trends_playground

import numpy as np
import pandas as pd
from pytrends.request import TrendReq
import pylab
from hijri_converter import Hijri, Gregorian

query = 'רקטות'
pytrend = TrendReq()
kw_list = [query]
pytrend.build_payload(kw_list,
                      timeframe='all')
iot = pytrend.interest_over_time()
search_months = pd.DatetimeIndex(iot.index).month
search_years = pd.DatetimeIndex(iot.index).year
tally = np.zeros(12)
htally = np.zeros(12)
for year, month, searches in zip(
        search_years,
        search_months,
        iot[query].values):
    tally[month-1] += searches
    h = Gregorian(year, month, 15).to_hijri()
    htally[h.month-1] += searches

# Plotting
pylab.subplot(211)
pylab.bar(list(range(1, 13)),
          tally)
pylab.title('Google trends for '+query[::-1]+' since 2004')
pylab.xlabel('Gregorian month')

pylab.subplot(212)
pylab.bar(list(range(1, 13)),
          htally)
pylab.xlabel('Islamic month')

pylab.tight_layout()
pylab.show()