Row
int64
1
11.3k
Sample Name
float64
Transaction Id
float64
Anon Student Id
stringclasses
54 values
Session Id
float64
Time Zone
int64
1,664B
1,681B
Duration (sec)
float64
Student Response Type
float64
Student Response Subtype
float64
Tutor Response Type
float64
Tutor Response Subtype
float64
Level (Workspace Id)
stringclasses
1 value
Problem Name
stringclasses
184 values
Problem View
float64
Problem Start Time
float64
Step Name
stringclasses
17 values
Attempt At Step
int64
0
12
Is Last Attempt
float64
Outcome
stringclasses
6 values
Selection
float64
Action
stringclasses
3 values
Input
float64
Feedback Text
float64
Feedback Classification
float64
Help Level
int64
0
4
Total Num Hints
float64
KC (MATHia)
float64
KC Category (MATHia)
float64
KC (Single-KC)
float64
KC Category (Single-KC)
float64
KC (Unique-step)
float64
KC Category (Unique-step)
float64
School
stringclasses
5 values
Class
float64
CF (Ruleid)
float64
CF (Semantic Event Id)
float64
CF (Skill New p-Known)
float64
CF (Skill Previous p-Known)
float64
CF (Workspace Progress Status)
stringclasses
2 values
Event Type
float64
5,921
null
null
stu_LEFXZ04313
null
1,666,630,773,002
null
null
null
null
null
ratio_proportion_change3
ratio_proportion_change3-037
null
null
FinalAnswer
3
null
ERROR
null
Attempt
null
null
null
0
null
null
null
null
null
null
null
sch_YLQVC16920
null
null
null
null
null
GRADUATED
null
5,922
null
null
stu_LEFXZ04313
null
1,666,630,773,005
null
null
null
null
null
ratio_proportion_change3
ratio_proportion_change3-037
null
null
FinalAnswer
0
null
INITIAL_HINT
null
Hint Request
null
null
null
2
null
null
null
null
null
null
null
sch_YLQVC16920
null
null
null
null
null
GRADUATED
null
5,923
null
null
stu_LEFXZ04313
null
1,666,630,777,537
null
null
null
null
null
ratio_proportion_change3
ratio_proportion_change3-037
null
null
FinalAnswer
0
null
HINT_LEVEL_CHANGE
null
Hint Level Change
null
null
null
3
null
null
null
null
null
null
null
sch_YLQVC16920
null
null
null
null
null
GRADUATED
null
5,924
null
null
stu_LEFXZ04313
null
1,666,630,783,641
null
null
null
null
null
ratio_proportion_change3
ratio_proportion_change3-037
null
null
FinalAnswer
4
null
OK
null
Attempt
null
null
null
0
null
null
null
null
null
null
null
sch_YLQVC16920
null
null
null
null
null
GRADUATED
null