Carney Curve

Boston College course evaluations · every published number, ranked class by class

Positions account for how many records stand behind each number, so one perfect review does not outrank a semester of them. Every score shown is the real average — only the ordering is adjusted.

Instructor record · Mathematics · Fall 2022 – Spring 2026

Liyang Zhang

Mathematics · 24 evaluation records across 7 classes

On each class's board
What the overall is made of
92BC evaluations24 records · weight ×1.0 · Fall 2022 – Spring 2026
94RateMyProfessors7 ratings · weight ×2.0 · 100% would take again
Student reviewsno reviews — does not contribute

Sources are averaged by how much we trust each one and by how many records sit behind it, so a handful of reviews nudges the number rather than replacing it.

What the challenge rank is made of
70thMore challenging than 70% of BC instructorsranked against every one we hold
91BC — “Intellectually Challenging”24 records · raw score out of 100

Boston College's own “intellectually challenging” question — students answer it positively about courses that stretched them, so it measures intellectual challenge and NOT grading, workload or quality. Almost every BC class scores high on it, which is why it is shown as a rank rather than a score. RateMyProfessors separately rates this instructor 58 out of 100 for difficulty — that IS a difficulty measure, but it is about the person across everything they teach, not about any one class, so it is shown here rather than folded into the number above.

What the workload rank is made of
62ndMore work than 62% of BC instructorsranked against every one we hold
57BC — “Workload”24 records · raw score out of 100

Boston College reports workload as one of five bands, not as a number of hours, and it does not publish what the bands mean — so this site will not translate it into hours. Higher means more work, which is not the same as worse.

Ratings from outside BC

Not evaluation data

Collected from RateMyProfessors, not from Boston College: 7 ratings, 100% would take again, difficulty 58 out of 100. Difficulty is not a quality signal in either direction — a harder course is not a worse one.

Anyone can post there — no @bc.edu check and no enrolment check — so it is weighted alongside the evaluation data, never above it.

The line

All 13 items · means across 24 records
The Professor4 items
Clearly Explains MaterialThe instructor was effective at creating an understanding of difficult subject matter.
9467th pctl
Available Outside of ClassThe instructor was available for help outside of class.
9679th pctl
Brings Out Your Best WorkThe instructor motivated me to do my best work.
9359th pctl
Sparked My InterestThe course stimulated my interest in the subject matter.
9352nd pctl
The Course3 items
Well-Organized CourseThe course was well organized.
9371st pctl
Clear Learning GoalsThe learning objectives for the course were clear.
9265th pctl
Useful Beyond the CourseWhat I learned is applicable beyond this course.
8730th pctl
Assignments & Feedback3 items
Assignments Help You LearnAssignments and exams contributed to my learning.
9378th pctl
Gives Feedback PromptlyI received feedback on my work in a timely manner.
9365th pctl
Meaningful FeedbackThe feedback I received on my work was meaningful.
9260th pctl
Workload, difficulty & attendanceNot ratings
WorkloadHow much work the course took outside class, on Boston College's five-band scale — the band boundaries are not published, so this is not a number of hours.
5762nd pctl
Intellectually ChallengingThe course was intellectually challenging.
9170th pctl
Attendance MattersAttending class was necessary to do well in this course.
8950th pctl

Bar length is the rank against every comparable record we hold, not the raw score: BC's questions all have a median around 4.5, so a raw-scale bar would be nearly full on every row and would tell you nothing. Every bar is one ink colour — nothing here is graded green or red. The hatched bars are not ratings at all: a higher number on either describes a different course, not a better one.

Class by class

7 classes · 24 sections

How each position is worked outPositions account for how many records stand behind each number, so one perfect review does not outrank a semester of them. Every score shown is the real average — only the ordering is adjusted.

MATH 2250 Mathematical Foundations of Data ScienceOvr94Chal61stWork78th
On this class's boardonly instructor on record

6 sections on record · course itself rated 89 out of 100. See the full board for MATH 2250.

TermSecInstrCourseWork
Spring 202601969160
Fall 202501989360
Spring 202501898360
Fall 202401908860
Spring 202401938760
Fall 2023019994
All 13 items for MATH 2250
The Professor4 items
Clearly Explains MaterialThe instructor was effective at creating an understanding of difficult subject matter.
9557th pctl
Available Outside of ClassThe instructor was available for help outside of class.
9667th pctl
Brings Out Your Best WorkThe instructor motivated me to do my best work.
9348th pctl
Sparked My InterestThe course stimulated my interest in the subject matter.
9343rd pctl
The Course3 items
Well-Organized CourseThe course was well organized.
9360th pctl
Clear Learning GoalsThe learning objectives for the course were clear.
9252nd pctl
Useful Beyond the CourseWhat I learned is applicable beyond this course.
9138th pctl
Assignments & Feedback3 items
Assignments Help You LearnAssignments and exams contributed to my learning.
9473rd pctl
Gives Feedback PromptlyI received feedback on my work in a timely manner.
9574th pctl
Meaningful FeedbackThe feedback I received on my work was meaningful.
9361st pctl
Workload, difficulty & attendanceNot ratings
WorkloadHow much work the course took outside class, on Boston College's five-band scale — the band boundaries are not published, so this is not a number of hours.
6078th pctl
Intellectually ChallengingThe course was intellectually challenging.
9261st pctl
Attendance MattersAttending class was necessary to do well in this course.
9252nd pctl

Bar length is the rank against every comparable record we hold, not the raw score: BC's questions all have a median around 4.5, so a raw-scale bar would be nearly full on every row and would tell you nothing. Every bar is one ink colour — nothing here is graded green or red. The hatched bars are not ratings at all: a higher number on either describes a different course, not a better one.

MATH 1180 Principles of Statistics for the Health SciencesOvr90Chal40thWork39th
On this class's board1st of 14 instructors

5 sections on record · course itself rated 78 out of 100. See the full board for MATH 1180.

TermSecInstrCourseWork
Spring 202601939040
Spring 202501908540
Spring 2025029169
Spring 202401907560
Spring 202301877260
All 13 items for MATH 1180
The Professor4 items
Clearly Explains MaterialThe instructor was effective at creating an understanding of difficult subject matter.
9345th pctl
Available Outside of ClassThe instructor was available for help outside of class.
9670th pctl
Brings Out Your Best WorkThe instructor motivated me to do my best work.
9242nd pctl
Sparked My InterestThe course stimulated my interest in the subject matter.
9234th pctl
The Course3 items
Well-Organized CourseThe course was well organized.
9043rd pctl
Clear Learning GoalsThe learning objectives for the course were clear.
9037th pctl
Useful Beyond the CourseWhat I learned is applicable beyond this course.
838th pctl
Assignments & Feedback3 items
Assignments Help You LearnAssignments and exams contributed to my learning.
9045th pctl
Gives Feedback PromptlyI received feedback on my work in a timely manner.
9255th pctl
Meaningful FeedbackThe feedback I received on my work was meaningful.
9149th pctl
Workload, difficulty & attendanceNot ratings
WorkloadHow much work the course took outside class, on Boston College's five-band scale — the band boundaries are not published, so this is not a number of hours.
5039th pctl
Intellectually ChallengingThe course was intellectually challenging.
8940th pctl
Attendance MattersAttending class was necessary to do well in this course.
8317th pctl

Bar length is the rank against every comparable record we hold, not the raw score: BC's questions all have a median around 4.5, so a raw-scale bar would be nearly full on every row and would tell you nothing. Every bar is one ink colour — nothing here is graded green or red. The hatched bars are not ratings at all: a higher number on either describes a different course, not a better one.

MATH 1103 Calculus II (Mathematics/Science Majors)Ovr92Chal75thWork45th
On this class's board1st of 30 instructors

4 sections on record · course itself rated 87 out of 100. See the full board for MATH 1103.

TermSecInstrCourseWork
Fall 202401908560
Fall 202402979440
Spring 202306928560
Spring 202307898460
All 13 items for MATH 1103
The Professor4 items
Clearly Explains MaterialThe instructor was effective at creating an understanding of difficult subject matter.
9456th pctl
Available Outside of ClassThe instructor was available for help outside of class.
9457th pctl
Brings Out Your Best WorkThe instructor motivated me to do my best work.
9242nd pctl
Sparked My InterestThe course stimulated my interest in the subject matter.
9340th pctl
The Course3 items
Well-Organized CourseThe course was well organized.
9677th pctl
Clear Learning GoalsThe learning objectives for the course were clear.
9465th pctl
Useful Beyond the CourseWhat I learned is applicable beyond this course.
8822nd pctl
Assignments & Feedback3 items
Assignments Help You LearnAssignments and exams contributed to my learning.
9367th pctl
Gives Feedback PromptlyI received feedback on my work in a timely manner.
9678th pctl
Meaningful FeedbackThe feedback I received on my work was meaningful.
9464th pctl
Workload, difficulty & attendanceNot ratings
WorkloadHow much work the course took outside class, on Boston College's five-band scale — the band boundaries are not published, so this is not a number of hours.
5545th pctl
Intellectually ChallengingThe course was intellectually challenging.
9475th pctl
Attendance MattersAttending class was necessary to do well in this course.
9462nd pctl

Bar length is the rank against every comparable record we hold, not the raw score: BC's questions all have a median around 4.5, so a raw-scale bar would be nearly full on every row and would tell you nothing. Every bar is one ink colour — nothing here is graded green or red. The hatched bars are not ratings at all: a higher number on either describes a different course, not a better one.

MATH 1004 Finite Probability and ApplicationsOvr93Chal27thWork25th
On this class's board2nd of 33 instructors

3 sections on record · course itself rated 84 out of 100. See the full board for MATH 1004.

TermSecInstrCourseWork
Fall 2023019484
Fall 2023029185
Fall 202204938440
All 13 items for MATH 1004
The Professor4 items
Clearly Explains MaterialThe instructor was effective at creating an understanding of difficult subject matter.
9562nd pctl
Available Outside of ClassThe instructor was available for help outside of class.
9777th pctl
Brings Out Your Best WorkThe instructor motivated me to do my best work.
9240th pctl
Sparked My InterestThe course stimulated my interest in the subject matter.
9130th pctl
The Course3 items
Well-Organized CourseThe course was well organized.
9571st pctl
Clear Learning GoalsThe learning objectives for the course were clear.
9571st pctl
Useful Beyond the CourseWhat I learned is applicable beyond this course.
8614th pctl
Assignments & Feedback3 items
Assignments Help You LearnAssignments and exams contributed to my learning.
9473rd pctl
Gives Feedback PromptlyI received feedback on my work in a timely manner.
9676th pctl
Meaningful FeedbackThe feedback I received on my work was meaningful.
9357th pctl
Workload, difficulty & attendanceNot ratings
WorkloadHow much work the course took outside class, on Boston College's five-band scale — the band boundaries are not published, so this is not a number of hours.
4025th pctl
Intellectually ChallengingThe course was intellectually challenging.
8627th pctl
Attendance MattersAttending class was necessary to do well in this course.
9249th pctl

Bar length is the rank against every comparable record we hold, not the raw score: BC's questions all have a median around 4.5, so a raw-scale bar would be nearly full on every row and would tell you nothing. Every bar is one ink colour — nothing here is graded green or red. The hatched bars are not ratings at all: a higher number on either describes a different course, not a better one.

MATH 1102 Calculus I (Mathematics/Science Majors)Ovr90Chal49thWork78th
On this class's board3rd of 11 instructors Provisional

2 sections on record · course itself rated 84 out of 100. See the full board for MATH 1102.

TermSecInstrCourseWork
Fall 202506908460
Fall 202507908360
All 13 items for MATH 1102
The Professor4 items
Clearly Explains MaterialThe instructor was effective at creating an understanding of difficult subject matter.
9454th pctl
Available Outside of ClassThe instructor was available for help outside of class.
9457th pctl
Brings Out Your Best WorkThe instructor motivated me to do my best work.
9239th pctl
Sparked My InterestThe course stimulated my interest in the subject matter.
9446th pctl
The Course3 items
Well-Organized CourseThe course was well organized.
9469th pctl
Clear Learning GoalsThe learning objectives for the course were clear.
9466th pctl
Useful Beyond the CourseWhat I learned is applicable beyond this course.
9139th pctl
Assignments & Feedback3 items
Assignments Help You LearnAssignments and exams contributed to my learning.
9471st pctl
Gives Feedback PromptlyI received feedback on my work in a timely manner.
9573rd pctl
Meaningful FeedbackThe feedback I received on my work was meaningful.
9251st pctl
Workload, difficulty & attendanceNot ratings
WorkloadHow much work the course took outside class, on Boston College's five-band scale — the band boundaries are not published, so this is not a number of hours.
6078th pctl
Intellectually ChallengingThe course was intellectually challenging.
9049th pctl
Attendance MattersAttending class was necessary to do well in this course.
8937th pctl

Bar length is the rank against every comparable record we hold, not the raw score: BC's questions all have a median around 4.5, so a raw-scale bar would be nearly full on every row and would tell you nothing. Every bar is one ink colour — nothing here is graded green or red. The hatched bars are not ratings at all: a higher number on either describes a different course, not a better one.

MATH 1190 Fundamentals of Mathematics IOvr87Chal31stWork39th
On this class's board2nd of 4 instructors Provisional

2 sections on record · course itself rated 77 out of 100. See the full board for MATH 1190.

TermSecInstrCourseWork
Fall 202201897440
Fall 202202858060
All 13 items for MATH 1190
The Professor4 items
Clearly Explains MaterialThe instructor was effective at creating an understanding of difficult subject matter.
9241st pctl
Available Outside of ClassThe instructor was available for help outside of class.
9775th pctl
Brings Out Your Best WorkThe instructor motivated me to do my best work.
9347th pctl
Sparked My InterestThe course stimulated my interest in the subject matter.
9025th pctl
The Course3 items
Well-Organized CourseThe course was well organized.
9254th pctl
Clear Learning GoalsThe learning objectives for the course were clear.
9363rd pctl
Useful Beyond the CourseWhat I learned is applicable beyond this course.
8511th pctl
Assignments & Feedback3 items
Assignments Help You LearnAssignments and exams contributed to my learning.
9047th pctl
Gives Feedback PromptlyI received feedback on my work in a timely manner.
8626th pctl
Meaningful FeedbackThe feedback I received on my work was meaningful.
8936th pctl
Workload, difficulty & attendanceNot ratings
WorkloadHow much work the course took outside class, on Boston College's five-band scale — the band boundaries are not published, so this is not a number of hours.
5039th pctl
Intellectually ChallengingThe course was intellectually challenging.
8731st pctl
Attendance MattersAttending class was necessary to do well in this course.
8935th pctl

Bar length is the rank against every comparable record we hold, not the raw score: BC's questions all have a median around 4.5, so a raw-scale bar would be nearly full on every row and would tell you nothing. Every bar is one ink colour — nothing here is graded green or red. The hatched bars are not ratings at all: a higher number on either describes a different course, not a better one.

MESA 8412 Applied Mathematics for Data ScienceOvr94Chal75thWork100th
On this class's boardonly instructor on record Provisional

2 sections on record · course itself rated 87 out of 100. See the full board for MESA 8412.

TermSecInstrCourseWork
Fall 2025029491100
Fall 2024029583
All 13 items for MESA 8412
The Professor4 items
Clearly Explains MaterialThe instructor was effective at creating an understanding of difficult subject matter.
9987th pctl
Available Outside of ClassThe instructor was available for help outside of class.
9884th pctl
Brings Out Your Best WorkThe instructor motivated me to do my best work.
9672nd pctl
Sparked My InterestThe course stimulated my interest in the subject matter.
9666th pctl
The Course3 items
Well-Organized CourseThe course was well organized.
9467th pctl
Clear Learning GoalsThe learning objectives for the course were clear.
9570th pctl
Useful Beyond the CourseWhat I learned is applicable beyond this course.
8821st pctl
Assignments & Feedback3 items
Assignments Help You LearnAssignments and exams contributed to my learning.
9576th pctl
Gives Feedback PromptlyI received feedback on my work in a timely manner.
8521st pctl
Meaningful FeedbackThe feedback I received on my work was meaningful.
8521st pctl
Workload, difficulty & attendanceNot ratings
WorkloadHow much work the course took outside class, on Boston College's five-band scale — the band boundaries are not published, so this is not a number of hours.
100100th pctl
Intellectually ChallengingThe course was intellectually challenging.
9475th pctl
Attendance MattersAttending class was necessary to do well in this course.
8521st pctl

Bar length is the rank against every comparable record we hold, not the raw score: BC's questions all have a median around 4.5, so a raw-scale bar would be nearly full on every row and would tell you nothing. Every bar is one ink colour — nothing here is graded green or red. The hatched bars are not ratings at all: a higher number on either describes a different course, not a better one.

How to read this pageScores are out of 100 — Boston College's 1–5 agreement scale, ×20, the way these numbers were printed for years. Almost every class scores high on that scale (the median is about 90), so challenge and workload are shown as a rank against every instructor we hold rather than as a score; the raw figure is in the breakdown above. Neither describes quality, and neither is ever marked better or worse anywhere on this site. A dash means the question was not reported, and is never a zero. The position printed against each class is this instructor's place on that class's own board, computed from the same records the board itself is built from.