diff --git a/output.sample b/output.sample
new file mode 100644
index 0000000..5897368
--- /dev/null
+++ b/output.sample
@@ -0,0 +1,61 @@
+{'4': {'name': 'de Traxa, Desmond',
+       'events': ['1-1 with Ferdinand',
+                  'GOTV Training #1',
+                  '1-1 with Jessica']},
+ '1': {'name': 'Amaranth, Abby',
+       'events': ['Sit-in at Senator Evilman’s',
+                  'GOTV Training #1',
+                  '1-1 with Ferdinand',
+                  'GOTV Training #2',
+                  'GOTV 2024 Texting']},
+ '3': {'name': 'Carter, Carrie',
+       'events': ['1-1 with Jessica',
+                  'GOTV Training #1',
+                  'Sit-in at Senator Evilman’s',
+                  'GOTV Training #2']},
+ '5': {'name': 'English, Edward',
+       'events': ['Sit-in at Senator Evilman’s',
+                  '1-1 with Ferdinand',
+                  '1-1 with Jessica']},
+ '2': {'name': 'Beleriand, Bob',
+       'events': ['1-1 with Jessica',
+                  'GOTV Training #2',
+                  'GOTV Training #1',
+                  'GOTV 2024 Texting']}}
+{'1-1 with Ferdinand': {'type': 'Online 1-1',
+                        'participants': ['de Traxa, Desmond',
+                                         'English, Edward',
+                                         'Amaranth, Abby']},
+ 'Sit-in at Senator Evilman’s': {'type': 'In Person Action',
+                                 'participants': ['Amaranth, Abby',
+                                                  'English, Edward',
+                                                  'Carter, Carrie']},
+ '1-1 with Jessica': {'type': 'Online 1-1',
+                      'participants': ['Carter, Carrie',
+                                       'Beleriand, Bob',
+                                       'English, Edward',
+                                       'de Traxa, Desmond']},
+ 'GOTV Training #1': {'type': 'Webinar',
+                      'participants': ['Carter, Carrie',
+                                       'Amaranth, Abby',
+                                       'Beleriand, Bob',
+                                       'de Traxa, Desmond']},
+ 'GOTV Training #2': {'type': 'Webinar',
+                      'participants': ['Beleriand, Bob',
+                                       'Amaranth, Abby',
+                                       'Carter, Carrie']},
+ 'GOTV 2024 Texting': {'type': 'Texting',
+                       'participants': ['Beleriand, Bob', 'Amaranth, Abby']}}
+
+de Traxa, Desmond (4) attended 3 events
+Amaranth, Abby (1) attended 5 events
+Carter, Carrie (3) attended 4 events
+English, Edward (5) attended 3 events
+Beleriand, Bob (2) attended 4 events
+
+1-1 with Ferdinand had 3 attendees
+Sit-in at Senator Evilman’s had 3 attendees
+1-1 with Jessica had 4 attendees
+GOTV Training #1 had 4 attendees
+GOTV Training #2 had 3 attendees
+GOTV 2024 Texting had 2 attendees