Row
int64 1
11.9k
| Sample Name
float64 | Transaction Id
float64 | Anon Student Id
stringclasses 51
values | Session Id
float64 | Time Zone
int64 1,665B
1,689B
| 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 168
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
7,168 | null | null |
stu_XEIEQ05473
| null | 1,672,543,327,553 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-076
| null | null |
FinalAnswer
| 4 | null |
ERROR
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_AALTW65253
| null | null | null | null | null |
PROMOTED
| null |
7,169 | null | null |
stu_XEIEQ05473
| null | 1,672,543,327,687 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-076
| null | null |
FinalAnswer
| 0 | null |
INITIAL_HINT
| null |
Hint Request
| null | null | null | 2 | null | null | null | null | null | null | null |
sch_AALTW65253
| null | null | null | null | null |
PROMOTED
| null |
7,170 | null | null |
stu_XEIEQ05473
| null | 1,672,543,333,228 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-076
| null | null |
FinalAnswer
| 0 | null |
HINT_LEVEL_CHANGE
| null |
Hint Level Change
| null | null | null | 3 | null | null | null | null | null | null | null |
sch_AALTW65253
| null | null | null | null | null |
PROMOTED
| null |
7,171 | null | null |
stu_XEIEQ05473
| null | 1,672,543,338,590 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-076
| null | null |
FinalAnswer
| 0 | null |
INITIAL_HINT
| null |
Hint Request
| null | null | null | 3 | null | null | null | null | null | null | null |
sch_AALTW65253
| null | null | null | null | null |
PROMOTED
| null |
7,172 | null | null |
stu_XEIEQ05473
| null | 1,672,543,338,592 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-076
| null | null |
FinalAnswer
| 5 | null |
ERROR
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_AALTW65253
| null | null | null | null | null |
PROMOTED
| null |
7,173 | null | null |
stu_XEIEQ05473
| null | 1,672,543,341,999 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-076
| null | null |
FinalAnswer
| 6 | null |
ERROR
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_AALTW65253
| null | null | null | null | null |
PROMOTED
| null |
7,174 | null | null |
stu_XEIEQ05473
| null | 1,672,543,342,019 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-076
| null | null |
FinalAnswer
| 0 | null |
INITIAL_HINT
| null |
Hint Request
| null | null | null | 3 | null | null | null | null | null | null | null |
sch_AALTW65253
| null | null | null | null | null |
PROMOTED
| null |
7,175 | null | null |
stu_XEIEQ05473
| null | 1,672,543,350,426 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-076
| null | null |
FinalAnswer
| 7 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_AALTW65253
| null | null | null | null | null |
PROMOTED
| null |
7,176 | null | null |
stu_XEIEQ05473
| null | 1,672,556,047,688 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-087
| null | null |
PercentChange
| 1 | null |
ERROR
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_AALTW65253
| null | null | null | null | null |
PROMOTED
| null |
7,177 | null | null |
stu_XEIEQ05473
| null | 1,672,556,047,719 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-087
| null | null |
PercentChange
| 0 | null |
INITIAL_HINT
| null |
Hint Request
| null | null | null | 2 | null | null | null | null | null | null | null |
sch_AALTW65253
| null | null | null | null | null |
PROMOTED
| null |
7,178 | null | null |
stu_XEIEQ05473
| null | 1,672,556,052,003 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-087
| null | null |
PercentChange
| 2 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_AALTW65253
| null | null | null | null | null |
PROMOTED
| null |
7,179 | null | null |
stu_XEIEQ05473
| null | 1,672,556,112,482 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-087
| null | null |
NumeratorQuantity2
| 1 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_AALTW65253
| null | null | null | null | null |
PROMOTED
| null |
7,180 | null | null |
stu_XEIEQ05473
| null | 1,672,556,116,911 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-087
| null | null |
DenominatorQuantity1
| 1 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_AALTW65253
| null | null | null | null | null |
PROMOTED
| null |
7,181 | null | null |
stu_XEIEQ05473
| null | 1,672,556,119,723 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-087
| null | null |
NumeratorQuantity1
| 1 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_AALTW65253
| null | null | null | null | null |
PROMOTED
| null |
7,182 | null | null |
stu_XEIEQ05473
| null | 1,672,556,122,919 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-087
| null | null |
OptionalTask_1
| 1 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_AALTW65253
| null | null | null | null | null |
PROMOTED
| null |
7,183 | null | null |
stu_XEIEQ05473
| null | 1,672,556,145,283 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-087
| null | null |
DenominatorFactor
| 1 | null |
ERROR
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_AALTW65253
| null | null | null | null | null |
PROMOTED
| null |
7,184 | null | null |
stu_XEIEQ05473
| null | 1,672,556,157,686 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-087
| null | null |
DenominatorFactor
| 2 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_AALTW65253
| null | null | null | null | null |
PROMOTED
| null |
7,185 | null | null |
stu_XEIEQ05473
| null | 1,672,556,160,113 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-087
| null | null |
NumeratorFactor
| 1 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_AALTW65253
| null | null | null | null | null |
PROMOTED
| null |
7,186 | null | null |
stu_XEIEQ05473
| null | 1,672,556,168,515 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-087
| null | null |
EquationAnswer
| 1 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_AALTW65253
| null | null | null | null | null |
PROMOTED
| null |
7,187 | null | null |
stu_XEIEQ05473
| null | 1,672,556,171,925 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-087
| null | null |
OptionalTask_2
| 1 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_AALTW65253
| null | null | null | null | null |
PROMOTED
| null |
7,188 | null | null |
stu_XEIEQ05473
| null | 1,672,556,176,062 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-087
| null | null |
FirstRow2:1
| 1 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_AALTW65253
| null | null | null | null | null |
PROMOTED
| null |
7,189 | null | null |
stu_XEIEQ05473
| null | 1,672,556,181,812 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-087
| null | null |
FirstRow2:2
| 1 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_AALTW65253
| null | null | null | null | null |
PROMOTED
| null |
7,190 | null | null |
stu_XEIEQ05473
| null | 1,672,556,184,177 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-087
| null | null |
FirstRow1:2
| 1 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_AALTW65253
| null | null | null | null | null |
PROMOTED
| null |
7,191 | null | null |
stu_XEIEQ05473
| null | 1,672,556,188,350 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-087
| null | null |
FirstRow1:1
| 1 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_AALTW65253
| null | null | null | null | null |
PROMOTED
| null |
7,192 | null | null |
stu_XEIEQ05473
| null | 1,672,556,202,998 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-087
| null | null |
SecondRow
| 1 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_AALTW65253
| null | null | null | null | null |
PROMOTED
| null |
7,193 | null | null |
stu_XEIEQ05473
| null | 1,672,556,216,321 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-087
| null | null |
ThirdRow
| 1 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_AALTW65253
| null | null | null | null | null |
PROMOTED
| null |
7,194 | null | null |
stu_XEIEQ05473
| null | 1,672,556,218,339 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-087
| null | null |
FinalAnswer
| 1 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_AALTW65253
| null | null | null | null | null |
PROMOTED
| null |
7,195 | null | null |
stu_XEIEQ05473
| null | 1,672,557,882,545 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-090
| null | null |
PercentChange
| 1 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_AALTW65253
| null | null | null | null | null |
PROMOTED
| null |
7,196 | null | null |
stu_XEIEQ05473
| null | 1,672,557,885,557 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-090
| null | null |
NumeratorQuantity2
| 1 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_AALTW65253
| null | null | null | null | null |
PROMOTED
| null |
7,197 | null | null |
stu_XEIEQ05473
| null | 1,672,557,889,918 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-090
| null | null |
DenominatorQuantity1
| 1 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_AALTW65253
| null | null | null | null | null |
PROMOTED
| null |
7,198 | null | null |
stu_XEIEQ05473
| null | 1,672,557,892,648 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-090
| null | null |
NumeratorQuantity1
| 1 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_AALTW65253
| null | null | null | null | null |
PROMOTED
| null |
7,199 | null | null |
stu_XEIEQ05473
| null | 1,672,557,895,203 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-090
| null | null |
OptionalTask_1
| 1 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_AALTW65253
| null | null | null | null | null |
PROMOTED
| null |
7,200 | null | null |
stu_XEIEQ05473
| null | 1,672,557,924,825 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-090
| null | null |
DenominatorFactor
| 1 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_AALTW65253
| null | null | null | null | null |
PROMOTED
| null |
7,201 | null | null |
stu_XEIEQ05473
| null | 1,672,557,927,825 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-090
| null | null |
NumeratorFactor
| 1 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_AALTW65253
| null | null | null | null | null |
PROMOTED
| null |
7,202 | null | null |
stu_XEIEQ05473
| null | 1,672,557,938,021 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-090
| null | null |
EquationAnswer
| 1 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_AALTW65253
| null | null | null | null | null |
PROMOTED
| null |
7,203 | null | null |
stu_XEIEQ05473
| null | 1,672,557,940,688 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-090
| null | null |
OptionalTask_2
| 1 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_AALTW65253
| null | null | null | null | null |
PROMOTED
| null |
7,204 | null | null |
stu_XEIEQ05473
| null | 1,672,557,942,951 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-090
| null | null |
FirstRow2:1
| 1 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_AALTW65253
| null | null | null | null | null |
PROMOTED
| null |
7,205 | null | null |
stu_XEIEQ05473
| null | 1,672,557,946,073 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-090
| null | null |
FirstRow2:2
| 1 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_AALTW65253
| null | null | null | null | null |
PROMOTED
| null |
7,206 | null | null |
stu_XEIEQ05473
| null | 1,672,557,948,554 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-090
| null | null |
FirstRow1:2
| 1 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_AALTW65253
| null | null | null | null | null |
PROMOTED
| null |
7,207 | null | null |
stu_XEIEQ05473
| null | 1,672,557,950,053 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-090
| null | null |
FirstRow1:1
| 1 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_AALTW65253
| null | null | null | null | null |
PROMOTED
| null |
7,208 | null | null |
stu_XEIEQ05473
| null | 1,672,558,010,967 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-090
| null | null |
SecondRow
| 1 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_AALTW65253
| null | null | null | null | null |
PROMOTED
| null |
7,209 | null | null |
stu_XEIEQ05473
| null | 1,672,558,050,678 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-090
| null | null |
ThirdRow
| 1 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_AALTW65253
| null | null | null | null | null |
PROMOTED
| null |
7,210 | null | null |
stu_XEIEQ05473
| null | 1,672,558,052,999 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-090
| null | null |
FinalAnswer
| 1 | null |
JIT
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_AALTW65253
| null | null | null | null | null |
PROMOTED
| null |
7,211 | null | null |
stu_XEIEQ05473
| null | 1,672,558,070,316 | null | null | null | null | null |
ratio_proportion_change3
|
ratio_proportion_change3-cms-090
| null | null |
FinalAnswer
| 2 | null |
OK
| null |
Attempt
| null | null | null | 0 | null | null | null | null | null | null | null |
sch_AALTW65253
| null | null | null | null | null |
PROMOTED
| null |
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