Row
int64 1
16.5k
| Sample Name
float64 | Transaction Id
float64 | Anon Student Id
stringclasses 78
values | Session Id
float64 | Time Zone
int64 1,661B
1,687B
| 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 201
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
8,287 | null | null |
stu_JKGTQ22169
| null | 1,671,051,009,879 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-036
| null | null |
NumeratorQuantity2
| 1 | null |
JIT
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_OQYNZ04781
| null | null | null | null | null |
GRADUATED
| null |
8,288 | null | null |
stu_JKGTQ22169
| null | 1,671,051,022,448 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-036
| null | null |
NumeratorQuantity1
| 1 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_OQYNZ04781
| null | null | null | null | null |
GRADUATED
| null |
8,289 | null | null |
stu_JKGTQ22169
| null | 1,671,051,034,134 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-036
| null | null |
DenominatorQuantity1
| 1 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_OQYNZ04781
| null | null | null | null | null |
GRADUATED
| null |
8,290 | null | null |
stu_JKGTQ22169
| null | 1,671,051,040,334 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-036
| null | null |
NumeratorQuantity2
| 2 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_OQYNZ04781
| null | null | null | null | null |
GRADUATED
| null |
8,291 | null | null |
stu_JKGTQ22169
| null | 1,671,051,045,482 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-036
| null | null |
OptionalTask_1
| 1 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_OQYNZ04781
| null | null | null | null | null |
GRADUATED
| null |
8,292 | null | null |
stu_JKGTQ22169
| null | 1,671,051,075,310 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-036
| null | null |
DenominatorFactor
| 1 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_OQYNZ04781
| null | null | null | null | null |
GRADUATED
| null |
8,293 | null | null |
stu_JKGTQ22169
| null | 1,671,051,118,639 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-036
| null | null |
NumeratorFactor
| 1 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_OQYNZ04781
| null | null | null | null | null |
GRADUATED
| null |
8,294 | null | null |
stu_JKGTQ22169
| null | 1,671,051,156,706 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-036
| null | null |
EquationAnswer
| 1 | null |
JIT
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_OQYNZ04781
| null | null | null | null | null |
GRADUATED
| null |
8,295 | null | null |
stu_JKGTQ22169
| null | 1,671,051,194,100 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-036
| null | null |
EquationAnswer
| 2 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_OQYNZ04781
| null | null | null | null | null |
GRADUATED
| null |
8,296 | null | null |
stu_JKGTQ22169
| null | 1,671,051,196,652 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-036
| null | null |
OptionalTask_2
| 1 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_OQYNZ04781
| null | null | null | null | null |
GRADUATED
| null |
8,297 | null | null |
stu_JKGTQ22169
| null | 1,671,051,331,871 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-036
| null | null |
FirstRow1:2
| 1 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_OQYNZ04781
| null | null | null | null | null |
GRADUATED
| null |
8,298 | null | null |
stu_JKGTQ22169
| null | 1,671,051,336,246 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-036
| null | null |
FirstRow1:1
| 1 | null |
JIT
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_OQYNZ04781
| null | null | null | null | null |
GRADUATED
| null |
8,299 | null | null |
stu_JKGTQ22169
| null | 1,671,051,342,158 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-036
| null | null |
FirstRow1:1
| 2 | null |
ERROR
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_OQYNZ04781
| null | null | null | null | null |
GRADUATED
| null |
8,300 | null | null |
stu_JKGTQ22169
| null | 1,671,051,347,342 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-036
| null | null |
FirstRow1:1
| 3 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_OQYNZ04781
| null | null | null | null | null |
GRADUATED
| null |
8,301 | null | null |
stu_JKGTQ22169
| null | 1,671,051,394,460 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-036
| null | null |
FirstRow2:2
| 1 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_OQYNZ04781
| null | null | null | null | null |
GRADUATED
| null |
8,302 | null | null |
stu_JKGTQ22169
| null | 1,671,051,419,238 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-036
| null | null |
FirstRow2:1
| 1 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_OQYNZ04781
| null | null | null | null | null |
GRADUATED
| null |
8,303 | null | null |
stu_JKGTQ22169
| null | 1,671,051,423,600 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-036
| null | null |
SecondRow
| 1 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_OQYNZ04781
| null | null | null | null | null |
GRADUATED
| null |
8,304 | null | null |
stu_JKGTQ22169
| null | 1,671,051,433,843 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-036
| null | null |
ThirdRow
| 1 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_OQYNZ04781
| null | null | null | null | null |
GRADUATED
| null |
8,305 | null | null |
stu_JKGTQ22169
| null | 1,671,051,444,154 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-036
| null | null |
FinalAnswer
| 1 | null |
JIT
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_OQYNZ04781
| null | null | null | null | null |
GRADUATED
| null |
8,306 | null | null |
stu_JKGTQ22169
| null | 1,671,051,451,551 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-036
| null | null |
FinalAnswer
| 2 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_OQYNZ04781
| null | null | null | null | null |
GRADUATED
| null |
8,307 | null | null |
stu_CWKFP79303
| null | 1,665,580,806,230 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-038
| null | null |
PercentChange
| 1 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_DAXTU56082
| null | null | null | null | null |
GRADUATED
| null |
8,308 | null | null |
stu_CWKFP79303
| null | 1,665,580,845,471 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-038
| null | null |
NumeratorQuantity2
| 1 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_DAXTU56082
| null | null | null | null | null |
GRADUATED
| null |
8,309 | null | null |
stu_CWKFP79303
| null | 1,665,580,848,685 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-038
| null | null |
NumeratorQuantity1
| 1 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_DAXTU56082
| null | null | null | null | null |
GRADUATED
| null |
8,310 | null | null |
stu_CWKFP79303
| null | 1,665,580,850,283 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-038
| null | null |
DenominatorQuantity1
| 1 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_DAXTU56082
| null | null | null | null | null |
GRADUATED
| null |
8,311 | null | null |
stu_CWKFP79303
| null | 1,665,580,853,254 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-038
| null | null |
OptionalTask_1
| 1 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_DAXTU56082
| null | null | null | null | null |
GRADUATED
| null |
8,312 | null | null |
stu_CWKFP79303
| null | 1,665,580,879,193 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-038
| null | null |
DenominatorFactor
| 1 | null |
JIT
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_DAXTU56082
| null | null | null | null | null |
GRADUATED
| null |
8,313 | null | null |
stu_CWKFP79303
| null | 1,665,580,885,026 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-038
| null | null |
OptionalTask_2
| 1 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_DAXTU56082
| null | null | null | null | null |
GRADUATED
| null |
8,314 | null | null |
stu_CWKFP79303
| null | 1,665,580,890,562 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-038
| null | null |
FirstRow1:1
| 1 | null |
ERROR
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_DAXTU56082
| null | null | null | null | null |
GRADUATED
| null |
8,315 | null | null |
stu_CWKFP79303
| null | 1,665,580,893,160 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-038
| null | null |
FirstRow1:1
| 2 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_DAXTU56082
| null | null | null | null | null |
GRADUATED
| null |
8,316 | null | null |
stu_CWKFP79303
| null | 1,665,580,896,417 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-038
| null | null |
FirstRow1:2
| 1 | null |
ERROR
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_DAXTU56082
| null | null | null | null | null |
GRADUATED
| null |
8,317 | null | null |
stu_CWKFP79303
| null | 1,665,580,898,781 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-038
| null | null |
FirstRow1:2
| 2 | null |
ERROR
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_DAXTU56082
| null | null | null | null | null |
GRADUATED
| null |
8,318 | null | null |
stu_CWKFP79303
| null | 1,665,580,900,019 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-038
| null | null |
FirstRow1:2
| 3 | null |
ERROR
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_DAXTU56082
| null | null | null | null | null |
GRADUATED
| null |
8,319 | null | null |
stu_CWKFP79303
| null | 1,665,580,900,041 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-038
| null | null |
FirstRow1:2
| 0 | null |
INITIAL_HINT
| null |
Hint Request
| null | null | null | 2 | null | null | null | null | null | null | null |
sch_DAXTU56082
| null | null | null | null | null |
GRADUATED
| null |
8,320 | null | null |
stu_CWKFP79303
| null | 1,665,580,904,131 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-038
| 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_DAXTU56082
| null | null | null | null | null |
GRADUATED
| null |
8,321 | null | null |
stu_CWKFP79303
| null | 1,665,580,908,281 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-038
| null | null |
FirstRow1:2
| 4 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_DAXTU56082
| null | null | null | null | null |
GRADUATED
| null |
8,322 | null | null |
stu_CWKFP79303
| null | 1,665,580,910,110 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-038
| null | null |
FirstRow2:1
| 1 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_DAXTU56082
| null | null | null | null | null |
GRADUATED
| null |
8,323 | null | null |
stu_CWKFP79303
| null | 1,665,580,911,295 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-038
| null | null |
FirstRow2:2
| 1 | null |
ERROR
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_DAXTU56082
| null | null | null | null | null |
GRADUATED
| null |
8,324 | null | null |
stu_CWKFP79303
| null | 1,665,580,912,934 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-038
| null | null |
FirstRow2:2
| 2 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_DAXTU56082
| null | null | null | null | null |
GRADUATED
| null |
8,325 | null | null |
stu_CWKFP79303
| null | 1,665,580,922,558 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-038
| null | null |
SecondRow
| 1 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_DAXTU56082
| null | null | null | null | null |
GRADUATED
| null |
8,326 | null | null |
stu_CWKFP79303
| null | 1,665,580,925,189 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-038
| null | null |
ThirdRow
| 1 | null |
ERROR
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_DAXTU56082
| null | null | null | null | null |
GRADUATED
| null |
8,327 | null | null |
stu_CWKFP79303
| null | 1,665,580,929,238 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-038
| null | null |
ThirdRow
| 2 | null |
ERROR
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_DAXTU56082
| null | null | null | null | null |
GRADUATED
| null |
8,328 | null | null |
stu_CWKFP79303
| null | 1,665,580,930,977 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-038
| null | null |
ThirdRow
| 3 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_DAXTU56082
| null | null | null | null | null |
GRADUATED
| null |
8,329 | null | null |
stu_CWKFP79303
| null | 1,665,580,937,733 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-038
| null | null |
FinalAnswer
| 1 | null |
JIT
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_DAXTU56082
| null | null | null | null | null |
GRADUATED
| null |
8,330 | null | null |
stu_CWKFP79303
| null | 1,665,580,945,808 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-038
| null | null |
FinalAnswer
| 2 | null |
ERROR
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_DAXTU56082
| null | null | null | null | null |
GRADUATED
| null |
8,331 | null | null |
stu_CWKFP79303
| null | 1,665,580,947,971 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-038
| null | null |
FinalAnswer
| 3 | null |
ERROR
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_DAXTU56082
| null | null | null | null | null |
GRADUATED
| null |
8,332 | null | null |
stu_CWKFP79303
| null | 1,665,580,947,993 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-038
| null | null |
FinalAnswer
| 0 | null |
INITIAL_HINT
| null |
Hint Request
| null | null | null | 2 | null | null | null | null | null | null | null |
sch_DAXTU56082
| null | null | null | null | null |
GRADUATED
| null |
8,333 | null | null |
stu_CWKFP79303
| null | 1,665,580,951,975 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-038
| null | null |
FinalAnswer
| 0 | null |
HINT_LEVEL_CHANGE
| null |
Hint Level Change
| null | null | null | 3 | null | null | null | null | null | null | null |
sch_DAXTU56082
| null | null | null | null | null |
GRADUATED
| null |
8,334 | null | null |
stu_CWKFP79303
| null | 1,665,580,954,239 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-038
| null | null |
FinalAnswer
| 4 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_DAXTU56082
| null | null | null | null | null |
GRADUATED
| null |
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