Row
int64 1
14.8k
| Sample Name
float64 | Transaction Id
float64 | Anon Student Id
stringclasses 106
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 206
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 10
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
3,356 | null | null |
stu_FOGVB03780
| null | 1,669,039,606,034 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-092
| null | null |
FirstRow1:1
| 1 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_CDUOX13548
| null | null | null | null | null |
GRADUATED
| null |
3,357 | null | null |
stu_FOGVB03780
| null | 1,669,039,607,517 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-092
| null | null |
FirstRow1:2
| 1 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_CDUOX13548
| null | null | null | null | null |
GRADUATED
| null |
3,358 | null | null |
stu_FOGVB03780
| null | 1,669,039,609,906 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-092
| null | null |
FirstRow2:1
| 1 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_CDUOX13548
| null | null | null | null | null |
GRADUATED
| null |
3,359 | null | null |
stu_FOGVB03780
| null | 1,669,039,612,864 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-092
| null | null |
FirstRow2:2
| 1 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_CDUOX13548
| null | null | null | null | null |
GRADUATED
| null |
3,360 | null | null |
stu_FOGVB03780
| null | 1,669,039,632,340 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-092
| null | null |
SecondRow
| 1 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_CDUOX13548
| null | null | null | null | null |
GRADUATED
| null |
3,361 | null | null |
stu_FOGVB03780
| null | 1,669,039,644,922 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-092
| null | null |
ThirdRow
| 1 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_CDUOX13548
| null | null | null | null | null |
GRADUATED
| null |
3,362 | null | null |
stu_FOGVB03780
| null | 1,669,039,647,223 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-092
| null | null |
FinalAnswer
| 1 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_CDUOX13548
| null | null | null | null | null |
GRADUATED
| null |
3,363 | null | null |
stu_FOGVB03780
| null | 1,669,039,669,922 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-092
| null | null |
FinalAnswerDirection
| 1 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_CDUOX13548
| null | null | null | null | null |
GRADUATED
| null |
3,364 | null | null |
stu_CIEAF08632
| null | 1,669,052,608,280 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-068
| null | null |
PercentChange
| 1 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_CDUOX13548
| null | null | null | null | null |
GRADUATED
| null |
3,365 | null | null |
stu_CIEAF08632
| null | 1,669,052,612,130 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-068
| null | null |
NumeratorQuantity2
| 1 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_CDUOX13548
| null | null | null | null | null |
GRADUATED
| null |
3,366 | null | null |
stu_CIEAF08632
| null | 1,669,052,618,753 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-068
| null | null |
DenominatorQuantity1
| 1 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_CDUOX13548
| null | null | null | null | null |
GRADUATED
| null |
3,367 | null | null |
stu_CIEAF08632
| null | 1,669,052,621,250 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-068
| null | null |
NumeratorQuantity1
| 1 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_CDUOX13548
| null | null | null | null | null |
GRADUATED
| null |
3,368 | null | null |
stu_CIEAF08632
| null | 1,669,052,677,650 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-068
| null | null |
FinalAnswer
| 1 | null |
JIT
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_CDUOX13548
| null | null | null | null | null |
GRADUATED
| null |
3,369 | null | null |
stu_CIEAF08632
| null | 1,669,052,687,025 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-068
| null | null |
OptionalTask_1
| 1 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_CDUOX13548
| null | null | null | null | null |
GRADUATED
| null |
3,370 | null | null |
stu_CIEAF08632
| null | 1,669,052,695,109 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-068
| null | null |
NumeratorFactor
| 1 | null |
ERROR
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_CDUOX13548
| null | null | null | null | null |
GRADUATED
| null |
3,371 | null | null |
stu_CIEAF08632
| null | 1,669,052,697,807 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-068
| null | null |
DenominatorFactor
| 0 | null |
INITIAL_HINT
| null |
Hint Request
| null | null | null | 1 | null | null | null | null | null | null | null |
sch_CDUOX13548
| null | null | null | null | null |
GRADUATED
| null |
3,372 | null | null |
stu_CIEAF08632
| null | 1,669,052,699,619 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-068
| null | null |
DenominatorFactor
| 0 | null |
HINT_LEVEL_CHANGE
| null |
Hint Level Change
| null | null | null | 2 | null | null | null | null | null | null | null |
sch_CDUOX13548
| null | null | null | null | null |
GRADUATED
| null |
3,373 | null | null |
stu_CIEAF08632
| null | 1,669,052,703,252 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-068
| null | null |
DenominatorFactor
| 0 | null |
HINT_LEVEL_CHANGE
| null |
Hint Level Change
| null | null | null | 3 | null | null | null | null | null | null | null |
sch_CDUOX13548
| null | null | null | null | null |
GRADUATED
| null |
3,374 | null | null |
stu_CIEAF08632
| null | 1,669,052,706,585 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-068
| null | null |
DenominatorFactor
| 1 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_CDUOX13548
| null | null | null | null | null |
GRADUATED
| null |
3,375 | null | null |
stu_CIEAF08632
| null | 1,669,052,709,179 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-068
| null | null |
NumeratorFactor
| 2 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_CDUOX13548
| null | null | null | null | null |
GRADUATED
| null |
3,376 | null | null |
stu_CIEAF08632
| null | 1,669,052,721,955 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-068
| null | null |
EquationAnswer
| 1 | null |
ERROR
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_CDUOX13548
| null | null | null | null | null |
GRADUATED
| null |
3,377 | null | null |
stu_CIEAF08632
| null | 1,669,052,724,134 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-068
| null | null |
EquationAnswer
| 2 | null |
ERROR
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_CDUOX13548
| null | null | null | null | null |
GRADUATED
| null |
3,378 | null | null |
stu_CIEAF08632
| null | 1,669,052,725,862 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-068
| null | null |
EquationAnswer
| 3 | null |
ERROR
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_CDUOX13548
| null | null | null | null | null |
GRADUATED
| null |
3,379 | null | null |
stu_CIEAF08632
| null | 1,669,052,725,885 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-068
| null | null |
EquationAnswer
| 0 | null |
INITIAL_HINT
| null |
Hint Request
| null | null | null | 2 | null | null | null | null | null | null | null |
sch_CDUOX13548
| null | null | null | null | null |
GRADUATED
| null |
3,380 | null | null |
stu_CIEAF08632
| null | 1,669,052,727,858 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-068
| null | null |
EquationAnswer
| 4 | null |
ERROR
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_CDUOX13548
| null | null | null | null | null |
GRADUATED
| null |
3,381 | null | null |
stu_CIEAF08632
| null | 1,669,052,727,895 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-068
| null | null |
EquationAnswer
| 0 | null |
INITIAL_HINT
| null |
Hint Request
| null | null | null | 2 | null | null | null | null | null | null | null |
sch_CDUOX13548
| null | null | null | null | null |
GRADUATED
| null |
3,382 | null | null |
stu_CIEAF08632
| null | 1,669,052,732,179 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-068
| null | null |
EquationAnswer
| 0 | null |
HINT_LEVEL_CHANGE
| null |
Hint Level Change
| null | null | null | 3 | null | null | null | null | null | null | null |
sch_CDUOX13548
| null | null | null | null | null |
GRADUATED
| null |
3,383 | null | null |
stu_CIEAF08632
| null | 1,669,052,735,408 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-068
| null | null |
EquationAnswer
| 5 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_CDUOX13548
| null | null | null | null | null |
GRADUATED
| null |
3,384 | null | null |
stu_CIEAF08632
| null | 1,669,052,740,268 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-068
| null | null |
FinalAnswer
| 2 | null |
JIT
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_CDUOX13548
| null | null | null | null | null |
GRADUATED
| null |
3,385 | null | null |
stu_CIEAF08632
| null | 1,669,052,750,157 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-068
| null | null |
OptionalTask_2
| 1 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_CDUOX13548
| null | null | null | null | null |
GRADUATED
| null |
3,386 | null | null |
stu_CIEAF08632
| null | 1,669,052,753,329 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-068
| null | null |
FirstRow1:1
| 0 | null |
INITIAL_HINT
| null |
Hint Request
| null | null | null | 1 | null | null | null | null | null | null | null |
sch_CDUOX13548
| null | null | null | null | null |
GRADUATED
| null |
3,387 | null | null |
stu_CIEAF08632
| null | 1,669,052,755,469 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-068
| null | null |
FirstRow1:1
| 0 | null |
HINT_LEVEL_CHANGE
| null |
Hint Level Change
| null | null | null | 2 | null | null | null | null | null | null | null |
sch_CDUOX13548
| null | null | null | null | null |
GRADUATED
| null |
3,388 | null | null |
stu_CIEAF08632
| null | 1,669,052,759,393 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-068
| 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_CDUOX13548
| null | null | null | null | null |
GRADUATED
| null |
3,389 | null | null |
stu_CIEAF08632
| null | 1,669,052,762,690 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-068
| null | null |
FirstRow1:1
| 1 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_CDUOX13548
| null | null | null | null | null |
GRADUATED
| null |
3,390 | null | null |
stu_CIEAF08632
| null | 1,669,052,763,781 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-068
| null | null |
FirstRow1:2
| 1 | null |
JIT
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_CDUOX13548
| null | null | null | null | null |
GRADUATED
| null |
3,391 | null | null |
stu_CIEAF08632
| null | 1,669,052,768,858 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-068
| null | null |
FirstRow1:2
| 2 | null |
JIT
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_CDUOX13548
| null | null | null | null | null |
GRADUATED
| null |
3,392 | null | null |
stu_CIEAF08632
| null | 1,669,052,772,549 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-068
| null | null |
FirstRow1:2
| 3 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_CDUOX13548
| null | null | null | null | null |
GRADUATED
| null |
3,393 | null | null |
stu_CIEAF08632
| null | 1,669,052,778,663 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-068
| null | null |
FirstRow2:1
| 1 | null |
JIT
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_CDUOX13548
| null | null | null | null | null |
GRADUATED
| null |
3,394 | null | null |
stu_CIEAF08632
| null | 1,669,052,782,581 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-068
| null | null |
FirstRow2:2
| 1 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_CDUOX13548
| null | null | null | null | null |
GRADUATED
| null |
3,395 | null | null |
stu_CIEAF08632
| null | 1,669,052,784,312 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-068
| null | null |
FirstRow2:1
| 2 | null |
JIT
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_CDUOX13548
| null | null | null | null | null |
GRADUATED
| null |
3,396 | null | null |
stu_CIEAF08632
| null | 1,669,052,793,917 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-068
| null | null |
FirstRow2:1
| 3 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_CDUOX13548
| null | null | null | null | null |
GRADUATED
| null |
3,397 | null | null |
stu_CIEAF08632
| null | 1,669,052,801,233 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-068
| null | null |
SecondRow
| 0 | null |
INITIAL_HINT
| null |
Hint Request
| null | null | null | 1 | null | null | null | null | null | null | null |
sch_CDUOX13548
| null | null | null | null | null |
GRADUATED
| null |
3,398 | null | null |
stu_CIEAF08632
| null | 1,669,052,802,984 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-068
| null | null |
SecondRow
| 0 | null |
HINT_LEVEL_CHANGE
| null |
Hint Level Change
| null | null | null | 2 | null | null | null | null | null | null | null |
sch_CDUOX13548
| null | null | null | null | null |
GRADUATED
| null |
3,399 | null | null |
stu_CIEAF08632
| null | 1,669,052,811,502 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-068
| null | null |
SecondRow
| 1 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_CDUOX13548
| null | null | null | null | null |
GRADUATED
| null |
3,400 | null | null |
stu_CIEAF08632
| null | 1,669,052,817,705 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-068
| null | null |
ThirdRow
| 1 | null |
ERROR
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_CDUOX13548
| null | null | null | null | null |
GRADUATED
| null |
3,401 | null | null |
stu_CIEAF08632
| null | 1,669,052,825,537 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-068
| null | null |
ThirdRow
| 0 | null |
INITIAL_HINT
| null |
Hint Request
| null | null | null | 1 | null | null | null | null | null | null | null |
sch_CDUOX13548
| null | null | null | null | null |
GRADUATED
| null |
3,402 | null | null |
stu_CIEAF08632
| null | 1,669,052,827,493 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-068
| null | null |
ThirdRow
| 0 | null |
HINT_LEVEL_CHANGE
| null |
Hint Level Change
| null | null | null | 2 | null | null | null | null | null | null | null |
sch_CDUOX13548
| null | null | null | null | null |
GRADUATED
| null |
3,403 | null | null |
stu_CIEAF08632
| null | 1,669,052,837,370 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-068
| null | null |
ThirdRow
| 2 | null |
ERROR
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_CDUOX13548
| null | null | null | null | null |
GRADUATED
| null |
3,404 | null | null |
stu_CIEAF08632
| null | 1,669,052,850,820 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-068
| null | null |
ThirdRow
| 3 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_CDUOX13548
| null | null | null | null | null |
GRADUATED
| null |
3,405 | null | null |
stu_CIEAF08632
| null | 1,669,052,853,082 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-068
| null | null |
FinalAnswer
| 3 | null |
JIT
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_CDUOX13548
| null | null | null | null | null |
GRADUATED
| null |
3,406 | null | null |
stu_CIEAF08632
| null | 1,669,052,859,019 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-068
| null | null |
FinalAnswer
| 0 | null |
INITIAL_HINT
| null |
Hint Request
| null | null | null | 1 | null | null | null | null | null | null | null |
sch_CDUOX13548
| null | null | null | null | null |
GRADUATED
| null |
3,407 | null | null |
stu_CIEAF08632
| null | 1,669,052,860,818 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-068
| null | null |
FinalAnswer
| 0 | null |
HINT_LEVEL_CHANGE
| null |
Hint Level Change
| null | null | null | 2 | null | null | null | null | null | null | null |
sch_CDUOX13548
| null | null | null | null | null |
GRADUATED
| null |
3,408 | null | null |
stu_CIEAF08632
| null | 1,669,052,864,678 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-068
| null | null |
FinalAnswer
| 0 | null |
HINT_LEVEL_CHANGE
| null |
Hint Level Change
| null | null | null | 3 | null | null | null | null | null | null | null |
sch_CDUOX13548
| null | null | null | null | null |
GRADUATED
| null |
3,409 | null | null |
stu_CIEAF08632
| null | 1,669,052,867,524 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-068
| null | null |
FinalAnswer
| 4 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_CDUOX13548
| null | null | null | null | null |
GRADUATED
| null |
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