From 036d305d1e825eaa4b19756f0db87fb4e2a9c3d8 Mon Sep 17 00:00:00 2001 From: Salvador Carrasco Date: Mon, 22 Nov 2021 19:40:29 -0600 Subject: [PATCH] Proyecto_2_Salvador --- .../API Marketstack-checkpoint.ipynb | 7342 +++++++++++++++++ your-code/API/API Marketstack.ipynb | 7342 +++++++++++++++++ your-code/API/Acciones_Sep_Oct_2021.csv | 64 + .../PROYECTO COPIA-checkpoint.ipynb | 1597 ++++ .../Untitled-checkpoint.ipynb | 6 + your-code/WEB SCRAPING/Precios_divisas.csv | 33 + .../WEB SCRAPPING EL FINANCIERO.ipynb | 1597 ++++ 7 files changed, 17981 insertions(+) create mode 100644 your-code/API/.ipynb_checkpoints/API Marketstack-checkpoint.ipynb create mode 100644 your-code/API/API Marketstack.ipynb create mode 100644 your-code/API/Acciones_Sep_Oct_2021.csv create mode 100644 your-code/WEB SCRAPING/.ipynb_checkpoints/PROYECTO COPIA-checkpoint.ipynb create mode 100644 your-code/WEB SCRAPING/.ipynb_checkpoints/Untitled-checkpoint.ipynb create mode 100644 your-code/WEB SCRAPING/Precios_divisas.csv create mode 100644 your-code/WEB SCRAPING/WEB SCRAPPING EL FINANCIERO.ipynb diff --git a/your-code/API/.ipynb_checkpoints/API Marketstack-checkpoint.ipynb b/your-code/API/.ipynb_checkpoints/API Marketstack-checkpoint.ipynb new file mode 100644 index 0000000..54c2fb8 --- /dev/null +++ b/your-code/API/.ipynb_checkpoints/API Marketstack-checkpoint.ipynb @@ -0,0 +1,7342 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "dad87129-b660-4348-8865-11f2b083e2fc", + "metadata": {}, + "source": [ + "# PROYECTO API #" + ] + }, + { + "cell_type": "markdown", + "id": "2404daae-8698-4b28-9171-a6bb3352fb5e", + "metadata": {}, + "source": [ + "## Marketstack ##" + ] + }, + { + "cell_type": "markdown", + "id": "75107fc1-82d5-460c-a732-3908500bb04a", + "metadata": {}, + "source": [ + "En este proyecto de API lo que se buscaba de un principio era realizar la comparacion de algunas de las acciones en la bolsa de Tesla, Amazon y Microsoft del mes de octubre con respecto al año anterior, sin embargo la pagina no permite sacar datos del año anterior por lo que se comparara con respecto al mes anterior en este caso Septiembre, de igual manera cabe mencionar que esta API solo permite realizar 100 consultas por mes, e igual por cada request que haga solo me trae como maximo 100 datos." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "e5308a6d-fc6c-4777-8864-1a803661b978", + "metadata": {}, + "outputs": [], + "source": [ + "import re" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "45d01be0-4421-42d2-803b-4e45d1fcf953", + "metadata": {}, + "outputs": [], + "source": [ + "import requests" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "5b4d0d26-842f-4816-a826-b840fdc3b970", + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "f2c5b694-5579-43ae-9b1c-7c03757b1169", + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "614019a9-4b18-43d8-a60b-81797ecbfaec", + "metadata": {}, + "outputs": [], + "source": [ + "res = requests.get('http://api.marketstack.com/v1/eod?access_key=d8c17415fa92ad84b011013f35f0d125&symbols=TSLA&date_from=2021-10-01&date_to=2021-10-30')" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "73ebecca-42a5-4a95-a45d-1d1b0151cfe2", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "res" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "5ed6671d-963d-4220-81ce-715e3db0feba", + "metadata": {}, + "outputs": [], + "source": [ + "res_json=res.json() #aqui se saca en un json todo lo que contiene la liga" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "5e924185-88dc-4e68-8160-66e32833cca6", + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "{'pagination': {'limit': 100, 'offset': 0, 'count': 21, 'total': 21},\n", + " 'data': [{'open': 1081.86,\n", + " 'high': 1115.21,\n", + " 'low': 1073.21,\n", + " 'close': 1114.0,\n", + " 'volume': 29733600.0,\n", + " 'adj_high': None,\n", + " 'adj_low': None,\n", + " 'adj_close': 1114.0,\n", + " 'adj_open': None,\n", + " 'adj_volume': None,\n", + " 'split_factor': 1.0,\n", + " 'dividend': 0.0,\n", + " 'symbol': 'TSLA',\n", + " 'exchange': 'XNAS',\n", + " 'date': '2021-10-29T00:00:00+0000'},\n", + " {'open': 1068.3051,\n", + " 'high': 1081.0,\n", + " 'low': 1054.38,\n", + " 'close': 1077.04,\n", + " 'volume': 26039958.0,\n", + " 'adj_high': None,\n", + " 'adj_low': None,\n", + " 'adj_close': 1077.04,\n", + " 'adj_open': None,\n", + " 'adj_volume': None,\n", + " 'split_factor': 1.0,\n", + " 'dividend': 0.0,\n", + " 'symbol': 'TSLA',\n", + " 'exchange': 'XNAS',\n", + " 'date': '2021-10-28T00:00:00+0000'},\n", + " {'open': 1039.66,\n", + " 'high': 1070.88,\n", + " 'low': 1030.78,\n", + " 'close': 1037.86,\n", + " 'volume': 38013916.0,\n", + " 'adj_high': None,\n", + " 'adj_low': None,\n", + " 'adj_close': 1037.86,\n", + " 'adj_open': None,\n", + " 'adj_volume': None,\n", + " 'split_factor': 1.0,\n", + " 'dividend': 0.0,\n", + " 'symbol': 'TSLA',\n", + " 'exchange': 'XNAS',\n", + " 'date': '2021-10-27T00:00:00+0000'},\n", + " {'open': 1024.6899,\n", + " 'high': 1094.9399,\n", + " 'low': 1001.46,\n", + " 'close': 1018.43,\n", + " 'volume': 61743802.0,\n", + " 'adj_high': None,\n", + " 'adj_low': None,\n", + " 'adj_close': 1018.43,\n", + " 'adj_open': None,\n", + " 'adj_volume': None,\n", + " 'split_factor': 1.0,\n", + " 'dividend': 0.0,\n", + " 'symbol': 'TSLA',\n", + " 'exchange': 'XNAS',\n", + " 'date': '2021-10-26T00:00:00+0000'},\n", + " {'open': 950.53,\n", + " 'high': 1045.0,\n", + " 'low': 944.2,\n", + " 'close': 1024.86,\n", + " 'volume': 61931449.0,\n", + " 'adj_high': None,\n", + " 'adj_low': None,\n", + " 'adj_close': 1024.86,\n", + " 'adj_open': None,\n", + " 'adj_volume': None,\n", + " 'split_factor': 1.0,\n", + " 'dividend': 0.0,\n", + " 'symbol': 'TSLA',\n", + " 'exchange': 'XNAS',\n", + " 'date': '2021-10-25T00:00:00+0000'},\n", + " {'open': 895.5,\n", + " 'high': 910.0,\n", + " 'low': 890.96,\n", + " 'close': 909.68,\n", + " 'volume': 22836800.0,\n", + " 'adj_high': None,\n", + " 'adj_low': None,\n", + " 'adj_close': 909.68,\n", + " 'adj_open': None,\n", + " 'adj_volume': None,\n", + " 'split_factor': 1.0,\n", + " 'dividend': 0.0,\n", + " 'symbol': 'TSLA',\n", + " 'exchange': 'XNAS',\n", + " 'date': '2021-10-22T00:00:00+0000'},\n", + " {'open': 856.0,\n", + " 'high': 900.0,\n", + " 'low': 855.5046,\n", + " 'close': 894.0,\n", + " 'volume': 31215968.0,\n", + " 'adj_high': None,\n", + " 'adj_low': None,\n", + " 'adj_close': 894.0,\n", + " 'adj_open': None,\n", + " 'adj_volume': None,\n", + " 'split_factor': 1.0,\n", + " 'dividend': 0.0,\n", + " 'symbol': 'TSLA',\n", + " 'exchange': 'XNAS',\n", + " 'date': '2021-10-21T00:00:00+0000'},\n", + " {'open': 865.35,\n", + " 'high': 869.48,\n", + " 'low': 857.4101,\n", + " 'close': 865.8,\n", + " 'volume': 13416616.0,\n", + " 'adj_high': None,\n", + " 'adj_low': None,\n", + " 'adj_close': 865.8,\n", + " 'adj_open': None,\n", + " 'adj_volume': None,\n", + " 'split_factor': 1.0,\n", + " 'dividend': 0.0,\n", + " 'symbol': 'TSLA',\n", + " 'exchange': 'XNAS',\n", + " 'date': '2021-10-20T00:00:00+0000'},\n", + " {'open': 877.53,\n", + " 'high': 877.95,\n", + " 'low': 862.5101,\n", + " 'close': 864.27,\n", + " 'volume': 17381128.0,\n", + " 'adj_high': None,\n", + " 'adj_low': None,\n", + " 'adj_close': 864.27,\n", + " 'adj_open': None,\n", + " 'adj_volume': None,\n", + " 'split_factor': 1.0,\n", + " 'dividend': 0.0,\n", + " 'symbol': 'TSLA',\n", + " 'exchange': 'XNAS',\n", + " 'date': '2021-10-19T00:00:00+0000'},\n", + " {'open': 851.79,\n", + " 'high': 875.21,\n", + " 'low': 851.47,\n", + " 'close': 870.11,\n", + " 'volume': 24207245.0,\n", + " 'adj_high': None,\n", + " 'adj_low': None,\n", + " 'adj_close': 870.11,\n", + " 'adj_open': None,\n", + " 'adj_volume': None,\n", + " 'split_factor': 1.0,\n", + " 'dividend': 0.0,\n", + " 'symbol': 'TSLA',\n", + " 'exchange': 'XNAS',\n", + " 'date': '2021-10-18T00:00:00+0000'},\n", + " {'open': 823.74,\n", + " 'high': 843.21,\n", + " 'low': 822.35,\n", + " 'close': 843.03,\n", + " 'volume': 18818000.0,\n", + " 'adj_high': None,\n", + " 'adj_low': None,\n", + " 'adj_close': 843.03,\n", + " 'adj_open': None,\n", + " 'adj_volume': None,\n", + " 'split_factor': 1.0,\n", + " 'dividend': 0.0,\n", + " 'symbol': 'TSLA',\n", + " 'exchange': 'XNAS',\n", + " 'date': '2021-10-15T00:00:00+0000'},\n", + " {'open': 815.49,\n", + " 'high': 820.25,\n", + " 'low': 813.3501,\n", + " 'close': 818.32,\n", + " 'volume': 11762673.0,\n", + " 'adj_high': None,\n", + " 'adj_low': None,\n", + " 'adj_close': 818.32,\n", + " 'adj_open': None,\n", + " 'adj_volume': None,\n", + " 'split_factor': 1.0,\n", + " 'dividend': 0.0,\n", + " 'symbol': 'TSLA',\n", + " 'exchange': 'XNAS',\n", + " 'date': '2021-10-14T00:00:00+0000'},\n", + " {'open': 810.47,\n", + " 'high': 815.41,\n", + " 'low': 805.7949,\n", + " 'close': 811.08,\n", + " 'volume': 14010391.0,\n", + " 'adj_high': None,\n", + " 'adj_low': None,\n", + " 'adj_close': 811.08,\n", + " 'adj_open': None,\n", + " 'adj_volume': None,\n", + " 'split_factor': 1.0,\n", + " 'dividend': 0.0,\n", + " 'symbol': 'TSLA',\n", + " 'exchange': 'XNAS',\n", + " 'date': '2021-10-13T00:00:00+0000'},\n", + " {'open': 800.93,\n", + " 'high': 812.3199,\n", + " 'low': 796.57,\n", + " 'close': 805.72,\n", + " 'volume': 21336688.0,\n", + " 'adj_high': None,\n", + " 'adj_low': None,\n", + " 'adj_close': 805.72,\n", + " 'adj_open': None,\n", + " 'adj_volume': None,\n", + " 'split_factor': 1.0,\n", + " 'dividend': 0.0,\n", + " 'symbol': 'TSLA',\n", + " 'exchange': 'XNAS',\n", + " 'date': '2021-10-12T00:00:00+0000'},\n", + " {'open': 787.65,\n", + " 'high': 801.24,\n", + " 'low': 785.51,\n", + " 'close': 791.94,\n", + " 'volume': 13881104.0,\n", + " 'adj_high': None,\n", + " 'adj_low': None,\n", + " 'adj_close': 791.94,\n", + " 'adj_open': None,\n", + " 'adj_volume': None,\n", + " 'split_factor': 1.0,\n", + " 'dividend': 0.0,\n", + " 'symbol': 'TSLA',\n", + " 'exchange': 'XNAS',\n", + " 'date': '2021-10-11T00:00:00+0000'},\n", + " {'open': 796.21,\n", + " 'high': 796.38,\n", + " 'low': 780.91,\n", + " 'close': 785.49,\n", + " 'volume': 16711100.0,\n", + " 'adj_high': None,\n", + " 'adj_low': None,\n", + " 'adj_close': 785.49,\n", + " 'adj_open': None,\n", + " 'adj_volume': None,\n", + " 'split_factor': 1.0,\n", + " 'dividend': 0.0,\n", + " 'symbol': 'TSLA',\n", + " 'exchange': 'XNAS',\n", + " 'date': '2021-10-08T00:00:00+0000'},\n", + " {'open': 785.46,\n", + " 'high': 805.0,\n", + " 'low': 783.38,\n", + " 'close': 793.61,\n", + " 'volume': 18946185.0,\n", + " 'adj_high': None,\n", + " 'adj_low': None,\n", + " 'adj_close': 793.61,\n", + " 'adj_open': None,\n", + " 'adj_volume': None,\n", + " 'split_factor': 1.0,\n", + " 'dividend': 0.0,\n", + " 'symbol': 'TSLA',\n", + " 'exchange': 'XNAS',\n", + " 'date': '2021-10-07T00:00:00+0000'},\n", + " {'open': 776.2,\n", + " 'high': 786.66,\n", + " 'low': 773.22,\n", + " 'close': 782.75,\n", + " 'volume': 14632768.0,\n", + " 'adj_high': None,\n", + " 'adj_low': None,\n", + " 'adj_close': 782.75,\n", + " 'adj_open': None,\n", + " 'adj_volume': None,\n", + " 'split_factor': 1.0,\n", + " 'dividend': 0.0,\n", + " 'symbol': 'TSLA',\n", + " 'exchange': 'XNAS',\n", + " 'date': '2021-10-06T00:00:00+0000'},\n", + " {'open': 784.7962,\n", + " 'high': 797.31,\n", + " 'low': 774.26,\n", + " 'close': 780.59,\n", + " 'volume': 18432625.0,\n", + " 'adj_high': None,\n", + " 'adj_low': None,\n", + " 'adj_close': 780.59,\n", + " 'adj_open': None,\n", + " 'adj_volume': None,\n", + " 'split_factor': 1.0,\n", + " 'dividend': 0.0,\n", + " 'symbol': 'TSLA',\n", + " 'exchange': 'XNAS',\n", + " 'date': '2021-10-05T00:00:00+0000'},\n", + " {'open': 796.5,\n", + " 'high': 806.9699,\n", + " 'low': 776.12,\n", + " 'close': 781.53,\n", + " 'volume': 30390103.0,\n", + " 'adj_high': None,\n", + " 'adj_low': None,\n", + " 'adj_close': 781.53,\n", + " 'adj_open': None,\n", + " 'adj_volume': None,\n", + " 'split_factor': 1.0,\n", + " 'dividend': 0.0,\n", + " 'symbol': 'TSLA',\n", + " 'exchange': 'XNAS',\n", + " 'date': '2021-10-04T00:00:00+0000'},\n", + " {'open': 778.4,\n", + " 'high': 780.78,\n", + " 'low': 763.59,\n", + " 'close': 775.22,\n", + " 'volume': 17005900.0,\n", + " 'adj_high': None,\n", + " 'adj_low': None,\n", + " 'adj_close': 775.22,\n", + " 'adj_open': None,\n", + " 'adj_volume': None,\n", + " 'split_factor': 1.0,\n", + " 'dividend': 0.0,\n", + " 'symbol': 'TSLA',\n", + " 'exchange': 'XNAS',\n", + " 'date': '2021-10-01T00:00:00+0000'}]}" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "res_json" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "eca2fff7-17b1-4b9c-a35b-e2e7cbbf0172", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "dict_keys(['pagination', 'data'])" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "res_json.keys() #aqui estoy sacando las llaves del json" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "a181e127-c141-40bd-9d91-339daf96cf5c", + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "dict_values([{'limit': 100, 'offset': 0, 'count': 21, 'total': 21}, [{'open': 1081.86, 'high': 1115.21, 'low': 1073.21, 'close': 1114.0, 'volume': 29733600.0, 'adj_high': None, 'adj_low': None, 'adj_close': 1114.0, 'adj_open': None, 'adj_volume': None, 'split_factor': 1.0, 'dividend': 0.0, 'symbol': 'TSLA', 'exchange': 'XNAS', 'date': '2021-10-29T00:00:00+0000'}, {'open': 1068.3051, 'high': 1081.0, 'low': 1054.38, 'close': 1077.04, 'volume': 26039958.0, 'adj_high': None, 'adj_low': None, 'adj_close': 1077.04, 'adj_open': None, 'adj_volume': None, 'split_factor': 1.0, 'dividend': 0.0, 'symbol': 'TSLA', 'exchange': 'XNAS', 'date': '2021-10-28T00:00:00+0000'}, {'open': 1039.66, 'high': 1070.88, 'low': 1030.78, 'close': 1037.86, 'volume': 38013916.0, 'adj_high': None, 'adj_low': None, 'adj_close': 1037.86, 'adj_open': None, 'adj_volume': None, 'split_factor': 1.0, 'dividend': 0.0, 'symbol': 'TSLA', 'exchange': 'XNAS', 'date': '2021-10-27T00:00:00+0000'}, {'open': 1024.6899, 'high': 1094.9399, 'low': 1001.46, 'close': 1018.43, 'volume': 61743802.0, 'adj_high': None, 'adj_low': None, 'adj_close': 1018.43, 'adj_open': None, 'adj_volume': None, 'split_factor': 1.0, 'dividend': 0.0, 'symbol': 'TSLA', 'exchange': 'XNAS', 'date': '2021-10-26T00:00:00+0000'}, {'open': 950.53, 'high': 1045.0, 'low': 944.2, 'close': 1024.86, 'volume': 61931449.0, 'adj_high': None, 'adj_low': None, 'adj_close': 1024.86, 'adj_open': None, 'adj_volume': None, 'split_factor': 1.0, 'dividend': 0.0, 'symbol': 'TSLA', 'exchange': 'XNAS', 'date': '2021-10-25T00:00:00+0000'}, {'open': 895.5, 'high': 910.0, 'low': 890.96, 'close': 909.68, 'volume': 22836800.0, 'adj_high': None, 'adj_low': None, 'adj_close': 909.68, 'adj_open': None, 'adj_volume': None, 'split_factor': 1.0, 'dividend': 0.0, 'symbol': 'TSLA', 'exchange': 'XNAS', 'date': '2021-10-22T00:00:00+0000'}, {'open': 856.0, 'high': 900.0, 'low': 855.5046, 'close': 894.0, 'volume': 31215968.0, 'adj_high': None, 'adj_low': None, 'adj_close': 894.0, 'adj_open': None, 'adj_volume': None, 'split_factor': 1.0, 'dividend': 0.0, 'symbol': 'TSLA', 'exchange': 'XNAS', 'date': '2021-10-21T00:00:00+0000'}, {'open': 865.35, 'high': 869.48, 'low': 857.4101, 'close': 865.8, 'volume': 13416616.0, 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'XNAS', 'date': '2021-10-01T00:00:00+0000'}]])" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "res_json.values() #aqui estoy sacando los valores del json, pero vienen lo de los 2 keys" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "94fa54bb-0aae-4d71-9808-3c7d341a9d2a", + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "[{'open': 1081.86,\n", + " 'high': 1115.21,\n", + " 'low': 1073.21,\n", + " 'close': 1114.0,\n", + " 'volume': 29733600.0,\n", + " 'adj_high': None,\n", + " 'adj_low': None,\n", + " 'adj_close': 1114.0,\n", + " 'adj_open': None,\n", + " 'adj_volume': None,\n", + " 'split_factor': 1.0,\n", + " 'dividend': 0.0,\n", + " 'symbol': 'TSLA',\n", + " 'exchange': 'XNAS',\n", + " 'date': '2021-10-29T00:00:00+0000'},\n", + " {'open': 1068.3051,\n", + " 'high': 1081.0,\n", + " 'low': 1054.38,\n", 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'adj_high': None,\n", + " 'adj_low': None,\n", + " 'adj_close': 775.22,\n", + " 'adj_open': None,\n", + " 'adj_volume': None,\n", + " 'split_factor': 1.0,\n", + " 'dividend': 0.0,\n", + " 'symbol': 'TSLA',\n", + " 'exchange': 'XNAS',\n", + " 'date': '2021-10-01T00:00:00+0000'}]" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "datos = res_json['data'] #probando que efectivamente salgan los valores que necesito\n", + "datos" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "b9c8ce03-c6de-4c9a-9545-803365566059", + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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openhighlowclosevolumeadj_highadj_lowadj_closeadj_openadj_volumesplit_factordividendsymbolexchangedate
01081.86001115.21001073.21001114.0029733600.0NoneNone1114.00NoneNone1.00.0TSLAXNAS2021-10-29T00:00:00+0000
11068.30511081.00001054.38001077.0426039958.0NoneNone1077.04NoneNone1.00.0TSLAXNAS2021-10-28T00:00:00+0000
21039.66001070.88001030.78001037.8638013916.0NoneNone1037.86NoneNone1.00.0TSLAXNAS2021-10-27T00:00:00+0000
31024.68991094.93991001.46001018.4361743802.0NoneNone1018.43NoneNone1.00.0TSLAXNAS2021-10-26T00:00:00+0000
4950.53001045.0000944.20001024.8661931449.0NoneNone1024.86NoneNone1.00.0TSLAXNAS2021-10-25T00:00:00+0000
5895.5000910.0000890.9600909.6822836800.0NoneNone909.68NoneNone1.00.0TSLAXNAS2021-10-22T00:00:00+0000
6856.0000900.0000855.5046894.0031215968.0NoneNone894.00NoneNone1.00.0TSLAXNAS2021-10-21T00:00:00+0000
7865.3500869.4800857.4101865.8013416616.0NoneNone865.80NoneNone1.00.0TSLAXNAS2021-10-20T00:00:00+0000
8877.5300877.9500862.5101864.2717381128.0NoneNone864.27NoneNone1.00.0TSLAXNAS2021-10-19T00:00:00+0000
9851.7900875.2100851.4700870.1124207245.0NoneNone870.11NoneNone1.00.0TSLAXNAS2021-10-18T00:00:00+0000
10823.7400843.2100822.3500843.0318818000.0NoneNone843.03NoneNone1.00.0TSLAXNAS2021-10-15T00:00:00+0000
11815.4900820.2500813.3501818.3211762673.0NoneNone818.32NoneNone1.00.0TSLAXNAS2021-10-14T00:00:00+0000
12810.4700815.4100805.7949811.0814010391.0NoneNone811.08NoneNone1.00.0TSLAXNAS2021-10-13T00:00:00+0000
13800.9300812.3199796.5700805.7221336688.0NoneNone805.72NoneNone1.00.0TSLAXNAS2021-10-12T00:00:00+0000
14787.6500801.2400785.5100791.9413881104.0NoneNone791.94NoneNone1.00.0TSLAXNAS2021-10-11T00:00:00+0000
15796.2100796.3800780.9100785.4916711100.0NoneNone785.49NoneNone1.00.0TSLAXNAS2021-10-08T00:00:00+0000
16785.4600805.0000783.3800793.6118946185.0NoneNone793.61NoneNone1.00.0TSLAXNAS2021-10-07T00:00:00+0000
17776.2000786.6600773.2200782.7514632768.0NoneNone782.75NoneNone1.00.0TSLAXNAS2021-10-06T00:00:00+0000
18784.7962797.3100774.2600780.5918432625.0NoneNone780.59NoneNone1.00.0TSLAXNAS2021-10-05T00:00:00+0000
19796.5000806.9699776.1200781.5330390103.0NoneNone781.53NoneNone1.00.0TSLAXNAS2021-10-04T00:00:00+0000
20778.4000780.7800763.5900775.2217005900.0NoneNone775.22NoneNone1.00.0TSLAXNAS2021-10-01T00:00:00+0000
\n", + "
" + ], + "text/plain": [ + " open high low close volume adj_high adj_low \\\n", + "0 1081.8600 1115.2100 1073.2100 1114.00 29733600.0 None None \n", + "1 1068.3051 1081.0000 1054.3800 1077.04 26039958.0 None None \n", + "2 1039.6600 1070.8800 1030.7800 1037.86 38013916.0 None None \n", + "3 1024.6899 1094.9399 1001.4600 1018.43 61743802.0 None None \n", + "4 950.5300 1045.0000 944.2000 1024.86 61931449.0 None None \n", + "5 895.5000 910.0000 890.9600 909.68 22836800.0 None None \n", + "6 856.0000 900.0000 855.5046 894.00 31215968.0 None None \n", + "7 865.3500 869.4800 857.4101 865.80 13416616.0 None None \n", + "8 877.5300 877.9500 862.5101 864.27 17381128.0 None None \n", + "9 851.7900 875.2100 851.4700 870.11 24207245.0 None None \n", + "10 823.7400 843.2100 822.3500 843.03 18818000.0 None None \n", + "11 815.4900 820.2500 813.3501 818.32 11762673.0 None None \n", + "12 810.4700 815.4100 805.7949 811.08 14010391.0 None None \n", + "13 800.9300 812.3199 796.5700 805.72 21336688.0 None None \n", + "14 787.6500 801.2400 785.5100 791.94 13881104.0 None None \n", + "15 796.2100 796.3800 780.9100 785.49 16711100.0 None None \n", + "16 785.4600 805.0000 783.3800 793.61 18946185.0 None None \n", + "17 776.2000 786.6600 773.2200 782.75 14632768.0 None None \n", + "18 784.7962 797.3100 774.2600 780.59 18432625.0 None None \n", + "19 796.5000 806.9699 776.1200 781.53 30390103.0 None None \n", + "20 778.4000 780.7800 763.5900 775.22 17005900.0 None None \n", + "\n", + " adj_close adj_open adj_volume split_factor dividend symbol exchange \\\n", + "0 1114.00 None None 1.0 0.0 TSLA XNAS \n", + "1 1077.04 None None 1.0 0.0 TSLA XNAS \n", + "2 1037.86 None None 1.0 0.0 TSLA XNAS \n", + "3 1018.43 None None 1.0 0.0 TSLA XNAS \n", + "4 1024.86 None None 1.0 0.0 TSLA XNAS \n", + "5 909.68 None None 1.0 0.0 TSLA XNAS \n", + "6 894.00 None None 1.0 0.0 TSLA XNAS \n", + "7 865.80 None None 1.0 0.0 TSLA XNAS \n", + "8 864.27 None None 1.0 0.0 TSLA XNAS \n", + "9 870.11 None None 1.0 0.0 TSLA XNAS \n", + "10 843.03 None None 1.0 0.0 TSLA XNAS \n", + "11 818.32 None None 1.0 0.0 TSLA XNAS \n", + "12 811.08 None None 1.0 0.0 TSLA XNAS \n", + "13 805.72 None None 1.0 0.0 TSLA XNAS \n", + "14 791.94 None None 1.0 0.0 TSLA XNAS \n", + "15 785.49 None None 1.0 0.0 TSLA XNAS \n", + "16 793.61 None None 1.0 0.0 TSLA XNAS \n", + "17 782.75 None None 1.0 0.0 TSLA XNAS \n", + "18 780.59 None None 1.0 0.0 TSLA XNAS \n", + "19 781.53 None None 1.0 0.0 TSLA XNAS \n", + "20 775.22 None None 1.0 0.0 TSLA XNAS \n", + "\n", + " date \n", + "0 2021-10-29T00:00:00+0000 \n", + "1 2021-10-28T00:00:00+0000 \n", + "2 2021-10-27T00:00:00+0000 \n", + "3 2021-10-26T00:00:00+0000 \n", + "4 2021-10-25T00:00:00+0000 \n", + "5 2021-10-22T00:00:00+0000 \n", + "6 2021-10-21T00:00:00+0000 \n", + "7 2021-10-20T00:00:00+0000 \n", + "8 2021-10-19T00:00:00+0000 \n", + "9 2021-10-18T00:00:00+0000 \n", + "10 2021-10-15T00:00:00+0000 \n", + "11 2021-10-14T00:00:00+0000 \n", + "12 2021-10-13T00:00:00+0000 \n", + "13 2021-10-12T00:00:00+0000 \n", + "14 2021-10-11T00:00:00+0000 \n", + "15 2021-10-08T00:00:00+0000 \n", + "16 2021-10-07T00:00:00+0000 \n", + "17 2021-10-06T00:00:00+0000 \n", + "18 2021-10-05T00:00:00+0000 \n", + "19 2021-10-04T00:00:00+0000 \n", + "20 2021-10-01T00:00:00+0000 " + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df = pd.DataFrame(datos)\n", + "df" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "b69332e6-f3ac-4fc4-a8d6-6f71bad32f3b", + "metadata": {}, + "outputs": [], + "source": [ + "res_2 = requests.get('http://api.marketstack.com/v1/eod?access_key=d8c17415fa92ad84b011013f35f0d125&symbols=TSLA,MSFT,AMZN&date_from=2021-10-01&date_to=2021-10-30')\n", + "\n", + "#se va a sacar las acciones lo del mes de octubre 2021 de las 3 acciones" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "2ca8f490-abed-4dc8-a5e9-28c6fa008750", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "res_2" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "50c78714-8100-4dc8-b555-3f6759eed3db", + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "{'pagination': {'limit': 100, 'offset': 0, 'count': 63, 'total': 63},\n", + " 'data': [{'open': 1081.86,\n", + " 'high': 1115.21,\n", + " 'low': 1073.21,\n", + " 'close': 1114.0,\n", + " 'volume': 29733600.0,\n", + " 'adj_high': None,\n", + " 'adj_low': None,\n", + " 'adj_close': 1114.0,\n", + " 'adj_open': None,\n", + " 'adj_volume': None,\n", + " 'split_factor': 1.0,\n", + " 'dividend': 0.0,\n", + " 'symbol': 'TSLA',\n", + " 'exchange': 'XNAS',\n", + " 'date': '2021-10-29T00:00:00+0000'},\n", + " {'open': 324.13,\n", + " 'high': 332.0,\n", + " 'low': 323.9,\n", + " 'close': 331.62,\n", + " 'volume': 34744900.0,\n", + " 'adj_high': None,\n", + " 'adj_low': None,\n", + " 'adj_close': 331.62,\n", + " 'adj_open': None,\n", + " 'adj_volume': None,\n", + " 'split_factor': 1.0,\n", + " 'dividend': 0.0,\n", + " 'symbol': 'MSFT',\n", + " 'exchange': 'XNAS',\n", + " 'date': '2021-10-29T00:00:00+0000'},\n", + " {'open': 3300.02,\n", + " 'high': 3374.8201,\n", + " 'low': 3273.3201,\n", + " 'close': 3372.4299,\n", + " 'volume': 6469500.0,\n", + " 'adj_high': None,\n", + " 'adj_low': None,\n", + " 'adj_close': 3372.4299,\n", + " 'adj_open': None,\n", + " 'adj_volume': None,\n", + " 'split_factor': 1.0,\n", + " 'dividend': 0.0,\n", + " 'symbol': 'AMZN',\n", + " 'exchange': 'XNAS',\n", + " 'date': '2021-10-29T00:00:00+0000'},\n", + " {'open': 1068.3051,\n", + " 'high': 1081.0,\n", + " 'low': 1054.38,\n", + " 'close': 1077.04,\n", + " 'volume': 26039958.0,\n", + " 'adj_high': None,\n", + " 'adj_low': None,\n", + " 'adj_close': 1077.04,\n", + " 'adj_open': None,\n", + " 'adj_volume': None,\n", + " 'split_factor': 1.0,\n", + " 'dividend': 0.0,\n", + " 'symbol': 'TSLA',\n", + " 'exchange': 'XNAS',\n", + " 'date': '2021-10-28T00:00:00+0000'},\n", + " {'open': 324.33,\n", + " 'high': 324.87,\n", + " 'low': 321.36,\n", + " 'close': 324.35,\n", + " 'volume': 26275100.0,\n", + " 'adj_high': None,\n", + " 'adj_low': None,\n", + " 'adj_close': 324.35,\n", + " 'adj_open': None,\n", + " 'adj_volume': None,\n", + " 'split_factor': 1.0,\n", + " 'dividend': 0.0,\n", + " 'symbol': 'MSFT',\n", + " 'exchange': 'XNAS',\n", + " 'date': '2021-10-28T00:00:00+0000'},\n", + " {'open': 3402.095,\n", + " 'high': 3479.0,\n", + " 'low': 3386.0,\n", + " 'close': 3446.5701,\n", + " 'volume': 5443761.0,\n", + " 'adj_high': None,\n", + " 'adj_low': None,\n", + " 'adj_close': 3446.5701,\n", + " 'adj_open': None,\n", + " 'adj_volume': None,\n", + " 'split_factor': 1.0,\n", + " 'dividend': 0.0,\n", + " 'symbol': 'AMZN',\n", + " 'exchange': 'XNAS',\n", + " 'date': 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'exchange': 'XNAS',\n", + " 'date': '2021-10-01T00:00:00+0000'},\n", + " {'open': 282.1217,\n", + " 'high': 289.98,\n", + " 'low': 281.31,\n", + " 'close': 289.1,\n", + " 'volume': 27421895.0,\n", + " 'adj_high': None,\n", + " 'adj_low': None,\n", + " 'adj_close': 289.1,\n", + " 'adj_open': None,\n", + " 'adj_volume': None,\n", + " 'split_factor': 1.0,\n", + " 'dividend': 0.0,\n", + " 'symbol': 'MSFT',\n", + " 'exchange': 'XNAS',\n", + " 'date': '2021-10-01T00:00:00+0000'},\n", + " {'open': 778.4,\n", + " 'high': 780.78,\n", + " 'low': 763.59,\n", + " 'close': 775.22,\n", + " 'volume': 17005900.0,\n", + " 'adj_high': None,\n", + " 'adj_low': None,\n", + " 'adj_close': 775.22,\n", + " 'adj_open': None,\n", + " 'adj_volume': None,\n", + " 'split_factor': 1.0,\n", + " 'dividend': 0.0,\n", + " 'symbol': 'TSLA',\n", + " 'exchange': 'XNAS',\n", + " 'date': '2021-10-01T00:00:00+0000'}]}" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "res_json_2=res_2.json() #aqui se metio el json en una variable\n", + "res_json_2" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "f0f6aea5-6738-409c-82b4-3132d3fc6702", + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "[{'open': 1081.86,\n", + " 'high': 1115.21,\n", + " 'low': 1073.21,\n", + " 'close': 1114.0,\n", + " 'volume': 29733600.0,\n", + " 'adj_high': None,\n", + " 'adj_low': None,\n", + " 'adj_close': 1114.0,\n", + " 'adj_open': None,\n", + " 'adj_volume': None,\n", + " 'split_factor': 1.0,\n", + " 'dividend': 0.0,\n", + " 'symbol': 'TSLA',\n", + " 'exchange': 'XNAS',\n", + " 'date': '2021-10-29T00:00:00+0000'},\n", + " {'open': 324.13,\n", + " 'high': 332.0,\n", + " 'low': 323.9,\n", + " 'close': 331.62,\n", + " 'volume': 34744900.0,\n", + " 'adj_high': None,\n", + " 'adj_low': None,\n", + " 'adj_close': 331.62,\n", + " 'adj_open': None,\n", + " 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503291.54003325.48513283.06013302.4299AMZNXNAS2021-10-07T00:00:00+0000
........................
14950.53001045.0000944.20001024.8600TSLAXNAS2021-10-25T00:00:00+0000
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01081.86001115.21001073.21001114.0000TSLAXNAS2021-10-29T00:00:00+0000
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63 rows × 7 columns

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" + ], + "text/plain": [ + " open high low close symbol exchange \\\n", + "60 3289.0100 3309.1699 3255.9399 3283.2600 AMZN XNAS \n", + "59 3279.3899 3279.3899 3176.2500 3189.7800 AMZN XNAS \n", + "56 3204.5000 3260.6899 3202.4641 3221.0000 AMZN XNAS \n", + "53 3213.5300 3264.3401 3198.6201 3262.0100 AMZN XNAS \n", + "50 3291.5400 3325.4851 3283.0601 3302.4299 AMZN XNAS \n", + ".. ... ... ... ... ... ... \n", + "14 950.5300 1045.0000 944.2000 1024.8600 TSLA XNAS \n", + "9 1024.6899 1094.9399 1001.4600 1018.4300 TSLA XNAS \n", + "6 1039.6600 1070.8800 1030.7800 1037.8600 TSLA XNAS \n", + "3 1068.3051 1081.0000 1054.3800 1077.0400 TSLA XNAS \n", + "0 1081.8600 1115.2100 1073.2100 1114.0000 TSLA XNAS \n", + "\n", + " date \n", + "60 2021-10-01T00:00:00+0000 \n", + "59 2021-10-04T00:00:00+0000 \n", + "56 2021-10-05T00:00:00+0000 \n", + "53 2021-10-06T00:00:00+0000 \n", + "50 2021-10-07T00:00:00+0000 \n", + ".. ... \n", + "14 2021-10-25T00:00:00+0000 \n", + "9 2021-10-26T00:00:00+0000 \n", + "6 2021-10-27T00:00:00+0000 \n", + "3 2021-10-28T00:00:00+0000 \n", + "0 2021-10-29T00:00:00+0000 \n", + "\n", + "[63 rows x 7 columns]" + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_2_ordenado=df_2_drop.sort_values(by=['symbol','date']) #aqui se ordenaron los datos por accion y por fecha\n", + "df_2_ordenado" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "6de8d83a-c0dd-4d69-a6f9-fd04de1ec20d", + "metadata": {}, + "outputs": [], + "source": [ + "res_3 = requests.get('http://api.marketstack.com/v1/eod?access_key=d8c17415fa92ad84b011013f35f0d125&symbols=TSLA,MSFT,AMZN&date_from=2021-09-01&date_to=2021-09-30')\n", + "#se va a sacar las acciones lo del mes de septiembre 2021 de las 3 acciones" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "e3abc360-e7b3-4a6e-afec-106c712c98d1", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "res_3" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "14a5d744-be08-44a3-84c0-4979e3528b2c", + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "{'pagination': {'limit': 100, 'offset': 0, 'count': 63, 'total': 63},\n", + " 'data': [{'open': 781.0,\n", + " 'high': 789.1,\n", + " 'low': 775.0,\n", + " 'close': 775.48,\n", + " 'volume': 17955961.0,\n", + " 'adj_high': None,\n", + " 'adj_low': None,\n", + " 'adj_close': 775.48,\n", + " 'adj_open': None,\n", + " 'adj_volume': None,\n", + " 'split_factor': 1.0,\n", + " 'dividend': 0.0,\n", + " 'symbol': 'TSLA',\n", + " 'exchange': 'XNAS',\n", + " 'date': '2021-09-30T00:00:00+0000'},\n", + " {'open': 285.71,\n", + " 'high': 287.83,\n", + " 'low': 281.62,\n", + " 'close': 281.92,\n", + " 'volume': 30667325.0,\n", + " 'adj_high': None,\n", + " 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.............................................
14950.53001045.0000944.20001024.8600TSLAXNAS2021-10-25T00:00:00+0000745.8900774.8000744.5600774.3900TSLAXNAS2021-09-24T00:00:00+0000
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63 rows × 14 columns

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" + ], + "text/plain": [ + " Precio_apertura Precio_mas_alto Precio_mas_bajo Precio_cierre Accion \\\n", + "60 3289.0100 3309.1699 3255.9399 3283.2600 AMZN \n", + "59 3279.3899 3279.3899 3176.2500 3189.7800 AMZN \n", + "56 3204.5000 3260.6899 3202.4641 3221.0000 AMZN \n", + "53 3213.5300 3264.3401 3198.6201 3262.0100 AMZN \n", + "50 3291.5400 3325.4851 3283.0601 3302.4299 AMZN \n", + ".. ... ... ... ... ... \n", + "14 950.5300 1045.0000 944.2000 1024.8600 TSLA \n", + "9 1024.6899 1094.9399 1001.4600 1018.4300 TSLA \n", + "6 1039.6600 1070.8800 1030.7800 1037.8600 TSLA \n", + "3 1068.3051 1081.0000 1054.3800 1077.0400 TSLA \n", + "0 1081.8600 1115.2100 1073.2100 1114.0000 TSLA \n", + "\n", + " Indice Fecha_Oct Precio_apertura Precio_mas_alto \\\n", + "60 XNAS 2021-10-01T00:00:00+0000 3496.3960 3526.4990 \n", + "59 XNAS 2021-10-04T00:00:00+0000 3494.7600 3511.9607 \n", + "56 XNAS 2021-10-05T00:00:00+0000 3452.0000 3482.6699 \n", + "53 XNAS 2021-10-06T00:00:00+0000 3478.0000 3528.0901 \n", + "50 XNAS 2021-10-07T00:00:00+0000 3511.6499 3545.6299 \n", + ".. ... ... ... ... \n", + "14 XNAS 2021-10-25T00:00:00+0000 745.8900 774.8000 \n", + "9 XNAS 2021-10-26T00:00:00+0000 773.1200 799.0000 \n", + "6 XNAS 2021-10-27T00:00:00+0000 787.2000 795.6400 \n", + "3 XNAS 2021-10-28T00:00:00+0000 779.8000 793.5000 \n", + "0 XNAS 2021-10-29T00:00:00+0000 781.0000 789.1000 \n", + "\n", + " Precio_mas_bajo Precio_cierre Accion Indice Fecha_Sep \n", + "60 3475.2400 3479.0000 AMZN XNAS 2021-09-01T00:00:00+0000 \n", + "59 3455.2900 3463.1201 AMZN XNAS 2021-09-02T00:00:00+0000 \n", + "56 3436.4399 3478.0500 AMZN XNAS 2021-09-03T00:00:00+0000 \n", + "53 3476.9399 3509.2900 AMZN XNAS 2021-09-07T00:00:00+0000 \n", + "50 3495.6699 3525.5000 AMZN XNAS 2021-09-08T00:00:00+0000 \n", + ".. ... ... ... ... ... \n", + "14 744.5600 774.3900 TSLA XNAS 2021-09-24T00:00:00+0000 \n", + "9 769.3100 791.3600 TSLA XNAS 2021-09-27T00:00:00+0000 \n", + "6 766.1801 777.5600 TSLA XNAS 2021-09-28T00:00:00+0000 \n", + "3 770.6901 781.3100 TSLA XNAS 2021-09-29T00:00:00+0000 \n", + "0 775.0000 775.4800 TSLA XNAS 2021-09-30T00:00:00+0000 \n", + "\n", + "[63 rows x 14 columns]" + ] + }, + "execution_count": 24, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_sep_oct" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "id": "6f351264-3c48-423d-98a9-81e0d96bdc1f", + "metadata": {}, + "outputs": [], + "source": [ + "df_sep_oct.to_csv('Acciones_Sep_Oct_2021.csv')" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.8" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/your-code/API/API Marketstack.ipynb b/your-code/API/API Marketstack.ipynb new file mode 100644 index 0000000..54c2fb8 --- /dev/null +++ b/your-code/API/API Marketstack.ipynb @@ -0,0 +1,7342 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "dad87129-b660-4348-8865-11f2b083e2fc", + "metadata": {}, + "source": [ + "# PROYECTO API #" + ] + }, + { + "cell_type": "markdown", + "id": "2404daae-8698-4b28-9171-a6bb3352fb5e", + "metadata": {}, + "source": [ + "## Marketstack ##" + ] + }, + { + "cell_type": "markdown", + "id": "75107fc1-82d5-460c-a732-3908500bb04a", + "metadata": {}, + "source": [ + "En este proyecto de API lo que se buscaba de un principio era realizar la comparacion de algunas de las acciones en la bolsa de Tesla, Amazon y Microsoft del mes de octubre con respecto al año anterior, sin embargo la pagina no permite sacar datos del año anterior por lo que se comparara con respecto al mes anterior en este caso Septiembre, de igual manera cabe mencionar que esta API solo permite realizar 100 consultas por mes, e igual por cada request que haga solo me trae como maximo 100 datos." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "e5308a6d-fc6c-4777-8864-1a803661b978", + "metadata": {}, + "outputs": [], + "source": [ + "import re" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "45d01be0-4421-42d2-803b-4e45d1fcf953", + "metadata": {}, + "outputs": [], + "source": [ + "import requests" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "5b4d0d26-842f-4816-a826-b840fdc3b970", + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "f2c5b694-5579-43ae-9b1c-7c03757b1169", + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "614019a9-4b18-43d8-a60b-81797ecbfaec", + "metadata": {}, + "outputs": [], + "source": [ + "res = requests.get('http://api.marketstack.com/v1/eod?access_key=d8c17415fa92ad84b011013f35f0d125&symbols=TSLA&date_from=2021-10-01&date_to=2021-10-30')" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "73ebecca-42a5-4a95-a45d-1d1b0151cfe2", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "res" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "5ed6671d-963d-4220-81ce-715e3db0feba", + "metadata": {}, + "outputs": [], + "source": [ + "res_json=res.json() #aqui se saca en un json todo lo que contiene la liga" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "5e924185-88dc-4e68-8160-66e32833cca6", + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "{'pagination': {'limit': 100, 'offset': 0, 'count': 21, 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" 'dividend': 0.0,\n", + " 'symbol': 'TSLA',\n", + " 'exchange': 'XNAS',\n", + " 'date': '2021-10-25T00:00:00+0000'},\n", + " {'open': 895.5,\n", + " 'high': 910.0,\n", + " 'low': 890.96,\n", + " 'close': 909.68,\n", + " 'volume': 22836800.0,\n", + " 'adj_high': None,\n", + " 'adj_low': None,\n", + " 'adj_close': 909.68,\n", + " 'adj_open': None,\n", + " 'adj_volume': None,\n", + " 'split_factor': 1.0,\n", + " 'dividend': 0.0,\n", + " 'symbol': 'TSLA',\n", + " 'exchange': 'XNAS',\n", + " 'date': '2021-10-22T00:00:00+0000'},\n", + " {'open': 856.0,\n", + " 'high': 900.0,\n", + " 'low': 855.5046,\n", + " 'close': 894.0,\n", + " 'volume': 31215968.0,\n", + " 'adj_high': None,\n", + " 'adj_low': None,\n", + " 'adj_close': 894.0,\n", + " 'adj_open': None,\n", + " 'adj_volume': None,\n", + " 'split_factor': 1.0,\n", + " 'dividend': 0.0,\n", + " 'symbol': 'TSLA',\n", + " 'exchange': 'XNAS',\n", + " 'date': '2021-10-21T00:00:00+0000'},\n", + " {'open': 865.35,\n", + " 'high': 869.48,\n", + " 'low': 857.4101,\n", + " 'close': 865.8,\n", + " 'volume': 13416616.0,\n", + " 'adj_high': None,\n", + " 'adj_low': None,\n", + " 'adj_close': 865.8,\n", + " 'adj_open': None,\n", + " 'adj_volume': None,\n", + " 'split_factor': 1.0,\n", + " 'dividend': 0.0,\n", + " 'symbol': 'TSLA',\n", + " 'exchange': 'XNAS',\n", + " 'date': '2021-10-20T00:00:00+0000'},\n", + " {'open': 877.53,\n", + " 'high': 877.95,\n", + " 'low': 862.5101,\n", + " 'close': 864.27,\n", + " 'volume': 17381128.0,\n", + " 'adj_high': None,\n", + " 'adj_low': None,\n", + " 'adj_close': 864.27,\n", + " 'adj_open': None,\n", + " 'adj_volume': None,\n", + " 'split_factor': 1.0,\n", + " 'dividend': 0.0,\n", + " 'symbol': 'TSLA',\n", + " 'exchange': 'XNAS',\n", + " 'date': '2021-10-19T00:00:00+0000'},\n", + " {'open': 851.79,\n", + " 'high': 875.21,\n", + " 'low': 851.47,\n", + " 'close': 870.11,\n", + " 'volume': 24207245.0,\n", + " 'adj_high': None,\n", + " 'adj_low': None,\n", + " 'adj_close': 870.11,\n", + " 'adj_open': None,\n", + " 'adj_volume': None,\n", + " 'split_factor': 1.0,\n", + " 'dividend': 0.0,\n", + " 'symbol': 'TSLA',\n", + " 'exchange': 'XNAS',\n", + " 'date': '2021-10-18T00:00:00+0000'},\n", + " {'open': 823.74,\n", + " 'high': 843.21,\n", + " 'low': 822.35,\n", + " 'close': 843.03,\n", + " 'volume': 18818000.0,\n", + " 'adj_high': None,\n", + " 'adj_low': None,\n", + " 'adj_close': 843.03,\n", + " 'adj_open': None,\n", + " 'adj_volume': None,\n", + " 'split_factor': 1.0,\n", + " 'dividend': 0.0,\n", + " 'symbol': 'TSLA',\n", + " 'exchange': 'XNAS',\n", + " 'date': '2021-10-15T00:00:00+0000'},\n", + " {'open': 815.49,\n", + " 'high': 820.25,\n", + " 'low': 813.3501,\n", + " 'close': 818.32,\n", + " 'volume': 11762673.0,\n", + " 'adj_high': None,\n", + " 'adj_low': None,\n", + " 'adj_close': 818.32,\n", + " 'adj_open': None,\n", + " 'adj_volume': None,\n", + " 'split_factor': 1.0,\n", + " 'dividend': 0.0,\n", + " 'symbol': 'TSLA',\n", + " 'exchange': 'XNAS',\n", + " 'date': '2021-10-14T00:00:00+0000'},\n", + " {'open': 810.47,\n", + " 'high': 815.41,\n", + " 'low': 805.7949,\n", + " 'close': 811.08,\n", + " 'volume': 14010391.0,\n", + " 'adj_high': None,\n", + " 'adj_low': None,\n", + " 'adj_close': 811.08,\n", + " 'adj_open': None,\n", + " 'adj_volume': None,\n", + " 'split_factor': 1.0,\n", + " 'dividend': 0.0,\n", + " 'symbol': 'TSLA',\n", + " 'exchange': 'XNAS',\n", + " 'date': '2021-10-13T00:00:00+0000'},\n", + " {'open': 800.93,\n", + " 'high': 812.3199,\n", + " 'low': 796.57,\n", + " 'close': 805.72,\n", + " 'volume': 21336688.0,\n", + " 'adj_high': None,\n", + " 'adj_low': None,\n", + " 'adj_close': 805.72,\n", + " 'adj_open': None,\n", + " 'adj_volume': None,\n", + " 'split_factor': 1.0,\n", + " 'dividend': 0.0,\n", + " 'symbol': 'TSLA',\n", + " 'exchange': 'XNAS',\n", + " 'date': '2021-10-12T00:00:00+0000'},\n", + " {'open': 787.65,\n", + " 'high': 801.24,\n", + " 'low': 785.51,\n", + " 'close': 791.94,\n", + " 'volume': 13881104.0,\n", + " 'adj_high': None,\n", + " 'adj_low': None,\n", + " 'adj_close': 791.94,\n", + " 'adj_open': None,\n", + " 'adj_volume': None,\n", + " 'split_factor': 1.0,\n", + " 'dividend': 0.0,\n", + " 'symbol': 'TSLA',\n", + " 'exchange': 'XNAS',\n", + " 'date': '2021-10-11T00:00:00+0000'},\n", + " {'open': 796.21,\n", + " 'high': 796.38,\n", + " 'low': 780.91,\n", + " 'close': 785.49,\n", + " 'volume': 16711100.0,\n", + " 'adj_high': None,\n", + " 'adj_low': None,\n", + " 'adj_close': 785.49,\n", + " 'adj_open': None,\n", + " 'adj_volume': None,\n", + " 'split_factor': 1.0,\n", + " 'dividend': 0.0,\n", + " 'symbol': 'TSLA',\n", + " 'exchange': 'XNAS',\n", + " 'date': '2021-10-08T00:00:00+0000'},\n", + " {'open': 785.46,\n", + " 'high': 805.0,\n", + " 'low': 783.38,\n", + " 'close': 793.61,\n", + " 'volume': 18946185.0,\n", + " 'adj_high': None,\n", + " 'adj_low': None,\n", + " 'adj_close': 793.61,\n", + " 'adj_open': None,\n", + " 'adj_volume': None,\n", + " 'split_factor': 1.0,\n", + " 'dividend': 0.0,\n", + " 'symbol': 'TSLA',\n", + " 'exchange': 'XNAS',\n", + " 'date': '2021-10-07T00:00:00+0000'},\n", + " {'open': 776.2,\n", + " 'high': 786.66,\n", + " 'low': 773.22,\n", + " 'close': 782.75,\n", + " 'volume': 14632768.0,\n", + " 'adj_high': None,\n", + " 'adj_low': None,\n", + " 'adj_close': 782.75,\n", + " 'adj_open': None,\n", + " 'adj_volume': None,\n", + " 'split_factor': 1.0,\n", + " 'dividend': 0.0,\n", + " 'symbol': 'TSLA',\n", + " 'exchange': 'XNAS',\n", + " 'date': '2021-10-06T00:00:00+0000'},\n", + " {'open': 784.7962,\n", + " 'high': 797.31,\n", + " 'low': 774.26,\n", + " 'close': 780.59,\n", + " 'volume': 18432625.0,\n", + " 'adj_high': None,\n", + " 'adj_low': None,\n", + " 'adj_close': 780.59,\n", + " 'adj_open': None,\n", + " 'adj_volume': None,\n", + " 'split_factor': 1.0,\n", + " 'dividend': 0.0,\n", + " 'symbol': 'TSLA',\n", + " 'exchange': 'XNAS',\n", + " 'date': '2021-10-05T00:00:00+0000'},\n", + " {'open': 796.5,\n", + " 'high': 806.9699,\n", + " 'low': 776.12,\n", + " 'close': 781.53,\n", + " 'volume': 30390103.0,\n", + " 'adj_high': None,\n", + " 'adj_low': None,\n", + " 'adj_close': 781.53,\n", + " 'adj_open': None,\n", + " 'adj_volume': None,\n", + " 'split_factor': 1.0,\n", + " 'dividend': 0.0,\n", + " 'symbol': 'TSLA',\n", + " 'exchange': 'XNAS',\n", + " 'date': '2021-10-04T00:00:00+0000'},\n", + " {'open': 778.4,\n", + " 'high': 780.78,\n", + " 'low': 763.59,\n", + " 'close': 775.22,\n", + " 'volume': 17005900.0,\n", + " 'adj_high': None,\n", + " 'adj_low': None,\n", + " 'adj_close': 775.22,\n", + " 'adj_open': None,\n", + " 'adj_volume': None,\n", + " 'split_factor': 1.0,\n", + " 'dividend': 0.0,\n", + " 'symbol': 'TSLA',\n", + " 'exchange': 'XNAS',\n", + " 'date': '2021-10-01T00:00:00+0000'}]}" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "res_json" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "eca2fff7-17b1-4b9c-a35b-e2e7cbbf0172", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "dict_keys(['pagination', 'data'])" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "res_json.keys() #aqui estoy sacando las llaves del json" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "a181e127-c141-40bd-9d91-339daf96cf5c", + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "dict_values([{'limit': 100, 'offset': 0, 'count': 21, 'total': 21}, [{'open': 1081.86, 'high': 1115.21, 'low': 1073.21, 'close': 1114.0, 'volume': 29733600.0, 'adj_high': None, 'adj_low': None, 'adj_close': 1114.0, 'adj_open': None, 'adj_volume': None, 'split_factor': 1.0, 'dividend': 0.0, 'symbol': 'TSLA', 'exchange': 'XNAS', 'date': '2021-10-29T00:00:00+0000'}, {'open': 1068.3051, 'high': 1081.0, 'low': 1054.38, 'close': 1077.04, 'volume': 26039958.0, 'adj_high': None, 'adj_low': None, 'adj_close': 1077.04, 'adj_open': None, 'adj_volume': None, 'split_factor': 1.0, 'dividend': 0.0, 'symbol': 'TSLA', 'exchange': 'XNAS', 'date': '2021-10-28T00:00:00+0000'}, {'open': 1039.66, 'high': 1070.88, 'low': 1030.78, 'close': 1037.86, 'volume': 38013916.0, 'adj_high': None, 'adj_low': None, 'adj_close': 1037.86, 'adj_open': None, 'adj_volume': None, 'split_factor': 1.0, 'dividend': 0.0, 'symbol': 'TSLA', 'exchange': 'XNAS', 'date': '2021-10-27T00:00:00+0000'}, {'open': 1024.6899, 'high': 1094.9399, 'low': 1001.46, 'close': 1018.43, 'volume': 61743802.0, 'adj_high': None, 'adj_low': None, 'adj_close': 1018.43, 'adj_open': None, 'adj_volume': None, 'split_factor': 1.0, 'dividend': 0.0, 'symbol': 'TSLA', 'exchange': 'XNAS', 'date': '2021-10-26T00:00:00+0000'}, {'open': 950.53, 'high': 1045.0, 'low': 944.2, 'close': 1024.86, 'volume': 61931449.0, 'adj_high': None, 'adj_low': None, 'adj_close': 1024.86, 'adj_open': None, 'adj_volume': None, 'split_factor': 1.0, 'dividend': 0.0, 'symbol': 'TSLA', 'exchange': 'XNAS', 'date': '2021-10-25T00:00:00+0000'}, {'open': 895.5, 'high': 910.0, 'low': 890.96, 'close': 909.68, 'volume': 22836800.0, 'adj_high': None, 'adj_low': None, 'adj_close': 909.68, 'adj_open': None, 'adj_volume': None, 'split_factor': 1.0, 'dividend': 0.0, 'symbol': 'TSLA', 'exchange': 'XNAS', 'date': '2021-10-22T00:00:00+0000'}, {'open': 856.0, 'high': 900.0, 'low': 855.5046, 'close': 894.0, 'volume': 31215968.0, 'adj_high': None, 'adj_low': None, 'adj_close': 894.0, 'adj_open': None, 'adj_volume': None, 'split_factor': 1.0, 'dividend': 0.0, 'symbol': 'TSLA', 'exchange': 'XNAS', 'date': '2021-10-21T00:00:00+0000'}, {'open': 865.35, 'high': 869.48, 'low': 857.4101, 'close': 865.8, 'volume': 13416616.0, 'adj_high': None, 'adj_low': None, 'adj_close': 865.8, 'adj_open': None, 'adj_volume': None, 'split_factor': 1.0, 'dividend': 0.0, 'symbol': 'TSLA', 'exchange': 'XNAS', 'date': '2021-10-20T00:00:00+0000'}, {'open': 877.53, 'high': 877.95, 'low': 862.5101, 'close': 864.27, 'volume': 17381128.0, 'adj_high': None, 'adj_low': None, 'adj_close': 864.27, 'adj_open': None, 'adj_volume': None, 'split_factor': 1.0, 'dividend': 0.0, 'symbol': 'TSLA', 'exchange': 'XNAS', 'date': '2021-10-19T00:00:00+0000'}, {'open': 851.79, 'high': 875.21, 'low': 851.47, 'close': 870.11, 'volume': 24207245.0, 'adj_high': None, 'adj_low': None, 'adj_close': 870.11, 'adj_open': None, 'adj_volume': None, 'split_factor': 1.0, 'dividend': 0.0, 'symbol': 'TSLA', 'exchange': 'XNAS', 'date': '2021-10-18T00:00:00+0000'}, {'open': 823.74, 'high': 843.21, 'low': 822.35, 'close': 843.03, 'volume': 18818000.0, 'adj_high': None, 'adj_low': None, 'adj_close': 843.03, 'adj_open': None, 'adj_volume': None, 'split_factor': 1.0, 'dividend': 0.0, 'symbol': 'TSLA', 'exchange': 'XNAS', 'date': '2021-10-15T00:00:00+0000'}, {'open': 815.49, 'high': 820.25, 'low': 813.3501, 'close': 818.32, 'volume': 11762673.0, 'adj_high': None, 'adj_low': None, 'adj_close': 818.32, 'adj_open': None, 'adj_volume': None, 'split_factor': 1.0, 'dividend': 0.0, 'symbol': 'TSLA', 'exchange': 'XNAS', 'date': '2021-10-14T00:00:00+0000'}, {'open': 810.47, 'high': 815.41, 'low': 805.7949, 'close': 811.08, 'volume': 14010391.0, 'adj_high': None, 'adj_low': None, 'adj_close': 811.08, 'adj_open': None, 'adj_volume': None, 'split_factor': 1.0, 'dividend': 0.0, 'symbol': 'TSLA', 'exchange': 'XNAS', 'date': '2021-10-13T00:00:00+0000'}, {'open': 800.93, 'high': 812.3199, 'low': 796.57, 'close': 805.72, 'volume': 21336688.0, 'adj_high': None, 'adj_low': None, 'adj_close': 805.72, 'adj_open': None, 'adj_volume': None, 'split_factor': 1.0, 'dividend': 0.0, 'symbol': 'TSLA', 'exchange': 'XNAS', 'date': '2021-10-12T00:00:00+0000'}, {'open': 787.65, 'high': 801.24, 'low': 785.51, 'close': 791.94, 'volume': 13881104.0, 'adj_high': None, 'adj_low': None, 'adj_close': 791.94, 'adj_open': None, 'adj_volume': None, 'split_factor': 1.0, 'dividend': 0.0, 'symbol': 'TSLA', 'exchange': 'XNAS', 'date': '2021-10-11T00:00:00+0000'}, {'open': 796.21, 'high': 796.38, 'low': 780.91, 'close': 785.49, 'volume': 16711100.0, 'adj_high': None, 'adj_low': None, 'adj_close': 785.49, 'adj_open': None, 'adj_volume': None, 'split_factor': 1.0, 'dividend': 0.0, 'symbol': 'TSLA', 'exchange': 'XNAS', 'date': '2021-10-08T00:00:00+0000'}, {'open': 785.46, 'high': 805.0, 'low': 783.38, 'close': 793.61, 'volume': 18946185.0, 'adj_high': None, 'adj_low': None, 'adj_close': 793.61, 'adj_open': None, 'adj_volume': None, 'split_factor': 1.0, 'dividend': 0.0, 'symbol': 'TSLA', 'exchange': 'XNAS', 'date': '2021-10-07T00:00:00+0000'}, {'open': 776.2, 'high': 786.66, 'low': 773.22, 'close': 782.75, 'volume': 14632768.0, 'adj_high': None, 'adj_low': None, 'adj_close': 782.75, 'adj_open': None, 'adj_volume': None, 'split_factor': 1.0, 'dividend': 0.0, 'symbol': 'TSLA', 'exchange': 'XNAS', 'date': '2021-10-06T00:00:00+0000'}, {'open': 784.7962, 'high': 797.31, 'low': 774.26, 'close': 780.59, 'volume': 18432625.0, 'adj_high': None, 'adj_low': None, 'adj_close': 780.59, 'adj_open': None, 'adj_volume': None, 'split_factor': 1.0, 'dividend': 0.0, 'symbol': 'TSLA', 'exchange': 'XNAS', 'date': '2021-10-05T00:00:00+0000'}, {'open': 796.5, 'high': 806.9699, 'low': 776.12, 'close': 781.53, 'volume': 30390103.0, 'adj_high': None, 'adj_low': None, 'adj_close': 781.53, 'adj_open': None, 'adj_volume': None, 'split_factor': 1.0, 'dividend': 0.0, 'symbol': 'TSLA', 'exchange': 'XNAS', 'date': '2021-10-04T00:00:00+0000'}, {'open': 778.4, 'high': 780.78, 'low': 763.59, 'close': 775.22, 'volume': 17005900.0, 'adj_high': None, 'adj_low': None, 'adj_close': 775.22, 'adj_open': None, 'adj_volume': None, 'split_factor': 1.0, 'dividend': 0.0, 'symbol': 'TSLA', 'exchange': 'XNAS', 'date': '2021-10-01T00:00:00+0000'}]])" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "res_json.values() #aqui estoy sacando los valores del json, pero vienen lo de los 2 keys" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "94fa54bb-0aae-4d71-9808-3c7d341a9d2a", + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "[{'open': 1081.86,\n", + " 'high': 1115.21,\n", + " 'low': 1073.21,\n", + " 'close': 1114.0,\n", + " 'volume': 29733600.0,\n", + " 'adj_high': None,\n", + " 'adj_low': None,\n", + " 'adj_close': 1114.0,\n", + " 'adj_open': None,\n", + " 'adj_volume': None,\n", + " 'split_factor': 1.0,\n", + " 'dividend': 0.0,\n", + " 'symbol': 'TSLA',\n", + " 'exchange': 'XNAS',\n", + " 'date': '2021-10-29T00:00:00+0000'},\n", + " {'open': 1068.3051,\n", + " 'high': 1081.0,\n", + " 'low': 1054.38,\n", + " 'close': 1077.04,\n", + " 'volume': 26039958.0,\n", + " 'adj_high': None,\n", + " 'adj_low': None,\n", + " 'adj_close': 1077.04,\n", + " 'adj_open': 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'2021-10-26T00:00:00+0000'},\n", + " {'open': 950.53,\n", + " 'high': 1045.0,\n", + " 'low': 944.2,\n", + " 'close': 1024.86,\n", + " 'volume': 61931449.0,\n", + " 'adj_high': None,\n", + " 'adj_low': None,\n", + " 'adj_close': 1024.86,\n", + " 'adj_open': None,\n", + " 'adj_volume': None,\n", + " 'split_factor': 1.0,\n", + " 'dividend': 0.0,\n", + " 'symbol': 'TSLA',\n", + " 'exchange': 'XNAS',\n", + " 'date': '2021-10-25T00:00:00+0000'},\n", + " {'open': 895.5,\n", + " 'high': 910.0,\n", + " 'low': 890.96,\n", + " 'close': 909.68,\n", + " 'volume': 22836800.0,\n", + " 'adj_high': None,\n", + " 'adj_low': None,\n", + " 'adj_close': 909.68,\n", + " 'adj_open': None,\n", + " 'adj_volume': None,\n", + " 'split_factor': 1.0,\n", + " 'dividend': 0.0,\n", + " 'symbol': 'TSLA',\n", + " 'exchange': 'XNAS',\n", + " 'date': '2021-10-22T00:00:00+0000'},\n", + " {'open': 856.0,\n", + " 'high': 900.0,\n", + " 'low': 855.5046,\n", + " 'close': 894.0,\n", + " 'volume': 31215968.0,\n", + " 'adj_high': None,\n", + " 'adj_low': None,\n", + " 'adj_close': 894.0,\n", + " 'adj_open': None,\n", + " 'adj_volume': None,\n", + " 'split_factor': 1.0,\n", + " 'dividend': 0.0,\n", + " 'symbol': 'TSLA',\n", + " 'exchange': 'XNAS',\n", + " 'date': '2021-10-21T00:00:00+0000'},\n", + " {'open': 865.35,\n", + " 'high': 869.48,\n", + " 'low': 857.4101,\n", + " 'close': 865.8,\n", + " 'volume': 13416616.0,\n", + " 'adj_high': None,\n", + " 'adj_low': None,\n", + " 'adj_close': 865.8,\n", + " 'adj_open': None,\n", + " 'adj_volume': None,\n", + " 'split_factor': 1.0,\n", + " 'dividend': 0.0,\n", + " 'symbol': 'TSLA',\n", + " 'exchange': 'XNAS',\n", + " 'date': '2021-10-20T00:00:00+0000'},\n", + " {'open': 877.53,\n", + " 'high': 877.95,\n", + " 'low': 862.5101,\n", + " 'close': 864.27,\n", + " 'volume': 17381128.0,\n", + " 'adj_high': None,\n", + " 'adj_low': None,\n", + " 'adj_close': 864.27,\n", + " 'adj_open': None,\n", + " 'adj_volume': None,\n", + " 'split_factor': 1.0,\n", + " 'dividend': 0.0,\n", + " 'symbol': 'TSLA',\n", + " 'exchange': 'XNAS',\n", + " 'date': '2021-10-19T00:00:00+0000'},\n", + " {'open': 851.79,\n", + " 'high': 875.21,\n", + " 'low': 851.47,\n", + " 'close': 870.11,\n", + " 'volume': 24207245.0,\n", + " 'adj_high': None,\n", + " 'adj_low': None,\n", + " 'adj_close': 870.11,\n", + " 'adj_open': None,\n", + " 'adj_volume': None,\n", + " 'split_factor': 1.0,\n", + " 'dividend': 0.0,\n", + " 'symbol': 'TSLA',\n", + " 'exchange': 'XNAS',\n", + " 'date': '2021-10-18T00:00:00+0000'},\n", + " {'open': 823.74,\n", + " 'high': 843.21,\n", + " 'low': 822.35,\n", + " 'close': 843.03,\n", + " 'volume': 18818000.0,\n", + " 'adj_high': None,\n", + " 'adj_low': None,\n", + " 'adj_close': 843.03,\n", + " 'adj_open': None,\n", + " 'adj_volume': None,\n", + " 'split_factor': 1.0,\n", + " 'dividend': 0.0,\n", + " 'symbol': 'TSLA',\n", + " 'exchange': 'XNAS',\n", + " 'date': '2021-10-15T00:00:00+0000'},\n", + " {'open': 815.49,\n", + " 'high': 820.25,\n", + " 'low': 813.3501,\n", + " 'close': 818.32,\n", + " 'volume': 11762673.0,\n", + " 'adj_high': None,\n", + " 'adj_low': None,\n", + " 'adj_close': 818.32,\n", + " 'adj_open': None,\n", + " 'adj_volume': None,\n", + " 'split_factor': 1.0,\n", + " 'dividend': 0.0,\n", + " 'symbol': 'TSLA',\n", + " 'exchange': 'XNAS',\n", + " 'date': '2021-10-14T00:00:00+0000'},\n", + " {'open': 810.47,\n", + " 'high': 815.41,\n", + " 'low': 805.7949,\n", + " 'close': 811.08,\n", + " 'volume': 14010391.0,\n", + " 'adj_high': None,\n", + " 'adj_low': None,\n", + " 'adj_close': 811.08,\n", + " 'adj_open': None,\n", + " 'adj_volume': None,\n", + " 'split_factor': 1.0,\n", + " 'dividend': 0.0,\n", + " 'symbol': 'TSLA',\n", + " 'exchange': 'XNAS',\n", + " 'date': '2021-10-13T00:00:00+0000'},\n", + " {'open': 800.93,\n", + " 'high': 812.3199,\n", + " 'low': 796.57,\n", + " 'close': 805.72,\n", + " 'volume': 21336688.0,\n", + " 'adj_high': None,\n", + " 'adj_low': None,\n", + " 'adj_close': 805.72,\n", + " 'adj_open': None,\n", + " 'adj_volume': None,\n", + " 'split_factor': 1.0,\n", + " 'dividend': 0.0,\n", + " 'symbol': 'TSLA',\n", + " 'exchange': 'XNAS',\n", + " 'date': '2021-10-12T00:00:00+0000'},\n", + " {'open': 787.65,\n", + " 'high': 801.24,\n", + " 'low': 785.51,\n", + " 'close': 791.94,\n", + " 'volume': 13881104.0,\n", + " 'adj_high': None,\n", + " 'adj_low': None,\n", + " 'adj_close': 791.94,\n", + " 'adj_open': None,\n", + " 'adj_volume': None,\n", + " 'split_factor': 1.0,\n", + " 'dividend': 0.0,\n", + " 'symbol': 'TSLA',\n", + " 'exchange': 'XNAS',\n", + " 'date': '2021-10-11T00:00:00+0000'},\n", + " {'open': 796.21,\n", + " 'high': 796.38,\n", + " 'low': 780.91,\n", + " 'close': 785.49,\n", + " 'volume': 16711100.0,\n", + " 'adj_high': None,\n", + " 'adj_low': None,\n", + " 'adj_close': 785.49,\n", + " 'adj_open': None,\n", + " 'adj_volume': None,\n", + " 'split_factor': 1.0,\n", + " 'dividend': 0.0,\n", + " 'symbol': 'TSLA',\n", + " 'exchange': 'XNAS',\n", + " 'date': '2021-10-08T00:00:00+0000'},\n", + " {'open': 785.46,\n", + " 'high': 805.0,\n", + " 'low': 783.38,\n", + " 'close': 793.61,\n", + " 'volume': 18946185.0,\n", + " 'adj_high': None,\n", + " 'adj_low': None,\n", + " 'adj_close': 793.61,\n", + " 'adj_open': None,\n", + " 'adj_volume': None,\n", + " 'split_factor': 1.0,\n", + " 'dividend': 0.0,\n", + " 'symbol': 'TSLA',\n", + " 'exchange': 'XNAS',\n", + " 'date': '2021-10-07T00:00:00+0000'},\n", + " {'open': 776.2,\n", + " 'high': 786.66,\n", + " 'low': 773.22,\n", + " 'close': 782.75,\n", + " 'volume': 14632768.0,\n", + " 'adj_high': None,\n", + " 'adj_low': None,\n", + " 'adj_close': 782.75,\n", + " 'adj_open': None,\n", + " 'adj_volume': None,\n", + " 'split_factor': 1.0,\n", + " 'dividend': 0.0,\n", + " 'symbol': 'TSLA',\n", + " 'exchange': 'XNAS',\n", + " 'date': '2021-10-06T00:00:00+0000'},\n", + " {'open': 784.7962,\n", + " 'high': 797.31,\n", + " 'low': 774.26,\n", + " 'close': 780.59,\n", + " 'volume': 18432625.0,\n", + " 'adj_high': None,\n", + " 'adj_low': None,\n", + " 'adj_close': 780.59,\n", + " 'adj_open': None,\n", + " 'adj_volume': None,\n", + " 'split_factor': 1.0,\n", + " 'dividend': 0.0,\n", + " 'symbol': 'TSLA',\n", + " 'exchange': 'XNAS',\n", + " 'date': '2021-10-05T00:00:00+0000'},\n", + " {'open': 796.5,\n", + " 'high': 806.9699,\n", + " 'low': 776.12,\n", + " 'close': 781.53,\n", + " 'volume': 30390103.0,\n", + " 'adj_high': None,\n", + " 'adj_low': None,\n", + " 'adj_close': 781.53,\n", + " 'adj_open': None,\n", + " 'adj_volume': None,\n", + " 'split_factor': 1.0,\n", + " 'dividend': 0.0,\n", + " 'symbol': 'TSLA',\n", + " 'exchange': 'XNAS',\n", + " 'date': '2021-10-04T00:00:00+0000'},\n", + " {'open': 778.4,\n", + " 'high': 780.78,\n", + " 'low': 763.59,\n", + " 'close': 775.22,\n", + " 'volume': 17005900.0,\n", + " 'adj_high': None,\n", + " 'adj_low': None,\n", + " 'adj_close': 775.22,\n", + " 'adj_open': None,\n", + " 'adj_volume': None,\n", + " 'split_factor': 1.0,\n", + " 'dividend': 0.0,\n", + " 'symbol': 'TSLA',\n", + " 'exchange': 'XNAS',\n", + " 'date': '2021-10-01T00:00:00+0000'}]" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "datos = res_json['data'] #probando que efectivamente salgan los valores que necesito\n", + "datos" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "b9c8ce03-c6de-4c9a-9545-803365566059", + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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openhighlowclosevolumeadj_highadj_lowadj_closeadj_openadj_volumesplit_factordividendsymbolexchangedate
01081.86001115.21001073.21001114.0029733600.0NoneNone1114.00NoneNone1.00.0TSLAXNAS2021-10-29T00:00:00+0000
11068.30511081.00001054.38001077.0426039958.0NoneNone1077.04NoneNone1.00.0TSLAXNAS2021-10-28T00:00:00+0000
21039.66001070.88001030.78001037.8638013916.0NoneNone1037.86NoneNone1.00.0TSLAXNAS2021-10-27T00:00:00+0000
31024.68991094.93991001.46001018.4361743802.0NoneNone1018.43NoneNone1.00.0TSLAXNAS2021-10-26T00:00:00+0000
4950.53001045.0000944.20001024.8661931449.0NoneNone1024.86NoneNone1.00.0TSLAXNAS2021-10-25T00:00:00+0000
5895.5000910.0000890.9600909.6822836800.0NoneNone909.68NoneNone1.00.0TSLAXNAS2021-10-22T00:00:00+0000
6856.0000900.0000855.5046894.0031215968.0NoneNone894.00NoneNone1.00.0TSLAXNAS2021-10-21T00:00:00+0000
7865.3500869.4800857.4101865.8013416616.0NoneNone865.80NoneNone1.00.0TSLAXNAS2021-10-20T00:00:00+0000
8877.5300877.9500862.5101864.2717381128.0NoneNone864.27NoneNone1.00.0TSLAXNAS2021-10-19T00:00:00+0000
9851.7900875.2100851.4700870.1124207245.0NoneNone870.11NoneNone1.00.0TSLAXNAS2021-10-18T00:00:00+0000
10823.7400843.2100822.3500843.0318818000.0NoneNone843.03NoneNone1.00.0TSLAXNAS2021-10-15T00:00:00+0000
11815.4900820.2500813.3501818.3211762673.0NoneNone818.32NoneNone1.00.0TSLAXNAS2021-10-14T00:00:00+0000
12810.4700815.4100805.7949811.0814010391.0NoneNone811.08NoneNone1.00.0TSLAXNAS2021-10-13T00:00:00+0000
13800.9300812.3199796.5700805.7221336688.0NoneNone805.72NoneNone1.00.0TSLAXNAS2021-10-12T00:00:00+0000
14787.6500801.2400785.5100791.9413881104.0NoneNone791.94NoneNone1.00.0TSLAXNAS2021-10-11T00:00:00+0000
15796.2100796.3800780.9100785.4916711100.0NoneNone785.49NoneNone1.00.0TSLAXNAS2021-10-08T00:00:00+0000
16785.4600805.0000783.3800793.6118946185.0NoneNone793.61NoneNone1.00.0TSLAXNAS2021-10-07T00:00:00+0000
17776.2000786.6600773.2200782.7514632768.0NoneNone782.75NoneNone1.00.0TSLAXNAS2021-10-06T00:00:00+0000
18784.7962797.3100774.2600780.5918432625.0NoneNone780.59NoneNone1.00.0TSLAXNAS2021-10-05T00:00:00+0000
19796.5000806.9699776.1200781.5330390103.0NoneNone781.53NoneNone1.00.0TSLAXNAS2021-10-04T00:00:00+0000
20778.4000780.7800763.5900775.2217005900.0NoneNone775.22NoneNone1.00.0TSLAXNAS2021-10-01T00:00:00+0000
\n", + "
" + ], + "text/plain": [ + " open high low close volume adj_high adj_low \\\n", + "0 1081.8600 1115.2100 1073.2100 1114.00 29733600.0 None None \n", + "1 1068.3051 1081.0000 1054.3800 1077.04 26039958.0 None None \n", + "2 1039.6600 1070.8800 1030.7800 1037.86 38013916.0 None None \n", + "3 1024.6899 1094.9399 1001.4600 1018.43 61743802.0 None None \n", + "4 950.5300 1045.0000 944.2000 1024.86 61931449.0 None None \n", + "5 895.5000 910.0000 890.9600 909.68 22836800.0 None None \n", + "6 856.0000 900.0000 855.5046 894.00 31215968.0 None None \n", + "7 865.3500 869.4800 857.4101 865.80 13416616.0 None None \n", + "8 877.5300 877.9500 862.5101 864.27 17381128.0 None None \n", + "9 851.7900 875.2100 851.4700 870.11 24207245.0 None None \n", + "10 823.7400 843.2100 822.3500 843.03 18818000.0 None None \n", + "11 815.4900 820.2500 813.3501 818.32 11762673.0 None None \n", + "12 810.4700 815.4100 805.7949 811.08 14010391.0 None None \n", + "13 800.9300 812.3199 796.5700 805.72 21336688.0 None None \n", + "14 787.6500 801.2400 785.5100 791.94 13881104.0 None None \n", + "15 796.2100 796.3800 780.9100 785.49 16711100.0 None None \n", + "16 785.4600 805.0000 783.3800 793.61 18946185.0 None None \n", + "17 776.2000 786.6600 773.2200 782.75 14632768.0 None None \n", + "18 784.7962 797.3100 774.2600 780.59 18432625.0 None None \n", + "19 796.5000 806.9699 776.1200 781.53 30390103.0 None None \n", + "20 778.4000 780.7800 763.5900 775.22 17005900.0 None None \n", + "\n", + " adj_close adj_open adj_volume split_factor dividend symbol exchange \\\n", + "0 1114.00 None None 1.0 0.0 TSLA XNAS \n", + "1 1077.04 None None 1.0 0.0 TSLA XNAS \n", + "2 1037.86 None None 1.0 0.0 TSLA XNAS \n", + "3 1018.43 None None 1.0 0.0 TSLA XNAS \n", + "4 1024.86 None None 1.0 0.0 TSLA XNAS \n", + "5 909.68 None None 1.0 0.0 TSLA XNAS \n", + "6 894.00 None None 1.0 0.0 TSLA XNAS \n", + "7 865.80 None None 1.0 0.0 TSLA XNAS \n", + "8 864.27 None None 1.0 0.0 TSLA XNAS \n", + "9 870.11 None None 1.0 0.0 TSLA XNAS \n", + "10 843.03 None None 1.0 0.0 TSLA XNAS \n", + "11 818.32 None None 1.0 0.0 TSLA XNAS \n", + "12 811.08 None None 1.0 0.0 TSLA XNAS \n", + "13 805.72 None None 1.0 0.0 TSLA XNAS \n", + "14 791.94 None None 1.0 0.0 TSLA XNAS \n", + "15 785.49 None None 1.0 0.0 TSLA XNAS \n", + "16 793.61 None None 1.0 0.0 TSLA XNAS \n", + "17 782.75 None None 1.0 0.0 TSLA XNAS \n", + "18 780.59 None None 1.0 0.0 TSLA XNAS \n", + "19 781.53 None None 1.0 0.0 TSLA XNAS \n", + "20 775.22 None None 1.0 0.0 TSLA XNAS \n", + "\n", + " date \n", + "0 2021-10-29T00:00:00+0000 \n", + "1 2021-10-28T00:00:00+0000 \n", + "2 2021-10-27T00:00:00+0000 \n", + "3 2021-10-26T00:00:00+0000 \n", + "4 2021-10-25T00:00:00+0000 \n", + "5 2021-10-22T00:00:00+0000 \n", + "6 2021-10-21T00:00:00+0000 \n", + "7 2021-10-20T00:00:00+0000 \n", + "8 2021-10-19T00:00:00+0000 \n", + "9 2021-10-18T00:00:00+0000 \n", + "10 2021-10-15T00:00:00+0000 \n", + "11 2021-10-14T00:00:00+0000 \n", + "12 2021-10-13T00:00:00+0000 \n", + "13 2021-10-12T00:00:00+0000 \n", + "14 2021-10-11T00:00:00+0000 \n", + "15 2021-10-08T00:00:00+0000 \n", + "16 2021-10-07T00:00:00+0000 \n", + "17 2021-10-06T00:00:00+0000 \n", + "18 2021-10-05T00:00:00+0000 \n", + "19 2021-10-04T00:00:00+0000 \n", + "20 2021-10-01T00:00:00+0000 " + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df = pd.DataFrame(datos)\n", + "df" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "b69332e6-f3ac-4fc4-a8d6-6f71bad32f3b", + "metadata": {}, + "outputs": [], + "source": [ + "res_2 = requests.get('http://api.marketstack.com/v1/eod?access_key=d8c17415fa92ad84b011013f35f0d125&symbols=TSLA,MSFT,AMZN&date_from=2021-10-01&date_to=2021-10-30')\n", + "\n", + "#se va a sacar las acciones lo del mes de octubre 2021 de las 3 acciones" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "2ca8f490-abed-4dc8-a5e9-28c6fa008750", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "res_2" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "50c78714-8100-4dc8-b555-3f6759eed3db", + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "{'pagination': {'limit': 100, 'offset': 0, 'count': 63, 'total': 63},\n", + " 'data': [{'open': 1081.86,\n", + " 'high': 1115.21,\n", + " 'low': 1073.21,\n", + " 'close': 1114.0,\n", + " 'volume': 29733600.0,\n", + " 'adj_high': None,\n", + " 'adj_low': None,\n", + " 'adj_close': 1114.0,\n", + " 'adj_open': None,\n", + " 'adj_volume': None,\n", + " 'split_factor': 1.0,\n", + " 'dividend': 0.0,\n", + " 'symbol': 'TSLA',\n", + " 'exchange': 'XNAS',\n", + " 'date': '2021-10-29T00:00:00+0000'},\n", + " {'open': 324.13,\n", + " 'high': 332.0,\n", + " 'low': 323.9,\n", + " 'close': 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[ + "res_json_2=res_2.json() #aqui se metio el json en una variable\n", + "res_json_2" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "f0f6aea5-6738-409c-82b4-3132d3fc6702", + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "[{'open': 1081.86,\n", + " 'high': 1115.21,\n", + " 'low': 1073.21,\n", + " 'close': 1114.0,\n", + " 'volume': 29733600.0,\n", + " 'adj_high': None,\n", + " 'adj_low': None,\n", + " 'adj_close': 1114.0,\n", + " 'adj_open': None,\n", + " 'adj_volume': None,\n", + " 'split_factor': 1.0,\n", + " 'dividend': 0.0,\n", + " 'symbol': 'TSLA',\n", + " 'exchange': 'XNAS',\n", + " 'date': '2021-10-29T00:00:00+0000'},\n", + " {'open': 324.13,\n", + " 'high': 332.0,\n", + " 'low': 323.9,\n", + " 'close': 331.62,\n", + " 'volume': 34744900.0,\n", + " 'adj_high': None,\n", + " 'adj_low': None,\n", + " 'adj_close': 331.62,\n", + " 'adj_open': None,\n", + " 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........................
14950.53001045.0000944.20001024.8600TSLAXNAS2021-10-25T00:00:00+0000
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301.83,\n", + " 'volume': 18983826.0,\n", + " 'adj_high': None,\n", + " 'adj_low': None,\n", + " 'adj_close': 301.83,\n", + " 'adj_open': None,\n", + " 'adj_volume': None,\n", + " 'split_factor': 1.0,\n", + " 'dividend': 0.0,\n", + " 'symbol': 'MSFT',\n", + " 'exchange': 'XNAS',\n", + " 'date': '2021-09-01T00:00:00+0000'},\n", + " {'open': 734.08,\n", + " 'high': 741.9799,\n", + " 'low': 731.2701,\n", + " 'close': 734.09,\n", + " 'volume': 13204335.0,\n", + " 'adj_high': None,\n", + " 'adj_low': None,\n", + " 'adj_close': 734.09,\n", + " 'adj_open': None,\n", + " 'adj_volume': None,\n", + " 'split_factor': 1.0,\n", + " 'dividend': 0.0,\n", + " 'symbol': 'TSLA',\n", + " 'exchange': 'XNAS',\n", + " 'date': '2021-09-01T00:00:00+0000'}]}" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "res_json_3=res_3.json() #aqui se metio el json en una variable\n", + "res_json_3" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + 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b/your-code/API/Acciones_Sep_Oct_2021.csv new file mode 100644 index 0000000..1484e17 --- /dev/null +++ b/your-code/API/Acciones_Sep_Oct_2021.csv @@ -0,0 +1,64 @@ +,Precio_apertura,Precio_mas_alto,Precio_mas_bajo,Precio_cierre,Accion,Indice,Fecha_Oct,Precio_apertura,Precio_mas_alto,Precio_mas_bajo,Precio_cierre,Accion,Indice,Fecha_Sep +60,3289.01,3309.1699,3255.9399,3283.26,AMZN,XNAS,2021-10-01T00:00:00+0000,3496.396,3526.499,3475.24,3479.0,AMZN,XNAS,2021-09-01T00:00:00+0000 +59,3279.3899,3279.3899,3176.25,3189.78,AMZN,XNAS,2021-10-04T00:00:00+0000,3494.76,3511.9607,3455.29,3463.1201,AMZN,XNAS,2021-09-02T00:00:00+0000 +56,3204.5,3260.6899,3202.4641,3221.0,AMZN,XNAS,2021-10-05T00:00:00+0000,3452.0,3482.6699,3436.4399,3478.05,AMZN,XNAS,2021-09-03T00:00:00+0000 +53,3213.53,3264.3401,3198.6201,3262.01,AMZN,XNAS,2021-10-06T00:00:00+0000,3478.0,3528.0901,3476.9399,3509.29,AMZN,XNAS,2021-09-07T00:00:00+0000 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Scrapping #\n", + "\n", + "## Periodico El Financiero Bloomberg ##" + ] + }, + { + "cell_type": "markdown", + "id": "3bee707d-86f9-45ea-a510-9bddeafa4449", + "metadata": {}, + "source": [ + "Se busca traer el ultimo precio de la divisas" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "5c24df2c-dcd3-4c46-9c04-34f77f37f061", + "metadata": {}, + "outputs": [], + "source": [ + "import re" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "b7637b8d-a08c-4e07-8c01-3c25f5dfe947", + "metadata": {}, + "outputs": [], + "source": [ + "import requests" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "8c8782ce-e09c-4c9d-8fc5-93c3b931b7f5", + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "c0b29c8a-7c4d-440b-b7e3-f0cb452dde34", + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "04a23582-0faf-4d09-accd-81ebf518a9f5", + "metadata": {}, + "outputs": [], + "source": [ + "from bs4 import BeautifulSoup" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "cd70c7a4-eebd-4771-ac85-a47eea9e662a", + "metadata": {}, + "outputs": [], + "source": [ + "url = 'https://www.elfinanciero.com.mx/mercados/divisas/'" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "3cbd8080-d250-4117-987a-254bd85a528d", + "metadata": {}, + "outputs": [], + "source": [ + "response = requests.get(url)" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "eb639cfa-4541-4781-ad25-5e51d639a916", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "response" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "a82050f4-6523-491d-836a-5d0965a69829", + "metadata": {}, + "outputs": [], + "source": [ + "html = response.content" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "eaa095bc-2058-4c28-9c9a-294ece1ab0df", + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "b'Divisas | El Financiero\\n\\n
DIVISAS
Divisas
ACCIONES
IPC
DIVISAS
BONOS Y TASAS
COMMODITIES
FIBRAS
M\\xc3\\x81S NOTICIAS
GLOSARIO
AGENDA
REPORTES
D\\xc3\\xb3lar
NombreHora de
actualizaci\\xc3\\xb3n		\\xc3\\x9altimo
precio		Variaci\\xc3\\xb3n
porcentual
D\\xc3\\xb3lar FIX*2021/11/1920.83
0.32
Interbancario 48 Hrs.2021/11/1110.32
-49.94
Forex2021/11/1920.83
0.25
Peso
NombreHora de
actualizaci\\xc3\\xb3n		\\xc3\\x9altimo
precio		Variaci\\xc3\\xb3n
porcentual
Peso-Euro2021/11/1923.51
-0.50
Peso-Libra2021/11/1928.04
0.02
Peso-D\\xc3\\xb3lar (Canad\\xc3\\xa1)2021/11/1916.49
0.01
Peso-Yen2021/11/190.18
0.55
Peso-Franco (Suiza)2021/11/1922.44
-0.02
Am\\xc3\\xa9rica (divisas por d\\xc3\\xb3lar de EU)
NombreHora de
actualizaci\\xc3\\xb3n		\\xc3\\x9altimo
precio		Variaci\\xc3\\xb3n
porcentual
Peso (Argentina)2021/11/19100.45
0.05
Peso (Colombia)2021/11/193,916.73
-0.54
D\\xc3\\xb3lar (Canad\\xc3\\xa1)2021/11/191.26
0.30
Peso (Chile)2021/11/19829.80
-0.30
Real (Brasil)2021/11/195.61
0.79
Europa
NombreHora de
actualizaci\\xc3\\xb3n		\\xc3\\x9altimo
precio		Variaci\\xc3\\xb3n
porcentual
Franco (Suiza)2021/11/190.93
0.21
Corona (Suecia)2021/11/198.95
0.95
Libra esterlina (Gran Breta\\xc3\\xb1a)2021/11/191.35
-0.32
Euro2021/11/191.13
-0.71
Corona (Noruega)2021/11/198.92
1.18
Emergentes
NombreHora de
actualizaci\\xc3\\xb3n		\\xc3\\x9altimo
precio		Variaci\\xc3\\xb3n
porcentual
Renminbi (China)2021/11/196.39
0.16
Corona (Rep\\xc3\\xbablica Checa)2021/11/1922.53
1.29
Lira (Turqu\\xc3\\xada)2021/11/1911.29
2.03
Rand (Sud\\xc3\\xa1frica)2021/11/1915.73
0.52
Rublo (Rusia)2021/11/1973.49
0.49
Asia
NombreHora de
actualizaci\\xc3\\xb3n		\\xc3\\x9altimo
precio		Variaci\\xc3\\xb3n
porcentual
Rupia (India)2021/11/1874.24
-0.05
Yen (Jap\\xc3\\xb3n)2021/11/19113.99
-0.24
D\\xc3\\xb3lar (Taiw\\xc3\\xa1n)2021/11/1927.79
-0.03
Ringgit (Malasia)2021/11/194.18
0.04
D\\xc3\\xb3lar (Singapur)2021/11/191.36
0.37
D\\xc3\\xb3lar-Won (Corea del Sur)2021/11/191,185.12
0.42
D\\xc3\\xb3lar (Hong Kong)2021/11/197.79
0.02
Rupia (Indonesia)2021/11/1914232
0.08
Ocean\\xc3\\xada
NombreHora de
actualizaci\\xc3\\xb3n		\\xc3\\x9altimo
precio		Variaci\\xc3\\xb3n
porcentual
D\\xc3\\xb3lar (Australia)2021/11/190.72
-0.58
D\\xc3\\xb3lar (Nueva Zelanda)2021/11/190.70
-0.57
'" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "html" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "c8933a0b-d49b-4349-a2d8-4090c222c48f", + "metadata": {}, + "outputs": [], + "source": [ + "soup = BeautifulSoup(html,'lxml')" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "ebec3834-6340-4e0d-b24a-00e09dda7acf", + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "\n", + "Divisas | El Financiero\n", + "\n", + "
DIVISAS
Divisas
ACCIONES
IPC
DIVISAS
BONOS Y TASAS
COMMODITIES
FIBRAS
MÁS NOTICIAS
GLOSARIO
AGENDA
REPORTES
Dólar
NombreHora de
actualización		Último
precio		Variación
porcentual
Dólar FIX*2021/11/1920.83
0.32
Interbancario 48 Hrs.2021/11/1110.32
-49.94
Forex2021/11/1920.83
0.25
Peso
NombreHora de
actualización		Último
precio		Variación
porcentual
Peso-Euro2021/11/1923.51
-0.50
Peso-Libra2021/11/1928.04
0.02
Peso-Dólar (Canadá)2021/11/1916.49
0.01
Peso-Yen2021/11/190.18
0.55
Peso-Franco (Suiza)2021/11/1922.44
-0.02
América (divisas por dólar de EU)
NombreHora de
actualización		Último
precio		Variación
porcentual
Peso (Argentina)2021/11/19100.45
0.05
Peso (Colombia)2021/11/193,916.73
-0.54
Dólar (Canadá)2021/11/191.26
0.30
Peso (Chile)2021/11/19829.80
-0.30
Real (Brasil)2021/11/195.61
0.79
Europa
NombreHora de
actualización		Último
precio		Variación
porcentual
Franco (Suiza)2021/11/190.93
0.21
Corona (Suecia)2021/11/198.95
0.95
Libra esterlina (Gran Bretaña)2021/11/191.35
-0.32
Euro2021/11/191.13
-0.71
Corona (Noruega)2021/11/198.92
1.18
Emergentes
NombreHora de
actualización		Último
precio		Variación
porcentual
Renminbi (China)2021/11/196.39
0.16
Corona (República Checa)2021/11/1922.53
1.29
Lira (Turquía)2021/11/1911.29
2.03
Rand (Sudáfrica)2021/11/1915.73
0.52
Rublo (Rusia)2021/11/1973.49
0.49
Asia
NombreHora de
actualización		Último
precio		Variación
porcentual
Rupia (India)2021/11/1874.24
-0.05
Yen (Japón)2021/11/19113.99
-0.24
Dólar (Taiwán)2021/11/1927.79
-0.03
Ringgit (Malasia)2021/11/194.18
0.04
Dólar (Singapur)2021/11/191.36
0.37
Dólar-Won (Corea del Sur)2021/11/191,185.12
0.42
Dólar (Hong Kong)2021/11/197.79
0.02
Rupia (Indonesia)2021/11/1914232
0.08
Oceanía
NombreHora de
actualización		Último
precio		Variación
porcentual
Dólar (Australia)2021/11/190.72
-0.58
Dólar (Nueva Zelanda)2021/11/190.70
-0.57
" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "soup" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "3828b8ab-0bdf-441f-a6cd-495f859412fb", + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "[Dólar FIX*,\n", + " 2021/11/19,\n", + " 20.83,\n", + "
0.32
,\n", + " Interbancario 48 Hrs.,\n", + " 2021/11/11,\n", + " 10.32,\n", + "
-49.94
,\n", + " Forex,\n", + " 2021/11/19,\n", + " 20.83,\n", + "
0.25
,\n", + " Peso-Euro,\n", + " 2021/11/19,\n", + " 23.51,\n", + "
-0.50
,\n", + " Peso-Libra,\n", + " 2021/11/19,\n", + " 28.04,\n", + "
0.02
,\n", + " Peso-Dólar (Canadá),\n", + " 2021/11/19,\n", + " 16.49,\n", + "
0.01
,\n", + " Peso-Yen,\n", + " 2021/11/19,\n", + " 0.18,\n", + "
0.55
,\n", + " Peso-Franco (Suiza),\n", + " 2021/11/19,\n", + " 22.44,\n", + "
-0.02
,\n", + " Peso (Argentina),\n", + " 2021/11/19,\n", + " 100.45,\n", + "
0.05
,\n", + " Peso (Colombia),\n", + " 2021/11/19,\n", + " 3,916.73,\n", + "
-0.54
,\n", + " Dólar (Canadá),\n", + " 2021/11/19,\n", + " 1.26,\n", + "
0.30
,\n", + " Peso (Chile),\n", + " 2021/11/19,\n", + " 829.80,\n", + "
-0.30
,\n", + " Real (Brasil),\n", + " 2021/11/19,\n", + " 5.61,\n", + "
0.79
,\n", + " Franco (Suiza),\n", + " 2021/11/19,\n", + " 0.93,\n", + "
0.21
,\n", + " Corona (Suecia),\n", + " 2021/11/19,\n", + " 8.95,\n", + "
0.95
,\n", + " Libra esterlina (Gran Bretaña),\n", + " 2021/11/19,\n", + " 1.35,\n", + "
-0.32
,\n", + " Euro,\n", + " 2021/11/19,\n", + " 1.13,\n", + "
-0.71
,\n", + " Corona (Noruega),\n", + " 2021/11/19,\n", + " 8.92,\n", + "
1.18
,\n", + " Renminbi (China),\n", + " 2021/11/19,\n", + " 6.39,\n", + "
0.16
,\n", + " Corona (República Checa),\n", + " 2021/11/19,\n", + " 22.53,\n", + "
1.29
,\n", + " Lira (Turquía),\n", + " 2021/11/19,\n", + " 11.29,\n", + "
2.03
,\n", + " Rand (Sudáfrica),\n", + " 2021/11/19,\n", + " 15.73,\n", + "
0.52
,\n", + " Rublo (Rusia),\n", + " 2021/11/19,\n", + " 73.49,\n", + "
0.49
,\n", + " Rupia (India),\n", + " 2021/11/18,\n", + " 74.24,\n", + "
-0.05
,\n", + " Yen (Japón),\n", + " 2021/11/19,\n", + " 113.99,\n", + "
-0.24
,\n", + " Dólar (Taiwán),\n", + " 2021/11/19,\n", + " 27.79,\n", + "
-0.03
,\n", + " Ringgit (Malasia),\n", + " 2021/11/19,\n", + " 4.18,\n", + "
0.04
,\n", + " Dólar (Singapur),\n", + " 2021/11/19,\n", + " 1.36,\n", + "
0.37
,\n", + " Dólar-Won (Corea del Sur),\n", + " 2021/11/19,\n", + " 1,185.12,\n", + "
0.42
,\n", + " Dólar (Hong Kong),\n", + " 2021/11/19,\n", + " 7.79,\n", + "
0.02
,\n", + " Rupia (Indonesia),\n", + " 2021/11/19,\n", + " 14232,\n", + "
0.08
,\n", + " Dólar (Australia),\n", + " 2021/11/19,\n", + " 0.72,\n", + "
-0.58
,\n", + " Dólar (Nueva Zelanda),\n", + " 2021/11/19,\n", + " 0.70,\n", + "
-0.57
]" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "soup.find_all('td')" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "eec66924-5a1b-443b-92eb-0cdc1cfb746d", + "metadata": {}, + "outputs": [], + "source": [ + "links = soup.select('td a[class=\"decoration_none hover_color_black color_black text_left font_bold atag\"]') #De aqui voy a sacar los links y los nombres" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "a5648a54-bbec-4c15-9b01-5d4a58c05795", + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "[Dólar FIX*,\n", + " Interbancario 48 Hrs.,\n", + " Forex,\n", + " Peso-Euro,\n", + " Peso-Libra,\n", + " Peso-Dólar (Canadá),\n", + " Peso-Yen,\n", + " Peso-Franco (Suiza),\n", + " Peso (Argentina),\n", + " Peso (Colombia),\n", + " Dólar (Canadá),\n", + " Peso (Chile),\n", + " Real (Brasil),\n", + " Franco (Suiza),\n", + " Corona (Suecia),\n", + " Libra esterlina (Gran Bretaña),\n", + " Euro,\n", + " Corona (Noruega),\n", + " Renminbi (China),\n", + " Corona (República Checa),\n", + " Lira (Turquía),\n", + " Rand (Sudáfrica),\n", + " Rublo (Rusia),\n", + " Rupia (India),\n", + " Yen (Japón),\n", + " Dólar (Taiwán),\n", + " Ringgit (Malasia),\n", + " Dólar (Singapur),\n", + " Dólar-Won (Corea del Sur),\n", + " Dólar (Hong Kong),\n", + " Rupia (Indonesia),\n", + " Dólar (Australia),\n", + " Dólar (Nueva Zelanda)]" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "links" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "68b93d4e-90ca-4acc-85b9-c9c02c00d917", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'Dólar FIX*'" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "links[0].text #Aqui se probo si esta sacando el texto de la los links" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "45d79911-a2b8-4f23-b49a-40863f57573c", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'/mercados/divisas/dolar-fix/'" + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "links[0]['href'] #Aqui se probo si esta sacando la liga de los links" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "id": "d5ed5a7e-e513-4e15-b967-98599f3abe72", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "33" + ] + }, + "execution_count": 20, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "len(links) #Aqui se probo la cantidad de links que hay " + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "224dff84-05a8-4f48-8e77-d7ee22609784", + "metadata": {}, + "outputs": [], + "source": [ + "precio = soup.select('td[class=\"padding-xs-all text_vertical-align_middle text_right\"]') # De aqui se esta sacando el precio de la divisa" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "id": "fcd520c7-7e79-4e6b-a24a-3bcd5e8205df", + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "[2021/11/19,\n", + " 20.83,\n", + " 2021/11/11,\n", + " 10.32,\n", + " 2021/11/19,\n", + " 20.83,\n", + " 2021/11/19,\n", + " 23.51,\n", + " 2021/11/19,\n", + " 28.04,\n", + " 2021/11/19,\n", + " 16.49,\n", + " 2021/11/19,\n", + " 0.18,\n", + " 2021/11/19,\n", + " 22.44,\n", + " 2021/11/19,\n", + " 100.45,\n", + " 2021/11/19,\n", + " 3,916.73,\n", + " 2021/11/19,\n", + " 1.26,\n", + " 2021/11/19,\n", + " 829.80,\n", + " 2021/11/19,\n", + " 5.61,\n", + " 2021/11/19,\n", + " 0.93,\n", + " 2021/11/19,\n", + " 8.95,\n", + " 2021/11/19,\n", + " 1.35,\n", + " 2021/11/19,\n", + " 1.13,\n", + " 2021/11/19,\n", + " 8.92,\n", + " 2021/11/19,\n", + " 6.39,\n", + " 2021/11/19,\n", + " 22.53,\n", + " 2021/11/19,\n", + " 11.29,\n", + " 2021/11/19,\n", + " 15.73,\n", + " 2021/11/19,\n", + " 73.49,\n", + " 2021/11/18,\n", + " 74.24,\n", + " 2021/11/19,\n", + " 113.99,\n", + " 2021/11/19,\n", + " 27.79,\n", + " 2021/11/19,\n", + " 4.18,\n", + " 2021/11/19,\n", + " 1.36,\n", + " 2021/11/19,\n", + " 1,185.12,\n", + " 2021/11/19,\n", + " 7.79,\n", + " 2021/11/19,\n", + " 14232,\n", + " 2021/11/19,\n", + " 0.72,\n", + " 2021/11/19,\n", + " 0.70]" + ] + }, + "execution_count": 22, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "precio" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "id": "b816db51-fc00-4555-b8a5-6f90d85be6ba", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'2021/11/19'" + ] + }, + "execution_count": 23, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "precio[0].text #Aqui se probo si esta saliendo el precio, pero esta sacando mas datos que NO son el precio" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "id": "5c4b73da-2430-4efa-89a6-0cf280f47b8e", + "metadata": {}, + "outputs": [], + "source": [ + "nombre = [nomb.text for nomb in links] #Aqui se hizo una list comprehension para sacar los nombres de las divisas ya que estan en texto" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "id": "00f18ad0-4e8a-422e-a653-90ecaeaf50d2", + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "['Dólar FIX*',\n", + " 'Interbancario 48 Hrs.',\n", + " 'Forex',\n", + " 'Peso-Euro',\n", + " 'Peso-Libra',\n", + " 'Peso-Dólar (Canadá)',\n", + " 'Peso-Yen',\n", + " 'Peso-Franco (Suiza)',\n", + " 'Peso (Argentina)',\n", + " 'Peso (Colombia)',\n", + " 'Dólar (Canadá)',\n", + " 'Peso (Chile)',\n", + " 'Real (Brasil)',\n", + " 'Franco (Suiza)',\n", + " 'Corona (Suecia)',\n", + " 'Libra esterlina (Gran Bretaña)',\n", + " 'Euro',\n", + " 'Corona (Noruega)',\n", + " 'Renminbi (China)',\n", + " 'Corona (República Checa)',\n", + " 'Lira (Turquía)',\n", + " 'Rand (Sudáfrica)',\n", + " 'Rublo (Rusia)',\n", + " 'Rupia (India)',\n", + " 'Yen (Japón)',\n", + " 'Dólar (Taiwán)',\n", + " 'Ringgit (Malasia)',\n", + " 'Dólar (Singapur)',\n", + " 'Dólar-Won (Corea del Sur)',\n", + " 'Dólar (Hong Kong)',\n", + " 'Rupia (Indonesia)',\n", + " 'Dólar (Australia)',\n", + " 'Dólar (Nueva Zelanda)']" + ] + }, + "execution_count": 25, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "nombre" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "id": "6c5035ad-debe-4259-b044-66547bf24e0a", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "33" + ] + }, + "execution_count": 26, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "len(nombre) #Aqui se esta viendo si me da la misma cantidad de los links" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "id": "84a8e870-bfea-409e-b07e-4814cf568e5d", + "metadata": {}, + "outputs": [], + "source": [ + "url_base = 'https://www.elfinanciero.com.mx' #Se esta usando la url base ya que en la variable de links, el link viene incompleto." + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "id": "33e57fa1-9a0f-4008-b23e-751d196b5973", + "metadata": {}, + "outputs": [], + "source": [ + "links_de_divisas= [url_base+links[i]['href'] for i in range(len(links))] #Aqui se hizo una list comprehension para poder sacar los links completos" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "id": "aa31fcd7-3575-40e4-a921-837414ae94e5", + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "['https://www.elfinanciero.com.mx/mercados/divisas/dolar-fix/',\n", + " 'https://www.elfinanciero.com.mx/mercados/divisas/dolar-interbancario-48-horas/',\n", + " 'https://www.elfinanciero.com.mx/mercados/divisas/forex/',\n", + " 'https://www.elfinanciero.com.mx/mercados/divisas/peso-euro/',\n", + " 'https://www.elfinanciero.com.mx/mercados/divisas/peso-libra/',\n", + " 'https://www.elfinanciero.com.mx/mercados/divisas/peso-dolar-canadiense/',\n", + " 'https://www.elfinanciero.com.mx/mercados/divisas/peso-yen/',\n", + " 'https://www.elfinanciero.com.mx/mercados/divisas/peso-franco-suizo/',\n", + " 'https://www.elfinanciero.com.mx/mercados/divisas/peso-argentino/',\n", + " 'https://www.elfinanciero.com.mx/mercados/divisas/peso-colombiano/',\n", + " 'https://www.elfinanciero.com.mx/mercados/divisas/dolar-canadiense/',\n", + " 'https://www.elfinanciero.com.mx/mercados/divisas/peso-chileno/',\n", + " 'https://www.elfinanciero.com.mx/mercados/divisas/real-brasileno/',\n", + " 'https://www.elfinanciero.com.mx/mercados/divisas/franco-suizo/',\n", + " 'https://www.elfinanciero.com.mx/mercados/divisas/corona-sueca/',\n", + " 'https://www.elfinanciero.com.mx/mercados/divisas/libra-esterlina/',\n", + " 'https://www.elfinanciero.com.mx/mercados/divisas/euro/',\n", + " 'https://www.elfinanciero.com.mx/mercados/divisas/corona-noruega/',\n", + " 'https://www.elfinanciero.com.mx/mercados/divisas/renminbi-china/',\n", + " 'https://www.elfinanciero.com.mx/mercados/divisas/corona-checa/',\n", + " 'https://www.elfinanciero.com.mx/mercados/divisas/lira-turca/',\n", + " 'https://www.elfinanciero.com.mx/mercados/divisas/zloty-polonia/',\n", + " 'https://www.elfinanciero.com.mx/mercados/divisas/rublo-ruso/',\n", + " 'https://www.elfinanciero.com.mx/mercados/divisas/rupia-india/',\n", + " 'https://www.elfinanciero.com.mx/mercados/divisas/yen-japones/',\n", + " 'https://www.elfinanciero.com.mx/mercados/divisas/dolar-taiwanes/',\n", + " 'https://www.elfinanciero.com.mx/mercados/divisas/ringgit-malayo/',\n", + " 'https://www.elfinanciero.com.mx/mercados/divisas/dolar-singapurense/',\n", + " 'https://www.elfinanciero.com.mx/mercados/divisas/won-surcoreano/',\n", + " 'https://www.elfinanciero.com.mx/mercados/divisas/dolar-hongkones/',\n", + " 'https://www.elfinanciero.com.mx/mercados/divisas/rupia-indonesia/',\n", + " 'https://www.elfinanciero.com.mx/mercados/divisas/dolar-australiano/',\n", + " 'https://www.elfinanciero.com.mx/mercados/divisas/dolar-nueva-zelanda/']" + ] + }, + "execution_count": 29, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "links_de_divisas" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "id": "010726c4-ffdd-4a1b-ae3d-5b5aae51531b", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "33" + ] + }, + "execution_count": 30, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "len(links_de_divisas) #Aqui se esta viendo si da la misma cantidad que los nombres" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "id": "a3a6d205-e503-463a-8528-5f0a51207b7b", + "metadata": {}, + "outputs": [], + "source": [ + "precio_de_divisa = [prec.text for prec in precio] " + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "id": "140af3bc-92f4-43a9-8dc5-86c26d7b0a9f", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "bs4.element.ResultSet" + ] + }, + "execution_count": 32, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "type(precio)" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "id": "683d3124-f998-4b7f-9393-bc4f878fb265", + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "['2021/11/19',\n", + " '20.83',\n", + " '2021/11/11',\n", + " '10.32',\n", + " '2021/11/19',\n", + " '20.83',\n", + " '2021/11/19',\n", + " '23.51',\n", + " '2021/11/19',\n", + " '28.04',\n", + " 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'14232',\n", + " '2021/11/19',\n", + " '0.72',\n", + " '2021/11/19',\n", + " '0.70']" + ] + }, + "execution_count": 33, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "precio_de_divisa" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "id": "796eaa69-dc5c-4bde-abee-4d86a974b6c0", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "66" + ] + }, + "execution_count": 34, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "len(precio_de_divisa)" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "id": "64e9ae8b-6e6c-413c-a7f6-8f2608dba0f5", + "metadata": {}, + "outputs": [], + "source": [ + "precio_2 = [precio_de_divisa[pr] for pr in range(len(precio_de_divisa))if pr%2==1] #[element for element in iterable if condition]" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "id": "0873766e-b8ef-434b-98c3-cef756d34c81", + "metadata": { + "collapsed": true, + "jupyter": { + 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re.search(r'\\d.*\\.\\d.*', element)]" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "id": "8d0f2212-6697-4fa8-9932-70490d5d6999", + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "['20.83',\n", + " '10.32',\n", + " '20.83',\n", + " '23.51',\n", + " '28.04',\n", + " '16.49',\n", + " '0.18',\n", + " '22.44',\n", + " '100.45',\n", + " '3,916.73',\n", + " '1.26',\n", + " '829.80',\n", + " '5.61',\n", + " '0.93',\n", + " '8.95',\n", + " '1.35',\n", + " '1.13',\n", + " '8.92',\n", + " '6.39',\n", + " '22.53',\n", + " '11.29',\n", + " '15.73',\n", + " '73.49',\n", + " '74.24',\n", + " '113.99',\n", + " '27.79',\n", + " '4.18',\n", + " '1.36',\n", + " '1,185.12',\n", + " '7.79',\n", + " '0.72',\n", + " '0.70']" + ] + }, + "execution_count": 38, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "precio_3" + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "id": "599b3af0-9469-47ca-b310-78a81abf194f", + "metadata": {}, + "outputs": [], + "source": [ + "df = pd.DataFrame(zip(nombre, links_de_divisas, precio_3), columns=['Nombre', 'Liga','Ultimo_Precio'])" + ] + }, + { + "cell_type": "code", + "execution_count": 72, + "id": "d02c4ad1-99b2-4d39-a0cd-b0e87f16e5ca", + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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NombreLigaUltimo_Precio
0Dólar FIX*https://www.elfinanciero.com.mx/mercados/divis...20.76
1Interbancario 48 Hrs.https://www.elfinanciero.com.mx/mercados/divis...10.32
2Forexhttps://www.elfinanciero.com.mx/mercados/divis...20.77
3Peso-Eurohttps://www.elfinanciero.com.mx/mercados/divis...23.62
4Peso-Librahttps://www.elfinanciero.com.mx/mercados/divis...28.04
5Peso-Dólar (Canadá)https://www.elfinanciero.com.mx/mercados/divis...16.48
6Peso-Yenhttps://www.elfinanciero.com.mx/mercados/divis...0.18
7Peso-Franco (Suiza)https://www.elfinanciero.com.mx/mercados/divis...832.29
8Peso (Argentina)https://www.elfinanciero.com.mx/mercados/divis...5.57
9Peso (Colombia)https://www.elfinanciero.com.mx/mercados/divis...0.93
10Dólar (Canadá)https://www.elfinanciero.com.mx/mercados/divis...8.87
11Peso (Chile)https://www.elfinanciero.com.mx/mercados/divis...1.35
12Real (Brasil)https://www.elfinanciero.com.mx/mercados/divis...1.14
13Franco (Suiza)https://www.elfinanciero.com.mx/mercados/divis...8.80
14Corona (Suecia)https://www.elfinanciero.com.mx/mercados/divis...6.38
15Libra esterlina (Gran Bretaña)https://www.elfinanciero.com.mx/mercados/divis...27.80
16Eurohttps://www.elfinanciero.com.mx/mercados/divis...4.18
17Corona (Noruega)https://www.elfinanciero.com.mx/mercados/divis...1.36
18Renminbi (China)https://www.elfinanciero.com.mx/mercados/divis...1,180.20
19Corona (República Checa)https://www.elfinanciero.com.mx/mercados/divis...7.79
20Lira (Turquía)https://www.elfinanciero.com.mx/mercados/divis...0.73
21Rand (Sudáfrica)https://www.elfinanciero.com.mx/mercados/divis...0.70
\n", + "
" + ], + "text/plain": [ + " Nombre \\\n", + "0 Dólar FIX* \n", + "1 Interbancario 48 Hrs. \n", + "2 Forex \n", + "3 Peso-Euro \n", + "4 Peso-Libra \n", + "5 Peso-Dólar (Canadá) \n", + "6 Peso-Yen \n", + "7 Peso-Franco (Suiza) \n", + "8 Peso (Argentina) \n", + "9 Peso (Colombia) \n", + "10 Dólar (Canadá) \n", + "11 Peso (Chile) \n", + "12 Real (Brasil) \n", + "13 Franco (Suiza) \n", + "14 Corona (Suecia) \n", + "15 Libra esterlina (Gran Bretaña) \n", + "16 Euro \n", + "17 Corona (Noruega) \n", + "18 Renminbi (China) \n", + "19 Corona (República Checa) \n", + "20 Lira (Turquía) \n", + "21 Rand (Sudáfrica) \n", + "\n", + " Liga Ultimo_Precio \n", + "0 https://www.elfinanciero.com.mx/mercados/divis... 20.76 \n", + "1 https://www.elfinanciero.com.mx/mercados/divis... 10.32 \n", + "2 https://www.elfinanciero.com.mx/mercados/divis... 20.77 \n", + "3 https://www.elfinanciero.com.mx/mercados/divis... 23.62 \n", + "4 https://www.elfinanciero.com.mx/mercados/divis... 28.04 \n", + "5 https://www.elfinanciero.com.mx/mercados/divis... 16.48 \n", + "6 https://www.elfinanciero.com.mx/mercados/divis... 0.18 \n", + "7 https://www.elfinanciero.com.mx/mercados/divis... 832.29 \n", + "8 https://www.elfinanciero.com.mx/mercados/divis... 5.57 \n", + "9 https://www.elfinanciero.com.mx/mercados/divis... 0.93 \n", + "10 https://www.elfinanciero.com.mx/mercados/divis... 8.87 \n", + "11 https://www.elfinanciero.com.mx/mercados/divis... 1.35 \n", + "12 https://www.elfinanciero.com.mx/mercados/divis... 1.14 \n", + "13 https://www.elfinanciero.com.mx/mercados/divis... 8.80 \n", + "14 https://www.elfinanciero.com.mx/mercados/divis... 6.38 \n", + "15 https://www.elfinanciero.com.mx/mercados/divis... 27.80 \n", + "16 https://www.elfinanciero.com.mx/mercados/divis... 4.18 \n", + "17 https://www.elfinanciero.com.mx/mercados/divis... 1.36 \n", + "18 https://www.elfinanciero.com.mx/mercados/divis... 1,180.20 \n", + "19 https://www.elfinanciero.com.mx/mercados/divis... 7.79 \n", + "20 https://www.elfinanciero.com.mx/mercados/divis... 0.73 \n", + "21 https://www.elfinanciero.com.mx/mercados/divis... 0.70 " + ] + }, + "execution_count": 72, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "id": "6400eeaa-9c8c-4983-8224-3aafe69c2dec", + "metadata": {}, + "outputs": [], + "source": [ + "df.to_csv('Precios_divisas.csv')" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.8" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/your-code/WEB SCRAPING/.ipynb_checkpoints/Untitled-checkpoint.ipynb b/your-code/WEB SCRAPING/.ipynb_checkpoints/Untitled-checkpoint.ipynb new file mode 100644 index 0000000..363fcab --- /dev/null +++ b/your-code/WEB SCRAPING/.ipynb_checkpoints/Untitled-checkpoint.ipynb @@ -0,0 +1,6 @@ +{ + "cells": [], + "metadata": {}, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/your-code/WEB SCRAPING/Precios_divisas.csv b/your-code/WEB SCRAPING/Precios_divisas.csv new file mode 100644 index 0000000..67fe751 --- /dev/null +++ b/your-code/WEB SCRAPING/Precios_divisas.csv @@ -0,0 +1,33 @@ +,Nombre,Liga,Ultimo_Precio +0,Dólar FIX*,https://www.elfinanciero.com.mx/mercados/divisas/dolar-fix/,20.83 +1,Interbancario 48 Hrs.,https://www.elfinanciero.com.mx/mercados/divisas/dolar-interbancario-48-horas/,10.32 +2,Forex,https://www.elfinanciero.com.mx/mercados/divisas/forex/,20.83 +3,Peso-Euro,https://www.elfinanciero.com.mx/mercados/divisas/peso-euro/,23.51 +4,Peso-Libra,https://www.elfinanciero.com.mx/mercados/divisas/peso-libra/,28.04 +5,Peso-Dólar (Canadá),https://www.elfinanciero.com.mx/mercados/divisas/peso-dolar-canadiense/,16.49 +6,Peso-Yen,https://www.elfinanciero.com.mx/mercados/divisas/peso-yen/,0.18 +7,Peso-Franco (Suiza),https://www.elfinanciero.com.mx/mercados/divisas/peso-franco-suizo/,22.44 +8,Peso (Argentina),https://www.elfinanciero.com.mx/mercados/divisas/peso-argentino/,100.45 +9,Peso (Colombia),https://www.elfinanciero.com.mx/mercados/divisas/peso-colombiano/,"3,916.73" +10,Dólar (Canadá),https://www.elfinanciero.com.mx/mercados/divisas/dolar-canadiense/,1.26 +11,Peso (Chile),https://www.elfinanciero.com.mx/mercados/divisas/peso-chileno/,829.80 +12,Real (Brasil),https://www.elfinanciero.com.mx/mercados/divisas/real-brasileno/,5.61 +13,Franco (Suiza),https://www.elfinanciero.com.mx/mercados/divisas/franco-suizo/,0.93 +14,Corona (Suecia),https://www.elfinanciero.com.mx/mercados/divisas/corona-sueca/,8.95 +15,Libra esterlina (Gran Bretaña),https://www.elfinanciero.com.mx/mercados/divisas/libra-esterlina/,1.35 +16,Euro,https://www.elfinanciero.com.mx/mercados/divisas/euro/,1.13 +17,Corona (Noruega),https://www.elfinanciero.com.mx/mercados/divisas/corona-noruega/,8.92 +18,Renminbi (China),https://www.elfinanciero.com.mx/mercados/divisas/renminbi-china/,6.39 +19,Corona (República Checa),https://www.elfinanciero.com.mx/mercados/divisas/corona-checa/,22.53 +20,Lira (Turquía),https://www.elfinanciero.com.mx/mercados/divisas/lira-turca/,11.29 +21,Rand (Sudáfrica),https://www.elfinanciero.com.mx/mercados/divisas/zloty-polonia/,15.73 +22,Rublo (Rusia),https://www.elfinanciero.com.mx/mercados/divisas/rublo-ruso/,73.49 +23,Rupia (India),https://www.elfinanciero.com.mx/mercados/divisas/rupia-india/,74.24 +24,Yen (Japón),https://www.elfinanciero.com.mx/mercados/divisas/yen-japones/,113.99 +25,Dólar (Taiwán),https://www.elfinanciero.com.mx/mercados/divisas/dolar-taiwanes/,27.79 +26,Ringgit (Malasia),https://www.elfinanciero.com.mx/mercados/divisas/ringgit-malayo/,4.18 +27,Dólar (Singapur),https://www.elfinanciero.com.mx/mercados/divisas/dolar-singapurense/,1.36 +28,Dólar-Won (Corea del Sur),https://www.elfinanciero.com.mx/mercados/divisas/won-surcoreano/,"1,185.12" +29,Dólar (Hong Kong),https://www.elfinanciero.com.mx/mercados/divisas/dolar-hongkones/,7.79 +30,Rupia (Indonesia),https://www.elfinanciero.com.mx/mercados/divisas/rupia-indonesia/,0.72 +31,Dólar (Australia),https://www.elfinanciero.com.mx/mercados/divisas/dolar-australiano/,0.70 diff --git a/your-code/WEB SCRAPING/WEB SCRAPPING EL FINANCIERO.ipynb b/your-code/WEB SCRAPING/WEB SCRAPPING EL FINANCIERO.ipynb new file mode 100644 index 0000000..da87d5a --- /dev/null +++ b/your-code/WEB SCRAPING/WEB SCRAPPING EL FINANCIERO.ipynb @@ -0,0 +1,1597 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "e5851e9e-682e-4316-b080-eb2be202e5b9", + "metadata": {}, + "source": [ + "# Proyecto Web Scrapping #\n", + "\n", + "## Periodico El Financiero Bloomberg ##" + ] + }, + { + "cell_type": "markdown", + "id": "3bee707d-86f9-45ea-a510-9bddeafa4449", + "metadata": {}, + "source": [ + "Se busca traer el ultimo precio de la divisas" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "5c24df2c-dcd3-4c46-9c04-34f77f37f061", + "metadata": {}, + "outputs": [], + "source": [ + "import re" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "b7637b8d-a08c-4e07-8c01-3c25f5dfe947", + "metadata": {}, + "outputs": [], + "source": [ + "import requests" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "8c8782ce-e09c-4c9d-8fc5-93c3b931b7f5", + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "c0b29c8a-7c4d-440b-b7e3-f0cb452dde34", + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "04a23582-0faf-4d09-accd-81ebf518a9f5", + "metadata": {}, + "outputs": [], + "source": [ + "from bs4 import BeautifulSoup" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "cd70c7a4-eebd-4771-ac85-a47eea9e662a", + "metadata": {}, + "outputs": [], + "source": [ + "url = 'https://www.elfinanciero.com.mx/mercados/divisas/'" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "3cbd8080-d250-4117-987a-254bd85a528d", + "metadata": {}, + "outputs": [], + "source": [ + "response = requests.get(url)" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "eb639cfa-4541-4781-ad25-5e51d639a916", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "response" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "a82050f4-6523-491d-836a-5d0965a69829", + "metadata": {}, + "outputs": [], + "source": [ + "html = response.content" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "eaa095bc-2058-4c28-9c9a-294ece1ab0df", + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "b'Divisas | El Financiero\\n\\n
DIVISAS
Divisas
ACCIONES
IPC
DIVISAS
BONOS Y TASAS
COMMODITIES
FIBRAS
M\\xc3\\x81S NOTICIAS
GLOSARIO
AGENDA
REPORTES
D\\xc3\\xb3lar
NombreHora de
actualizaci\\xc3\\xb3n		\\xc3\\x9altimo
precio		Variaci\\xc3\\xb3n
porcentual
D\\xc3\\xb3lar FIX*2021/11/1920.83
0.32
Interbancario 48 Hrs.2021/11/1110.32
-49.94
Forex2021/11/1920.83
0.25
Peso
NombreHora de
actualizaci\\xc3\\xb3n		\\xc3\\x9altimo
precio		Variaci\\xc3\\xb3n
porcentual
Peso-Euro2021/11/1923.51
-0.50
Peso-Libra2021/11/1928.04
0.02
Peso-D\\xc3\\xb3lar (Canad\\xc3\\xa1)2021/11/1916.49
0.01
Peso-Yen2021/11/190.18
0.55
Peso-Franco (Suiza)2021/11/1922.44
-0.02
Am\\xc3\\xa9rica (divisas por d\\xc3\\xb3lar de EU)
NombreHora de
actualizaci\\xc3\\xb3n		\\xc3\\x9altimo
precio		Variaci\\xc3\\xb3n
porcentual
Peso (Argentina)2021/11/19100.45
0.05
Peso (Colombia)2021/11/193,916.73
-0.54
D\\xc3\\xb3lar (Canad\\xc3\\xa1)2021/11/191.26
0.30
Peso (Chile)2021/11/19829.80
-0.30
Real (Brasil)2021/11/195.61
0.79
Europa
NombreHora de
actualizaci\\xc3\\xb3n		\\xc3\\x9altimo
precio		Variaci\\xc3\\xb3n
porcentual
Franco (Suiza)2021/11/190.93
0.21
Corona (Suecia)2021/11/198.95
0.95
Libra esterlina (Gran Breta\\xc3\\xb1a)2021/11/191.35
-0.32
Euro2021/11/191.13
-0.71
Corona (Noruega)2021/11/198.92
1.18
Emergentes
NombreHora de
actualizaci\\xc3\\xb3n		\\xc3\\x9altimo
precio		Variaci\\xc3\\xb3n
porcentual
Renminbi (China)2021/11/196.39
0.16
Corona (Rep\\xc3\\xbablica Checa)2021/11/1922.53
1.29
Lira (Turqu\\xc3\\xada)2021/11/1911.29
2.03
Rand (Sud\\xc3\\xa1frica)2021/11/1915.73
0.52
Rublo (Rusia)2021/11/1973.49
0.49
Asia
NombreHora de
actualizaci\\xc3\\xb3n		\\xc3\\x9altimo
precio		Variaci\\xc3\\xb3n
porcentual
Rupia (India)2021/11/1874.24
-0.05
Yen (Jap\\xc3\\xb3n)2021/11/19113.99
-0.24
D\\xc3\\xb3lar (Taiw\\xc3\\xa1n)2021/11/1927.79
-0.03
Ringgit (Malasia)2021/11/194.18
0.04
D\\xc3\\xb3lar (Singapur)2021/11/191.36
0.37
D\\xc3\\xb3lar-Won (Corea del Sur)2021/11/191,185.12
0.42
D\\xc3\\xb3lar (Hong Kong)2021/11/197.79
0.02
Rupia (Indonesia)2021/11/1914232
0.08
Ocean\\xc3\\xada
NombreHora de
actualizaci\\xc3\\xb3n		\\xc3\\x9altimo
precio		Variaci\\xc3\\xb3n
porcentual
D\\xc3\\xb3lar (Australia)2021/11/190.72
-0.58
D\\xc3\\xb3lar (Nueva Zelanda)2021/11/190.70
-0.57
'" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "html" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "c8933a0b-d49b-4349-a2d8-4090c222c48f", + "metadata": {}, + "outputs": [], + "source": [ + "soup = BeautifulSoup(html,'lxml')" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "ebec3834-6340-4e0d-b24a-00e09dda7acf", + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "\n", + "Divisas | El Financiero\n", + "\n", + "
DIVISAS
Divisas
ACCIONES
IPC
DIVISAS
BONOS Y TASAS
COMMODITIES
FIBRAS
MÁS NOTICIAS
GLOSARIO
AGENDA
REPORTES
Dólar
NombreHora de
actualización		Último
precio		Variación
porcentual
Dólar FIX*2021/11/1920.83
0.32
Interbancario 48 Hrs.2021/11/1110.32
-49.94
Forex2021/11/1920.83
0.25
Peso
NombreHora de
actualización		Último
precio		Variación
porcentual
Peso-Euro2021/11/1923.51
-0.50
Peso-Libra2021/11/1928.04
0.02
Peso-Dólar (Canadá)2021/11/1916.49
0.01
Peso-Yen2021/11/190.18
0.55
Peso-Franco (Suiza)2021/11/1922.44
-0.02
América (divisas por dólar de EU)
NombreHora de
actualización		Último
precio		Variación
porcentual
Peso (Argentina)2021/11/19100.45
0.05
Peso (Colombia)2021/11/193,916.73
-0.54
Dólar (Canadá)2021/11/191.26
0.30
Peso (Chile)2021/11/19829.80
-0.30
Real (Brasil)2021/11/195.61
0.79
Europa
NombreHora de
actualización		Último
precio		Variación
porcentual
Franco (Suiza)2021/11/190.93
0.21
Corona (Suecia)2021/11/198.95
0.95
Libra esterlina (Gran Bretaña)2021/11/191.35
-0.32
Euro2021/11/191.13
-0.71
Corona (Noruega)2021/11/198.92
1.18
Emergentes
NombreHora de
actualización		Último
precio		Variación
porcentual
Renminbi (China)2021/11/196.39
0.16
Corona (República Checa)2021/11/1922.53
1.29
Lira (Turquía)2021/11/1911.29
2.03
Rand (Sudáfrica)2021/11/1915.73
0.52
Rublo (Rusia)2021/11/1973.49
0.49
Asia
NombreHora de
actualización		Último
precio		Variación
porcentual
Rupia (India)2021/11/1874.24
-0.05
Yen (Japón)2021/11/19113.99
-0.24
Dólar (Taiwán)2021/11/1927.79
-0.03
Ringgit (Malasia)2021/11/194.18
0.04
Dólar (Singapur)2021/11/191.36
0.37
Dólar-Won (Corea del Sur)2021/11/191,185.12
0.42
Dólar (Hong Kong)2021/11/197.79
0.02
Rupia (Indonesia)2021/11/1914232
0.08
Oceanía
NombreHora de
actualización		Último
precio		Variación
porcentual
Dólar (Australia)2021/11/190.72
-0.58
Dólar (Nueva Zelanda)2021/11/190.70
-0.57
" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "soup" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "3828b8ab-0bdf-441f-a6cd-495f859412fb", + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "[Dólar FIX*,\n", + " 2021/11/19,\n", + " 20.83,\n", + "
0.32
,\n", + " Interbancario 48 Hrs.,\n", + " 2021/11/11,\n", + " 10.32,\n", + "
-49.94
,\n", + " Forex,\n", + " 2021/11/19,\n", + " 20.83,\n", + "
0.25
,\n", + " Peso-Euro,\n", + " 2021/11/19,\n", + " 23.51,\n", + "
-0.50
,\n", + " Peso-Libra,\n", + " 2021/11/19,\n", + " 28.04,\n", + "
0.02
,\n", + " Peso-Dólar (Canadá),\n", + " 2021/11/19,\n", + " 16.49,\n", + "
0.01
,\n", + " Peso-Yen,\n", + " 2021/11/19,\n", + " 0.18,\n", + "
0.55
,\n", + " Peso-Franco (Suiza),\n", + " 2021/11/19,\n", + " 22.44,\n", + "
-0.02
,\n", + " Peso (Argentina),\n", + " 2021/11/19,\n", + " 100.45,\n", + "
0.05
,\n", + " Peso (Colombia),\n", + " 2021/11/19,\n", + " 3,916.73,\n", + "
-0.54
,\n", + " Dólar (Canadá),\n", + " 2021/11/19,\n", + " 1.26,\n", + "
0.30
,\n", + " Peso (Chile),\n", + " 2021/11/19,\n", + " 829.80,\n", + "
-0.30
,\n", + " Real (Brasil),\n", + " 2021/11/19,\n", + " 5.61,\n", + "
0.79
,\n", + " Franco (Suiza),\n", + " 2021/11/19,\n", + " 0.93,\n", + "
0.21
,\n", + " Corona (Suecia),\n", + " 2021/11/19,\n", + " 8.95,\n", + "
0.95
,\n", + " Libra esterlina (Gran Bretaña),\n", + " 2021/11/19,\n", + " 1.35,\n", + "
-0.32
,\n", + " Euro,\n", + " 2021/11/19,\n", + " 1.13,\n", + "
-0.71
,\n", + " Corona (Noruega),\n", + " 2021/11/19,\n", + " 8.92,\n", + "
1.18
,\n", + " Renminbi (China),\n", + " 2021/11/19,\n", + " 6.39,\n", + "
0.16
,\n", + " Corona (República Checa),\n", + " 2021/11/19,\n", + " 22.53,\n", + "
1.29
,\n", + " Lira (Turquía),\n", + " 2021/11/19,\n", + " 11.29,\n", + "
2.03
,\n", + " Rand (Sudáfrica),\n", + " 2021/11/19,\n", + " 15.73,\n", + "
0.52
,\n", + " Rublo (Rusia),\n", + " 2021/11/19,\n", + " 73.49,\n", + "
0.49
,\n", + " Rupia (India),\n", + " 2021/11/18,\n", + " 74.24,\n", + "
-0.05
,\n", + " Yen (Japón),\n", + " 2021/11/19,\n", + " 113.99,\n", + "
-0.24
,\n", + " Dólar (Taiwán),\n", + " 2021/11/19,\n", + " 27.79,\n", + "
-0.03
,\n", + " Ringgit (Malasia),\n", + " 2021/11/19,\n", + " 4.18,\n", + "
0.04
,\n", + " Dólar (Singapur),\n", + " 2021/11/19,\n", + " 1.36,\n", + "
0.37
,\n", + " Dólar-Won (Corea del Sur),\n", + " 2021/11/19,\n", + " 1,185.12,\n", + "
0.42
,\n", + " Dólar (Hong Kong),\n", + " 2021/11/19,\n", + " 7.79,\n", + "
0.02
,\n", + " Rupia (Indonesia),\n", + " 2021/11/19,\n", + " 14232,\n", + "
0.08
,\n", + " Dólar (Australia),\n", + " 2021/11/19,\n", + " 0.72,\n", + "
-0.58
,\n", + " Dólar (Nueva Zelanda),\n", + " 2021/11/19,\n", + " 0.70,\n", + "
-0.57
]" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "soup.find_all('td')" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "eec66924-5a1b-443b-92eb-0cdc1cfb746d", + "metadata": {}, + "outputs": [], + "source": [ + "links = soup.select('td a[class=\"decoration_none hover_color_black color_black text_left font_bold atag\"]') #De aqui voy a sacar los links y los nombres" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "a5648a54-bbec-4c15-9b01-5d4a58c05795", + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "[Dólar FIX*,\n", + " Interbancario 48 Hrs.,\n", + " Forex,\n", + " Peso-Euro,\n", + " Peso-Libra,\n", + " Peso-Dólar (Canadá),\n", + " Peso-Yen,\n", + " Peso-Franco (Suiza),\n", + " Peso (Argentina),\n", + " Peso (Colombia),\n", + " Dólar (Canadá),\n", + " Peso (Chile),\n", + " Real (Brasil),\n", + " Franco (Suiza),\n", + " Corona (Suecia),\n", + " Libra esterlina (Gran Bretaña),\n", + " Euro,\n", + " Corona (Noruega),\n", + " Renminbi (China),\n", + " Corona (República Checa),\n", + " Lira (Turquía),\n", + " Rand (Sudáfrica),\n", + " Rublo (Rusia),\n", + " Rupia (India),\n", + " Yen (Japón),\n", + " Dólar (Taiwán),\n", + " Ringgit (Malasia),\n", + " Dólar (Singapur),\n", + " Dólar-Won (Corea del Sur),\n", + " Dólar (Hong Kong),\n", + " Rupia (Indonesia),\n", + " Dólar (Australia),\n", + " Dólar (Nueva Zelanda)]" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "links" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "68b93d4e-90ca-4acc-85b9-c9c02c00d917", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'Dólar FIX*'" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "links[0].text #Aqui se probo si esta sacando el texto de la los links" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "45d79911-a2b8-4f23-b49a-40863f57573c", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'/mercados/divisas/dolar-fix/'" + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "links[0]['href'] #Aqui se probo si esta sacando la liga de los links" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "id": "d5ed5a7e-e513-4e15-b967-98599f3abe72", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "33" + ] + }, + "execution_count": 20, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "len(links) #Aqui se probo la cantidad de links que hay " + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "224dff84-05a8-4f48-8e77-d7ee22609784", + "metadata": {}, + "outputs": [], + "source": [ + "precio = soup.select('td[class=\"padding-xs-all text_vertical-align_middle text_right\"]') # De aqui se esta sacando el precio de la divisa" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "id": "fcd520c7-7e79-4e6b-a24a-3bcd5e8205df", + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "[2021/11/19,\n", + " 20.83,\n", + " 2021/11/11,\n", + " 10.32,\n", + " 2021/11/19,\n", + " 20.83,\n", + " 2021/11/19,\n", + " 23.51,\n", + " 2021/11/19,\n", + " 28.04,\n", + " 2021/11/19,\n", + " 16.49,\n", + " 2021/11/19,\n", + " 0.18,\n", + " 2021/11/19,\n", + " 22.44,\n", + " 2021/11/19,\n", + " 100.45,\n", + " 2021/11/19,\n", + " 3,916.73,\n", + " 2021/11/19,\n", + " 1.26,\n", + " 2021/11/19,\n", + " 829.80,\n", + " 2021/11/19,\n", + " 5.61,\n", + " 2021/11/19,\n", + " 0.93,\n", + " 2021/11/19,\n", + " 8.95,\n", + " 2021/11/19,\n", + " 1.35,\n", + " 2021/11/19,\n", + " 1.13,\n", + " 2021/11/19,\n", + " 8.92,\n", + " 2021/11/19,\n", + " 6.39,\n", + " 2021/11/19,\n", + " 22.53,\n", + " 2021/11/19,\n", + " 11.29,\n", + " 2021/11/19,\n", + " 15.73,\n", + " 2021/11/19,\n", + " 73.49,\n", + " 2021/11/18,\n", + " 74.24,\n", + " 2021/11/19,\n", + " 113.99,\n", + " 2021/11/19,\n", + " 27.79,\n", + " 2021/11/19,\n", + " 4.18,\n", + " 2021/11/19,\n", + " 1.36,\n", + " 2021/11/19,\n", + " 1,185.12,\n", + " 2021/11/19,\n", + " 7.79,\n", + " 2021/11/19,\n", + " 14232,\n", + " 2021/11/19,\n", + " 0.72,\n", + " 2021/11/19,\n", + " 0.70]" + ] + }, + "execution_count": 22, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "precio" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "id": "b816db51-fc00-4555-b8a5-6f90d85be6ba", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'2021/11/19'" + ] + }, + "execution_count": 23, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "precio[0].text #Aqui se probo si esta saliendo el precio, pero esta sacando mas datos que NO son el precio" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "id": "5c4b73da-2430-4efa-89a6-0cf280f47b8e", + "metadata": {}, + "outputs": [], + "source": [ + "nombre = [nomb.text for nomb in links] #Aqui se hizo una list comprehension para sacar los nombres de las divisas ya que estan en texto" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "id": "00f18ad0-4e8a-422e-a653-90ecaeaf50d2", + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "['Dólar FIX*',\n", + " 'Interbancario 48 Hrs.',\n", + " 'Forex',\n", + " 'Peso-Euro',\n", + " 'Peso-Libra',\n", + " 'Peso-Dólar (Canadá)',\n", + " 'Peso-Yen',\n", + " 'Peso-Franco (Suiza)',\n", + " 'Peso (Argentina)',\n", + " 'Peso (Colombia)',\n", + " 'Dólar (Canadá)',\n", + " 'Peso (Chile)',\n", + " 'Real (Brasil)',\n", + " 'Franco (Suiza)',\n", + " 'Corona (Suecia)',\n", + " 'Libra esterlina (Gran Bretaña)',\n", + " 'Euro',\n", + " 'Corona (Noruega)',\n", + " 'Renminbi (China)',\n", + " 'Corona (República Checa)',\n", + " 'Lira (Turquía)',\n", + " 'Rand (Sudáfrica)',\n", + " 'Rublo (Rusia)',\n", + " 'Rupia (India)',\n", + " 'Yen (Japón)',\n", + " 'Dólar (Taiwán)',\n", + " 'Ringgit (Malasia)',\n", + " 'Dólar (Singapur)',\n", + " 'Dólar-Won (Corea del Sur)',\n", + " 'Dólar (Hong Kong)',\n", + " 'Rupia (Indonesia)',\n", + " 'Dólar (Australia)',\n", + " 'Dólar (Nueva Zelanda)']" + ] + }, + "execution_count": 25, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "nombre" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "id": "6c5035ad-debe-4259-b044-66547bf24e0a", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "33" + ] + }, + "execution_count": 26, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "len(nombre) #Aqui se esta viendo si me da la misma cantidad de los links" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "id": "84a8e870-bfea-409e-b07e-4814cf568e5d", + "metadata": {}, + "outputs": [], + "source": [ + "url_base = 'https://www.elfinanciero.com.mx' #Se esta usando la url base ya que en la variable de links, el link viene incompleto." + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "id": "33e57fa1-9a0f-4008-b23e-751d196b5973", + "metadata": {}, + "outputs": [], + "source": [ + "links_de_divisas= [url_base+links[i]['href'] for i in range(len(links))] #Aqui se hizo una list comprehension para poder sacar los links completos" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "id": "aa31fcd7-3575-40e4-a921-837414ae94e5", + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "['https://www.elfinanciero.com.mx/mercados/divisas/dolar-fix/',\n", + " 'https://www.elfinanciero.com.mx/mercados/divisas/dolar-interbancario-48-horas/',\n", + " 'https://www.elfinanciero.com.mx/mercados/divisas/forex/',\n", + " 'https://www.elfinanciero.com.mx/mercados/divisas/peso-euro/',\n", + " 'https://www.elfinanciero.com.mx/mercados/divisas/peso-libra/',\n", + " 'https://www.elfinanciero.com.mx/mercados/divisas/peso-dolar-canadiense/',\n", + " 'https://www.elfinanciero.com.mx/mercados/divisas/peso-yen/',\n", + " 'https://www.elfinanciero.com.mx/mercados/divisas/peso-franco-suizo/',\n", + " 'https://www.elfinanciero.com.mx/mercados/divisas/peso-argentino/',\n", + " 'https://www.elfinanciero.com.mx/mercados/divisas/peso-colombiano/',\n", + " 'https://www.elfinanciero.com.mx/mercados/divisas/dolar-canadiense/',\n", + " 'https://www.elfinanciero.com.mx/mercados/divisas/peso-chileno/',\n", + " 'https://www.elfinanciero.com.mx/mercados/divisas/real-brasileno/',\n", + " 'https://www.elfinanciero.com.mx/mercados/divisas/franco-suizo/',\n", + " 'https://www.elfinanciero.com.mx/mercados/divisas/corona-sueca/',\n", + " 'https://www.elfinanciero.com.mx/mercados/divisas/libra-esterlina/',\n", + " 'https://www.elfinanciero.com.mx/mercados/divisas/euro/',\n", + " 'https://www.elfinanciero.com.mx/mercados/divisas/corona-noruega/',\n", + " 'https://www.elfinanciero.com.mx/mercados/divisas/renminbi-china/',\n", + " 'https://www.elfinanciero.com.mx/mercados/divisas/corona-checa/',\n", + " 'https://www.elfinanciero.com.mx/mercados/divisas/lira-turca/',\n", + " 'https://www.elfinanciero.com.mx/mercados/divisas/zloty-polonia/',\n", + " 'https://www.elfinanciero.com.mx/mercados/divisas/rublo-ruso/',\n", + " 'https://www.elfinanciero.com.mx/mercados/divisas/rupia-india/',\n", + " 'https://www.elfinanciero.com.mx/mercados/divisas/yen-japones/',\n", + " 'https://www.elfinanciero.com.mx/mercados/divisas/dolar-taiwanes/',\n", + " 'https://www.elfinanciero.com.mx/mercados/divisas/ringgit-malayo/',\n", + " 'https://www.elfinanciero.com.mx/mercados/divisas/dolar-singapurense/',\n", + " 'https://www.elfinanciero.com.mx/mercados/divisas/won-surcoreano/',\n", + " 'https://www.elfinanciero.com.mx/mercados/divisas/dolar-hongkones/',\n", + " 'https://www.elfinanciero.com.mx/mercados/divisas/rupia-indonesia/',\n", + " 'https://www.elfinanciero.com.mx/mercados/divisas/dolar-australiano/',\n", + " 'https://www.elfinanciero.com.mx/mercados/divisas/dolar-nueva-zelanda/']" + ] + }, + "execution_count": 29, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "links_de_divisas" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "id": "010726c4-ffdd-4a1b-ae3d-5b5aae51531b", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "33" + ] + }, + "execution_count": 30, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "len(links_de_divisas) #Aqui se esta viendo si da la misma cantidad que los nombres" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "id": "a3a6d205-e503-463a-8528-5f0a51207b7b", + "metadata": {}, + "outputs": [], + "source": [ + "precio_de_divisa = [prec.text for prec in precio] " + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "id": "140af3bc-92f4-43a9-8dc5-86c26d7b0a9f", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "bs4.element.ResultSet" + ] + }, + "execution_count": 32, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "type(precio)" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "id": "683d3124-f998-4b7f-9393-bc4f878fb265", + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "['2021/11/19',\n", + " '20.83',\n", + " '2021/11/11',\n", + " '10.32',\n", + " '2021/11/19',\n", + " '20.83',\n", + " '2021/11/19',\n", + " '23.51',\n", + " '2021/11/19',\n", + " '28.04',\n", + " 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re.search(r'\\d.*\\.\\d.*', element)]" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "id": "8d0f2212-6697-4fa8-9932-70490d5d6999", + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "['20.83',\n", + " '10.32',\n", + " '20.83',\n", + " '23.51',\n", + " '28.04',\n", + " '16.49',\n", + " '0.18',\n", + " '22.44',\n", + " '100.45',\n", + " '3,916.73',\n", + " '1.26',\n", + " '829.80',\n", + " '5.61',\n", + " '0.93',\n", + " '8.95',\n", + " '1.35',\n", + " '1.13',\n", + " '8.92',\n", + " '6.39',\n", + " '22.53',\n", + " '11.29',\n", + " '15.73',\n", + " '73.49',\n", + " '74.24',\n", + " '113.99',\n", + " '27.79',\n", + " '4.18',\n", + " '1.36',\n", + " '1,185.12',\n", + " '7.79',\n", + " '0.72',\n", + " '0.70']" + ] + }, + "execution_count": 38, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "precio_3" + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "id": "599b3af0-9469-47ca-b310-78a81abf194f", + "metadata": {}, + "outputs": [], + "source": [ + "df = pd.DataFrame(zip(nombre, links_de_divisas, precio_3), columns=['Nombre', 'Liga','Ultimo_Precio'])" + ] + }, + { + "cell_type": "code", + "execution_count": 72, + "id": "d02c4ad1-99b2-4d39-a0cd-b0e87f16e5ca", + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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NombreLigaUltimo_Precio
0Dólar FIX*https://www.elfinanciero.com.mx/mercados/divis...20.76
1Interbancario 48 Hrs.https://www.elfinanciero.com.mx/mercados/divis...10.32
2Forexhttps://www.elfinanciero.com.mx/mercados/divis...20.77
3Peso-Eurohttps://www.elfinanciero.com.mx/mercados/divis...23.62
4Peso-Librahttps://www.elfinanciero.com.mx/mercados/divis...28.04
5Peso-Dólar (Canadá)https://www.elfinanciero.com.mx/mercados/divis...16.48
6Peso-Yenhttps://www.elfinanciero.com.mx/mercados/divis...0.18
7Peso-Franco (Suiza)https://www.elfinanciero.com.mx/mercados/divis...832.29
8Peso (Argentina)https://www.elfinanciero.com.mx/mercados/divis...5.57
9Peso (Colombia)https://www.elfinanciero.com.mx/mercados/divis...0.93
10Dólar (Canadá)https://www.elfinanciero.com.mx/mercados/divis...8.87
11Peso (Chile)https://www.elfinanciero.com.mx/mercados/divis...1.35
12Real (Brasil)https://www.elfinanciero.com.mx/mercados/divis...1.14
13Franco (Suiza)https://www.elfinanciero.com.mx/mercados/divis...8.80
14Corona (Suecia)https://www.elfinanciero.com.mx/mercados/divis...6.38
15Libra esterlina (Gran Bretaña)https://www.elfinanciero.com.mx/mercados/divis...27.80
16Eurohttps://www.elfinanciero.com.mx/mercados/divis...4.18
17Corona (Noruega)https://www.elfinanciero.com.mx/mercados/divis...1.36
18Renminbi (China)https://www.elfinanciero.com.mx/mercados/divis...1,180.20
19Corona (República Checa)https://www.elfinanciero.com.mx/mercados/divis...7.79
20Lira (Turquía)https://www.elfinanciero.com.mx/mercados/divis...0.73
21Rand (Sudáfrica)https://www.elfinanciero.com.mx/mercados/divis...0.70
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" + ], + "text/plain": [ + " Nombre \\\n", + "0 Dólar FIX* \n", + "1 Interbancario 48 Hrs. \n", + "2 Forex \n", + "3 Peso-Euro \n", + "4 Peso-Libra \n", + "5 Peso-Dólar (Canadá) \n", + "6 Peso-Yen \n", + "7 Peso-Franco (Suiza) \n", + "8 Peso (Argentina) \n", + "9 Peso (Colombia) \n", + "10 Dólar (Canadá) \n", + "11 Peso (Chile) \n", + "12 Real (Brasil) \n", + "13 Franco (Suiza) \n", + "14 Corona (Suecia) \n", + "15 Libra esterlina (Gran Bretaña) \n", + "16 Euro \n", + "17 Corona (Noruega) \n", + "18 Renminbi (China) \n", + "19 Corona (República Checa) \n", + "20 Lira (Turquía) \n", + "21 Rand (Sudáfrica) \n", + "\n", + " Liga Ultimo_Precio \n", + "0 https://www.elfinanciero.com.mx/mercados/divis... 20.76 \n", + "1 https://www.elfinanciero.com.mx/mercados/divis... 10.32 \n", + "2 https://www.elfinanciero.com.mx/mercados/divis... 20.77 \n", + "3 https://www.elfinanciero.com.mx/mercados/divis... 23.62 \n", + "4 https://www.elfinanciero.com.mx/mercados/divis... 28.04 \n", + "5 https://www.elfinanciero.com.mx/mercados/divis... 16.48 \n", + "6 https://www.elfinanciero.com.mx/mercados/divis... 0.18 \n", + "7 https://www.elfinanciero.com.mx/mercados/divis... 832.29 \n", + "8 https://www.elfinanciero.com.mx/mercados/divis... 5.57 \n", + "9 https://www.elfinanciero.com.mx/mercados/divis... 0.93 \n", + "10 https://www.elfinanciero.com.mx/mercados/divis... 8.87 \n", + "11 https://www.elfinanciero.com.mx/mercados/divis... 1.35 \n", + "12 https://www.elfinanciero.com.mx/mercados/divis... 1.14 \n", + "13 https://www.elfinanciero.com.mx/mercados/divis... 8.80 \n", + "14 https://www.elfinanciero.com.mx/mercados/divis... 6.38 \n", + "15 https://www.elfinanciero.com.mx/mercados/divis... 27.80 \n", + "16 https://www.elfinanciero.com.mx/mercados/divis... 4.18 \n", + "17 https://www.elfinanciero.com.mx/mercados/divis... 1.36 \n", + "18 https://www.elfinanciero.com.mx/mercados/divis... 1,180.20 \n", + "19 https://www.elfinanciero.com.mx/mercados/divis... 7.79 \n", + "20 https://www.elfinanciero.com.mx/mercados/divis... 0.73 \n", + "21 https://www.elfinanciero.com.mx/mercados/divis... 0.70 " + ] + }, + "execution_count": 72, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "id": "6400eeaa-9c8c-4983-8224-3aafe69c2dec", + "metadata": {}, + "outputs": [], + "source": [ + "df.to_csv('Precios_divisas.csv')" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.8" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +}