Row
int64 1
14.8k
| Sample Name
float64 | Transaction Id
float64 | Anon Student Id
stringclasses 75
values | Session Id
float64 | Time Zone
int64 1,666B
1,685B
| 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 191
values | Problem View
float64 | Problem Start Time
float64 | Step Name
stringclasses 17
values | Attempt At Step
int64 0
15
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
7,593 | null | null |
stu_VPUYK73444
| null | 1,668,620,105,785 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-059
| null | null |
FinalAnswer
| 3 | null |
JIT
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_JFOWP90543
| null | null | null | null | null |
PROMOTED
| null |
7,594 | null | null |
stu_VPUYK73444
| null | 1,668,620,114,303 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-059
| null | null |
FinalAnswer
| 4 | null |
ERROR
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_JFOWP90543
| null | null | null | null | null |
PROMOTED
| null |
7,595 | null | null |
stu_VPUYK73444
| null | 1,668,620,114,322 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-059
| null | null |
FinalAnswer
| 0 | null |
INITIAL_HINT
| null |
Hint Request
| null | null | null | 2 | null | null | null | null | null | null | null |
sch_JFOWP90543
| null | null | null | null | null |
PROMOTED
| null |
7,596 | null | null |
stu_VPUYK73444
| null | 1,668,620,130,620 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-059
| null | null |
FinalAnswer
| 5 | null |
JIT
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_JFOWP90543
| null | null | null | null | null |
PROMOTED
| null |
7,597 | null | null |
stu_VPUYK73444
| null | 1,668,620,169,789 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-059
| null | null |
OptionalTask_1
| 1 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_JFOWP90543
| null | null | null | null | null |
PROMOTED
| null |
7,598 | null | null |
stu_VPUYK73444
| null | 1,668,620,177,597 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-059
| null | null |
OptionalTask_2
| 1 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_JFOWP90543
| null | null | null | null | null |
PROMOTED
| null |
7,599 | null | null |
stu_VPUYK73444
| null | 1,668,620,184,346 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-059
| null | null |
NumeratorFactor
| 1 | null |
ERROR
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_JFOWP90543
| null | null | null | null | null |
PROMOTED
| null |
7,600 | null | null |
stu_VPUYK73444
| null | 1,668,620,190,351 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-059
| null | null |
NumeratorFactor
| 2 | null |
ERROR
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_JFOWP90543
| null | null | null | null | null |
PROMOTED
| null |
7,601 | null | null |
stu_VPUYK73444
| null | 1,668,620,195,341 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-059
| null | null |
NumeratorFactor
| 3 | null |
ERROR
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_JFOWP90543
| null | null | null | null | null |
PROMOTED
| null |
7,602 | null | null |
stu_VPUYK73444
| null | 1,668,620,195,361 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-059
| null | null |
DenominatorFactor
| 0 | null |
INITIAL_HINT
| null |
Hint Request
| null | null | null | 2 | null | null | null | null | null | null | null |
sch_JFOWP90543
| null | null | null | null | null |
PROMOTED
| null |
7,603 | null | null |
stu_VPUYK73444
| null | 1,668,620,201,517 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-059
| null | null |
DenominatorFactor
| 0 | null |
HINT_LEVEL_CHANGE
| null |
Hint Level Change
| null | null | null | 3 | null | null | null | null | null | null | null |
sch_JFOWP90543
| null | null | null | null | null |
PROMOTED
| null |
7,604 | null | null |
stu_VPUYK73444
| null | 1,668,620,206,869 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-059
| null | null |
NumeratorFactor
| 4 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_JFOWP90543
| null | null | null | null | null |
PROMOTED
| null |
7,605 | null | null |
stu_VPUYK73444
| null | 1,668,620,213,320 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-059
| null | null |
DenominatorFactor
| 1 | null |
ERROR
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_JFOWP90543
| null | null | null | null | null |
PROMOTED
| null |
7,606 | null | null |
stu_VPUYK73444
| null | 1,668,620,218,534 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-059
| null | null |
DenominatorFactor
| 2 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_JFOWP90543
| null | null | null | null | null |
PROMOTED
| null |
7,607 | null | null |
stu_VPUYK73444
| null | 1,668,620,222,307 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-059
| null | null |
EquationAnswer
| 1 | null |
JIT
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_JFOWP90543
| null | null | null | null | null |
PROMOTED
| null |
7,608 | null | null |
stu_VPUYK73444
| null | 1,668,620,232,853 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-059
| null | null |
EquationAnswer
| 2 | null |
ERROR
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_JFOWP90543
| null | null | null | null | null |
PROMOTED
| null |
7,609 | null | null |
stu_VPUYK73444
| null | 1,668,620,235,337 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-059
| null | null |
EquationAnswer
| 3 | null |
ERROR
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_JFOWP90543
| null | null | null | null | null |
PROMOTED
| null |
7,610 | null | null |
stu_VPUYK73444
| null | 1,668,620,235,358 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-059
| null | null |
EquationAnswer
| 0 | null |
INITIAL_HINT
| null |
Hint Request
| null | null | null | 2 | null | null | null | null | null | null | null |
sch_JFOWP90543
| null | null | null | null | null |
PROMOTED
| null |
7,611 | null | null |
stu_VPUYK73444
| null | 1,668,620,242,092 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-059
| null | null |
EquationAnswer
| 0 | null |
HINT_LEVEL_CHANGE
| null |
Hint Level Change
| null | null | null | 3 | null | null | null | null | null | null | null |
sch_JFOWP90543
| null | null | null | null | null |
PROMOTED
| null |
7,612 | null | null |
stu_VPUYK73444
| null | 1,668,620,247,523 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-059
| null | null |
EquationAnswer
| 4 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_JFOWP90543
| null | null | null | null | null |
PROMOTED
| null |
7,613 | null | null |
stu_VPUYK73444
| null | 1,668,620,264,207 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-059
| null | null |
FirstRow2:1
| 1 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_JFOWP90543
| null | null | null | null | null |
PROMOTED
| null |
7,614 | null | null |
stu_VPUYK73444
| null | 1,668,620,270,349 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-059
| null | null |
FirstRow2:2
| 1 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_JFOWP90543
| null | null | null | null | null |
PROMOTED
| null |
7,615 | null | null |
stu_VPUYK73444
| null | 1,668,620,280,390 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-059
| null | null |
FirstRow1:1
| 1 | null |
ERROR
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_JFOWP90543
| null | null | null | null | null |
PROMOTED
| null |
7,616 | null | null |
stu_VPUYK73444
| null | 1,668,620,284,758 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-059
| null | null |
FirstRow1:1
| 2 | null |
ERROR
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_JFOWP90543
| null | null | null | null | null |
PROMOTED
| null |
7,617 | null | null |
stu_VPUYK73444
| null | 1,668,620,296,060 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-059
| null | null |
FirstRow1:1
| 3 | null |
ERROR
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_JFOWP90543
| null | null | null | null | null |
PROMOTED
| null |
7,618 | null | null |
stu_VPUYK73444
| null | 1,668,620,296,060 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-059
| null | null |
FirstRow1:1
| 0 | null |
INITIAL_HINT
| null |
Hint Request
| null | null | null | 2 | null | null | null | null | null | null | null |
sch_JFOWP90543
| null | null | null | null | null |
PROMOTED
| null |
7,619 | null | null |
stu_VPUYK73444
| null | 1,668,620,301,390 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-059
| null | null |
FirstRow1:1
| 4 | null |
ERROR
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_JFOWP90543
| null | null | null | null | null |
PROMOTED
| null |
7,620 | null | null |
stu_VPUYK73444
| null | 1,668,620,301,407 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-059
| null | null |
FirstRow1:1
| 0 | null |
INITIAL_HINT
| null |
Hint Request
| null | null | null | 2 | null | null | null | null | null | null | null |
sch_JFOWP90543
| null | null | null | null | null |
PROMOTED
| null |
7,621 | null | null |
stu_VPUYK73444
| null | 1,668,620,306,439 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-059
| null | null |
FirstRow1:1
| 0 | null |
HINT_LEVEL_CHANGE
| null |
Hint Level Change
| null | null | null | 3 | null | null | null | null | null | null | null |
sch_JFOWP90543
| null | null | null | null | null |
PROMOTED
| null |
7,622 | null | null |
stu_VPUYK73444
| null | 1,668,620,310,483 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-059
| null | null |
FirstRow1:1
| 5 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_JFOWP90543
| null | null | null | null | null |
PROMOTED
| null |
7,623 | null | null |
stu_VPUYK73444
| null | 1,668,620,314,657 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-059
| null | null |
FirstRow1:2
| 1 | null |
ERROR
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_JFOWP90543
| null | null | null | null | null |
PROMOTED
| null |
7,624 | null | null |
stu_VPUYK73444
| null | 1,668,620,330,008 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-059
| null | null |
FirstRow1:2
| 2 | null |
ERROR
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_JFOWP90543
| null | null | null | null | null |
PROMOTED
| null |
7,625 | null | null |
stu_VPUYK73444
| null | 1,668,620,333,575 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-059
| null | null |
FirstRow1:2
| 3 | null |
ERROR
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_JFOWP90543
| null | null | null | null | null |
PROMOTED
| null |
7,626 | null | null |
stu_VPUYK73444
| null | 1,668,620,333,621 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-059
| null | null |
FirstRow1:2
| 0 | null |
INITIAL_HINT
| null |
Hint Request
| null | null | null | 2 | null | null | null | null | null | null | null |
sch_JFOWP90543
| null | null | null | null | null |
PROMOTED
| null |
7,627 | null | null |
stu_VPUYK73444
| null | 1,668,620,339,615 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-059
| null | null |
FirstRow1:2
| 0 | null |
HINT_LEVEL_CHANGE
| null |
Hint Level Change
| null | null | null | 3 | null | null | null | null | null | null | null |
sch_JFOWP90543
| null | null | null | null | null |
PROMOTED
| null |
7,628 | null | null |
stu_VPUYK73444
| null | 1,668,620,348,210 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-059
| null | null |
FirstRow1:2
| 4 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_JFOWP90543
| null | null | null | null | null |
PROMOTED
| null |
7,629 | null | null |
stu_VPUYK73444
| null | 1,668,620,354,627 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-059
| null | null |
SecondRow
| 1 | null |
ERROR
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_JFOWP90543
| null | null | null | null | null |
PROMOTED
| null |
7,630 | null | null |
stu_VPUYK73444
| null | 1,668,620,356,311 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-059
| null | null |
SecondRow
| 2 | null |
ERROR
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_JFOWP90543
| null | null | null | null | null |
PROMOTED
| null |
7,631 | null | null |
stu_VPUYK73444
| null | 1,668,620,358,885 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-059
| null | null |
SecondRow
| 3 | null |
ERROR
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_JFOWP90543
| null | null | null | null | null |
PROMOTED
| null |
7,632 | null | null |
stu_VPUYK73444
| null | 1,668,620,358,911 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-059
| null | null |
SecondRow
| 0 | null |
INITIAL_HINT
| null |
Hint Request
| null | null | null | 2 | null | null | null | null | null | null | null |
sch_JFOWP90543
| null | null | null | null | null |
PROMOTED
| null |
7,633 | null | null |
stu_VPUYK73444
| null | 1,668,620,363,654 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-059
| null | null |
SecondRow
| 0 | null |
HINT_LEVEL_CHANGE
| null |
Hint Level Change
| null | null | null | 3 | null | null | null | null | null | null | null |
sch_JFOWP90543
| null | null | null | null | null |
PROMOTED
| null |
7,634 | null | null |
stu_VPUYK73444
| null | 1,668,620,369,403 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-059
| null | null |
SecondRow
| 4 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_JFOWP90543
| null | null | null | null | null |
PROMOTED
| null |
7,635 | null | null |
stu_VPUYK73444
| null | 1,668,620,375,635 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-059
| null | null |
ThirdRow
| 1 | null |
ERROR
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_JFOWP90543
| null | null | null | null | null |
PROMOTED
| null |
7,636 | null | null |
stu_VPUYK73444
| null | 1,668,620,384,708 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-059
| null | null |
ThirdRow
| 2 | null |
ERROR
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_JFOWP90543
| null | null | null | null | null |
PROMOTED
| null |
7,637 | null | null |
stu_VPUYK73444
| null | 1,668,620,386,155 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-059
| null | null |
ThirdRow
| 3 | null |
ERROR
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_JFOWP90543
| null | null | null | null | null |
PROMOTED
| null |
7,638 | null | null |
stu_VPUYK73444
| null | 1,668,620,386,173 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-059
| null | null |
ThirdRow
| 0 | null |
INITIAL_HINT
| null |
Hint Request
| null | null | null | 2 | null | null | null | null | null | null | null |
sch_JFOWP90543
| null | null | null | null | null |
PROMOTED
| null |
7,639 | null | null |
stu_VPUYK73444
| null | 1,668,620,388,951 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-059
| null | null |
ThirdRow
| 4 | null |
ERROR
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_JFOWP90543
| null | null | null | null | null |
PROMOTED
| null |
7,640 | null | null |
stu_VPUYK73444
| null | 1,668,620,389,018 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-059
| null | null |
ThirdRow
| 0 | null |
INITIAL_HINT
| null |
Hint Request
| null | null | null | 2 | null | null | null | null | null | null | null |
sch_JFOWP90543
| null | null | null | null | null |
PROMOTED
| null |
7,641 | null | null |
stu_VPUYK73444
| null | 1,668,620,393,217 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-059
| null | null |
ThirdRow
| 0 | null |
HINT_LEVEL_CHANGE
| null |
Hint Level Change
| null | null | null | 3 | null | null | null | null | null | null | null |
sch_JFOWP90543
| null | null | null | null | null |
PROMOTED
| null |
7,642 | null | null |
stu_VPUYK73444
| null | 1,668,620,396,328 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-059
| null | null |
ThirdRow
| 5 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_JFOWP90543
| null | null | null | null | null |
PROMOTED
| null |
7,643 | null | null |
stu_VPUYK73444
| null | 1,668,620,399,138 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-059
| null | null |
FinalAnswer
| 6 | null |
JIT
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_JFOWP90543
| null | null | null | null | null |
PROMOTED
| null |
7,644 | null | null |
stu_VPUYK73444
| null | 1,668,620,538,956 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-059
| null | null |
FinalAnswer
| 7 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_JFOWP90543
| null | null | null | null | null |
PROMOTED
| null |
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