Datasets:
conversation_id int64 11 4.18k | tutor_id stringlengths 10 10 | tutor_tier stringclasses 3
values | tutor_score float64 0.27 0.7 | student_id stringlengths 10 10 | resolution stringclasses 3
values | resolution_confidence stringclasses 2
values | n_messages int64 6 65 | messages listlengths 6 65 |
|---|---|---|---|---|---|---|---|---|
393 | user_00001 | expert | 0.663414 | user_00002 | resolved | high | 8 | [
{
"idx": 0,
"role": "student",
"category": "Student-Academic",
"move": "Knowledge-Gap",
"category_confidence": "high",
"move_confidence": "high",
"message_text": "how to do part b"
},
{
"idx": 1,
"role": "student",
"category": "Student-Academic",
"move": "Explain-Reas... |
13 | user_00003 | expert | 0.661873 | user_00004 | resolved | high | 11 | [
{
"idx": 0,
"role": "student",
"category": "Student-Academic",
"move": "Explain-Problem",
"category_confidence": "high",
"move_confidence": "high",
"message_text": "whats the span of the set of the union of the x and y axes? (im guessing the x-y plane but i wanne be sure)"
},
{
"... |
125 | user_00005 | expert | 0.634366 | user_00006 | resolved | high | 16 | [
{
"idx": 0,
"role": "student",
"category": "Student-Academic",
"move": "Knowledge-Gap",
"category_confidence": "high",
"move_confidence": "high",
"message_text": "How is this divergent? I separated the limit to the the numerator and denominator. lim/lim"
},
{
"idx": 1,
"role... |
78 | user_00007 | expert | 0.703217 | user_00008 | unclear | medium | 11 | [
{
"idx": 0,
"role": "student",
"category": "Student-Academic",
"move": "Explain-Problem",
"category_confidence": "high",
"move_confidence": "high",
"message_text": "d/dx (sin(tan(x ⁴)))"
},
{
"idx": 1,
"role": "student",
"category": "Student-Academic",
"move": "Knowle... |
247 | user_00009 | expert | 0.596718 | user_00010 | resolved | high | 13 | [
{
"idx": 0,
"role": "student",
"category": "Student-Academic",
"move": "Knowledge-Gap",
"category_confidence": "high",
"move_confidence": "high",
"message_text": "Hi i'm new to this math topic. What is the method for solving these? :0"
},
{
"idx": 1,
"role": "tutor",
"cat... |
504 | user_00011 | expert | 0.649553 | user_00012 | resolved | high | 8 | [
{
"idx": 0,
"role": "student",
"category": "Student-Academic",
"move": "Explain-Problem",
"category_confidence": "high",
"move_confidence": "high",
"message_text": "Is it possible to figure out if 3^9 is greater than or less than 4^7 without using a calculator?"
},
{
"idx": 1,
... |
653 | user_00013 | expert | 0.671233 | user_00014 | abandoned | high | 10 | [
{
"idx": 0,
"role": "student",
"category": "Student-Academic",
"move": "Knowledge-Gap",
"category_confidence": "high",
"move_confidence": "high",
"message_text": "can someone please explain how to solve this using partial decomposition"
},
{
"idx": 1,
"role": "tutor",
"ca... |
31 | user_00005 | expert | 0.634366 | user_00015 | resolved | high | 44 | [
{
"idx": 0,
"role": "student",
"category": "Student-Academic",
"move": "Inference-Attempt",
"category_confidence": "high",
"move_confidence": "high",
"message_text": "Is 21 correct?"
},
{
"idx": 1,
"role": "student",
"category": "Socio-Emotional",
"move": "Frustration... |
690 | user_00016 | expert | 0.602166 | user_00017 | resolved | high | 22 | [
{
"idx": 0,
"role": "student",
"category": "Student-Academic",
"move": "Knowledge-Gap",
"category_confidence": "high",
"move_confidence": "high",
"message_text": "what does \"is not equal to\" sign means"
},
{
"idx": 1,
"role": "student",
"category": "Student-Academic",
... |
705 | user_00007 | expert | 0.703217 | user_00018 | unclear | high | 16 | [
{
"idx": 0,
"role": "student",
"category": "Non-Academic",
"move": "Small-Talk",
"category_confidence": "low",
"move_confidence": "high",
"message_text": "help"
},
{
"idx": 1,
"role": "student",
"category": "Non-Academic",
"move": "Small-Talk",
"category_confidenc... |
751 | user_00016 | expert | 0.602166 | user_00019 | abandoned | high | 6 | [
{
"idx": 0,
"role": "student",
"category": "Student-Academic",
"move": "Knowledge-Gap",
"category_confidence": "high",
"move_confidence": "high",
"message_text": "I cant understand fraction"
},
{
"idx": 1,
"role": "student",
"category": "Non-Academic",
"move": "Small-... |
11 | user_00005 | expert | 0.634366 | user_00020 | unclear | medium | 51 | [
{
"idx": 0,
"role": "student",
"category": "Student-Academic",
"move": "Knowledge-Gap",
"category_confidence": "high",
"move_confidence": "high",
"message_text": "what am I doing wrong?"
},
{
"idx": 1,
"role": "tutor",
"category": "Tutor-Academic",
"move": "Correction... |
438 | user_00021 | expert | 0.611754 | user_00022 | unclear | high | 61 | [
{
"idx": 0,
"role": "student",
"category": "Student-Academic",
"move": "Knowledge-Gap",
"category_confidence": "high",
"move_confidence": "high",
"message_text": "Why is this wrong"
},
{
"idx": 1,
"role": "student",
"category": "Student-Academic",
"move": "Inference-A... |
1,399 | user_00232 | expert | 0.588427 | user_00653 | abandoned | high | 6 | [
{
"idx": 0,
"role": "student",
"category": "Student-Academic",
"move": "Explain-Problem",
"category_confidence": "high",
"move_confidence": "high",
"message_text": "Can someone check my answers for b) and c) for #8?"
},
{
"idx": 1,
"role": "student",
"category": "Student-... |
516 | user_00001 | expert | 0.663414 | user_00136 | resolved | high | 6 | [
{
"idx": 0,
"role": "student",
"category": "Non-Academic",
"move": "Greeting-Closing",
"category_confidence": "high",
"move_confidence": "high",
"message_text": "Hello"
},
{
"idx": 1,
"role": "student",
"category": "Student-Academic",
"move": "Knowledge-Gap",
"cat... |
1,357 | user_00007 | expert | 0.703217 | user_01989 | resolved | high | 7 | [
{
"idx": 0,
"role": "student",
"category": "Student-Academic",
"move": "Explain-Problem",
"category_confidence": "high",
"move_confidence": "high",
"message_text": "A river flows at 3 km/h. At what rate should a boat sail in still water so that its actual speed upstream is 18 km/h?"
},... |
241 | user_00005 | expert | 0.634366 | user_01990 | unclear | high | 9 | [
{
"idx": 0,
"role": "student",
"category": "Student-Academic",
"move": "Explain-Problem",
"category_confidence": "high",
"move_confidence": "high",
"message_text": "I'm supposed to solve the given IVP"
},
{
"idx": 1,
"role": "student",
"category": "Student-Academic",
... |
116 | user_00036 | expert | 0.667358 | user_00222 | resolved | high | 14 | [
{
"idx": 0,
"role": "student",
"category": "Student-Academic",
"move": "Inference-Attempt",
"category_confidence": "high",
"move_confidence": "high",
"message_text": "is this correct?"
},
{
"idx": 1,
"role": "student",
"category": "Student-Academic",
"move": "Inferenc... |
1,944 | user_00013 | expert | 0.671233 | user_00001 | abandoned | high | 10 | [
{
"idx": 0,
"role": "student",
"category": "Non-Academic",
"move": "Small-Talk",
"category_confidence": "high",
"move_confidence": "high",
"message_text": "Okay, so i have a task to do with basic maths and im paying 10€ if someone can solve it.\nIf you know Coding (Javascript) it will be... |
1,663 | user_00071 | expert | 0.650282 | user_01991 | resolved | high | 24 | [
{
"idx": 0,
"role": "student",
"category": "Student-Academic",
"move": "Explain-Problem",
"category_confidence": "high",
"move_confidence": "high",
"message_text": "Hi, Stupid question.\nWhat are the odds of picking one outcome out of three, if you have two attempts and the one you pick ... |
2,045 | user_00036 | expert | 0.667358 | user_00256 | abandoned | high | 11 | [
{
"idx": 0,
"role": "student",
"category": "Student-Academic",
"move": "Knowledge-Gap",
"category_confidence": "high",
"move_confidence": "high",
"message_text": "Can someone construct that for me"
},
{
"idx": 1,
"role": "tutor",
"category": "Tutor-Academic",
"move": ... |
1,677 | user_00025 | expert | 0.607339 | user_01791 | resolved | high | 24 | [
{
"idx": 0,
"role": "student",
"category": "Student-Academic",
"move": "Knowledge-Gap",
"category_confidence": "high",
"move_confidence": "high",
"message_text": "Not sure how to approach this one"
},
{
"idx": 1,
"role": "student",
"category": "Student-Academic",
"mov... |
3,948 | user_00003 | expert | 0.661873 | user_01992 | unclear | high | 7 | [
{
"idx": 0,
"role": "student",
"category": "Student-Academic",
"move": "Inference-Attempt",
"category_confidence": "high",
"move_confidence": "high",
"message_text": "can the radius of a circumscribed circle be equal to one of the side of triangle?"
},
{
"idx": 1,
"role": "tu... |
767 | user_00097 | expert | 0.577267 | user_01993 | resolved | high | 51 | [
{
"idx": 0,
"role": "student",
"category": "Student-Academic",
"move": "Knowledge-Gap",
"category_confidence": "high",
"move_confidence": "high",
"message_text": "Need help with these two"
},
{
"idx": 1,
"role": "student",
"category": "Student-Academic",
"move": "Expl... |
4,182 | user_00021 | expert | 0.611754 | user_01018 | resolved | high | 8 | [
{
"idx": 0,
"role": "student",
"category": "Student-Academic",
"move": "Explain-Problem",
"category_confidence": "high",
"move_confidence": "high",
"message_text": "h(x)=sqrt(x+4). h(x) is a composite function of f and g such that h(x)=f(g(x)). Give solutions for f and g."
},
{
"... |
2,888 | user_00044 | expert | 0.659731 | user_01994 | resolved | high | 32 | [
{
"idx": 0,
"role": "student",
"category": "Student-Academic",
"move": "Knowledge-Gap",
"category_confidence": "high",
"move_confidence": "high",
"message_text": "I have to simplify terms but dont understand how the result came to be. What rules were applied and how?\nWhat happened to th... |
546 | user_02621 | novice | 0.401388 | user_02622 | resolved | high | 16 | [
{
"idx": 0,
"role": "student",
"category": "Student-Academic",
"move": "Explain-Problem",
"category_confidence": "high",
"move_confidence": "high",
"message_text": "f is function that take vector v and calculate the angle with the vector (1,0) counterclockwise. Is f continuous?"
},
{... |
92 | user_02256 | novice | 0.362802 | user_00204 | resolved | high | 6 | [
{
"idx": 0,
"role": "student",
"category": "Student-Academic",
"move": "Knowledge-Gap",
"category_confidence": "high",
"move_confidence": "high",
"message_text": "i need help with this"
},
{
"idx": 1,
"role": "student",
"category": "Student-Academic",
"move": "Knowled... |
445 | user_02231 | mid | 0.491098 | user_00001 | abandoned | high | 10 | [
{
"idx": 0,
"role": "student",
"category": "Student-Academic",
"move": "Knowledge-Gap",
"category_confidence": "high",
"move_confidence": "high",
"message_text": "Help?"
},
{
"idx": 1,
"role": "tutor",
"category": "Tutor-Academic",
"move": "Tutor-Question",
"categ... |
696 | user_00371 | mid | 0.522336 | user_02623 | unclear | medium | 18 | [
{
"idx": 0,
"role": "student",
"category": "Student-Academic",
"move": "Inference-Attempt",
"category_confidence": "high",
"move_confidence": "high",
"message_text": "for b would it be (1/3+h-1) - (1/3-1) / h"
},
{
"idx": 1,
"role": "tutor",
"category": "Tutor-Academic",
... |
334 | user_02624 | novice | 0.271219 | user_01127 | unclear | medium | 46 | [
{
"idx": 0,
"role": "student",
"category": "Non-Academic",
"move": "Platform-Command",
"category_confidence": "high",
"move_confidence": "high",
"message_text": "@Helpers"
},
{
"idx": 1,
"role": "tutor",
"category": "Tutor-Academic",
"move": "Knowledge-Check",
"ca... |
96 | user_02194 | novice | 0.433068 | user_02625 | resolved | high | 37 | [
{
"idx": 0,
"role": "student",
"category": "Student-Academic",
"move": "Explain-Problem",
"category_confidence": "high",
"move_confidence": "high",
"message_text": "what does it mean for this expression inside the limit to “not be differentiable at 0”"
},
{
"idx": 1,
"role": ... |
698 | user_02626 | mid | 0.531017 | user_00039 | resolved | high | 25 | [
{
"idx": 0,
"role": "student",
"category": "Non-Academic",
"move": "Small-Talk",
"category_confidence": "high",
"move_confidence": "high",
"message_text": "here"
},
{
"idx": 1,
"role": "student",
"category": "Student-Academic",
"move": "Inference-Attempt",
"catego... |
542 | user_00039 | mid | 0.572329 | user_02627 | resolved | high | 65 | [
{
"idx": 0,
"role": "student",
"category": "Student-Academic",
"move": "Explain-Problem",
"category_confidence": "high",
"move_confidence": "high",
"message_text": "What are the total number of 12 letter words that contain 3 'A's and 2'E's?"
},
{
"idx": 1,
"role": "tutor",
... |
290 | user_00039 | mid | 0.572329 | user_00001 | abandoned | high | 63 | [
{
"idx": 0,
"role": "student",
"category": "Non-Academic",
"move": "Greeting-Closing",
"category_confidence": "high",
"move_confidence": "high",
"message_text": "Hi"
},
{
"idx": 1,
"role": "student",
"category": "Student-Academic",
"move": "Explain-Problem",
"cate... |
1,035 | user_01085 | mid | 0.55621 | user_01778 | resolved | high | 30 | [
{
"idx": 0,
"role": "student",
"category": "Non-Academic",
"move": "Greeting-Closing",
"category_confidence": "high",
"move_confidence": "high",
"message_text": "Could you help me with this?"
},
{
"idx": 1,
"role": "student",
"category": "Student-Academic",
"move": "E... |
1,110 | user_02628 | novice | 0.447764 | user_02629 | unclear | high | 22 | [
{
"idx": 0,
"role": "student",
"category": "Student-Academic",
"move": "Knowledge-Gap",
"category_confidence": "high",
"move_confidence": "high",
"message_text": "So, I've so far determined tan(alpha)=-7/3. Im not sure how I'd solve it from there, supposedly arctangent?"
},
{
"id... |
1,259 | user_02630 | novice | 0.311492 | user_01774 | abandoned | high | 10 | [
{
"idx": 0,
"role": "student",
"category": "Student-Academic",
"move": "Knowledge-Gap",
"category_confidence": "high",
"move_confidence": "high",
"message_text": "anyone help? how to find Θ"
},
{
"idx": 1,
"role": "student",
"category": "Student-Academic",
"move": "Ex... |
723 | user_01880 | mid | 0.517469 | user_02454 | unclear | medium | 60 | [
{
"idx": 0,
"role": "student",
"category": "Student-Academic",
"move": "Explain-Problem",
"category_confidence": "high",
"move_confidence": "high",
"message_text": "hi guys does anyone know how to solve section d question 1"
},
{
"idx": 1,
"role": "tutor",
"category": "No... |
1,099 | user_02661 | mid | 0.54698 | user_01369 | abandoned | high | 8 | [
{
"idx": 0,
"role": "student",
"category": "Socio-Emotional",
"move": "Frustration",
"category_confidence": "high",
"move_confidence": "high",
"message_text": "I know damn well I fucked up somewhere"
},
{
"idx": 1,
"role": "student",
"category": "Student-Academic",
"m... |
771 | user_03168 | novice | 0.432397 | user_04773 | resolved | high | 14 | [
{
"idx": 0,
"role": "student",
"category": "Non-Academic",
"move": "Greeting-Closing",
"category_confidence": "high",
"move_confidence": "high",
"message_text": "Hello"
},
{
"idx": 1,
"role": "student",
"category": "Student-Academic",
"move": "Explain-Problem",
"c... |
80 | user_02644 | mid | 0.522345 | user_04774 | resolved | high | 14 | [
{
"idx": 0,
"role": "student",
"category": "Non-Academic",
"move": "Platform-Command",
"category_confidence": "high",
"move_confidence": "high",
"message_text": ".reopen"
},
{
"idx": 1,
"role": "student",
"category": "Non-Academic",
"move": "Greeting-Closing",
"ca... |
804 | user_02661 | mid | 0.54698 | user_00379 | resolved | high | 19 | [
{
"idx": 0,
"role": "student",
"category": "Student-Academic",
"move": "Explain-Problem",
"category_confidence": "high",
"move_confidence": "high",
"message_text": "A question reads:"
},
{
"idx": 1,
"role": "student",
"category": "Student-Academic",
"move": "Student-Q... |
112 | user_04775 | novice | 0.449085 | user_02060 | resolved | high | 14 | [
{
"idx": 0,
"role": "student",
"category": "Student-Academic",
"move": "Knowledge-Gap",
"category_confidence": "high",
"move_confidence": "high",
"message_text": "how do you do this question"
},
{
"idx": 1,
"role": "tutor",
"category": "Tutor-Academic",
"move": "Guida... |
683 | user_01169 | novice | 0.457764 | user_04612 | unclear | medium | 24 | [
{
"idx": 0,
"role": "student",
"category": "Student-Academic",
"move": "Knowledge-Gap",
"category_confidence": "high",
"move_confidence": "high",
"message_text": "Can someone teach me find the equation to Thea table"
},
{
"idx": 1,
"role": "student",
"category": "Non-Acad... |
End of preview. Expand in Data Studio
MathMentorDB sample (ungated)
An ungated 50-conversation sample of the MathMentorDB labeled subset, provided
so the data can be inspected without an access request. The full labeled
subset (7,000 conversations, 165,275 messages, 24-move discourse labels and
conversation resolution labels) is available gated under a Data Use Agreement
at mathmentordb/MathMentorDB,
whose dataset card documents the schema, taxonomy, provenance, and ethics
considerations. This sample uses the identical schema
(data/sample.jsonl, one conversation per line).
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