From ed805a6c091d5f739854412eebc13a8f491ed9b3 Mon Sep 17 00:00:00 2001
From: nickgrifasi <nickgrifasi@vt.edu>
Date: Wed, 29 Mar 2023 18:30:51 -0400
Subject: [PATCH] new prototypes

---
 InteractionPrototype.csv                      | 63 ++++++++++++++
 ...rototype.csv_merged_result_unannotated.csv | 29 +++++++
 InteractionPrototype2.csv                     | 37 +++++++++
 ...ototype2.csv_merged_result_unannotated.csv | 29 +++++++
 InteractionPrototype3.csv                     | 82 +++++++++++++++++++
 ...ototype3.csv_merged_result_unannotated.csv | 76 +++++++++++++++++
 abstracting_script.py                         |  2 +-
 7 files changed, 317 insertions(+), 1 deletion(-)
 create mode 100644 InteractionPrototype.csv
 create mode 100644 InteractionPrototype.csv_merged_result_unannotated.csv
 create mode 100644 InteractionPrototype2.csv
 create mode 100644 InteractionPrototype2.csv_merged_result_unannotated.csv
 create mode 100644 InteractionPrototype3.csv
 create mode 100644 InteractionPrototype3.csv_merged_result_unannotated.csv

diff --git a/InteractionPrototype.csv b/InteractionPrototype.csv
new file mode 100644
index 0000000..c543370
--- /dev/null
+++ b/InteractionPrototype.csv
@@ -0,0 +1,63 @@
+id,user_id,inst_book_id,inst_section_id,inst_book_section_exercise_id,name,description,action_time,uiid,browser_family,browser_version,os_family,os_version,device,ip_address,created_at,updated_at,inst_course_offering_exercise_id,inst_chapter_module_id,inst_module_version_id,inst_module_section_exercise_id
+33030,56,5,603,NULL,window-focus,"User looking at 09.03.01 - Doubly Linked Lists""""",8/29/2016 15:17,1.47E+12,Chrome,52,linux,,PC,172.25.132.16,8/29/2016 15:20,8/29/2016 15:20,NULL,NULL,NULL,NULL
+33031,56,5,603,982,jsav-forward,"{ev_num"":0currentStep:9}""",8/29/2016 15:19,1.47E+12,Chrome,52,linux,,PC,172.25.132.16,8/29/2016 15:20,8/29/2016 15:20,NULL,NULL,NULL,NULL
+33032,56,5,603,982,jsav-forward,"{ev_num"":1currentStep:9}""",8/29/2016 15:19,1.47E+12,Chrome,52,linux,,PC,172.25.132.16,8/29/2016 15:20,8/29/2016 15:20,NULL,NULL,NULL,NULL
+33033,56,5,603,982,jsav-forward,"{ev_num"":2currentStep:9}""",8/29/2016 15:19,1.47E+12,Chrome,52,linux,,PC,172.25.132.16,8/29/2016 15:20,8/29/2016 15:20,NULL,NULL,NULL,NULL
+33034,56,5,603,982,jsav-forward,"{ev_num"":3currentStep:9}""",8/29/2016 15:19,1.47E+12,Chrome,52,linux,,PC,172.25.132.16,8/29/2016 15:20,8/29/2016 15:20,NULL,NULL,NULL,NULL
+33035,56,5,603,982,jsav-forward,"{ev_num"":4currentStep:9}""",8/29/2016 15:19,1.47E+12,Chrome,52,linux,,PC,172.25.132.16,8/29/2016 15:20,8/29/2016 15:20,NULL,NULL,NULL,NULL
+33036,56,5,603,982,jsav-forward,"{ev_num"":5currentStep:9}""",8/29/2016 15:19,1.47E+12,Chrome,52,linux,,PC,172.25.132.16,8/29/2016 15:20,8/29/2016 15:20,NULL,NULL,NULL,NULL
+33037,56,5,603,982,jsav-forward,"{ev_num"":6currentStep:9}""",8/29/2016 15:19,1.47E+12,Chrome,52,linux,,PC,172.25.132.16,8/29/2016 15:20,8/29/2016 15:20,NULL,NULL,NULL,NULL
+33038,56,5,603,982,jsav-forward,"{ev_num"":7currentStep:9}""",8/29/2016 15:19,1.47E+12,Chrome,52,linux,,PC,172.25.132.16,8/29/2016 15:20,8/29/2016 15:20,NULL,NULL,NULL,NULL
+33039,56,5,603,982,jsav-forward,"{ev_num"":8currentStep:9}""",8/29/2016 15:19,1.47E+12,Chrome,52,linux,,PC,172.25.132.16,8/29/2016 15:20,8/29/2016 15:20,NULL,NULL,NULL,NULL
+33042,56,5,603,983,jsav-forward,"{ev_num"":9currentStep:7}""",8/29/2016 15:19,1.47E+12,Chrome,52,linux,,PC,172.25.132.16,8/29/2016 15:20,8/29/2016 15:20,NULL,NULL,NULL,NULL
+33043,56,5,603,983,jsav-forward,"{ev_num"":10currentStep:7}""",8/29/2016 15:20,1.47E+12,Chrome,52,linux,,PC,172.25.132.16,8/29/2016 15:20,8/29/2016 15:20,NULL,NULL,NULL,NULL
+33044,56,5,603,983,jsav-forward,"{ev_num"":11currentStep:7}""",8/29/2016 15:20,1.47E+12,Chrome,52,linux,,PC,172.25.132.16,8/29/2016 15:20,8/29/2016 15:20,NULL,NULL,NULL,NULL
+33045,56,5,603,983,jsav-forward,"{ev_num"":12currentStep:7}""",8/29/2016 15:20,1.47E+12,Chrome,52,linux,,PC,172.25.132.16,8/29/2016 15:20,8/29/2016 15:20,NULL,NULL,NULL,NULL
+33046,56,5,603,983,jsav-forward,"{ev_num"":13currentStep:7}""",8/29/2016 15:20,1.47E+12,Chrome,52,linux,,PC,172.25.132.16,8/29/2016 15:20,8/29/2016 15:20,NULL,NULL,NULL,NULL
+33047,56,5,603,983,jsav-forward,"{ev_num"":14currentStep:7}""",8/29/2016 15:20,1.47E+12,Chrome,52,linux,,PC,172.25.132.16,8/29/2016 15:20,8/29/2016 15:20,NULL,NULL,NULL,NULL
+33048,56,5,603,983,jsav-forward,"{ev_num"":15currentStep:7}""",8/29/2016 15:20,1.47E+12,Chrome,52,linux,,PC,172.25.132.16,8/29/2016 15:20,8/29/2016 15:20,NULL,NULL,NULL,NULL
+33050,56,5,603,984,jsav-forward,"{ev_num"":16currentStep:8}""",8/29/2016 15:20,1.47E+12,Chrome,52,linux,,PC,172.25.132.16,8/29/2016 15:21,8/29/2016 15:21,NULL,NULL,NULL,NULL
+33051,56,5,603,984,jsav-forward,"{ev_num"":17currentStep:8}""",8/29/2016 15:20,1.47E+12,Chrome,52,linux,,PC,172.25.132.16,8/29/2016 15:21,8/29/2016 15:21,NULL,NULL,NULL,NULL
+33052,56,5,603,984,jsav-forward,"{ev_num"":18currentStep:8}""",8/29/2016 15:20,1.47E+12,Chrome,52,linux,,PC,172.25.132.16,8/29/2016 15:21,8/29/2016 15:21,NULL,NULL,NULL,NULL
+33053,56,5,603,984,jsav-forward,"{ev_num"":19currentStep:8}""",8/29/2016 15:20,1.47E+12,Chrome,52,linux,,PC,172.25.132.16,8/29/2016 15:21,8/29/2016 15:21,NULL,NULL,NULL,NULL
+33054,56,5,603,984,jsav-forward,"{ev_num"":20currentStep:8}""",8/29/2016 15:20,1.47E+12,Chrome,52,linux,,PC,172.25.132.16,8/29/2016 15:21,8/29/2016 15:21,NULL,NULL,NULL,NULL
+33055,56,5,603,984,jsav-forward,"{ev_num"":21currentStep:8}""",8/29/2016 15:20,1.47E+12,Chrome,52,linux,,PC,172.25.132.16,8/29/2016 15:21,8/29/2016 15:21,NULL,NULL,NULL,NULL
+33056,56,5,603,984,jsav-forward,"{ev_num"":22currentStep:8}""",8/29/2016 15:20,1.47E+12,Chrome,52,linux,,PC,172.25.132.16,8/29/2016 15:21,8/29/2016 15:21,NULL,NULL,NULL,NULL
+33057,56,5,603,985,jsav-forward,"{ev_num"":23currentStep:4}""",8/29/2016 15:20,1.47E+12,Chrome,52,linux,,PC,172.25.132.16,8/29/2016 15:21,8/29/2016 15:21,NULL,NULL,NULL,NULL
+33058,56,5,603,985,jsav-forward,"{ev_num"":24currentStep:4}""",8/29/2016 15:20,1.47E+12,Chrome,52,linux,,PC,172.25.132.16,8/29/2016 15:21,8/29/2016 15:21,NULL,NULL,NULL,NULL
+33059,56,5,603,985,jsav-forward,"{ev_num"":25currentStep:4}""",8/29/2016 15:20,1.47E+12,Chrome,52,linux,,PC,172.25.132.16,8/29/2016 15:21,8/29/2016 15:21,NULL,NULL,NULL,NULL
+33060,56,5,603,985,jsav-forward,"{ev_num"":26currentStep:4}""",8/29/2016 15:20,1.47E+12,Chrome,52,linux,,PC,172.25.132.16,8/29/2016 15:21,8/29/2016 15:21,NULL,NULL,NULL,NULL
+33092,56,5,603,NULL,hyperlink-ui-id-6,"{href"":""#DList_XOR_code_Java""}""",8/29/2016 15:22,1.47E+12,Chrome,52,linux,,PC,172.25.132.16,8/29/2016 15:41,8/29/2016 15:41,NULL,NULL,NULL,NULL
+33093,56,5,603,NULL,hyperlink-ui-id-6,"{href"":""#DList_XOR_code_Java""}""",8/29/2016 15:22,1.47E+12,Chrome,52,linux,,PC,172.25.132.16,8/29/2016 15:41,8/29/2016 15:41,NULL,NULL,NULL,NULL
+33094,56,5,603,NULL,hyperlink-ui-id-5,"{href"":""#DList_XOR_code_Processing""}""",8/29/2016 15:22,1.47E+12,Chrome,52,linux,,PC,172.25.132.16,8/29/2016 15:41,8/29/2016 15:41,NULL,NULL,NULL,NULL
+33095,56,5,603,NULL,hyperlink-ui-id-4,"{href"":""#DList_XOR_code_Java_Generic""}""",8/29/2016 15:22,1.47E+12,Chrome,52,linux,,PC,172.25.132.16,8/29/2016 15:41,8/29/2016 15:41,NULL,NULL,NULL,NULL
+33096,56,5,603,NULL,hyperlink-ui-id-6,"{href"":""#DList_XOR_code_Java""}""",8/29/2016 15:22,1.47E+12,Chrome,52,linux,,PC,172.25.132.16,8/29/2016 15:41,8/29/2016 15:41,NULL,NULL,NULL,NULL
+33097,56,5,603,NULL,window-blur,"User is no longer looking at 09.03.01 - Doubly Linked Lists""""",8/29/2016 15:34,1.47E+12,Chrome,52,linux,,PC,172.25.132.16,8/29/2016 15:41,8/29/2016 15:41,NULL,NULL,NULL,NULL
+33098,56,5,603,NULL,window-focus,"User looking at 09.03.01 - Doubly Linked Lists""""",8/29/2016 15:39,1.47E+12,Chrome,52,linux,,PC,172.25.132.16,8/29/2016 15:41,8/29/2016 15:41,NULL,NULL,NULL,NULL
+33099,56,5,603,NULL,window-blur,"User is no longer looking at 09.03.01 - Doubly Linked Lists""""",8/29/2016 15:40,1.47E+12,Chrome,52,linux,,PC,172.25.132.16,8/29/2016 15:41,8/29/2016 15:41,NULL,NULL,NULL,NULL
+33100,56,5,603,NULL,window-unload,"User closed or refreshed 09.03.01 - Doubly Linked Lists""""",8/29/2016 15:40,1.47E+12,Chrome,52,linux,,PC,172.25.132.16,8/29/2016 15:41,8/29/2016 15:41,NULL,NULL,NULL,NULL
+33101,56,5,603,NULL,window-unload,"User closed or refreshed 09.03.01 - Doubly Linked Lists""""",8/29/2016 15:40,1.47E+12,Chrome,52,linux,,PC,172.25.132.16,8/29/2016 15:41,8/29/2016 15:41,NULL,NULL,NULL,NULL
+33102,56,5,604,NULL,document-ready,"User loaded the 09.04.01 - List Element Implementations""""",8/29/2016 15:40,1.47E+12,Chrome,52,linux,,PC,172.25.132.16,8/29/2016 15:41,8/29/2016 15:41,NULL,NULL,NULL,NULL
+33103,56,5,604,NULL,document-ready,"User loaded the 09.04.01 - List Element Implementations""""",8/29/2016 15:40,1.47E+12,Chrome,52,linux,,PC,172.25.132.16,8/29/2016 15:41,8/29/2016 15:41,NULL,NULL,NULL,NULL
+33104,56,5,604,NULL,window-unload,"User closed or refreshed 09.04.01 - List Element Implementations""""",8/29/2016 15:40,1.47E+12,Chrome,52,linux,,PC,172.25.132.16,8/29/2016 15:41,8/29/2016 15:41,NULL,NULL,NULL,NULL
+33105,56,5,604,NULL,document-ready,"User loaded the 09.04.01 - List Element Implementations""""",8/29/2016 15:40,1.47E+12,Chrome,52,linux,,PC,172.25.132.16,8/29/2016 15:41,8/29/2016 15:41,NULL,NULL,NULL,NULL
+33106,56,5,604,NULL,window-unload,"User closed or refreshed 09.04.01 - List Element Implementations""""",8/29/2016 15:40,1.47E+12,Chrome,52,linux,,PC,172.25.132.16,8/29/2016 15:43,8/29/2016 15:43,NULL,NULL,NULL,NULL
+33107,56,5,604,NULL,window-focus,"User looking at 09.04.01 - List Element Implementations""""",8/29/2016 15:42,1.47E+12,Chrome,52,linux,,PC,172.25.132.16,8/29/2016 15:43,8/29/2016 15:43,NULL,NULL,NULL,NULL
+33108,56,5,604,986,jsav-forward,"{""ev_num"":0,""currentStep"":2}",8/29/2016 15:42,1.47E+12,Chrome,52,linux,,PC,172.25.132.16,8/29/2016 15:43,8/29/2016 15:43,NULL,NULL,NULL,
+33109,56,5,604,986,jsav-forward,"{""ev_num"":1,""currentStep"":2}",8/29/2016 15:43,1.47E+12,Chrome,52,linux,,PC,172.25.132.16,8/29/2016 15:43,8/29/2016 15:43,NULL,NULL,NULL,
+33110,56,5,604,NULL,window-blur,"User is no longer looking at 09.04.01 - List Element Implementations""""",8/29/2016 15:44,1.47E+12,Chrome,52,linux,,PC,172.25.132.16,8/29/2016 15:47,8/29/2016 15:47,NULL,NULL,NULL,NULL
+33111,56,5,604,NULL,window-focus,"User looking at 09.04.01 - List Element Implementations""""",8/29/2016 15:44,1.47E+12,Chrome,52,linux,,PC,172.25.132.16,8/29/2016 15:47,8/29/2016 15:47,NULL,NULL,NULL,NULL
+33112,56,5,604,987,jsav-forward,"{""ev_num"":2,""currentStep"":1}",8/29/2016 15:47,1.47E+12,Chrome,52,linux,,PC,172.25.132.16,8/29/2016 15:47,8/29/2016 15:47,NULL,NULL,NULL,
+33113,56,5,604,988,jsav-forward,"{""ev_num"":3,""currentStep"":1}",8/29/2016 15:47,1.47E+12,Chrome,52,linux,,PC,172.25.132.16,8/29/2016 15:48,8/29/2016 15:48,NULL,NULL,NULL,
+33114,56,5,604,NULL,window-blur,"User is no longer looking at 09.04.01 - List Element Implementations""""",8/29/2016 15:48,1.47E+12,Chrome,52,linux,,PC,172.25.132.16,8/29/2016 15:50,8/29/2016 15:50,NULL,NULL,NULL,NULL
+33115,56,5,604,NULL,window-unload,"User closed or refreshed 09.04.01 - List Element Implementations""""",8/29/2016 15:49,1.47E+12,Chrome,52,linux,,PC,172.25.132.16,8/29/2016 15:50,8/29/2016 15:50,NULL,NULL,NULL,NULL
+33116,56,5,604,NULL,window-unload,"User closed or refreshed 09.04.01 - List Element Implementations""""",8/29/2016 15:49,1.47E+12,Chrome,52,linux,,PC,172.25.132.16,8/29/2016 15:50,8/29/2016 15:50,NULL,NULL,NULL,NULL
+33117,56,5,605,NULL,document-ready,"User loaded the 09.05.01 - Freelists""""",8/29/2016 15:49,1.47E+12,Chrome,52,linux,,PC,172.25.132.16,8/29/2016 15:50,8/29/2016 15:50,NULL,NULL,NULL,NULL
+33118,56,5,605,NULL,window-unload,"User closed or refreshed 09.05.01 - Freelists""""",8/29/2016 15:50,1.47E+12,Chrome,52,linux,,PC,172.25.132.16,8/29/2016 15:50,8/29/2016 15:50,NULL,NULL,NULL,NULL
+33119,56,5,606,NULL,document-ready,"User loaded the 09.06.01 - Practice Questions""""",8/29/2016 15:50,1.47E+12,Chrome,52,linux,,PC,172.25.132.16,8/29/2016 15:51,8/29/2016 15:51,NULL,NULL,NULL,NULL
+33120,56,5,606,NULL,window-unload,"User closed or refreshed 09.06.01 - Practice Questions""""",8/29/2016 15:50,1.47E+12,Chrome,52,linux,,PC,172.25.132.16,8/29/2016 15:51,8/29/2016 15:51,NULL,NULL,NULL,NULL
+33121,56,5,607,NULL,document-ready,"User loaded the 09.06.02 - Chapter Review Questions""""",8/29/2016 15:50,1.47E+12,Chrome,52,linux,,PC,172.25.132.16,8/29/2016 15:51,8/29/2016 15:51,NULL,NULL,NULL,NULL
+33122,56,5,NULL,NULL,window-unload,"User closed or refreshed 11.01.01 - Glossary""""",8/29/2016 15:50,1.47E+12,Chrome,52,linux,,PC,172.25.132.16,8/29/2016 15:51,8/29/2016 15:51,NULL,NULL,NULL,NULL
+33123,56,5,607,NULL,window-unload,"User closed or refreshed 09.06.02 - Chapter Review Questions""""",8/29/2016 15:50,1.47E+12,Chrome,52,linux,,PC,172.25.132.16,8/29/2016 15:51,8/29/2016 15:51,NULL,NULL,NULL,NULL
+33150,56,5,NULL,NULL,document-ready,"User loaded the 10.01.01 - Binary Trees Chapter Introduction""""",8/29/2016 15:50,1.47E+12,Chrome,52,linux,,PC,172.25.132.16,8/29/2016 16:00,8/29/2016 16:00,NULL,NULL,NULL,NULL
+33151,56,5,NULL,NULL,window-unload,"User closed or refreshed 10.01.01 - Binary Trees Chapter Introduction""""",8/29/2016 15:50,1.47E+12,Chrome,52,linux,,PC,172.25.132.16,8/29/2016 16:00,8/29/2016 16:00,NULL,NULL,NULL,NULL
diff --git a/InteractionPrototype.csv_merged_result_unannotated.csv b/InteractionPrototype.csv_merged_result_unannotated.csv
new file mode 100644
index 0000000..fc886ee
--- /dev/null
+++ b/InteractionPrototype.csv_merged_result_unannotated.csv
@@ -0,0 +1,29 @@
+session,user ID,Inst Book,Event name,Event Description,Start time,End Time,Action Time,Exercise Type,Number of events
+1,56,5,Window open,Attempted to solve Chrome frame ,8/29/2016 15:17,8/29/2016 15:17,Reading time: 120.0 sec,nan,1
+1,56,5,FF event,Attempted to solve Chrome frame ,8/29/2016 15:19,8/29/2016 15:20,60.0 seconds,nan,27
+1,56,5,Other event,Attempted to solve Chrome frame ,8/29/2016 15:22,8/29/2016 15:22,,nan,2
+1,56,5,Other event,Attempted to solve Chrome frame ,8/29/2016 15:22,8/29/2016 15:22,,nan,1
+1,56,5,Other event,Attempted to solve Chrome frame ,8/29/2016 15:22,8/29/2016 15:22,,nan,1
+1,56,5,Other event,Attempted to solve Chrome frame ,8/29/2016 15:22,8/29/2016 15:22,,nan,1
+2,56,5,Window close,Attempted to solve Chrome frame ,8/29/2016 15:34,8/29/2016 15:34,Away time: 300.0 sec,nan,1
+2,56,5,Window open,Attempted to solve Chrome frame ,8/29/2016 15:39,8/29/2016 15:39,Reading time: 60.0 sec,nan,1
+2,56,5,window event,Attempted to solve Chrome frame ,8/29/2016 15:40,8/29/2016 15:40,,nan,1
+2,56,5,window event,Attempted to solve Chrome frame ,8/29/2016 15:40,8/29/2016 15:40,,nan,2
+2,56,5,document event,Attempted to solve Chrome frame ,8/29/2016 15:40,8/29/2016 15:40,,nan,2
+2,56,5,window event,Attempted to solve Chrome frame ,8/29/2016 15:40,8/29/2016 15:40,,nan,1
+2,56,5,document event,Attempted to solve Chrome frame ,8/29/2016 15:40,8/29/2016 15:40,,nan,1
+2,56,5,window event,Attempted to solve Chrome frame ,8/29/2016 15:40,8/29/2016 15:40,,nan,1
+2,56,5,Window open,Attempted to solve Chrome frame ,8/29/2016 15:42,8/29/2016 15:42,Reading time: 0.0 sec,nan,1
+2,56,5,FF event,Attempted to solve Chrome frame ,8/29/2016 15:42,8/29/2016 15:43,60.0 seconds,nan,2
+2,56,5,Window close,Attempted to solve Chrome frame ,8/29/2016 15:44,8/29/2016 15:44,Away time: 0.0 sec,nan,1
+2,56,5,Window open,Attempted to solve Chrome frame ,8/29/2016 15:44,8/29/2016 15:44,Reading time: 180.0 sec,nan,1
+2,56,5,FF event,Attempted to solve Chrome frame ,8/29/2016 15:47,8/29/2016 15:47,0.0 seconds,nan,2
+2,56,5,window event,Attempted to solve Chrome frame ,8/29/2016 15:48,8/29/2016 15:48,,nan,1
+2,56,5,window event,Attempted to solve Chrome frame ,8/29/2016 15:49,8/29/2016 15:49,,nan,2
+2,56,5,document event,Attempted to solve Chrome frame ,8/29/2016 15:49,8/29/2016 15:49,,nan,1
+2,56,5,window event,Attempted to solve Chrome frame ,8/29/2016 15:50,8/29/2016 15:50,,nan,1
+2,56,5,document event,Attempted to solve Chrome frame ,8/29/2016 15:50,8/29/2016 15:50,,nan,1
+2,56,5,window event,Attempted to solve Chrome frame ,8/29/2016 15:50,8/29/2016 15:50,,nan,1
+2,56,5,document event,Attempted to solve Chrome frame ,8/29/2016 15:50,8/29/2016 15:50,,nan,1
+2,56,5,window event,Attempted to solve Chrome frame ,8/29/2016 15:50,8/29/2016 15:50,,nan,2
+2,56,5,document event,"User loaded the 10.01.01 - Binary Trees Chapter Introduction""""",8/29/2016 15:50,8/29/2016 15:50,,nan,1
diff --git a/InteractionPrototype2.csv b/InteractionPrototype2.csv
new file mode 100644
index 0000000..acbcc42
--- /dev/null
+++ b/InteractionPrototype2.csv
@@ -0,0 +1,37 @@
+id,user_id,inst_book_id,inst_section_id,inst_book_section_exercise_id,name,description,action_time,uiid,browser_family,browser_version,os_family,os_version,device,ip_address,created_at,updated_at,inst_course_offering_exercise_id,inst_chapter_module_id,inst_module_version_id,inst_module_section_exercise_id,
+619412,503,5,545,NULL,document-ready,"User loaded the 04.02.02 - Growth Rates Ordering Exercise""""",9/25/2016 15:02,1.47482E+12,Chrome,53,windows,,PC,50.206.156.101,10/1/2016 1:56,10/1/2016 1:56,NULL,NULL,NULL,NULL,
+619413,503,5,545,NULL,window-unload,"User closed or refreshed 04.02.02 - Growth Rates Ordering Exercise""""",9/25/2016 15:02,1.47482E+12,Chrome,53,windows,,PC,50.206.156.101,10/1/2016 1:56,10/1/2016 1:56,NULL,NULL,NULL,NULL,
+619414,503,5,545,NULL,window-unload,"User closed or refreshed 04.02.02 - Growth Rates Ordering Exercise""""",9/25/2016 15:02,1.47482E+12,Chrome,53,windows,,PC,50.206.156.101,10/1/2016 1:56,10/1/2016 1:56,NULL,NULL,NULL,NULL,
+619415,503,5,554,NULL,document-ready,"User loaded the 05.01.02 - Array-Based Stacks""""",10/1/2016 1:55,1.47529E+12,Chrome,53,windows,,PC,50.206.156.101,10/1/2016 1:56,10/1/2016 1:56,NULL,NULL,NULL,NULL,
+619416,582,5,557,NULL,window-blur,"User is no longer looking at 05.02.02 - Linked Stack Pop""""",10/1/2016 1:43,1.47529E+12,Chrome,53,windows,,PC,100.15.61.230,10/1/2016 1:58,10/1/2016 1:58,NULL,NULL,NULL,NULL,
+619417,582,5,557,NULL,window-focus,"User looking at 05.02.02 - Linked Stack Pop""""",10/1/2016 1:57,1.47529E+12,Chrome,53,windows,,PC,100.15.61.230,10/1/2016 1:58,10/1/2016 1:58,NULL,NULL,NULL,NULL,
+619418,582,5,557,NULL,window-blur,"User is no longer looking at 05.02.02 - Linked Stack Pop""""",10/1/2016 1:57,1.47529E+12,Chrome,53,windows,,PC,100.15.61.230,10/1/2016 1:58,10/1/2016 1:58,NULL,NULL,NULL,NULL,
+619419,582,5,557,NULL,window-unload,"User closed or refreshed 05.02.02 - Linked Stack Pop""""",10/1/2016 1:57,1.47529E+12,Chrome,53,windows,,PC,100.15.61.230,10/1/2016 1:58,10/1/2016 1:58,NULL,NULL,NULL,NULL,
+619420,582,5,557,NULL,document-ready,"User loaded the 05.02.02 - Linked Stack Pop""""",10/1/2016 1:57,1.47529E+12,Chrome,53,windows,,PC,100.15.61.230,10/1/2016 1:58,10/1/2016 1:58,NULL,NULL,NULL,NULL,
+619439,503,5,554,NULL,window-unload,"User closed or refreshed 05.01.02 - Array-Based Stacks""""",10/1/2016 2:00,1.47529E+12,Chrome,53,windows,,PC,50.206.156.101,10/1/2016 2:01,10/1/2016 2:01,NULL,NULL,NULL,NULL,
+620236,503,5,555,NULL,document-ready,"User loaded the 05.01.03 - Pop""""",10/1/2016 2:00,1.47529E+12,Chrome,53,windows,,PC,50.206.156.101,10/1/2016 2:11,10/1/2016 2:11,NULL,NULL,NULL,NULL,
+620237,503,5,555,NULL,window-unload,"User closed or refreshed 05.01.03 - Pop""""",10/1/2016 2:10,1.47529E+12,Chrome,53,windows,,PC,50.206.156.101,10/1/2016 2:11,10/1/2016 2:11,NULL,NULL,NULL,NULL,
+620268,503,5,556,NULL,document-ready,"User loaded the 05.02.01 - Linked Stack Implementation""""",10/1/2016 2:10,1.47529E+12,Chrome,53,windows,,PC,50.206.156.101,10/1/2016 2:14,10/1/2016 2:14,NULL,NULL,NULL,NULL,
+620269,503,5,556,NULL,window-unload,"User closed or refreshed 05.02.01 - Linked Stack Implementation""""",10/1/2016 2:13,1.47529E+12,Chrome,53,windows,,PC,50.206.156.101,10/1/2016 2:14,10/1/2016 2:14,NULL,NULL,NULL,NULL,
+620967,681,5,557,NULL,document-ready,"User loaded the 05.02.02 - Linked Stack Pop""""",10/1/2016 2:38,1.47529E+12,Chrome,53,windows,,PC,24.219.192.102,10/1/2016 2:39,10/1/2016 2:39,NULL,NULL,NULL,NULL,
+620968,681,5,557,NULL,document-ready,"User loaded the 05.02.02 - Linked Stack Pop""""",10/1/2016 2:38,1.47529E+12,Chrome,53,windows,,PC,24.219.192.102,10/1/2016 2:39,10/1/2016 2:39,NULL,NULL,NULL,NULL,
+620969,681,5,556,NULL,document-ready,"User loaded the 05.02.01 - Linked Stack Implementation""""",10/1/2016 2:38,1.47529E+12,Chrome,53,windows,,PC,24.219.192.102,10/1/2016 2:39,10/1/2016 2:39,NULL,NULL,NULL,NULL,
+621096,937,5,559,NULL,window-unload,"User closed or refreshed 06.02.01 - Writing a recursive function""""",9/28/2016 15:21,1.47508E+12,Chrome,52,windows,,PC,172.24.12.188,10/1/2016 2:57,10/1/2016 2:57,NULL,NULL,NULL,NULL,
+621097,937,5,547,NULL,document-ready,"User loaded the 04.04.01 - Faster Computer or Faster Algorithm?""""",10/1/2016 2:55,1.47529E+12,Chrome,52,windows,windows,PC,172.24.12.188,10/1/2016 2:57,10/1/2016 2:57,NULL,NULL,NULL,NULL,NULL
+621380,658,5,549,NULL,window-unload,"User closed or refreshed 04.06.01 - Calculating Program Running Time""""",9/24/2016 20:26,1.47475E+12,Firefox,49,windows,,PC,98.249.63.138,10/1/2016 4:00,10/1/2016 4:00,NULL,NULL,NULL,NULL,
+621381,658,5,558,NULL,window-unload,"User closed or refreshed 06.01.01 - Introduction""""",10/1/2016 3:59,1.47529E+12,Firefox,49,windows,,PC,98.249.63.138,10/1/2016 4:00,10/1/2016 4:00,NULL,NULL,NULL,NULL,
+621382,658,5,558,NULL,document-ready,"User loaded the 06.01.01 - Introduction""""",10/1/2016 3:59,1.47529E+12,Firefox,49,windows,,PC,98.249.63.138,10/1/2016 4:00,10/1/2016 4:00,NULL,NULL,NULL,NULL,
+621383,658,5,NULL,NULL,document-ready,"User loaded the 06.04.01 - Writing More Sophisticated Recursive Functions""""",10/1/2016 4:01,1.47529E+12,Firefox,49,windows,,PC,98.249.63.138,10/1/2016 4:02,10/1/2016 4:02,NULL,NULL,NULL,NULL,
+621384,658,5,559,NULL,document-ready,"User loaded the 06.02.01 - Writing a recursive function""""",10/1/2016 3:59,1.47529E+12,Firefox,49,windows,,PC,98.249.63.138,10/1/2016 4:02,10/1/2016 4:02,NULL,NULL,NULL,NULL,
+621385,658,5,559,NULL,window-unload,"User closed or refreshed 06.02.01 - Writing a recursive function""""",10/1/2016 3:59,1.47529E+12,Firefox,49,windows,,PC,98.249.63.138,10/1/2016 4:02,10/1/2016 4:02,NULL,NULL,NULL,NULL,
+621389,658,5,575,NULL,document-ready,"User loaded the 06.07.01 - Tracing Recursive Code""""",10/1/2016 4:07,1.47529E+12,Firefox,49,windows,,PC,98.249.63.138,10/1/2016 4:08,10/1/2016 4:08,NULL,NULL,NULL,NULL,
+621390,658,5,NULL,NULL,window-unload,"User closed or refreshed 06.04.01 - Writing More Sophisticated Recursive Functions""""",10/1/2016 4:01,1.47529E+12,Firefox,49,windows,,PC,98.249.63.138,10/1/2016 4:08,10/1/2016 4:08,NULL,NULL,NULL,NULL,
+621391,658,5,575,NULL,window-unload,"User closed or refreshed 06.07.01 - Tracing Recursive Code""""",10/1/2016 4:07,1.47529E+12,Firefox,49,windows,,PC,98.249.63.138,10/1/2016 4:08,10/1/2016 4:08,NULL,NULL,NULL,NULL,
+621412,658,5,576,NULL,document-ready,"User loaded the 06.08.01 - Forward Flow Tracing Exercises""""",10/1/2016 4:07,1.47529E+12,Firefox,49,windows,,PC,98.249.63.138,10/1/2016 4:10,10/1/2016 4:10,NULL,NULL,NULL,NULL,
+621413,658,5,576,NULL,window-unload,"User closed or refreshed 06.08.01 - Forward Flow Tracing Exercises""""",10/1/2016 4:09,1.47529E+12,Firefox,49,windows,,PC,98.249.63.138,10/1/2016 4:10,10/1/2016 4:10,NULL,NULL,NULL,NULL,
+621464,658,5,577,NULL,document-ready,"User loaded the 06.08.02 - Backward Flow Tracing Exercises""""",10/1/2016 4:09,1.47529E+12,Firefox,49,windows,,PC,98.249.63.138,10/1/2016 4:15,10/1/2016 4:15,NULL,NULL,NULL,NULL,
+621465,658,5,577,NULL,window-unload,"User closed or refreshed 06.08.02 - Backward Flow Tracing Exercises""""",10/1/2016 4:14,1.47529E+12,Firefox,49,windows,,PC,98.249.63.138,10/1/2016 4:15,10/1/2016 4:15,NULL,NULL,NULL,NULL,
+621469,697,5,553,NULL,window-unload,"User closed or refreshed 05.01.01 - Stack Terminology""""",9/28/2016 15:28,1.47508E+12,Chrome,53,windows,,PC,172.25.43.40,10/1/2016 4:17,10/1/2016 4:17,NULL,NULL,NULL,NULL,
+621470,697,5,553,NULL,document-ready,"User loaded the 05.01.01 - Stack Terminology""""",10/1/2016 4:16,1.4753E+12,Chrome,53,windows,,PC,172.25.43.40,10/1/2016 4:17,10/1/2016 4:17,NULL,NULL,NULL,NULL,
+621471,697,5,554,NULL,document-ready,"User loaded the 05.01.02 - Array-Based Stacks""""",10/1/2016 4:16,1.4753E+12,Chrome,53,windows,,PC,172.25.43.40,10/1/2016 4:17,10/1/2016 4:17,NULL,NULL,NULL,NULL,
+621472,697,5,555,NULL,document-ready,"User loaded the 05.01.03 - Pop""""",10/1/2016 4:16,1.4753E+12,Chrome,53,windows,,PC,172.25.43.40,10/1/2016 4:17,10/1/2016 4:17,NULL,NULL,NULL,NULL,
diff --git a/InteractionPrototype2.csv_merged_result_unannotated.csv b/InteractionPrototype2.csv_merged_result_unannotated.csv
new file mode 100644
index 0000000..e682be9
--- /dev/null
+++ b/InteractionPrototype2.csv_merged_result_unannotated.csv
@@ -0,0 +1,29 @@
+session,user ID,Inst Book,Event name,Event Description,Start time,End Time,Action Time,Exercise Type,Number of events
+1,503,5,document event,Attempted to solve Chrome frame ,10/1/2016 1:55,10/1/2016 1:55,,nan,1
+1,503,5,window event,Attempted to solve Chrome frame ,10/1/2016 2:00,10/1/2016 2:00,,nan,1
+1,503,5,document event,Attempted to solve Chrome frame ,10/1/2016 2:00,10/1/2016 2:00,,nan,1
+1,503,5,window event,Attempted to solve Chrome frame ,10/1/2016 2:10,10/1/2016 2:10,,nan,1
+1,503,5,document event,Attempted to solve Chrome frame ,10/1/2016 2:10,10/1/2016 2:10,,nan,1
+1,503,5,window event,Attempted to solve Chrome frame ,10/1/2016 2:13,10/1/2016 2:13,,nan,1
+1,503,5,document event,Attempted to solve Chrome frame ,9/25/2016 15:02,9/25/2016 15:02,,nan,1
+1,503,5,window event,Attempted to solve Chrome frame ,9/25/2016 15:02,9/25/2016 15:02,,nan,2
+1,582,5,window event,Attempted to solve Chrome frame ,10/1/2016 1:43,10/1/2016 1:43,,nan,1
+2,582,5,Window open,Attempted to solve Chrome frame ,10/1/2016 1:57,10/1/2016 1:57,Reading time: 0.0 sec,nan,1
+2,582,5,window event,Attempted to solve Chrome frame ,10/1/2016 1:57,10/1/2016 1:57,,nan,1
+2,582,5,window event,Attempted to solve Chrome frame ,10/1/2016 1:57,10/1/2016 1:57,,nan,1
+2,582,5,document event,Attempted to solve Chrome frame ,10/1/2016 1:57,10/1/2016 1:57,,nan,1
+1,658,5,window event,Attempted to solve Firefox frame ,10/1/2016 3:59,10/1/2016 3:59,,nan,1
+1,658,5,document event,Attempted to solve Firefox frame ,10/1/2016 3:59,10/1/2016 3:59,,nan,2
+1,658,5,window event,Attempted to solve Firefox frame ,10/1/2016 3:59,10/1/2016 3:59,,nan,1
+1,658,5,document event,"User loaded the 06.04.01 - Writing More Sophisticated Recursive Functions""""",10/1/2016 4:01,10/1/2016 4:01,,nan,1
+1,658,5,window event,"User closed or refreshed 06.04.01 - Writing More Sophisticated Recursive Functions""""",10/1/2016 4:01,10/1/2016 4:01,,nan,1
+1,658,5,document event,Attempted to solve Firefox frame ,10/1/2016 4:07,10/1/2016 4:07,,nan,1
+1,658,5,window event,Attempted to solve Firefox frame ,10/1/2016 4:07,10/1/2016 4:07,,nan,1
+1,658,5,document event,Attempted to solve Firefox frame ,10/1/2016 4:07,10/1/2016 4:07,,nan,1
+1,658,5,window event,Attempted to solve Firefox frame ,10/1/2016 4:09,10/1/2016 4:09,,nan,1
+1,658,5,document event,Attempted to solve Firefox frame ,10/1/2016 4:09,10/1/2016 4:09,,nan,1
+1,658,5,window event,Attempted to solve Firefox frame ,10/1/2016 4:14,9/24/2016 20:26,,nan,2
+1,681,5,document event,Attempted to solve Chrome frame ,10/1/2016 2:38,10/1/2016 2:38,,nan,3
+1,697,5,document event,Attempted to solve Chrome frame ,10/1/2016 4:16,10/1/2016 4:16,,nan,3
+1,697,5,window event,Attempted to solve Chrome frame ,9/28/2016 15:28,9/28/2016 15:28,,nan,1
+1,937,5,document event,Attempted to solve Chrome frame ,10/1/2016 2:55,10/1/2016 2:55,,nan,1
diff --git a/InteractionPrototype3.csv b/InteractionPrototype3.csv
new file mode 100644
index 0000000..4df96d6
--- /dev/null
+++ b/InteractionPrototype3.csv
@@ -0,0 +1,82 @@
+id,user_id,inst_book_id,inst_section_id,inst_book_section_exercise_id,name,description,action_time,uiid,browser_family,browser_version,os_family,os_version,device,ip_address,created_at,updated_at,inst_course_offering_exercise_id,inst_chapter_module_id,inst_module_version_id,inst_module_section_exercise_id
+622053,576,5,553,NULL,document-ready,"User loaded the 05.01.01 - Stack Terminology""""",10/1/2016 16:26,1.47534E+12,Chrome,53,windows,,PC,24.219.193.164,10/1/2016 16:40,10/1/2016 16:40,NULL,NULL,NULL,NULL
+622054,576,5,553,NULL,window-focus,"User looking at 05.01.01 - Stack Terminology""""",10/1/2016 16:26,1.47534E+12,Chrome,53,windows,,PC,24.219.193.164,10/1/2016 16:40,10/1/2016 16:40,NULL,NULL,NULL,NULL
+622055,576,5,553,NULL,hyperlink-ui-id-2,"{href"":""#Stack_Stack_code_Processing""}""",10/1/2016 16:26,1.47534E+12,Chrome,53,windows,,PC,24.219.193.164,10/1/2016 16:40,10/1/2016 16:40,NULL,NULL,NULL,NULL
+622056,576,5,553,NULL,hyperlink-ui-id-1,"{href"":""#Stack_Stack_code_Java_Generic""}""",10/1/2016 16:26,1.47534E+12,Chrome,53,windows,,PC,24.219.193.164,10/1/2016 16:40,10/1/2016 16:40,NULL,NULL,NULL,NULL
+622057,576,5,553,NULL,hyperlink-ui-id-3,"{href"":""#Stack_Stack_code_Java""}""",10/1/2016 16:26,1.47534E+12,Chrome,53,windows,,PC,24.219.193.164,10/1/2016 16:40,10/1/2016 16:40,NULL,NULL,NULL,NULL
+622058,576,5,553,NULL,hyperlink-ui-id-1,"{href"":""#Stack_Stack_code_Java_Generic""}""",10/1/2016 16:26,1.47534E+12,Chrome,53,windows,,PC,24.219.193.164,10/1/2016 16:40,10/1/2016 16:40,NULL,NULL,NULL,NULL
+622059,576,5,553,NULL,window-blur,"User is no longer looking at 05.01.01 - Stack Terminology""""",10/1/2016 16:26,1.47534E+12,Chrome,53,windows,,PC,24.219.193.164,10/1/2016 16:40,10/1/2016 16:40,NULL,NULL,NULL,NULL
+622060,576,5,553,NULL,window-focus,"User looking at 05.01.01 - Stack Terminology""""",10/1/2016 16:38,1.47534E+12,Chrome,53,windows,,PC,24.219.193.164,10/1/2016 16:40,10/1/2016 16:40,NULL,NULL,NULL,NULL
+622061,576,5,553,NULL,window-blur,"User is no longer looking at 05.01.01 - Stack Terminology""""",10/1/2016 16:38,1.47534E+12,Chrome,53,windows,,PC,24.219.193.164,10/1/2016 16:40,10/1/2016 16:40,NULL,NULL,NULL,NULL
+622062,576,5,553,NULL,window-unload,"User closed or refreshed 05.01.01 - Stack Terminology""""",10/1/2016 16:38,1.47534E+12,Chrome,53,windows,,PC,24.219.193.164,10/1/2016 16:40,10/1/2016 16:40,NULL,NULL,NULL,NULL
+622142,707,5,549,889,odsa-exercise-init,[70],9/26/2016 20:19,1.47492E+12,Chrome,53,windows,,PC,184.170.93.188,10/1/2016 17:02,10/1/2016 17:02,NULL,NULL,NULL,NULL
+622143,707,5,549,NULL,window-focus,"User looking at 04.06.01 - Calculating Program Running Time""""",9/26/2016 20:20,1.47492E+12,Chrome,53,windows,,PC,184.170.93.188,10/1/2016 17:02,10/1/2016 17:02,NULL,NULL,NULL,NULL
+622144,707,5,549,NULL,hyperlink-ui-id-12,"{href"":""#Anal_c3p4_code_Cpp""}""",9/26/2016 20:20,1.47492E+12,Chrome,53,windows,,PC,184.170.93.188,10/1/2016 17:02,10/1/2016 17:02,NULL,NULL,NULL,NULL
+622145,707,5,549,NULL,window-blur,"User is no longer looking at 04.06.01 - Calculating Program Running Time""""",9/26/2016 20:20,1.47492E+12,Chrome,53,windows,,PC,184.170.93.188,10/1/2016 17:02,10/1/2016 17:02,NULL,NULL,NULL,NULL
+622146,707,5,549,NULL,window-focus,"User looking at 04.06.01 - Calculating Program Running Time""""",9/26/2016 20:21,1.47492E+12,Chrome,53,windows,,PC,184.170.93.188,10/1/2016 17:02,10/1/2016 17:02,NULL,NULL,NULL,NULL
+622147,707,5,549,NULL,window-blur,"User is no longer looking at 04.06.01 - Calculating Program Running Time""""",9/26/2016 20:21,1.47492E+12,Chrome,53,windows,,PC,184.170.93.188,10/1/2016 17:02,10/1/2016 17:02,NULL,NULL,NULL,NULL
+622148,707,5,549,NULL,window-focus,"User looking at 04.06.01 - Calculating Program Running Time""""",9/26/2016 20:21,1.47492E+12,Chrome,53,windows,,PC,184.170.93.188,10/1/2016 17:02,10/1/2016 17:02,NULL,NULL,NULL,NULL
+622149,707,5,549,NULL,window-blur,"User is no longer looking at 04.06.01 - Calculating Program Running Time""""",9/26/2016 20:21,1.47492E+12,Chrome,53,windows,,PC,184.170.93.188,10/1/2016 17:02,10/1/2016 17:02,NULL,NULL,NULL,NULL
+622150,707,5,549,NULL,window-focus,"User looking at 04.06.01 - Calculating Program Running Time""""",9/26/2016 20:22,1.47492E+12,Chrome,53,windows,,PC,184.170.93.188,10/1/2016 17:02,10/1/2016 17:02,NULL,NULL,NULL,NULL
+622151,707,5,549,NULL,window-blur,"User is no longer looking at 04.06.01 - Calculating Program Running Time""""",9/26/2016 20:22,1.47492E+12,Chrome,53,windows,,PC,184.170.93.188,10/1/2016 17:02,10/1/2016 17:02,NULL,NULL,NULL,NULL
+622152,707,5,549,NULL,window-focus,"User looking at 04.06.01 - Calculating Program Running Time""""",9/26/2016 20:23,1.47492E+12,Chrome,53,windows,,PC,184.170.93.188,10/1/2016 17:02,10/1/2016 17:02,NULL,NULL,NULL,NULL
+622153,707,5,549,NULL,window-blur,"User is no longer looking at 04.06.01 - Calculating Program Running Time""""",9/26/2016 20:23,1.47492E+12,Chrome,53,windows,,PC,184.170.93.188,10/1/2016 17:02,10/1/2016 17:02,NULL,NULL,NULL,NULL
+622154,707,5,544,NULL,window-focus,"User looking at 04.02.01 - Comparing Algorithms""""",9/26/2016 20:24,1.47492E+12,Chrome,53,windows,,PC,184.170.93.188,10/1/2016 17:02,10/1/2016 17:02,NULL,NULL,NULL,NULL
+622155,707,5,544,NULL,window-blur,"User is no longer looking at 04.02.01 - Comparing Algorithms""""",9/26/2016 20:24,1.47492E+12,Chrome,53,windows,,PC,184.170.93.188,10/1/2016 17:02,10/1/2016 17:02,NULL,NULL,NULL,NULL
+622156,707,5,544,NULL,window-focus,"User looking at 04.02.01 - Comparing Algorithms""""",9/26/2016 20:25,1.47492E+12,Chrome,53,windows,,PC,184.170.93.188,10/1/2016 17:02,10/1/2016 17:02,NULL,NULL,NULL,NULL
+622157,707,5,544,NULL,window-blur,"User is no longer looking at 04.02.01 - Comparing Algorithms""""",9/26/2016 20:25,1.47492E+12,Chrome,53,windows,,PC,184.170.93.188,10/1/2016 17:02,10/1/2016 17:02,NULL,NULL,NULL,NULL
+622158,707,5,544,NULL,window-focus,"User looking at 04.02.01 - Comparing Algorithms""""",9/26/2016 20:25,1.47492E+12,Chrome,53,windows,,PC,184.170.93.188,10/1/2016 17:02,10/1/2016 17:02,NULL,NULL,NULL,NULL
+622159,707,5,544,NULL,window-blur,"User is no longer looking at 04.02.01 - Comparing Algorithms""""",9/26/2016 20:25,1.47492E+12,Chrome,53,windows,,PC,184.170.93.188,10/1/2016 17:02,10/1/2016 17:02,NULL,NULL,NULL,NULL
+622160,707,5,544,NULL,window-focus,"User looking at 04.02.01 - Comparing Algorithms""""",9/26/2016 20:27,1.47492E+12,Chrome,53,windows,,PC,184.170.93.188,10/1/2016 17:02,10/1/2016 17:02,NULL,NULL,NULL,NULL
+622161,707,5,544,NULL,window-blur,"User is no longer looking at 04.02.01 - Comparing Algorithms""""",9/26/2016 20:27,1.47492E+12,Chrome,53,windows,,PC,184.170.93.188,10/1/2016 17:02,10/1/2016 17:02,NULL,NULL,NULL,NULL
+622162,707,5,549,NULL,window-focus,"User looking at 04.06.01 - Calculating Program Running Time""""",9/26/2016 20:32,1.47492E+12,Chrome,53,windows,,PC,184.170.93.188,10/1/2016 17:02,10/1/2016 17:02,NULL,NULL,NULL,NULL
+622163,707,5,549,NULL,window-blur,"User is no longer looking at 04.06.01 - Calculating Program Running Time""""",9/26/2016 20:32,1.47492E+12,Chrome,53,windows,,PC,184.170.93.188,10/1/2016 17:02,10/1/2016 17:02,NULL,NULL,NULL,NULL
+622164,707,5,545,NULL,window-unload,"User closed or refreshed 04.02.02 - Growth Rates Ordering Exercise""""",9/26/2016 20:47,1.47492E+12,Chrome,53,windows,,PC,184.170.93.188,10/1/2016 17:02,10/1/2016 17:02,NULL,NULL,NULL,NULL
+622165,707,5,549,NULL,window-focus,"User looking at 04.06.01 - Calculating Program Running Time""""",9/26/2016 20:47,1.47492E+12,Chrome,53,windows,,PC,184.170.93.188,10/1/2016 17:02,10/1/2016 17:02,NULL,NULL,NULL,NULL
+622166,707,5,549,NULL,window-blur,"User is no longer looking at 04.06.01 - Calculating Program Running Time""""",9/26/2016 20:47,1.47492E+12,Chrome,53,windows,,PC,184.170.93.188,10/1/2016 17:02,10/1/2016 17:02,NULL,NULL,NULL,NULL
+622167,707,5,544,NULL,window-focus,"User looking at 04.02.01 - Comparing Algorithms""""",9/26/2016 20:47,1.47492E+12,Chrome,53,windows,,PC,184.170.93.188,10/1/2016 17:02,10/1/2016 17:02,NULL,NULL,NULL,NULL
+622168,707,5,544,NULL,window-blur,"User is no longer looking at 04.02.01 - Comparing Algorithms""""",9/26/2016 20:47,1.47492E+12,Chrome,53,windows,,PC,184.170.93.188,10/1/2016 17:02,10/1/2016 17:02,NULL,NULL,NULL,NULL
+622169,707,5,544,NULL,window-focus,"User looking at 04.02.01 - Comparing Algorithms""""",9/26/2016 20:56,1.47492E+12,Chrome,53,windows,,PC,184.170.93.188,10/1/2016 17:02,10/1/2016 17:02,NULL,NULL,NULL,NULL
+622170,707,5,544,NULL,window-blur,"User is no longer looking at 04.02.01 - Comparing Algorithms""""",9/26/2016 20:56,1.47492E+12,Chrome,53,windows,,PC,184.170.93.188,10/1/2016 17:02,10/1/2016 17:02,NULL,NULL,NULL,NULL
+622171,707,5,549,NULL,window-focus,"User looking at 04.06.01 - Calculating Program Running Time""""",9/26/2016 20:58,1.47492E+12,Chrome,53,windows,,PC,184.170.93.188,10/1/2016 17:02,10/1/2016 17:02,NULL,NULL,NULL,NULL
+622172,707,5,549,NULL,window-blur,"User is no longer looking at 04.06.01 - Calculating Program Running Time""""",9/26/2016 20:58,1.47492E+12,Chrome,53,windows,,PC,184.170.93.188,10/1/2016 17:02,10/1/2016 17:02,NULL,NULL,NULL,NULL
+622173,707,5,544,NULL,window-unload,"User closed or refreshed 04.02.01 - Comparing Algorithms""""",9/26/2016 20:58,1.47492E+12,Chrome,53,windows,,PC,184.170.93.188,10/1/2016 17:02,10/1/2016 17:02,NULL,NULL,NULL,NULL
+622174,707,5,549,NULL,window-focus,"User looking at 04.06.01 - Calculating Program Running Time""""",9/26/2016 20:58,1.47492E+12,Chrome,53,windows,,PC,184.170.93.188,10/1/2016 17:02,10/1/2016 17:02,NULL,NULL,NULL,NULL
+622175,707,5,549,NULL,window-blur,"User is no longer looking at 04.06.01 - Calculating Program Running Time""""",9/26/2016 20:58,1.47492E+12,Chrome,53,windows,,PC,184.170.93.188,10/1/2016 17:02,10/1/2016 17:02,NULL,NULL,NULL,NULL
+622176,707,5,549,NULL,window-focus,"User looking at 04.06.01 - Calculating Program Running Time""""",9/26/2016 20:58,1.47492E+12,Chrome,53,windows,,PC,184.170.93.188,10/1/2016 17:02,10/1/2016 17:02,NULL,NULL,NULL,NULL
+622177,707,5,549,NULL,window-blur,"User is no longer looking at 04.06.01 - Calculating Program Running Time""""",9/26/2016 20:58,1.47492E+12,Chrome,53,windows,,PC,184.170.93.188,10/1/2016 17:02,10/1/2016 17:02,NULL,NULL,NULL,NULL
+622178,707,5,549,NULL,window-focus,"User looking at 04.06.01 - Calculating Program Running Time""""",9/26/2016 21:00,1.47492E+12,Chrome,53,windows,,PC,184.170.93.188,10/1/2016 17:02,10/1/2016 17:02,NULL,NULL,NULL,NULL
+622179,707,5,549,NULL,window-blur,"User is no longer looking at 04.06.01 - Calculating Program Running Time""""",9/26/2016 21:00,1.47492E+12,Chrome,53,windows,,PC,184.170.93.188,10/1/2016 17:02,10/1/2016 17:02,NULL,NULL,NULL,NULL
+622180,707,5,551,NULL,window-focus,"User looking at 04.07.01 - Summary Exercise: CS2""""",9/26/2016 21:05,1.47492E+12,Chrome,53,windows,,PC,184.170.93.188,10/1/2016 17:02,10/1/2016 17:02,NULL,NULL,NULL,NULL
+622181,707,5,551,NULL,window-blur,"User is no longer looking at 04.07.01 - Summary Exercise: CS2""""",9/26/2016 21:05,1.47492E+12,Chrome,53,windows,,PC,184.170.93.188,10/1/2016 17:02,10/1/2016 17:02,NULL,NULL,NULL,NULL
+622182,707,5,551,NULL,window-unload,"User closed or refreshed 04.07.01 - Summary Exercise: CS2""""",9/26/2016 21:05,1.47492E+12,Chrome,53,windows,,PC,184.170.93.188,10/1/2016 17:02,10/1/2016 17:02,NULL,NULL,NULL,NULL
+622183,707,5,549,NULL,window-focus,"User looking at 04.06.01 - Calculating Program Running Time""""",9/26/2016 21:05,1.47492E+12,Chrome,53,windows,,PC,184.170.93.188,10/1/2016 17:02,10/1/2016 17:02,NULL,NULL,NULL,NULL
+622184,707,5,549,NULL,window-blur,"User is no longer looking at 04.06.01 - Calculating Program Running Time""""",9/26/2016 21:05,1.47492E+12,Chrome,53,windows,,PC,184.170.93.188,10/1/2016 17:02,10/1/2016 17:02,NULL,NULL,NULL,NULL
+622185,707,5,549,NULL,window-focus,"User looking at 04.06.01 - Calculating Program Running Time""""",9/26/2016 21:12,1.47492E+12,Chrome,53,windows,,PC,184.170.93.188,10/1/2016 17:02,10/1/2016 17:02,NULL,NULL,NULL,NULL
+622186,707,5,549,NULL,window-blur,"User is no longer looking at 04.06.01 - Calculating Program Running Time""""",9/26/2016 21:12,1.47492E+12,Chrome,53,windows,,PC,184.170.93.188,10/1/2016 17:02,10/1/2016 17:02,NULL,NULL,NULL,NULL
+622187,707,5,549,NULL,window-focus,"User looking at 04.06.01 - Calculating Program Running Time""""",9/26/2016 21:12,1.47492E+12,Chrome,53,windows,,PC,184.170.93.188,10/1/2016 17:02,10/1/2016 17:02,NULL,NULL,NULL,NULL
+622188,707,5,549,NULL,window-blur,"User is no longer looking at 04.06.01 - Calculating Program Running Time""""",9/26/2016 21:12,1.47492E+12,Chrome,53,windows,,PC,184.170.93.188,10/1/2016 17:02,10/1/2016 17:02,NULL,NULL,NULL,NULL
+622189,707,5,549,NULL,window-focus,"User looking at 04.06.01 - Calculating Program Running Time""""",9/26/2016 21:12,1.47492E+12,Chrome,53,windows,,PC,184.170.93.188,10/1/2016 17:02,10/1/2016 17:02,NULL,NULL,NULL,NULL
+622190,707,5,549,NULL,window-blur,"User is no longer looking at 04.06.01 - Calculating Program Running Time""""",9/26/2016 21:12,1.47492E+12,Chrome,53,windows,,PC,184.170.93.188,10/1/2016 17:02,10/1/2016 17:02,NULL,NULL,NULL,NULL
+622191,707,5,550,NULL,window-unload,"User closed or refreshed 04.06.02 - Summary Exercise""""",9/26/2016 21:14,1.47492E+12,Chrome,53,windows,,PC,184.170.93.188,10/1/2016 17:02,10/1/2016 17:02,NULL,NULL,NULL,NULL
+622192,707,5,549,NULL,window-focus,"User looking at 04.06.01 - Calculating Program Running Time""""",9/26/2016 21:14,1.47492E+12,Chrome,53,windows,,PC,184.170.93.188,10/1/2016 17:02,10/1/2016 17:02,NULL,NULL,NULL,NULL
+622193,707,5,549,NULL,hyperlink-ui-id-4,"{href"":""#Anal_c3p2_code_Cpp""}""",9/26/2016 21:14,1.47492E+12,Chrome,53,windows,,PC,184.170.93.188,10/1/2016 17:02,10/1/2016 17:02,NULL,NULL,NULL,NULL
+622194,707,5,549,NULL,hyperlink-ui-id-8,"{href"":""#Anal_c3p3_code_Cpp""}""",9/26/2016 21:14,1.47492E+12,Chrome,53,windows,,PC,184.170.93.188,10/1/2016 17:02,10/1/2016 17:02,NULL,NULL,NULL,NULL
+622195,707,5,549,NULL,hyperlink-ui-id-7,"{href"":""#Anal_c3p3_code_Java""}""",9/26/2016 21:14,1.47492E+12,Chrome,53,windows,,PC,184.170.93.188,10/1/2016 17:02,10/1/2016 17:02,NULL,NULL,NULL,NULL
+622196,707,5,549,NULL,hyperlink-ui-id-6,"{href"":""#Anal_c3p3_code_Processing""}""",9/26/2016 21:14,1.47492E+12,Chrome,53,windows,,PC,184.170.93.188,10/1/2016 17:02,10/1/2016 17:02,NULL,NULL,NULL,NULL
+622197,707,5,549,NULL,hyperlink-ui-id-8,"{href"":""#Anal_c3p3_code_Cpp""}""",9/26/2016 21:14,1.47492E+12,Chrome,53,windows,,PC,184.170.93.188,10/1/2016 17:02,10/1/2016 17:02,NULL,NULL,NULL,NULL
+622198,707,5,549,NULL,window-blur,"User is no longer looking at 04.06.01 - Calculating Program Running Time""""",9/26/2016 21:14,1.47492E+12,Chrome,53,windows,,PC,184.170.93.188,10/1/2016 17:02,10/1/2016 17:02,NULL,NULL,NULL,NULL
+622199,707,5,552,NULL,window-unload,"User closed or refreshed 04.07.02 - Summary Exercise: CS3""""",9/26/2016 21:22,1.47492E+12,Chrome,53,windows,,PC,184.170.93.188,10/1/2016 17:02,10/1/2016 17:02,NULL,NULL,NULL,NULL
+622200,707,5,549,NULL,window-focus,"User looking at 04.06.01 - Calculating Program Running Time""""",9/26/2016 21:22,1.47492E+12,Chrome,53,windows,,PC,184.170.93.188,10/1/2016 17:02,10/1/2016 17:02,NULL,NULL,NULL,NULL
+622201,707,5,549,NULL,window-blur,"User is no longer looking at 04.06.01 - Calculating Program Running Time""""",9/26/2016 21:22,1.47492E+12,Chrome,53,windows,,PC,184.170.93.188,10/1/2016 17:02,10/1/2016 17:02,NULL,NULL,NULL,NULL
+622202,707,5,549,NULL,window-focus,"User looking at 04.06.01 - Calculating Program Running Time""""",9/26/2016 21:23,1.47492E+12,Chrome,53,windows,,PC,184.170.93.188,10/1/2016 17:02,10/1/2016 17:02,NULL,NULL,NULL,NULL
+622203,707,5,549,NULL,window-blur,"User is no longer looking at 04.06.01 - Calculating Program Running Time""""",9/26/2016 21:23,1.47492E+12,Chrome,53,windows,,PC,184.170.93.188,10/1/2016 17:02,10/1/2016 17:02,NULL,NULL,NULL,NULL
+622204,707,5,549,NULL,window-unload,"User closed or refreshed 04.06.01 - Calculating Program Running Time""""",9/28/2016 21:19,1.47492E+12,Chrome,53,windows,,PC,184.170.93.188,10/1/2016 17:02,10/1/2016 17:02,NULL,NULL,NULL,NULL
+622205,707,5,554,NULL,document-ready,"User loaded the 05.01.02 - Array-Based Stacks""""",10/1/2016 17:01,1.47534E+12,Chrome,53,windows,,PC,184.170.93.188,10/1/2016 17:02,10/1/2016 17:02,NULL,NULL,NULL,NULL
+622206,707,5,555,NULL,document-ready,"User loaded the 05.01.03 - Pop""""",10/1/2016 17:01,1.47534E+12,Chrome,53,windows,,PC,184.170.93.188,10/1/2016 17:02,10/1/2016 17:02,NULL,NULL,NULL,NULL
+622207,707,5,556,NULL,document-ready,"User loaded the 05.02.01 - Linked Stack Implementation""""",10/1/2016 17:01,1.47534E+12,Chrome,53,windows,,PC,184.170.93.188,10/1/2016 17:02,10/1/2016 17:02,NULL,NULL,NULL,NULL
+622208,707,5,557,NULL,document-ready,"User loaded the 05.02.02 - Linked Stack Pop""""",10/1/2016 17:01,1.47534E+12,Chrome,53,windows,,PC,184.170.93.188,10/1/2016 17:02,10/1/2016 17:02,NULL,NULL,NULL,NULL
+622225,707,5,554,NULL,window-focus,"User looking at 05.01.02 - Array-Based Stacks""""",10/1/2016 17:07,1.47534E+12,Chrome,53,windows,,PC,184.170.93.188,10/1/2016 17:08,10/1/2016 17:08,NULL,NULL,NULL,NULL
+622226,707,5,554,896,jsav-forward,"{ev_num"":0currentStep:3}""",10/1/2016 17:07,1.47534E+12,Chrome,53,windows,,PC,184.170.93.188,10/1/2016 17:08,10/1/2016 17:08,NULL,NULL,NULL,NULL
+622227,707,5,554,896,jsav-forward,"{ev_num"":1currentStep:3}""",10/1/2016 17:07,1.47534E+12,Chrome,53,windows,,PC,184.170.93.188,10/1/2016 17:08,10/1/2016 17:08,NULL,NULL,NULL,NULL
+622228,707,5,554,896,jsav-forward,"{ev_num"":2currentStep:3}""",10/1/2016 17:07,1.47534E+12,Chrome,53,windows,,PC,184.170.93.188,10/1/2016 17:08,10/1/2016 17:08,NULL,NULL,NULL,NULL
diff --git a/InteractionPrototype3.csv_merged_result_unannotated.csv b/InteractionPrototype3.csv_merged_result_unannotated.csv
new file mode 100644
index 0000000..cbb2d47
--- /dev/null
+++ b/InteractionPrototype3.csv_merged_result_unannotated.csv
@@ -0,0 +1,76 @@
+session,user ID,Inst Book,Event name,Event Description,Start time,End Time,Action Time,Exercise Type,Number of events
+1,576,5,document event,Attempted to solve Chrome frame ,10/1/2016 16:26,10/1/2016 16:26,,nan,1
+1,576,5,Window open,Attempted to solve Chrome frame ,10/1/2016 16:26,10/1/2016 16:26,Reading time: 0.0 sec,nan,1
+1,576,5,Other event,Attempted to solve Chrome frame ,10/1/2016 16:26,10/1/2016 16:26,,nan,1
+1,576,5,Other event,Attempted to solve Chrome frame ,10/1/2016 16:26,10/1/2016 16:26,,nan,1
+1,576,5,Other event,Attempted to solve Chrome frame ,10/1/2016 16:26,10/1/2016 16:26,,nan,1
+1,576,5,Other event,Attempted to solve Chrome frame ,10/1/2016 16:26,10/1/2016 16:26,,nan,1
+1,576,5,window event,Attempted to solve Chrome frame ,10/1/2016 16:26,10/1/2016 16:26,,nan,1
+2,576,5,Window open,Attempted to solve Chrome frame ,10/1/2016 16:38,10/1/2016 16:38,Reading time: 0.0 sec,nan,1
+2,576,5,window event,Attempted to solve Chrome frame ,10/1/2016 16:38,10/1/2016 16:38,,nan,1
+2,576,5,window event,Attempted to solve Chrome frame ,10/1/2016 16:38,10/1/2016 16:38,,nan,1
+1,707,5,document event,Attempted to solve Chrome frame ,10/1/2016 17:01,10/1/2016 17:01,,nan,4
+1,707,5,Window open,Attempted to solve Chrome frame ,10/1/2016 17:07,10/1/2016 17:07,Reading time: 0.0 sec,nan,1
+1,707,5,FF event,Attempted to solve Chrome frame ,10/1/2016 17:07,10/1/2016 17:07,0.0 seconds,nan,3
+1,707,5,PE event,Attempted to solve Chrome frame ,9/26/2016 20:19,9/26/2016 20:19,0.0 seconds,nan,1
+1,707,5,Window open,Attempted to solve Chrome frame ,9/26/2016 20:20,9/26/2016 20:20,Reading time: 0.0 sec,nan,1
+1,707,5,Other event,Attempted to solve Chrome frame ,9/26/2016 20:20,9/26/2016 20:20,,nan,1
+1,707,5,Window close,Attempted to solve Chrome frame ,9/26/2016 20:20,9/26/2016 20:20,Away time: 60.0 sec,nan,1
+1,707,5,Window open,Attempted to solve Chrome frame ,9/26/2016 20:21,9/26/2016 20:21,Reading time: 0.0 sec,nan,1
+1,707,5,Window close,Attempted to solve Chrome frame ,9/26/2016 20:21,9/26/2016 20:21,Away time: 0.0 sec,nan,1
+1,707,5,Window open,Attempted to solve Chrome frame ,9/26/2016 20:21,9/26/2016 20:21,Reading time: 0.0 sec,nan,1
+1,707,5,Window close,Attempted to solve Chrome frame ,9/26/2016 20:21,9/26/2016 20:21,Away time: 60.0 sec,nan,1
+1,707,5,Window open,Attempted to solve Chrome frame ,9/26/2016 20:22,9/26/2016 20:22,Reading time: 0.0 sec,nan,1
+1,707,5,Window close,Attempted to solve Chrome frame ,9/26/2016 20:22,9/26/2016 20:22,Away time: 60.0 sec,nan,1
+1,707,5,Window open,Attempted to solve Chrome frame ,9/26/2016 20:23,9/26/2016 20:23,Reading time: 0.0 sec,nan,1
+1,707,5,Window close,Attempted to solve Chrome frame ,9/26/2016 20:23,9/26/2016 20:23,Away time: 60.0 sec,nan,1
+1,707,5,Window open,Attempted to solve Chrome frame ,9/26/2016 20:24,9/26/2016 20:24,Reading time: 0.0 sec,nan,1
+1,707,5,Window close,Attempted to solve Chrome frame ,9/26/2016 20:24,9/26/2016 20:24,Away time: 60.0 sec,nan,1
+1,707,5,Window open,Attempted to solve Chrome frame ,9/26/2016 20:25,9/26/2016 20:25,Reading time: 0.0 sec,nan,1
+1,707,5,Window close,Attempted to solve Chrome frame ,9/26/2016 20:25,9/26/2016 20:25,Away time: 0.0 sec,nan,1
+1,707,5,Window open,Attempted to solve Chrome frame ,9/26/2016 20:25,9/26/2016 20:25,Reading time: 0.0 sec,nan,1
+1,707,5,Window close,Attempted to solve Chrome frame ,9/26/2016 20:25,9/26/2016 20:25,Away time: 120.0 sec,nan,1
+1,707,5,Window open,Attempted to solve Chrome frame ,9/26/2016 20:27,9/26/2016 20:27,Reading time: 0.0 sec,nan,1
+1,707,5,Window close,Attempted to solve Chrome frame ,9/26/2016 20:27,9/26/2016 20:27,Away time: 300.0 sec,nan,1
+1,707,5,Window open,Attempted to solve Chrome frame ,9/26/2016 20:32,9/26/2016 20:32,Reading time: 0.0 sec,nan,1
+1,707,5,window event,Attempted to solve Chrome frame ,9/26/2016 20:32,9/26/2016 20:32,,nan,1
+2,707,5,window event,Attempted to solve Chrome frame ,9/26/2016 20:47,9/26/2016 20:47,,nan,1
+2,707,5,Window open,Attempted to solve Chrome frame ,9/26/2016 20:47,9/26/2016 20:47,Reading time: 0.0 sec,nan,1
+2,707,5,Window close,Attempted to solve Chrome frame ,9/26/2016 20:47,9/26/2016 20:47,Away time: 0.0 sec,nan,1
+2,707,5,Window open,Attempted to solve Chrome frame ,9/26/2016 20:47,9/26/2016 20:47,Reading time: 0.0 sec,nan,1
+2,707,5,Window close,Attempted to solve Chrome frame ,9/26/2016 20:47,9/26/2016 20:47,Away time: 540.0 sec,nan,1
+2,707,5,Window open,Attempted to solve Chrome frame ,9/26/2016 20:56,9/26/2016 20:56,Reading time: 0.0 sec,nan,1
+2,707,5,Window close,Attempted to solve Chrome frame ,9/26/2016 20:56,9/26/2016 20:56,Away time: 120.0 sec,nan,1
+2,707,5,Window open,Attempted to solve Chrome frame ,9/26/2016 20:58,9/26/2016 20:58,Reading time: 0.0 sec,nan,1
+2,707,5,window event,Attempted to solve Chrome frame ,9/26/2016 20:58,9/26/2016 20:58,,nan,1
+2,707,5,window event,Attempted to solve Chrome frame ,9/26/2016 20:58,9/26/2016 20:58,,nan,1
+2,707,5,Window open,Attempted to solve Chrome frame ,9/26/2016 20:58,9/26/2016 20:58,Reading time: 0.0 sec,nan,1
+2,707,5,Window close,Attempted to solve Chrome frame ,9/26/2016 20:58,9/26/2016 20:58,Away time: 0.0 sec,nan,1
+2,707,5,Window open,Attempted to solve Chrome frame ,9/26/2016 20:58,9/26/2016 20:58,Reading time: 0.0 sec,nan,1
+2,707,5,Window close,Attempted to solve Chrome frame ,9/26/2016 20:58,9/26/2016 20:58,Away time: 120.0 sec,nan,1
+2,707,5,Window open,Attempted to solve Chrome frame ,9/26/2016 21:00,9/26/2016 21:00,Reading time: 0.0 sec,nan,1
+2,707,5,Window close,Attempted to solve Chrome frame ,9/26/2016 21:00,9/26/2016 21:00,Away time: 300.0 sec,nan,1
+2,707,5,Window open,Attempted to solve Chrome frame ,9/26/2016 21:05,9/26/2016 21:05,Reading time: 0.0 sec,nan,1
+2,707,5,window event,Attempted to solve Chrome frame ,9/26/2016 21:05,9/26/2016 21:05,,nan,1
+2,707,5,window event,Attempted to solve Chrome frame ,9/26/2016 21:05,9/26/2016 21:05,,nan,1
+2,707,5,Window open,Attempted to solve Chrome frame ,9/26/2016 21:05,9/26/2016 21:05,Reading time: 0.0 sec,nan,1
+2,707,5,Window close,Attempted to solve Chrome frame ,9/26/2016 21:05,9/26/2016 21:05,Away time: 420.0 sec,nan,1
+2,707,5,Window open,Attempted to solve Chrome frame ,9/26/2016 21:12,9/26/2016 21:12,Reading time: 0.0 sec,nan,1
+2,707,5,Window close,Attempted to solve Chrome frame ,9/26/2016 21:12,9/26/2016 21:12,Away time: 0.0 sec,nan,1
+2,707,5,Window open,Attempted to solve Chrome frame ,9/26/2016 21:12,9/26/2016 21:12,Reading time: 0.0 sec,nan,1
+2,707,5,Window close,Attempted to solve Chrome frame ,9/26/2016 21:12,9/26/2016 21:12,Away time: 0.0 sec,nan,1
+2,707,5,Window open,Attempted to solve Chrome frame ,9/26/2016 21:12,9/26/2016 21:12,Reading time: 0.0 sec,nan,1
+2,707,5,window event,Attempted to solve Chrome frame ,9/26/2016 21:12,9/26/2016 21:12,,nan,1
+2,707,5,window event,Attempted to solve Chrome frame ,9/26/2016 21:14,9/26/2016 21:14,,nan,1
+2,707,5,Window open,Attempted to solve Chrome frame ,9/26/2016 21:14,9/26/2016 21:14,Reading time: 0.0 sec,nan,1
+2,707,5,Other event,Attempted to solve Chrome frame ,9/26/2016 21:14,9/26/2016 21:14,,nan,1
+2,707,5,Other event,Attempted to solve Chrome frame ,9/26/2016 21:14,9/26/2016 21:14,,nan,1
+2,707,5,Other event,Attempted to solve Chrome frame ,9/26/2016 21:14,9/26/2016 21:14,,nan,1
+2,707,5,Other event,Attempted to solve Chrome frame ,9/26/2016 21:14,9/26/2016 21:14,,nan,1
+2,707,5,Other event,Attempted to solve Chrome frame ,9/26/2016 21:14,9/26/2016 21:14,,nan,1
+2,707,5,window event,Attempted to solve Chrome frame ,9/26/2016 21:14,9/26/2016 21:14,,nan,1
+2,707,5,window event,Attempted to solve Chrome frame ,9/26/2016 21:22,9/26/2016 21:22,,nan,1
+2,707,5,Window open,Attempted to solve Chrome frame ,9/26/2016 21:22,9/26/2016 21:22,Reading time: 0.0 sec,nan,1
+2,707,5,Window close,Attempted to solve Chrome frame ,9/26/2016 21:22,9/26/2016 21:22,Away time: 60.0 sec,nan,1
+2,707,5,Window open,Attempted to solve Chrome frame ,9/26/2016 21:23,9/26/2016 21:23,Reading time: 0.0 sec,nan,1
+2,707,5,window event,Attempted to solve Chrome frame ,9/26/2016 21:23,9/26/2016 21:23,,nan,1
diff --git a/abstracting_script.py b/abstracting_script.py
index e95a7a5..353dcea 100644
--- a/abstracting_script.py
+++ b/abstracting_script.py
@@ -335,7 +335,7 @@ def abstract(file_name):
                 
 start_time = time.time()
 
-abstract("InteractionPrototype2.csv") 
+abstract("InteractionPrototype3.csv") 
 print(total_session_count, total_session_time)
 print("--- %s seconds ---" % (time.time() - start_time))
 
-- 
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