- For a sample, open a new terminal in the jupyter web app. Run `python fedora_join_example.py`. You should see an image like the one below open in another window:

- ![sample-plot](fedora-commops/geofp/raw/master/f/doc/img/sample-plot.png)

- * A (nice) jupyter-notebook with examples of use

- * Heatmap

- * virtualenv

-  

-     def ask_byCountry(self,since=None):

-         ''' Depreciated'''

-         print("Go for coffee...")

-         #get all the msg since "since variable" to today

-         baseurl = "https://apps.fedoraproject.org/datagrepper/raw?topic=org.fedoraproject.prod.askbot.post.edit"

-         users=[]

-         if since!=None:

-             dlt= (datetime.now() - since).total_seconds()

-             params={'rows_per_page':100,'delta':dlt,'size':'small', 'page':1}

-         else:

-             params={'page':1,'rows_per_page':100, 'size':'small'}

-         

-         results = requests.get(baseurl,params=params).json()

-         for i in range(results['pages']):

-             for msg in results['raw_messages']:

-                 if msg['msg']['created']: 

-                     users.append(msg['msg']['agent']) 

-             params['page']=i+1

-             rst= requests.get(baseurl,params=params)

-             if rst == None:

-                 break

-             else:

-                 results= rst.json()

-         

-         #Ask to fas for all the users 

-         GeoData={}

-         Members=Counter(users)

-         for member in Members.keys():

-             gd=self.fas.people_by_key(key=u'username', search=member )

-             GeoData.update(gd)

-         

-         #To pandas DataFrame

-         self.members=pd.DataFrame.from_dict(GeoData, orient='index')

-         self.members['last_seen']=pd.to_datetime(self.members.last_seen)

-         self.members['ask_updates']=pd.Series(Members) #experimental

-         return self.members

-     df=gp.ask_byCountry(datetime(2017,4,15))

-     print(gp.plot_world2(title='Fedora Ask questions by country since 04/15/2017',label='questions by country',filename='Fedora-Ask', notebook=False))

-     print(gp.plot_heat(title='Fedora Ask questions by country since 04/15/2017',label='questions by country',filename='Fedora-Ask', notebook=False))