add Event analysis

stat_tools/event_analysis.py

@@ -0,0 +1,23 @@
+import requester
+import record_analyser
+import sys
+import chart_requester
+import scipy.stats as stats
+
+def main(argv):
+    request_tool = requester.Requester()
+    event_id = request_tool.get_event_id('plancha')
+    records = request_tool.get_records()
+
+    my_analyser = record_analyser.RecordAnalyser(records['records'])
+    M = my_analyser.get_means()
+    E = my_analyser.get_event_presence(event_id)
+    print(M.values())
+    print(E.values())
+    print(stats.f_oneway(M.values(), E.values()))
+
+if __name__ == "__main__":
+    main(sys.argv) 
+
+
+

stat_tools/record_analyser.py

@@ -22,6 +22,16 @@ def get_means(self):
             means[rec['fields']['Date']] = sum_rec/float(nrec) 
         return(means)
 
+    def get_event_presence(self, event_id):
+        presence = {}
+        for rec in self.records:
+            presence[rec['fields']['Date']] = 0
+            if 'Event' in rec['fields']:
+                if event_id in rec['fields']['Event']:
+                    presence[rec['fields']['Date']] = 1
+        return(presence)
+
+
     def get_vars(self):
         rec_vars = {}
         rec_means = self.get_means() 

stat_tools/requester.py

@@ -7,9 +7,16 @@ class Requester:
     def __init__(self):
         self.headers = {'Content-Type': 'application/json', 'Authorization': 'Bearer keyNUv3Laq95pQOU7'} 
         self.request_url = "https://api.airtable.com/v0/appDrZAT5gWrRGi6X/NikoNiko?maxRecords=100&filterByFormula=AND(OR(IS_AFTER({Date},'2018-03-01'),IS_SAME({Date},'2018-03-11')),IS_BEFORE({Date},'2018-03-18'))"
+        self.request_event_url = "https://api.airtable.com/v0/appDrZAT5gWrRGi6X/Event list?maxRecords=100"
 
     def get_records(self):
         resp = requests.get(self.request_url, headers=self.headers)         
         return(resp.json())
 
+    def get_event_id(self, event_name):
+        resp = requests.get(self.request_event_url, headers=self.headers)
+        my_resp = resp.json()['records']
+        for it in my_resp:
+            if it['fields']['Event'] == event_name:
+                return it['id']