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Downloads and cleans up a CSV file from a Google Trends query.
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| #!/usr/bin/env python | |
| """ | |
| Downloads and cleans up a CSV file from a Google Trends query. | |
| Usage: | |
| trends.py google.username@gmail.com google.password /path/to/filename query1 [query2 ...] | |
| Requires mechanize: | |
| pip install mechanize | |
| """ | |
| import cookielib | |
| import csv | |
| import mechanize | |
| import re | |
| from StringIO import StringIO | |
| import sys | |
| def main(argv): | |
| # Google Login credentials | |
| username = argv[1] | |
| password = argv[2] | |
| # Where to save the CSV file | |
| pathname = argv[3] | |
| queries = ('q=' + query for query in argv[4:]) | |
| br = mechanize.Browser() | |
| # Create cookie jar | |
| cj = cookielib.LWPCookieJar() | |
| br.set_cookiejar(cj) | |
| # Act like we're a real browser | |
| br.addheaders = [('User-agent', 'Mozilla/5.0 (X11; U; Linux i686; en-US; rv:1.9.0.1) Gecko/2008071615 Fedora/3.0.1-1.fc9 Firefox/3.0.1')] | |
| # Login in to Google | |
| response = br.open('https://accounts.google.com/ServiceLogin?hl=en&continue=https://www.google.com/') | |
| forms = mechanize.ParseResponse(response) | |
| form = forms[0] | |
| form['Email'] = username | |
| form['Passwd'] = password | |
| response = br.open(form.click()) | |
| # Get CSV from Google Trends | |
| trends_url = 'http://www.google.com/trends/trendsReport?' | |
| query_params = '&'.join(queries) | |
| response = br.open(trends_url + query_params + '&export=1') | |
| # Remove headers and footers from Google's CSV | |
| # Use last date in date range | |
| reader = csv.reader(StringIO(response.read())) | |
| dates = [] | |
| values = [] | |
| for row in reader: | |
| try: | |
| date, value = row | |
| except ValueError: | |
| continue | |
| if re.search('[0-9]{4}-[0-9]{2}-[0-9]{2}', date): | |
| dates.append(date[-10:]) # Uses last date in time period | |
| values.append(value) | |
| with open(pathname, 'w') as f: | |
| writer = csv.writer(f) | |
| writer.writerow(['date', 'debt']) | |
| for row in zip(dates, values): | |
| writer.writerow(row) | |
| if __name__ == '__main__': | |
| sys.exit(main(sys.argv)) |
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I am using Python 2.7.10, and mechanize-0.2.5, but got the error below:
Traceback (most recent call last):
File "./trends.py", line 71, in
sys.exit(main(sys.argv))
File "./trends.py", line 42, in main
form['Passwd'] = password
File "/Library/Python/2.7/site-packages/mechanize/_form.py", line 2780, in setitem
control = self.find_control(name)
File "/Library/Python/2.7/site-packages/mechanize/_form.py", line 3101, in find_control
return self._find_control(name, type, kind, id, label, predicate, nr)
File "/Library/Python/2.7/site-packages/mechanize/_form.py", line 3185, in _find_control
raise ControlNotFoundError("no control matching "+description)
mechanize._form.ControlNotFoundError: no control matching name 'Passed'
Changed to 2 steps of login and it's working now:
Login in to Google