Row
int64
1
16k
Sample Name
float64
Transaction Id
float64
Anon Student Id
stringclasses
97 values
Session Id
float64
Time Zone
int64
1,664B
1,686B
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
194 values
Problem View
float64
Problem Start Time
float64
Step Name
stringclasses
17 values
Attempt At Step
int64
0
21
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
8,063
null
null
stu_UVZBZ61447
null
1,685,131,190,514
null
null
null
null
null
ratio_proportion_change3
ratio_proportion_change3-050
null
null
DenominatorQuantity1
1
null
OK
null
Attempt
null
null
null
0
null
null
null
null
null
null
null
sch_FXIPX32103
null
null
null
null
null
GRADUATED
null
8,064
null
null
stu_UVZBZ61447
null
1,685,131,194,742
null
null
null
null
null
ratio_proportion_change3
ratio_proportion_change3-050
null
null
NumeratorQuantity1
1
null
OK
null
Attempt
null
null
null
0
null
null
null
null
null
null
null
sch_FXIPX32103
null
null
null
null
null
GRADUATED
null
8,065
null
null
stu_UVZBZ61447
null
1,685,131,220,353
null
null
null
null
null
ratio_proportion_change3
ratio_proportion_change3-050
null
null
FinalAnswer
1
null
JIT
null
Attempt
null
null
null
0
null
null
null
null
null
null
null
sch_FXIPX32103
null
null
null
null
null
GRADUATED
null
8,066
null
null
stu_UVZBZ61447
null
1,685,131,232,493
null
null
null
null
null
ratio_proportion_change3
ratio_proportion_change3-050
null
null
OptionalTask_2
1
null
OK
null
Attempt
null
null
null
0
null
null
null
null
null
null
null
sch_FXIPX32103
null
null
null
null
null
GRADUATED
null
8,067
null
null
stu_UVZBZ61447
null
1,685,131,235,820
null
null
null
null
null
ratio_proportion_change3
ratio_proportion_change3-050
null
null
FirstRow1:1
1
null
OK
null
Attempt
null
null
null
0
null
null
null
null
null
null
null
sch_FXIPX32103
null
null
null
null
null
GRADUATED
null
8,068
null
null
stu_UVZBZ61447
null
1,685,131,237,608
null
null
null
null
null
ratio_proportion_change3
ratio_proportion_change3-050
null
null
FirstRow1:2
1
null
JIT
null
Attempt
null
null
null
0
null
null
null
null
null
null
null
sch_FXIPX32103
null
null
null
null
null
GRADUATED
null
8,069
null
null
stu_UVZBZ61447
null
1,685,131,241,263
null
null
null
null
null
ratio_proportion_change3
ratio_proportion_change3-050
null
null
FirstRow1:2
2
null
OK
null
Attempt
null
null
null
0
null
null
null
null
null
null
null
sch_FXIPX32103
null
null
null
null
null
GRADUATED
null
8,070
null
null
stu_UVZBZ61447
null
1,685,131,243,603
null
null
null
null
null
ratio_proportion_change3
ratio_proportion_change3-050
null
null
FirstRow2:1
1
null
OK
null
Attempt
null
null
null
0
null
null
null
null
null
null
null
sch_FXIPX32103
null
null
null
null
null
GRADUATED
null
8,071
null
null
stu_UVZBZ61447
null
1,685,131,245,406
null
null
null
null
null
ratio_proportion_change3
ratio_proportion_change3-050
null
null
FirstRow2:2
1
null
OK
null
Attempt
null
null
null
0
null
null
null
null
null
null
null
sch_FXIPX32103
null
null
null
null
null
GRADUATED
null
8,072
null
null
stu_UVZBZ61447
null
1,685,131,253,555
null
null
null
null
null
ratio_proportion_change3
ratio_proportion_change3-050
null
null
SecondRow
1
null
OK
null
Attempt
null
null
null
0
null
null
null
null
null
null
null
sch_FXIPX32103
null
null
null
null
null
GRADUATED
null
8,073
null
null
stu_UVZBZ61447
null
1,685,131,261,291
null
null
null
null
null
ratio_proportion_change3
ratio_proportion_change3-050
null
null
ThirdRow
1
null
OK
null
Attempt
null
null
null
0
null
null
null
null
null
null
null
sch_FXIPX32103
null
null
null
null
null
GRADUATED
null
8,074
null
null
stu_UVZBZ61447
null
1,685,131,263,010
null
null
null
null
null
ratio_proportion_change3
ratio_proportion_change3-050
null
null
FinalAnswer
2
null
JIT
null
Attempt
null
null
null
0
null
null
null
null
null
null
null
sch_FXIPX32103
null
null
null
null
null
GRADUATED
null
8,075
null
null
stu_UVZBZ61447
null
1,685,131,273,543
null
null
null
null
null
ratio_proportion_change3
ratio_proportion_change3-050
null
null
FinalAnswer
3
null
ERROR
null
Attempt
null
null
null
0
null
null
null
null
null
null
null
sch_FXIPX32103
null
null
null
null
null
GRADUATED
null
8,076
null
null
stu_UVZBZ61447
null
1,685,131,273,551
null
null
null
null
null
ratio_proportion_change3
ratio_proportion_change3-050
null
null
FinalAnswer
0
null
INITIAL_HINT
null
Hint Request
null
null
null
2
null
null
null
null
null
null
null
sch_FXIPX32103
null
null
null
null
null
GRADUATED
null
8,077
null
null
stu_UVZBZ61447
null
1,685,131,279,113
null
null
null
null
null
ratio_proportion_change3
ratio_proportion_change3-050
null
null
FinalAnswer
0
null
HINT_LEVEL_CHANGE
null
Hint Level Change
null
null
null
3
null
null
null
null
null
null
null
sch_FXIPX32103
null
null
null
null
null
GRADUATED
null
8,078
null
null
stu_UVZBZ61447
null
1,685,131,281,826
null
null
null
null
null
ratio_proportion_change3
ratio_proportion_change3-050
null
null
FinalAnswer
4
null
OK
null
Attempt
null
null
null
0
null
null
null
null
null
null
null
sch_FXIPX32103
null
null
null
null
null
GRADUATED
null