File:Fidget spinner search popularity 7d rolling mean.svg
Summary
| Description |
English: The 7 day rolling mean Google Search popularity of fidget spinners in early 2017.
Íslenska: 7 daga rúllandi meðaltal vinsælda „fidget spinnara” á Google leitarvélinni snemma árið 2017.
Dansk: Udviklingen i Google Searches på fidget spinners i begyndelsen af 2017.
Հայերեն: Սպինների որոնման արդյունքները Google-ում 2017 թվականի սկզբին.
Русский: Популярность поиска спиннеров в Google в начале 2017 года.
Українська: Популярність пошуку спіннерів в Google на початку 2017 року. |
| Date | |
| Source | Own work |
| Author | Árni Dagur |
| SVG development | |
| Source code | Python codeimport matplotlib.pyplot as plt
import matplotlib.dates as dates
from pytrends.request import TrendReq
plt.rcdefaults()
plt.rcParams['figure.figsize'] = 6, 4
grid_alpha = 0.15
line_width = 1.5
username = "google username"
password = "google password"
pytrend = TrendReq(username, password, hl='en-US', tz=360, custom_useragent=None)
keyword=['fidget spinner+fidget spinners']
start_date = "2017-01-15"
end_date = "2017-06-05"
window_size = 7
#Building dataframe
pytrend.build_payload(kw_list=keyword, cat=0, timeframe='{} {}'.format(start_date, end_date))
df = pytrend.interest_over_time()
df = df.rolling(window=window_size,center=False).mean().dropna()
df[keyword] = 100*df[keyword]/df[keyword].max()
#Plotting dataframe
fig, ax = plt.subplots()
print('start_date:{} end_date:{} window_size:{}'.format(start_date, end_date, window_size))
ax.plot(df, linewidth=line_width)
ax.grid(linestyle='-', linewidth=1, alpha=grid_alpha)
ax.xaxis_date()
ax.xaxis.set_major_formatter(dates.DateFormatter('%b %d'))
fig.autofmt_xdate()
fig.tight_layout()
#Saving visualisation
fig.savefig('fidget_spinner_search_popularity_7d_rolling_mean.svg')
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