volumen (monto) \\\n", + "0 3.479,00 2.634.303,00 ... \n", + "1 21.799,00 2.414.088,00 ... \n", + "2 1.717,00 2.132.617,00 ... \n", + "3 5.800,00 1.641.480,00 ... \n", + "4 917,00 1.394.962,00 ... \n", + ".. ... ... \n", + "242 46,00 11.380,00 \n", + "243 28,00 10.300,00 \n", + "244 4,00 2.000,00 \n", + "245 1,00 780,00 \n", + "246 110,00 4.500,00 \n", + "\n", + " Hora \n", + "0 16:59 \n", + "1 16:59 \n", + "2 16:55 \n", + "3 16:59 \n", + "4 16:59 \n", + ".. ... \n", + "242 14/01/2021 16:21 \n", + "243 14/01/2021 14:38 \n", + "244 14/01/2021 15:58 \n", + "245 14/01/2021 16:23 \n", + "246 13/01/2021 16:43 \n", + "\n", + "[247 rows x 14 columns]" + ] + }, + "execution_count": 101, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df=pd.DataFrame(list_datos, columns=list_head_titles).dropna(how='all')\n", + "df" + ] + }, + { + "cell_type": "code", + "execution_count": 102, + "metadata": {}, + "outputs": [], + "source": [ + "df = df.set_index('Especie') # se cooloca la columna 'Especie' como indice del dataframe" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Se cambia el formato por formatoo Datetime" + ] + }, + { + "cell_type": "code", + "execution_count": 103, + "metadata": {}, + "outputs": [], + "source": [ + "df[['Vencimiento', 'Hora']] = df[['Vencimiento', 'Hora']].astype('datetime64[ns]')" + ] + }, + { + "cell_type": "code", + "execution_count": 104, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Subyacente object\n", + "Tipo object\n", + "Vencimiento datetime64[ns]\n", + "Precio ejercicio object\n", + "Último precio (prima) object\n", + "Variación object\n", + "Cant. compra object\n", + "Precio compra object\n", + "Precio venta object\n", + "Cant. venta object\n", + "Volumen (lotes) object\n", + "Volumen (monto) object\n", + "Hora datetime64[ns]\n", + "dtype: object" + ] + }, + "execution_count": 104, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.dtypes" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Primero se comprueba de que el valor de cada celda no es de tipo Non, luego se eliminan los puntos en cada dato y luego se reemplazan las comas que indican decimales por puntos, luego se combierten las columnas numericas en flotantes de 64 bits. " + ] + }, + { + "cell_type": "code", + "execution_count": 105, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Subyacente object\n", + "Tipo object\n", + "Vencimiento datetime64[ns]\n", + "Precio ejercicio float64\n", + "Último precio (prima) float64\n", + "Variación object\n", + "Cant. compra float64\n", + "Precio compra float64\n", + "Precio venta float64\n", + "Cant. venta float64\n", + "Volumen (lotes) float64\n", + "Volumen (monto) float64\n", + "Hora datetime64[ns]\n", + "dtype: object" + ] + }, + "execution_count": 105, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df[['Cant. venta','Precio ejercicio', 'Último precio (prima)', 'Precio compra', 'Precio venta', 'Cant. venta', 'Volumen (lotes)', 'Volumen (monto)', 'Cant. compra' ]] = df[[ 'Cant. venta','Precio ejercicio', 'Último precio (prima)', 'Precio compra', 'Precio venta', 'Cant. venta', 'Volumen (lotes)', 'Volumen (monto)', 'Cant. compra']].applymap(lambda x: x.replace('.','').replace(',','.') if x is not None else x).astype('float64')\n", + "df.dtypes" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "se toma la serie de datos 'Variación' y se usa split utilizando el signo de '%' como elemento para la division, esto retorna una serie de datos que en cada celda tienen los dos valores en una lista" + ] + }, + { + "cell_type": "code", + "execution_count": 106, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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SubyacenteTipoVencimientoPrecio ejercicioÚltimo precio (prima)VariaciónCant. compraPrecio compraPrecio ventaCant. ventaVolumen (lotes)Volumen (monto)Hora
Especie
GFGC11881FGGALCall2021-02-1911881.07.50[-3,970, 0,31]0.00.025.04.03479.02634303.02021-02-11 16:59:00
GFGC129.FEGGALCall2021-02-19129.01.00[-22,780, 0,30]0.00.02.05.021799.02414088.02021-02-11 16:59:00
GFGC114.FEGGALCall2021-02-19114.012.20[-1,690, 0,21]0.00.018.020.01717.02132617.02021-02-11 16:55:00
GFGC12481FGGALCall2021-02-1912481.02.98[-6,610, 0,21]0.00.00.00.05800.01641480.02021-02-11 16:59:00
GFGC111.FEGGALCall2021-02-19111.015.00[-2,600, 0,40]0.00.00.00.0917.01394962.02021-02-11 16:59:00
..........................................
SUPC62.0FESUPVCall2021-02-19620.02.40[-4,000, 0,10]0.00.00.00.046.011380.02021-01-14 16:21:00
GFGC190.JUGGALCall2021-06-18190.03.50[-2,780, 0,10]0.00.00.00.028.010300.02021-01-14 14:38:00
BMAC230.FEBMACall2021-02-19230.05.00[0,000, 0,00]0.00.00.00.04.02000.02021-01-14 15:58:00
ALUV59.0ABALUAPut2021-04-16590.07.80[20,000, 1,30]0.00.00.00.01.0780.02021-01-14 16:23:00
TRAV24.0FETRANPut2021-02-19240.00.50[400,000, 0,40]0.00.00.590.0110.04500.02021-01-13 16:43:00
\n", + "

247 rows × 13 columns

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" + ], + "text/plain": [ + " Subyacente Tipo Vencimiento Precio ejercicio \\\n", + "Especie \n", + "GFGC11881F GGAL Call 2021-02-19 11881.0 \n", + "GFGC129.FE GGAL Call 2021-02-19 129.0 \n", + "GFGC114.FE GGAL Call 2021-02-19 114.0 \n", + "GFGC12481F GGAL Call 2021-02-19 12481.0 \n", + "GFGC111.FE GGAL Call 2021-02-19 111.0 \n", + "... ... ... ... ... \n", + "SUPC62.0FE SUPV Call 2021-02-19 620.0 \n", + "GFGC190.JU GGAL Call 2021-06-18 190.0 \n", + "BMAC230.FE BMA Call 2021-02-19 230.0 \n", + "ALUV59.0AB ALUA Put 2021-04-16 590.0 \n", + "TRAV24.0FE TRAN Put 2021-02-19 240.0 \n", + "\n", + " Último precio (prima) Variación Cant. compra \\\n", + "Especie \n", + "GFGC11881F 7.50 [-3,970, 0,31] 0.0 \n", + "GFGC129.FE 1.00 [-22,780, 0,30] 0.0 \n", + "GFGC114.FE 12.20 [-1,690, 0,21] 0.0 \n", + "GFGC12481F 2.98 [-6,610, 0,21] 0.0 \n", + "GFGC111.FE 15.00 [-2,600, 0,40] 0.0 \n", + "... ... ... ... \n", + "SUPC62.0FE 2.40 [-4,000, 0,10] 0.0 \n", + "GFGC190.JU 3.50 [-2,780, 0,10] 0.0 \n", + "BMAC230.FE 5.00 [0,000, 0,00] 0.0 \n", + "ALUV59.0AB 7.80 [20,000, 1,30] 0.0 \n", + "TRAV24.0FE 0.50 [400,000, 0,40] 0.0 \n", + "\n", + " Precio compra Precio venta Cant. venta Volumen (lotes) \\\n", + "Especie \n", + "GFGC11881F 0.0 25.0 4.0 3479.0 \n", + "GFGC129.FE 0.0 2.0 5.0 21799.0 \n", + "GFGC114.FE 0.0 18.0 20.0 1717.0 \n", + "GFGC12481F 0.0 0.0 0.0 5800.0 \n", + "GFGC111.FE 0.0 0.0 0.0 917.0 \n", + "... ... ... ... ... \n", + "SUPC62.0FE 0.0 0.0 0.0 46.0 \n", + "GFGC190.JU 0.0 0.0 0.0 28.0 \n", + "BMAC230.FE 0.0 0.0 0.0 4.0 \n", + "ALUV59.0AB 0.0 0.0 0.0 1.0 \n", + "TRAV24.0FE 0.0 0.5 90.0 110.0 \n", + "\n", + " Volumen (monto) Hora \n", + "Especie \n", + "GFGC11881F 2634303.0 2021-02-11 16:59:00 \n", + "GFGC129.FE 2414088.0 2021-02-11 16:59:00 \n", + "GFGC114.FE 2132617.0 2021-02-11 16:55:00 \n", + "GFGC12481F 1641480.0 2021-02-11 16:59:00 \n", + "GFGC111.FE 1394962.0 2021-02-11 16:59:00 \n", + "... ... ... \n", + "SUPC62.0FE 11380.0 2021-01-14 16:21:00 \n", + "GFGC190.JU 10300.0 2021-01-14 14:38:00 \n", + "BMAC230.FE 2000.0 2021-01-14 15:58:00 \n", + "ALUV59.0AB 780.0 2021-01-14 16:23:00 \n", + "TRAV24.0FE 4500.0 2021-01-13 16:43:00 \n", + "\n", + "[247 rows x 13 columns]" + ] + }, + "execution_count": 106, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df['Variación'] = df['Variación'].str.split('%')\n", + "df" + ] + }, + { + "cell_type": "code", + "execution_count": 107, + "metadata": {}, + "outputs": [], + "source": [ + "df2= df.copy()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "primeramente se toma la serie del data frame 'df[\"variación\"]' y se convierte en una lista, ya que este tiene en cada celda una lista de dos valores, luego se crea un dataframe nuevo con los datos en forma de lista, los indices se ponen con 'columns' y para que luego sea sencillo hacer la union con el dataframe base, se utiliza el mismo indice, la columna 'Especie'" + ] + }, + { + "cell_type": "code", + "execution_count": 108, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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Variación_%Variación
Especie
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247 rows × 2 columns

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" + ], + "text/plain": [ + " Variación_% Variación\n", + "Especie \n", + "GFGC11881F -3,970 0,31\n", + "GFGC129.FE -22,780 0,30\n", + "GFGC114.FE -1,690 0,21\n", + "GFGC12481F -6,610 0,21\n", + "GFGC111.FE -2,600 0,40\n", + "... ... ...\n", + "SUPC62.0FE -4,000 0,10\n", + "GFGC190.JU -2,780 0,10\n", + "BMAC230.FE 0,000 0,00\n", + "ALUV59.0AB 20,000 1,30\n", + "TRAV24.0FE 400,000 0,40\n", + "\n", + "[247 rows x 2 columns]" + ] + }, + "execution_count": 108, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_Variacion=pd.DataFrame(df2['Variación'].tolist(), columns= ['Variación_%', 'Variación'], index=df2.index)\n", + "df_Variacion" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Se elimina la columna 'Variación', ya que se creara una nueva con el mismo nombre que dará problemas de indice despues" + ] + }, + { + "cell_type": "code", + "execution_count": 109, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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SubyacenteTipoVencimientoPrecio ejercicioÚltimo precio (prima)Cant. compraPrecio compraPrecio ventaCant. ventaVolumen (lotes)Volumen (monto)Hora
Especie
GFGC11881FGGALCall2021-02-1911881.07.500.00.025.04.03479.02634303.02021-02-11 16:59:00
GFGC129.FEGGALCall2021-02-19129.01.000.00.02.05.021799.02414088.02021-02-11 16:59:00
GFGC114.FEGGALCall2021-02-19114.012.200.00.018.020.01717.02132617.02021-02-11 16:55:00
GFGC12481FGGALCall2021-02-1912481.02.980.00.00.00.05800.01641480.02021-02-11 16:59:00
GFGC111.FEGGALCall2021-02-19111.015.000.00.00.00.0917.01394962.02021-02-11 16:59:00
.......................................
SUPC62.0FESUPVCall2021-02-19620.02.400.00.00.00.046.011380.02021-01-14 16:21:00
GFGC190.JUGGALCall2021-06-18190.03.500.00.00.00.028.010300.02021-01-14 14:38:00
BMAC230.FEBMACall2021-02-19230.05.000.00.00.00.04.02000.02021-01-14 15:58:00
ALUV59.0ABALUAPut2021-04-16590.07.800.00.00.00.01.0780.02021-01-14 16:23:00
TRAV24.0FETRANPut2021-02-19240.00.500.00.00.590.0110.04500.02021-01-13 16:43:00
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247 rows × 12 columns

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" + ], + "text/plain": [ + " Subyacente Tipo Vencimiento Precio ejercicio \\\n", + "Especie \n", + "GFGC11881F GGAL Call 2021-02-19 11881.0 \n", + "GFGC129.FE GGAL Call 2021-02-19 129.0 \n", + "GFGC114.FE GGAL Call 2021-02-19 114.0 \n", + "GFGC12481F GGAL Call 2021-02-19 12481.0 \n", + "GFGC111.FE GGAL Call 2021-02-19 111.0 \n", + "... ... ... ... ... \n", + "SUPC62.0FE SUPV Call 2021-02-19 620.0 \n", + "GFGC190.JU GGAL Call 2021-06-18 190.0 \n", + "BMAC230.FE BMA Call 2021-02-19 230.0 \n", + "ALUV59.0AB ALUA Put 2021-04-16 590.0 \n", + "TRAV24.0FE TRAN Put 2021-02-19 240.0 \n", + "\n", + " Último precio (prima) Cant. compra Precio compra Precio venta \\\n", + "Especie \n", + "GFGC11881F 7.50 0.0 0.0 25.0 \n", + "GFGC129.FE 1.00 0.0 0.0 2.0 \n", + "GFGC114.FE 12.20 0.0 0.0 18.0 \n", + "GFGC12481F 2.98 0.0 0.0 0.0 \n", + "GFGC111.FE 15.00 0.0 0.0 0.0 \n", + "... ... ... ... ... \n", + "SUPC62.0FE 2.40 0.0 0.0 0.0 \n", + "GFGC190.JU 3.50 0.0 0.0 0.0 \n", + "BMAC230.FE 5.00 0.0 0.0 0.0 \n", + "ALUV59.0AB 7.80 0.0 0.0 0.0 \n", + "TRAV24.0FE 0.50 0.0 0.0 0.5 \n", + "\n", + " Cant. venta Volumen (lotes) Volumen (monto) Hora \n", + "Especie \n", + "GFGC11881F 4.0 3479.0 2634303.0 2021-02-11 16:59:00 \n", + "GFGC129.FE 5.0 21799.0 2414088.0 2021-02-11 16:59:00 \n", + "GFGC114.FE 20.0 1717.0 2132617.0 2021-02-11 16:55:00 \n", + "GFGC12481F 0.0 5800.0 1641480.0 2021-02-11 16:59:00 \n", + "GFGC111.FE 0.0 917.0 1394962.0 2021-02-11 16:59:00 \n", + "... ... ... ... ... \n", + "SUPC62.0FE 0.0 46.0 11380.0 2021-01-14 16:21:00 \n", + "GFGC190.JU 0.0 28.0 10300.0 2021-01-14 14:38:00 \n", + "BMAC230.FE 0.0 4.0 2000.0 2021-01-14 15:58:00 \n", + "ALUV59.0AB 0.0 1.0 780.0 2021-01-14 16:23:00 \n", + "TRAV24.0FE 90.0 110.0 4500.0 2021-01-13 16:43:00 \n", + "\n", + "[247 rows x 12 columns]" + ] + }, + "execution_count": 109, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df = df.drop('Variación', axis=1)\n", + "df" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Se unen los dos dataframes axis=1 en columnas" + ] + }, + { + "cell_type": "code", + "execution_count": 110, + "metadata": {}, + "outputs": [], + "source": [ + "df = pd.concat([df, df_Variacion], axis=1)" + ] + }, + { + "cell_type": "code", + "execution_count": 111, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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SubyacenteTipoVencimientoPrecio ejercicioÚltimo precio (prima)Cant. compraPrecio compraPrecio ventaCant. ventaVolumen (lotes)Volumen (monto)HoraVariación_%Variación
Especie
GFGC11881FGGALGFGC129.FECall19/02/202112...2,20-17,320%0,460,000,002,5011,0015.664,003.865.551,00 ...16:592021-02-1911881.07.500.00.025.04.03479.02634303.02021-02-11 16:59:00-3,9700,31
1GFGC129.FEGGALGFGC132.FECall19/02/202113...1,20-26,290%0,430,000,002,651,0025.257,003.631.326,00 ...16:592021-02-19129.01.000.00.02.05.021799.02414088.02021-02-11 16:59:00-22,7800,30
2GFGC114.FEGGALGFGC105.FECall19/02/202110...22,401,820%0,400,000,0030,001,001.540,003.483.830,00 ...16:582021-02-19114.012.200.00.018.020.01717.02132617.02021-02-11 16:55:00-1,6900,21
3GFGC12481FGGALGFGC11881FCall19/02/202111...9,00-2,300%0,210,000,0025,004,003.699,003.428.188,00 ...16:592021-02-1912481.02.980.00.00.00.05800.01641480.02021-02-11 16:59:00-6,6100,21
4GFGC111.FEGGALGFGC12481FCall19/02/202112...4,30-6,880%0,320,000,000,000,004.874,002.251.917,00 ...16:592021-02-19111.015.000.00.00.00.0917.01394962.02021-02-11 16:59:00-2,6000,40
......
239CEPUCEPC40.0FESUPC62.0FESUPVCall19/02/202140...1,104,760%0,050,000,000,000,001,00110,0013/01/2021 13:352021-02-19620.02.400.00.00.00.046.011380.02021-01-14 16:21:00-4,0000,10
240TECO2TECV190.FEPut19/02/202119...5,000,000%0,000,000,000,000,0010,005.000,0012/01/2021 14:40GFGC190.JUGGALCall2021-06-18190.03.500.00.00.00.028.010300.02021-01-14 14:38:00-2,7800,10
241CEPUCEPV32.0ABPut16/04/202132...0,400,000%0,000,000,000,00BMAC230.FEBMACall2021-02-19230.05.000.00.00.00.04.02000.02021-01-14 15:58:000,0000,004,00160,0012/01/2021 16:12
242YPFDYPFV760.FEALUV59.0ABALUAPut19/02/202176...80,000,000%0,000,000,000,000,001,008.000,0011/01/2021 12:032021-04-16590.07.800.00.00.00.01.0780.02021-01-14 16:23:0020,0001,30
243NoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneTRAV24.0FETRANPut2021-02-19240.00.500.00.00.590.0110.04500.02021-01-13 16:43:00400,0000,40
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244 rows × 14 columns

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247 rows × 14 columns

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" ], "text/plain": [ - " Subyacente Especie Tipo Vencimiento \\\n", - "0 GGAL GFGC129.FE Call 19/02/2021 \n", - "1 GGAL GFGC132.FE Call 19/02/2021 \n", - "2 GGAL GFGC105.FE Call 19/02/2021 \n", - "3 GGAL GFGC11881F Call 19/02/2021 \n", - "4 GGAL GFGC12481F Call 19/02/2021 \n", - ".. ... ... ... ... \n", - "239 CEPU CEPC40.0FE Call 19/02/2021 \n", - "240 TECO2 TECV190.FE Put 19/02/2021 \n", - "241 CEPU CEPV32.0AB Put 16/04/2021 \n", - "242 YPFD YPFV760.FE Put 19/02/2021 \n", - "243 None None None None \n", - "\n", - " Precio ejercicio Último precio (prima) \\\n", - "0 12... 2,20 \n", - "1 13... 1,20 \n", - "2 10... 22,40 \n", - "3 11... 9,00 \n", - "4 12... 4,30 \n", - ".. ... ... \n", - "239 40... 1,10 \n", - "240 19... 5,00 \n", - "241 32... 0,40 \n", - "242 76... 80,00 \n", - "243 None None \n", + " Subyacente Tipo Vencimiento Precio ejercicio \\\n", + "Especie \n", + "GFGC11881F GGAL Call 2021-02-19 11881.0 \n", + "GFGC129.FE GGAL Call 2021-02-19 129.0 \n", + "GFGC114.FE GGAL Call 2021-02-19 114.0 \n", + "GFGC12481F GGAL Call 2021-02-19 12481.0 \n", + "GFGC111.FE GGAL Call 2021-02-19 111.0 \n", + "... ... ... ... ... \n", + "SUPC62.0FE SUPV Call 2021-02-19 620.0 \n", + "GFGC190.JU GGAL Call 2021-06-18 190.0 \n", + "BMAC230.FE BMA Call 2021-02-19 230.0 \n", + "ALUV59.0AB ALUA Put 2021-04-16 590.0 \n", + "TRAV24.0FE TRAN Put 2021-02-19 240.0 \n", "\n", - " Variación Cant. compra Precio compra Precio venta Cant. venta \\\n", - "0 -17,320%0,46 0,00 0,00 2,50 11,00 \n", - "1 -26,290%0,43 0,00 0,00 2,65 1,00 \n", - "2 1,820%0,40 0,00 0,00 30,00 1,00 \n", - "3 -2,300%0,21 0,00 0,00 25,00 4,00 \n", - "4 -6,880%0,32 0,00 0,00 0,00 0,00 \n", - ".. ... ... ... ... ... \n", - "239 4,760%0,05 0,00 0,00 0,00 0,00 \n", - "240 0,000%0,00 0,00 0,00 0,00 0,00 \n", - "241 0,000%0,00 0,00 0,00 0,00 0,00 \n", - "242 0,000%0,00 0,00 0,00 0,00 0,00 \n", - "243 None None None None None \n", + " Último precio (prima) Cant. compra Precio compra Precio venta \\\n", + "Especie \n", + "GFGC11881F 7.50 0.0 0.0 25.0 \n", + "GFGC129.FE 1.00 0.0 0.0 2.0 \n", + "GFGC114.FE 12.20 0.0 0.0 18.0 \n", + "GFGC12481F 2.98 0.0 0.0 0.0 \n", + "GFGC111.FE 15.00 0.0 0.0 0.0 \n", + "... ... ... ... ... \n", + "SUPC62.0FE 2.40 0.0 0.0 0.0 \n", + "GFGC190.JU 3.50 0.0 0.0 0.0 \n", + "BMAC230.FE 5.00 0.0 0.0 0.0 \n", + "ALUV59.0AB 7.80 0.0 0.0 0.0 \n", + "TRAV24.0FE 0.50 0.0 0.0 0.5 \n", "\n", - " Volumen (lotes) Volumen (monto) \\\n", - "0 15.664,00 3.865.551,00 ... \n", - "1 25.257,00 3.631.326,00 ... \n", - "2 1.540,00 3.483.830,00 ... \n", - "3 3.699,00 3.428.188,00 ... \n", - "4 4.874,00 2.251.917,00 ... \n", - ".. ... ... \n", - "239 1,00 110,00 \n", - "240 10,00 5.000,00 \n", - "241 4,00 160,00 \n", - "242 1,00 8.000,00 \n", - "243 None None \n", + " Cant. venta Volumen (lotes) Volumen (monto) Hora \\\n", + "Especie \n", + "GFGC11881F 4.0 3479.0 2634303.0 2021-02-11 16:59:00 \n", + "GFGC129.FE 5.0 21799.0 2414088.0 2021-02-11 16:59:00 \n", + "GFGC114.FE 20.0 1717.0 2132617.0 2021-02-11 16:55:00 \n", + "GFGC12481F 0.0 5800.0 1641480.0 2021-02-11 16:59:00 \n", + "GFGC111.FE 0.0 917.0 1394962.0 2021-02-11 16:59:00 \n", + "... ... ... ... ... \n", + "SUPC62.0FE 0.0 46.0 11380.0 2021-01-14 16:21:00 \n", + "GFGC190.JU 0.0 28.0 10300.0 2021-01-14 14:38:00 \n", + "BMAC230.FE 0.0 4.0 2000.0 2021-01-14 15:58:00 \n", + "ALUV59.0AB 0.0 1.0 780.0 2021-01-14 16:23:00 \n", + "TRAV24.0FE 90.0 110.0 4500.0 2021-01-13 16:43:00 \n", "\n", - " Hora \n", - "0 16:59 \n", - "1 16:59 \n", - "2 16:58 \n", - "3 16:59 \n", - "4 16:59 \n", - ".. ... \n", - "239 13/01/2021 13:35 \n", - "240 12/01/2021 14:40 \n", - "241 12/01/2021 16:12 \n", - "242 11/01/2021 12:03 \n", - "243 None \n", + " Variación_% Variación \n", + "Especie \n", + "GFGC11881F -3,970 0,31 \n", + "GFGC129.FE -22,780 0,30 \n", + "GFGC114.FE -1,690 0,21 \n", + "GFGC12481F -6,610 0,21 \n", + "GFGC111.FE -2,600 0,40 \n", + "... ... ... \n", + "SUPC62.0FE -4,000 0,10 \n", + "GFGC190.JU -2,780 0,10 \n", + "BMAC230.FE 0,000 0,00 \n", + "ALUV59.0AB 20,000 1,30 \n", + "TRAV24.0FE 400,000 0,40 \n", "\n", - "[244 rows x 14 columns]" + "[247 rows x 14 columns]" ] }, - "execution_count": 135, + "execution_count": 111, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "df=pd.DataFrame(list_datos, columns=list_head_titles)\n", "df" ] }, { "cell_type": "code", - "execution_count": 136, + "execution_count": 113, "metadata": {}, "outputs": [], "source": [ - "df.set_index('Especie', inplace=True)" - ] - }, - { - "cell_type": "code", - "execution_count": 137, - "metadata": {}, - "outputs": [], - "source": [ - "df[['Vencimiento', 'Hora']] = df[['Vencimiento', 'Hora']].astype('datetime64[ns]')" - ] - }, - { - "cell_type": "code", - "execution_count": 138, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Subyacente object\n", - "Tipo object\n", - "Vencimiento datetime64[ns]\n", - "Precio ejercicio object\n", - "Último precio (prima) object\n", - "Variación object\n", - "Cant. compra object\n", - "Precio compra object\n", - "Precio venta object\n", - "Cant. venta object\n", - "Volumen (lotes) object\n", - "Volumen (monto) object\n", - "Hora datetime64[ns]\n", - "dtype: object" - ] - }, - "execution_count": 138, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "df.dtypes" + "df[['Variación', 'Variación_%']] = df[[ 'Variación', 'Variación_%']].applymap(lambda x: x.replace('.','').replace(',','.') if x is not None else x).astype('float64')" ] }, { "cell_type": "code", - "execution_count": 139, + "execution_count": 114, "metadata": {}, "outputs": [ { @@ -4783,7 +6013,6 @@ "Vencimiento datetime64[ns]\n", "Precio ejercicio float64\n", "Último precio (prima) float64\n", - "Variación object\n", "Cant. compra float64\n", "Precio compra float64\n", "Precio venta float64\n", @@ -4791,147 +6020,26 @@ "Volumen (lotes) float64\n", "Volumen (monto) float64\n", "Hora datetime64[ns]\n", + "Variación_% float64\n", + "Variación float64\n", "dtype: object" ] }, - "execution_count": 139, + "execution_count": 114, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "df[['Cant. venta','Precio ejercicio', 'Último precio (prima)', 'Precio compra', 'Precio venta', 'Cant. venta', 'Volumen (lotes)', 'Volumen (monto)', 'Cant. compra' ]] = df[[ 'Cant. venta','Precio ejercicio', 'Último precio (prima)', 'Precio compra', 'Precio venta', 'Cant. venta', 'Volumen (lotes)', 'Volumen (monto)', 'Cant. compra']].applymap(lambda x: x.replace('.','').replace(',','.') if x is not None else x).astype('float64')\n", "df.dtypes" ] }, { "cell_type": "code", - "execution_count": 140, + "execution_count": null, "metadata": {}, "outputs": [], - "source": [ - "df['Variación'] = df['Variación'].str.split('%')\n" - ] - }, - { - "cell_type": "code", - "execution_count": 158, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/home/diego/.miniconda3/lib/python3.7/site-packages/ipykernel_launcher.py:3: FutureWarning: set_value is deprecated and will be removed in a future release. Please use .at[] or .iat[] accessors instead\n", - " This is separate from the ipykernel package so we can avoid doing imports until\n" - ] - }, - { - "data": { - "text/plain": [ - "Especie\n", - "GFGC129.FE None\n", - "GFGC132.FE None\n", - "GFGC105.FE None\n", - "GFGC11881F None\n", - "GFGC12481F None\n", - " ... \n", - "CEPC40.0FE None\n", - "TECV190.FE None\n", - "CEPV32.0AB None\n", - "YPFV760.FE None\n", - "NaN None\n", - "Name: Variación, Length: 244, dtype: object" - ] - }, - "execution_count": 158, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "def dos_columnas(x):\n", - " if x is not None:\n", - " df['Variación %'].at(x[0], x[0])\n", - " else:\n", - " x\n", - " \n", - "df['Variación'].apply(dos_columnas)" - ] - }, - { - "cell_type": "code", - "execution_count": 144, - "metadata": {}, - "outputs": [ - { - "ename": "TypeError", - "evalue": "object of type 'NoneType' has no len()", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mTypeError\u001b[0m Traceback (most recent call last)", - "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mdf\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'Variación'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mapply\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;32mlambda\u001b[0m \u001b[0mx\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mpd\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mSeries\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mx\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mx\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0;32mNone\u001b[0m \u001b[0;32melse\u001b[0m \u001b[0mx\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m", - "\u001b[0;32m~/.miniconda3/lib/python3.7/site-packages/pandas/core/series.py\u001b[0m in \u001b[0;36mapply\u001b[0;34m(self, func, convert_dtype, args, **kwds)\u001b[0m\n\u001b[1;32m 4048\u001b[0m \u001b[0;31m# GH 25959 use pd.array instead of tolist\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 4049\u001b[0m \u001b[0;31m# so extension arrays can be used\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 4050\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_constructor_expanddim\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpd\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0marray\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmapped\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mindex\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mindex\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 4051\u001b[0m \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 4052\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_constructor\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmapped\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mindex\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mindex\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__finalize__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;32m~/.miniconda3/lib/python3.7/site-packages/pandas/core/frame.py\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, data, index, columns, dtype, copy)\u001b[0m\n\u001b[1;32m 448\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mis_named_tuple\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdata\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;32mand\u001b[0m \u001b[0mcolumns\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 449\u001b[0m \u001b[0mcolumns\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mdata\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_fields\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 450\u001b[0;31m \u001b[0marrays\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcolumns\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mto_arrays\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdata\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcolumns\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mdtype\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mdtype\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 451\u001b[0m \u001b[0mcolumns\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mensure_index\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcolumns\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 452\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;32m~/.miniconda3/lib/python3.7/site-packages/pandas/core/internals/construction.py\u001b[0m in \u001b[0;36mto_arrays\u001b[0;34m(data, columns, coerce_float, dtype)\u001b[0m\n\u001b[1;32m 469\u001b[0m \u001b[0;32melif\u001b[0m \u001b[0misinstance\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdata\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mABCSeries\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 470\u001b[0m return _list_of_series_to_arrays(\n\u001b[0;32m--> 471\u001b[0;31m \u001b[0mdata\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcolumns\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcoerce_float\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mcoerce_float\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mdtype\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mdtype\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 472\u001b[0m )\n\u001b[1;32m 473\u001b[0m \u001b[0;32melif\u001b[0m \u001b[0misinstance\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdata\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mCategorical\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;32m~/.miniconda3/lib/python3.7/site-packages/pandas/core/internals/construction.py\u001b[0m in \u001b[0;36m_list_of_series_to_arrays\u001b[0;34m(data, columns, coerce_float, dtype)\u001b[0m\n\u001b[1;32m 515\u001b[0m \u001b[0mindex\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mgetattr\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0ms\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m\"index\"\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 516\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mindex\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 517\u001b[0;31m \u001b[0mindex\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mibase\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdefault_index\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mlen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0ms\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 518\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 519\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mid\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mindex\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mindexer_cache\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;31mTypeError\u001b[0m: object of type 'NoneType' has no len()" - ] - } - ], - "source": [ - "df['Variación'].apply(lambda x: df['Variación %', 'Variación'].tol if x is not None else x)" - ] - }, - { - "cell_type": "code", - "execution_count": 142, - "metadata": {}, - "outputs": [ - { - "ename": "TypeError", - "evalue": "object of type 'NoneType' has no len()", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mTypeError\u001b[0m Traceback (most recent call last)", - "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mdf3\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mpd\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mDataFrame\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdf\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'Variación'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtolist\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcolumns\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'Variación %'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m'Variación'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 2\u001b[0m \u001b[0mdf3\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;32m~/.miniconda3/lib/python3.7/site-packages/pandas/core/frame.py\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, data, index, columns, dtype, copy)\u001b[0m\n\u001b[1;32m 448\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mis_named_tuple\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdata\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;32mand\u001b[0m \u001b[0mcolumns\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 449\u001b[0m \u001b[0mcolumns\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mdata\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_fields\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 450\u001b[0;31m \u001b[0marrays\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcolumns\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mto_arrays\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdata\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcolumns\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mdtype\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mdtype\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 451\u001b[0m \u001b[0mcolumns\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mensure_index\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcolumns\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 452\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;32m~/.miniconda3/lib/python3.7/site-packages/pandas/core/internals/construction.py\u001b[0m in \u001b[0;36mto_arrays\u001b[0;34m(data, columns, coerce_float, dtype)\u001b[0m\n\u001b[1;32m 462\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0;34m[\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m[\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;31m# columns if columns is not None else []\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 463\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0misinstance\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdata\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0mlist\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mtuple\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 464\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0m_list_to_arrays\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdata\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcolumns\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcoerce_float\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mcoerce_float\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mdtype\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mdtype\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 465\u001b[0m \u001b[0;32melif\u001b[0m \u001b[0misinstance\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdata\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mabc\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mMapping\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 466\u001b[0m return _list_of_dict_to_arrays(\n", - "\u001b[0;32m~/.miniconda3/lib/python3.7/site-packages/pandas/core/internals/construction.py\u001b[0m in \u001b[0;36m_list_to_arrays\u001b[0;34m(data, columns, coerce_float, dtype)\u001b[0m\n\u001b[1;32m 494\u001b[0m \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 495\u001b[0m \u001b[0;31m# list of lists\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 496\u001b[0;31m \u001b[0mcontent\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mlist\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mlib\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mto_object_array\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdata\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mT\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 497\u001b[0m \u001b[0;31m# gh-26429 do not raise user-facing AssertionError\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 498\u001b[0m \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;32mpandas/_libs/lib.pyx\u001b[0m in \u001b[0;36mpandas._libs.lib.to_object_array\u001b[0;34m()\u001b[0m\n", - "\u001b[0;31mTypeError\u001b[0m: object of type 'NoneType' has no len()" - ] - } - ], - "source": [ - "df3 = pd.DataFrame(df['Variación'].tolist(), columns=['Variación %', 'Variación'])\n", - "df3" - ] - }, - { - "cell_type": "code", - "execution_count": 130, - "metadata": {}, - "outputs": [ - { - "ename": "AttributeError", - "evalue": "'Series' object has no attribute 'Variación'", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mAttributeError\u001b[0m Traceback (most recent call last)", - "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[0mdf2\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'Variación'\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mdf\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'Variación'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mstr\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msplit\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'%'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 2\u001b[0;31m \u001b[0mdf2\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'Variación'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mVariación\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtolist\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m", - "\u001b[0;32m~/.miniconda3/lib/python3.7/site-packages/pandas/core/generic.py\u001b[0m in \u001b[0;36m__getattr__\u001b[0;34m(self, name)\u001b[0m\n\u001b[1;32m 5177\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_info_axis\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_can_hold_identifiers_and_holds_name\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 5178\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 5179\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mobject\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__getattribute__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 5180\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 5181\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0m__setattr__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mname\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mvalue\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;31mAttributeError\u001b[0m: 'Series' object has no attribute 'Variación'" - ] - } - ], - "source": [ - "df2['Variación'] = df['Variación'].str.split('%')\n", - "df2['Variación'].Variación" - ] + "source": [] }, { "cell_type": "code", @@ -4942,288 +6050,17 @@ }, { "cell_type": "code", - "execution_count": 74, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Subyacente object\n", - "Tipo object\n", - "Vencimiento datetime64[ns]\n", - "Precio ejercicio object\n", - "Último precio (prima) object\n", - "Variación object\n", - "Cant. compra object\n", - "Precio compra object\n", - "Precio venta object\n", - "Cant. venta object\n", - "Volumen (lotes) object\n", - "Volumen (monto) object\n", - "Hora datetime64[ns]\n", - "dtype: object" - ] - }, - "execution_count": 74, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "df.dtypes" - ] + "outputs": [], + "source": [] }, { "cell_type": "code", - "execution_count": 22, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "15\n", - "30\n", - "45\n", - "60\n", - "75\n", - "90\n", - "105\n", - "120\n", - "135\n", - "150\n", - "165\n", - "180\n", - "195\n", - "210\n", - "225\n", - "240\n", - "255\n", - "270\n", - "285\n", - "300\n", - "315\n", - "330\n", - "345\n", - "360\n", - "375\n", - "390\n", - "405\n", - "420\n", - "435\n", - "450\n", - "465\n", - "480\n", - "495\n", - "510\n", - "525\n", - "540\n", - "555\n", - "570\n", - "585\n", - "600\n", - "615\n", - "630\n", - "645\n", - "660\n", - "675\n", - "690\n", - "705\n", - "720\n", - "735\n", - "750\n", - "765\n", - "780\n", - "795\n", - "810\n", - "825\n", - "840\n", - "855\n", - "870\n", - "885\n", - "900\n", - "915\n", - "930\n", - "945\n", - "960\n", - "975\n", - "990\n", - "1005\n", - "1020\n", - "1035\n", - "1050\n", - "1065\n", - "1080\n", - "1095\n", - "1110\n", - "1125\n", - "1140\n", - "1155\n", - "1170\n", - "1185\n", - "1200\n", - "1215\n", - "1230\n", - "1245\n", - 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