!pip install pytrends

pip install pytrends

import pandas as pd                        
from pytrends.request import TrendReq
pytrend = TrendReq()

pytrend.build_payload(kw_list=['Taylor Swift'])
# Interest by Region
df = pytrend.interest_by_region()
df.head(10)

df.reset_index().plot(x='geoName', y='Taylor Swift', figsize=(120, 10), kind ='bar')

# Get Google Hot Trends data
df = pytrend.trending_searches(pn='united_states')
df.head()

df = pytrend.today_searches(pn='US')

# Get Google Top Charts
df = pytrend.top_charts(2019, hl='en-US', tz=300, geo='GLOBAL')
df.head()

# Get Google Keyword Suggestions
keywords = pytrend.suggestions(keyword='Mercedes Benz')
df = pd.DataFrame(keywords)
df.drop(columns= 'mid')   # This column makes no sense

pytrend.build_payload(kw_list=['Coronavirus'])

# Related Queries, returns a dictionary of dataframes
related_queries = pytrend.related_queries()
related_queries.values()

# Related Topics, returns a dictionary of dataframes
related_topic = pytrend.related_topics()
related_topic.values()