How to do it...

The previous strategy is coded as follows:

  1. Let's fetch the headline data from the API provided by the Guardian, as follows:
from bs4 import BeautifulSoupimport urllib, jsondates = []titles = []for i in range(100):     try:         url = 'https://content.guardianapis.com/search?from-date=2010-01-01&section=business&page-size=200&order-by=newest&page='+str(i+1)+'&q=amazon&api-key=207b6047-a2a6-4dd2-813b-5cd006b780d7'         response = urllib.request.urlopen(url)         encoding = response.info().get_content_charset('utf8')         data = json.loads(response.read().decode(encoding))     for j in range(len(data['response']['results'])):         dates.append(data['response']['results'][j]['webPublicationDate'])         titles.append(data['response']['results'][j]['webTitle'])

Get Neural Networks with Keras Cookbook now with the O’Reilly learning platform.

O’Reilly members experience books, live events, courses curated by job role, and more from O’Reilly and nearly 200 top publishers.

Start your free trial