# MATH 703: Methods of Applied Mathematics 1 | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/MATH_703)

## Dataset

### revision

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### repository

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## course

### run id

20260907T155543-ce3781c4

### semester

1272

### observed at

2026-09-07 15:55:43.033547+00:00

### record version id

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### course id

MATH 703

### course uid

course\_2db4657387c508ee429c51fd

### catalog version id

aebca6bcc1ce4ff6b85a319df1031c851a766bfc2a04c41c54ffa8f75100ec3a

### course number

703

### subjects

* MATH

### title

METHODS OF APPLIED MATHEMATICS 1

### description

Study of the linear algebraic structure underlying discrete equilibrium problems. Boundary value problems for continous equilibria: Sturm-Liouville equations, Laplace's equation, Poisson's equation, and the equations for Stokes flow. Contour integration and conformal mapping. Applications of dynamics leading to initial value problems for ODEs and PDEs. Green's functions for ODEs and introduction to asymptotic methods for ODEs, e.g. WKB analysis. Separation of variables and eigenfunction expansions for linear PDEs. Examples from physics and engineering throughout. Knowledge of undergraduate linear algebra, analysis and complex analysis is strongly recommended.

### requirements text

Graduate/professional standing or member of the Pre-Masters Mathematics (Visiting International) Program

### credits min

3

### credits max

3

### credit offering ids

* 1272:600:011713

### llm job id

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### llm model

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### llm model revision

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### llm task version

14

### llm search status

valid

### llm summary

Methods of Applied Mathematics 1 covers linear algebraic structures, boundary value problems, complex analysis techniques, and PDE solution methods.

### llm topics

* Linear algebraic structures in discrete equilibrium
* Boundary value problems and continuous equilibria
* Contour integration and conformal mapping
* Initial value problems for ODEs and PDEs from dynamics
* Green's functions and asymptotic methods (WKB)
* Separation of variables and eigenfunction expansions for linear PDEs

### llm skills

* Analyze linear algebraic structures in discrete equilibrium problems
* Solve boundary value problems for continuous equilibria
* Apply contour integration and conformal mapping techniques
* Use Green's functions and asymptotic methods like WKB analysis
* Apply separation of variables and eigenfunction expansions for linear PDEs

### llm assumed background

* Undergraduate linear algebra, analysis, and complex analysis

### llm search phrases

* applied mathematics methods
* linear algebra discrete equilibrium
* Sturm-Liouville equations
* conformal mapping contour integration
* Green's functions ODE PDE
* asymptotic methods WKB

### llm requirements status

valid

### llm student summary status

valid

### llm experience status

valid

### catalog variants

None recorded.

### student summary

#### context hash

68adae7930f97e43bf99bed82d59f8ab822a436a9c8c0ca465a501e43a0cc551

#### course id

MATH 703

#### current instructors

```json
[
  {
    "instructor_uid": "instructor_fdbdcb32e4cb925a1f5ad270",
    "message": "No course-specific reviews available",
    "name": "Leslie Smith",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:152262",
    "summary": [
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        "text": "Recent recorded grades — Fall 2023: 3.94 GPA, 96.3% A/AB (n=27 letter grades); Fall 2024: 3.74 GPA, 90.3% A/AB (n=31 letter grades); Fall 2025: 3.71 GPA, 80.8% A/AB (n=26 letter grades)."
      }
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]
```

#### difficulty workload

Historical reviews of Georghe Craciun: Reviewers rated the difficulty as very low under Craciun, noting that his teaching style simplifies material that might otherwise require blind memorization.

```json
{
  "citations": [
    {
      "instructor_name": "Georghe Craciun",
      "review_date": "2014-12-17 20:23:40 +0000 UTC",
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    {
      "instructor_name": "Georghe Craciun",
      "review_date": "2014-12-21 20:50:31 +0000 UTC",
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```

#### errors

None recorded.

#### historical context

No reviews exist for current instructor Leslie Smith. Historical reviews for Georghe Craciun describe him as a fantastic and nice professor who makes the course easy and clear. He is praised for explaining the motivation behind mathematical concepts effectively.

```json
{
  "citations": [
    {
      "instructor_name": "Georghe Craciun",
      "review_date": "2014-12-17 20:23:40 +0000 UTC",
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      "type": "review"
    },
    {
      "instructor_name": "Georghe Craciun",
      "review_date": "2014-12-21 20:50:31 +0000 UTC",
      "review_id": "22cd1ea217aa3037c7082e05",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:767263",
      "source_review_id": "UmF0aW5nLTI0MTYzODMy",
      "source_url": "https://www.ratemyprofessors.com/professor/767263",
      "type": "review"
    },
    {
      "instructor_name": "Georghe Craciun",
      "review_date": "2017-04-15 23:50:16 +0000 UTC",
      "review_id": "4e568a7a34ab28cc5918d428",
      "run_id": "20260907T155543-ce3781c4",
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      "source_url": "https://www.ratemyprofessors.com/professor/767263",
      "type": "review"
    }
  ]
}
```

#### offered

true

#### profile hash

e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1

#### quick take

Historical reviews for Georghe Craciun describe MATH 703 as an interesting course with clear, motivating lectures that make complex concepts easy to understand.

```json
{
  "citations": [
    {
      "instructor_name": "Georghe Craciun",
      "review_date": "2014-12-17 20:23:40 +0000 UTC",
      "review_id": "293bd4b0b9cae10981ba2bc2",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:767263",
      "source_review_id": "UmF0aW5nLTI0MTI0NTk3",
      "source_url": "https://www.ratemyprofessors.com/professor/767263",
      "type": "review"
    },
    {
      "instructor_name": "Georghe Craciun",
      "review_date": "2014-12-21 20:50:31 +0000 UTC",
      "review_id": "22cd1ea217aa3037c7082e05",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:767263",
      "source_review_id": "UmF0aW5nLTI0MTYzODMy",
      "source_url": "https://www.ratemyprofessors.com/professor/767263",
      "type": "review"
    },
    {
      "instructor_name": "Georghe Craciun",
      "review_date": "2017-04-15 23:50:16 +0000 UTC",
      "review_id": "4e568a7a34ab28cc5918d428",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:767263",
      "source_review_id": "UmF0aW5nLTI4MDU1OTE2",
      "source_url": "https://www.ratemyprofessors.com/professor/767263",
      "type": "review"
    }
  ]
}
```

Recent recorded grades — Fall 2023: 3.94 GPA, 96.3% A/AB (n=27 letter grades); Fall 2024: 3.74 GPA, 90.3% A/AB (n=31 letter grades); Fall 2025: 3.71 GPA, 80.8% A/AB (n=26 letter grades).

```json
{
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```

#### student experience

Historical reviews of Georghe Craciun: Students found the course valuable for understanding the motivation behind mathematical objects, providing tools useful for future math classes.

```json
{
  "citations": [
    {
      "instructor_name": "Georghe Craciun",
      "review_date": "2017-04-15 23:50:16 +0000 UTC",
      "review_id": "4e568a7a34ab28cc5918d428",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:767263",
      "source_review_id": "UmF0aW5nLTI4MDU1OTE2",
      "source_url": "https://www.ratemyprofessors.com/professor/767263",
      "type": "review"
    }
  ]
}
```

#### task hash

74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68

#### teaching history

GHEORGHE CRACIUN is recorded teaching in Fall 2014, Fall 2015, Fall 2016, Fall 2018, Fall 2021, Fall 2022. Recorded history may be incomplete and does not establish a future schedule.

```json
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```

LESLIE SMITH is recorded teaching in Fall 2008, Fall 2009, Fall 2010, Fall 2011, Fall 2017, Fall 2023, Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.

```json
{
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#### term id

1272

#### term name

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#### version

2

### requirements

#### nodes

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```

#### notes

None recorded.

#### root

n0

#### status

parsed

### instructors

| instructor\_uid                      | source     | source\_instructor\_id | identity\_basis | identity\_status   | name         | email                 | first\_observed\_at              | last\_observed\_at               | instructor\_url                                                  |
| ------------------------------------ | ---------- | ---------------------- | --------------- | ------------------ | ------------ | --------------------- | -------------------------------- | -------------------------------- | ---------------------------------------------------------------- |
| instructor\_fdbdcb32e4cb925a1f5ad270 | enrollment | lesliesmith            | netid           | source\_identified | Leslie Smith | LSMITH\@MATH.WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/LESLIE\_SMITH--instructor\_fdbdcb32e4cb925a1f5ad270 |

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    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 19,
    "source_aliases": [
      "MATH 703"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MATH 703",
    "course_uid": "course_2db4657387c508ee429c51fd",
    "term_id": "1152",
    "term_name": "Fall 2014",
    "instructors": [
      "Gheorghe Craciun"
    ],
    "a": 31,
    "ab": 0,
    "b": 1,
    "bc": 0,
    "c": 1,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 33,
    "source_aliases": [
      "MATH 703"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MATH 703",
    "course_uid": "course_2db4657387c508ee429c51fd",
    "term_id": "1162",
    "term_name": "Fall 2015",
    "instructors": [
      "Gheorghe Craciun"
    ],
    "a": 32,
    "ab": 2,
    "b": 2,
    "bc": 1,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 37,
    "source_aliases": [
      "MATH 703"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MATH 703",
    "course_uid": "course_2db4657387c508ee429c51fd",
    "term_id": "1172",
    "term_name": "Fall 2016",
    "instructors": [
      "Gheorghe Craciun"
    ],
    "a": 25,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 25,
    "source_aliases": [
      "MATH 703"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MATH 703",
    "course_uid": "course_2db4657387c508ee429c51fd",
    "term_id": "1182",
    "term_name": "Fall 2017",
    "instructors": [
      "Leslie Smith"
    ],
    "a": 25,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 25,
    "source_aliases": [
      "MATH 703"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MATH 703",
    "course_uid": "course_2db4657387c508ee429c51fd",
    "term_id": "1192",
    "term_name": "Fall 2018",
    "instructors": [
      "Gheorghe Craciun"
    ],
    "a": 42,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 42,
    "source_aliases": [
      "MATH 703"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MATH 703",
    "course_uid": "course_2db4657387c508ee429c51fd",
    "term_id": "1202",
    "term_name": "Fall 2019",
    "instructors": [
      "Saverio Spagnolie"
    ],
    "a": 16,
    "ab": 11,
    "b": 3,
    "bc": 4,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 34,
    "source_aliases": [
      "MATH 703"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MATH 703",
    "course_uid": "course_2db4657387c508ee429c51fd",
    "term_id": "1212",
    "term_name": "Fall 2020",
    "instructors": [
      "Saverio Spagnolie"
    ],
    "a": 10,
    "ab": 3,
    "b": 6,
    "bc": 1,
    "c": 0,
    "d": 5,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 25,
    "source_aliases": [
      "MATH 703"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MATH 703",
    "course_uid": "course_2db4657387c508ee429c51fd",
    "term_id": "1222",
    "term_name": "Fall 2021",
    "instructors": [
      "Gheorghe Craciun"
    ],
    "a": 32,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 32,
    "source_aliases": [
      "MATH 703"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MATH 703",
    "course_uid": "course_2db4657387c508ee429c51fd",
    "term_id": "1232",
    "term_name": "Fall 2022",
    "instructors": [
      "Gheorghe Craciun"
    ],
    "a": 31,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 31,
    "source_aliases": [
      "MATH 703"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MATH 703",
    "course_uid": "course_2db4657387c508ee429c51fd",
    "term_id": "1242",
    "term_name": "Fall 2023",
    "instructors": [
      "Leslie Smith"
    ],
    "a": 25,
    "ab": 1,
    "b": 1,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 27,
    "source_aliases": [
      "MATH 703"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MATH 703",
    "course_uid": "course_2db4657387c508ee429c51fd",
    "term_id": "1252",
    "term_name": "Fall 2024",
    "instructors": [
      "Leslie Smith"
    ],
    "a": 22,
    "ab": 6,
    "b": 2,
    "bc": 0,
    "c": 0,
    "d": 1,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 31,
    "source_aliases": [
      "MATH 703"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MATH 703",
    "course_uid": "course_2db4657387c508ee429c51fd",
    "term_id": "1262",
    "term_name": "Fall 2025",
    "instructors": [
      "Leslie Smith"
    ],
    "a": 18,
    "ab": 3,
    "b": 3,
    "bc": 2,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 26,
    "source_aliases": [
      "MATH 703"
    ]
  }
]
```

### statistics

#### gpa

3.798

#### graded

498

#### counts

* 393
* 52
* 35
* 9
* 2
* 6
* 1

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_2db4657387c508ee429c51fd-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_2db4657387c508ee429c51fd-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_2db4657387c508ee429c51fd-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_2db4657387c508ee429c51fd-0.json)

#### reviews

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_2db4657387c508ee429c51fd-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_2db4657387c508ee429c51fd-0.json)

#### meetings

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_2db4657387c508ee429c51fd-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_2db4657387c508ee429c51fd-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_2db4657387c508ee429c51fd-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_2db4657387c508ee429c51fd-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## context

### all

#### term



#### gpa

3.7981927710843375

#### count

498

#### university

##### size

4146

##### gpa Percentile

61

##### count Percentile

73

##### median Count

193

##### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 0     | false   |
| 2.4–2.8 | 10    | false   |
| 2.8–3.2 | 326   | false   |
| 3.2–3.6 | 1185  | false   |
| 3.6–4.0 | 2625  | true    |

#### departments

```json
[
  {
    "subject": "MATH",
    "comparison": {
      "size": 97,
      "gpaPercentile": 60,
      "countPercentile": 63,
      "medianCount": 297,
      "histogram": [
        {
          "range": "0.0–0.4",
          "count": 0,
          "current": false
        },
        {
          "range": "0.4–0.8",
          "count": 0,
          "current": false
        },
        {
          "range": "0.8–1.2",
          "count": 0,
          "current": false
        },
        {
          "range": "1.2–1.6",
          "count": 0,
          "current": false
        },
        {
          "range": "1.6–2.0",
          "count": 0,
          "current": false
        },
        {
          "range": "2.0–2.4",
          "count": 0,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 2,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 31,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 16,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 48,
          "current": true
        }
      ]
    }
  }
]
```

### terms

#### 1072

##### term

1072

##### gpa

3.8823529411764706

##### count

17

##### departments

| subject | comparison |
| ------- | ---------- |
| MATH    |            |

#### 1082

##### term

1082

##### gpa

3.923076923076923

##### count

13

##### departments

| subject | comparison |
| ------- | ---------- |
| MATH    |            |

#### 1092

##### term

1092

##### gpa

3.55

##### count

10

##### departments

| subject | comparison |
| ------- | ---------- |
| MATH    |            |

#### 1102

##### term

1102

##### gpa

3.789473684210526

##### count

19

##### departments

| subject | comparison |
| ------- | ---------- |
| MATH    |            |

#### 1112

##### term

1112

##### gpa

3.272727272727273

##### count

11

##### departments

| subject | comparison |
| ------- | ---------- |
| MATH    |            |

#### 1122

##### term

1122

##### gpa

3.7962962962962963

##### count

27

##### departments

| subject | comparison |
| ------- | ---------- |
| MATH    |            |

#### 1132

##### term

1132

##### gpa

3.5

##### count

14

##### departments

| subject | comparison |
| ------- | ---------- |
| MATH    |            |

#### 1142

##### term

1142

##### gpa

3.710526315789474

##### count

19

##### departments

| subject | comparison |
| ------- | ---------- |
| MATH    |            |

#### 1152

##### term

1152

##### gpa

3.909090909090909

##### count

33

##### university

###### size

918

###### gpa Percentile

91

###### count Percentile

6

###### median Count

65

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 1     | false   |
| 2.4–2.8 | 33    | false   |
| 2.8–3.2 | 227   | false   |
| 3.2–3.6 | 371   | false   |
| 3.6–4.0 | 286   | true    |

##### departments

```json
[
  {
    "subject": "MATH",
    "comparison": {
      "size": 34,
      "gpaPercentile": 100,
      "countPercentile": 3,
      "medianCount": 82,
      "histogram": [
        {
          "range": "0.0–0.4",
          "count": 0,
          "current": false
        },
        {
          "range": "0.4–0.8",
          "count": 0,
          "current": false
        },
        {
          "range": "0.8–1.2",
          "count": 0,
          "current": false
        },
        {
          "range": "1.2–1.6",
          "count": 0,
          "current": false
        },
        {
          "range": "1.6–2.0",
          "count": 0,
          "current": false
        },
        {
          "range": "2.0–2.4",
          "count": 1,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 5,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 15,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 9,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 4,
          "current": true
        }
      ]
    }
  }
]
```

#### 1162

##### term

1162

##### gpa

3.8783783783783785

##### count

37

##### university

###### size

954

###### gpa Percentile

88

###### count Percentile

14

###### median Count

64.5

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 2     | false   |
| 2.4–2.8 | 23    | false   |
| 2.8–3.2 | 234   | false   |
| 3.2–3.6 | 350   | false   |
| 3.6–4.0 | 345   | true    |

##### departments

```json
[
  {
    "subject": "MATH",
    "comparison": {
      "size": 36,
      "gpaPercentile": 97,
      "countPercentile": 23,
      "medianCount": 74.5,
      "histogram": [
        {
          "range": "0.0–0.4",
          "count": 0,
          "current": false
        },
        {
          "range": "0.4–0.8",
          "count": 0,
          "current": false
        },
        {
          "range": "0.8–1.2",
          "count": 0,
          "current": false
        },
        {
          "range": "1.2–1.6",
          "count": 0,
          "current": false
        },
        {
          "range": "1.6–2.0",
          "count": 0,
          "current": false
        },
        {
          "range": "2.0–2.4",
          "count": 1,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 3,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 20,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 9,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 3,
          "current": true
        }
      ]
    }
  }
]
```

#### 1172

##### term

1172

##### gpa

4

##### count

25

##### departments

| subject | comparison |
| ------- | ---------- |
| MATH    |            |

#### 1182

##### term

1182

##### gpa

4

##### count

25

##### departments

| subject | comparison |
| ------- | ---------- |
| MATH    |            |

#### 1192

##### term

1192

##### gpa

4

##### count

42

##### university

###### size

1077

###### gpa Percentile

97

###### count Percentile

24

###### median Count

67

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 1     | false   |
| 2.4–2.8 | 22    | false   |
| 2.8–3.2 | 203   | false   |
| 3.2–3.6 | 370   | false   |
| 3.6–4.0 | 481   | true    |

##### departments

```json
[
  {
    "subject": "MATH",
    "comparison": {
      "size": 39,
      "gpaPercentile": 97,
      "countPercentile": 5,
      "medianCount": 99,
      "histogram": [
        {
          "range": "0.0–0.4",
          "count": 0,
          "current": false
        },
        {
          "range": "0.4–0.8",
          "count": 0,
          "current": false
        },
        {
          "range": "0.8–1.2",
          "count": 0,
          "current": false
        },
        {
          "range": "1.2–1.6",
          "count": 0,
          "current": false
        },
        {
          "range": "1.6–2.0",
          "count": 0,
          "current": false
        },
        {
          "range": "2.0–2.4",
          "count": 0,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 4,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 24,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 8,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 3,
          "current": true
        }
      ]
    }
  }
]
```

#### 1202

##### term

1202

##### gpa

3.573529411764706

##### count

34

##### university

###### size

1102

###### gpa Percentile

52

###### count Percentile

9

###### median Count

68

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 1     | false   |
| 2.4–2.8 | 14    | false   |
| 2.8–3.2 | 218   | false   |
| 3.2–3.6 | 371   | true    |
| 3.6–4.0 | 498   | false   |

##### departments

```json
[
  {
    "subject": "MATH",
    "comparison": {
      "size": 40,
      "gpaPercentile": 87,
      "countPercentile": 10,
      "medianCount": 90.5,
      "histogram": [
        {
          "range": "0.0–0.4",
          "count": 0,
          "current": false
        },
        {
          "range": "0.4–0.8",
          "count": 0,
          "current": false
        },
        {
          "range": "0.8–1.2",
          "count": 0,
          "current": false
        },
        {
          "range": "1.2–1.6",
          "count": 0,
          "current": false
        },
        {
          "range": "1.6–2.0",
          "count": 0,
          "current": false
        },
        {
          "range": "2.0–2.4",
          "count": 0,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 4,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 24,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 7,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 5,
          "current": false
        }
      ]
    }
  }
]
```

#### 1212

##### term

1212

##### gpa

3.04

##### count

25

##### departments

| subject | comparison |
| ------- | ---------- |
| MATH    |            |

#### 1222

##### term

1222

##### gpa

4

##### count

32

##### university

###### size

1157

###### gpa Percentile

97

###### count Percentile

6

###### median Count

64

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 1     | false   |
| 2.4–2.8 | 17    | false   |
| 2.8–3.2 | 174   | false   |
| 3.2–3.6 | 351   | false   |
| 3.6–4.0 | 614   | true    |

##### departments

```json
[
  {
    "subject": "MATH",
    "comparison": {
      "size": 39,
      "gpaPercentile": 100,
      "countPercentile": 0,
      "medianCount": 63,
      "histogram": [
        {
          "range": "0.0–0.4",
          "count": 0,
          "current": false
        },
        {
          "range": "0.4–0.8",
          "count": 0,
          "current": false
        },
        {
          "range": "0.8–1.2",
          "count": 0,
          "current": false
        },
        {
          "range": "1.2–1.6",
          "count": 0,
          "current": false
        },
        {
          "range": "1.6–2.0",
          "count": 0,
          "current": false
        },
        {
          "range": "2.0–2.4",
          "count": 1,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 5,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 13,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 12,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 8,
          "current": true
        }
      ]
    }
  }
]
```

#### 1232

##### term

1232

##### gpa

4

##### count

31

##### university

###### size

1216

###### gpa Percentile

95

###### count Percentile

4

###### median Count

66

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 2     | false   |
| 2.4–2.8 | 14    | false   |
| 2.8–3.2 | 174   | false   |
| 3.2–3.6 | 356   | false   |
| 3.6–4.0 | 670   | true    |

##### departments

```json
[
  {
    "subject": "MATH",
    "comparison": {
      "size": 43,
      "gpaPercentile": 95,
      "countPercentile": 2,
      "medianCount": 69,
      "histogram": [
        {
          "range": "0.0–0.4",
          "count": 0,
          "current": false
        },
        {
          "range": "0.4–0.8",
          "count": 0,
          "current": false
        },
        {
          "range": "0.8–1.2",
          "count": 0,
          "current": false
        },
        {
          "range": "1.2–1.6",
          "count": 0,
          "current": false
        },
        {
          "range": "1.6–2.0",
          "count": 0,
          "current": false
        },
        {
          "range": "2.0–2.4",
          "count": 1,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 4,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 17,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 14,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 7,
          "current": true
        }
      ]
    }
  }
]
```

#### 1242

##### term

1242

##### gpa

3.9444444444444446

##### count

27

##### departments

| subject | comparison |
| ------- | ---------- |
| MATH    |            |

#### 1252

##### term

1252

##### gpa

3.7419354838709675

##### count

31

##### university

###### size

1333

###### gpa Percentile

58

###### count Percentile

3

###### median Count

69

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 0     | false   |
| 2.4–2.8 | 14    | false   |
| 2.8–3.2 | 115   | false   |
| 3.2–3.6 | 431   | false   |
| 3.6–4.0 | 773   | true    |

##### departments

```json
[
  {
    "subject": "MATH",
    "comparison": {
      "size": 43,
      "gpaPercentile": 98,
      "countPercentile": 0,
      "medianCount": 74,
      "histogram": [
        {
          "range": "0.0–0.4",
          "count": 0,
          "current": false
        },
        {
          "range": "0.4–0.8",
          "count": 0,
          "current": false
        },
        {
          "range": "0.8–1.2",
          "count": 0,
          "current": false
        },
        {
          "range": "1.2–1.6",
          "count": 0,
          "current": false
        },
        {
          "range": "1.6–2.0",
          "count": 0,
          "current": false
        },
        {
          "range": "2.0–2.4",
          "count": 0,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 5,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 20,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 16,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 2,
          "current": true
        }
      ]
    }
  }
]
```

#### 1262

##### term

1262

##### gpa

3.7115384615384617

##### count

26

##### departments

| subject | comparison |
| ------- | ---------- |
| MATH    |            |

### benchmarks

#### all

##### school

###### size

4146

###### gpa

3.655576857310451

###### top Share

81.61127984016484

###### count

193

##### MATH

###### size

97

###### gpa

3.5110850672888794

###### top Share

72.940720357223

###### count

297

#### terms

##### 1072

###### school

###### size

723

###### gpa

3.344595727439471

###### top Share

62.012941427864526

###### count

67

###### MATH

###### size

21

###### gpa

2.878188611674867

###### top Share

40.4748751710427

###### count

115

##### 1082

###### school

###### size

723

###### gpa

3.3583896732335172

###### top Share

62.932746798940194

###### count

68

###### MATH

###### size

20

###### gpa

2.8603540012311925

###### top Share

39.28661748894661

###### count

122

##### 1092

###### school

###### size

732

###### gpa

3.374660709520374

###### top Share

63.690339324346596

###### count

70

###### MATH

###### size

22

###### gpa

2.8820162698417926

###### top Share

39.71597770466243

###### count

131

##### 1102

###### school

###### size

774

###### gpa

3.36712622366007

###### top Share

63.703228532165696

###### count

67

###### MATH

###### size

27

###### gpa

2.936619140855453

###### top Share

42.28372460948232

###### count

76

##### 1112

###### school

###### size

805

###### gpa

3.3737773184830386

###### top Share

63.91039244872789

###### count

66

###### MATH

###### size

26

###### gpa

2.9941347625171355

###### top Share

43.79682105650899

###### count

87

##### 1122

###### school

###### size

804

###### gpa

3.3737149752667013

###### top Share

63.65118790117902

###### count

70

###### MATH

###### size

27

###### gpa

2.898067749128924

###### top Share

42.09489165698714

###### count

103

##### 1132

###### school

###### size

851

###### gpa

3.391128778809763

###### top Share

64.69509437122704

###### count

66

###### MATH

###### size

25

###### gpa

2.9605395515107897

###### top Share

42.794601137643824

###### count

108

##### 1142

###### school

###### size

853

###### gpa

3.3941849959684913

###### top Share

65.28450334228523

###### count

67

###### MATH

###### size

31

###### gpa

3.009040780059457

###### top Share

45.87481076818359

###### count

77

##### 1152

###### school

###### size

918

###### gpa

3.408733538594633

###### top Share

66.06693005846735

###### count

65

###### MATH

###### size

34

###### gpa

3.0803080141506425

###### top Share

49.72677618758506

###### count

82

##### 1162

###### school

###### size

954

###### gpa

3.43726781345039

###### top Share

68.05645304987395

###### count

64.5

###### MATH

###### size

36

###### gpa

3.1059509777204544

###### top Share

50.071044743474

###### count

74.5

##### 1172

###### school

###### size

991

###### gpa

3.465129042641772

###### top Share

69.42600667567366

###### count

67

###### MATH

###### size

36

###### gpa

3.098601909983034

###### top Share

48.67573746500224

###### count

66

##### 1182

###### school

###### size

1025

###### gpa

3.474159360325319

###### top Share

70.34861441764347

###### count

69

###### MATH

###### size

36

###### gpa

3.0839531022443034

###### top Share

48.116975859522796

###### count

80

##### 1192

###### school

###### size

1077

###### gpa

3.50327634323125

###### top Share

72.44641925727845

###### count

67

###### MATH

###### size

39

###### gpa

3.1003216533236415

###### top Share

50.01588968281552

###### count

99

##### 1202

###### school

###### size

1102

###### gpa

3.5102605987403313

###### top Share

72.78244569053733

###### count

68

###### MATH

###### size

40

###### gpa

3.1467748801316944

###### top Share

52.57847974231038

###### count

90.5

##### 1212

###### school

###### size

1111

###### gpa

3.5856416028074487

###### top Share

77.58926748660845

###### count

68

###### MATH

###### size

41

###### gpa

3.3211331103538813

###### top Share

59.85093623917685

###### count

87

##### 1222

###### school

###### size

1157

###### gpa

3.563052311875811

###### top Share

76.64869058732418

###### count

64

###### MATH

###### size

39

###### gpa

3.2083447119296955

###### top Share

56.75007696473496

###### count

63

##### 1232

###### school

###### size

1216

###### gpa

3.575457431972425

###### top Share

77.33712216234007

###### count

66

###### MATH

###### size

43

###### gpa

3.2486774162409366

###### top Share

56.56203211471963

###### count

69

##### 1242

###### school

###### size

1295

###### gpa

3.595302892737449

###### top Share

78.36291889885307

###### count

67

###### MATH

###### size

43

###### gpa

3.2449031633350183

###### top Share

58.03783489438137

###### count

80

##### 1252

###### school

###### size

1333

###### gpa

3.619494049739118

###### top Share

79.71442190500672

###### count

69

###### MATH

###### size

43

###### gpa

3.185692541204979

###### top Share

54.14175342403773

###### count

74

##### 1262

###### school

###### size

1320

###### gpa

3.628825763035853

###### top Share

80.21118846327654

###### count

70

###### MATH

###### size

43

###### gpa

3.2481769276584003

###### top Share

56.325967864851854

###### count

81

## instructor Trends

```json
[
  {
    "uid": "instructor_b8e44b154dc09c12ff6006ac",
    "name": "GHEORGHE CRACIUN",
    "count": 200,
    "terms": [
      {
        "term": "1152",
        "count": 33,
        "sections": 1,
        "gpa": 3.909090909090909
      },
      {
        "term": "1162",
        "count": 37,
        "sections": 1,
        "gpa": 3.8783783783783785
      },
      {
        "term": "1172",
        "count": 25,
        "sections": 1,
        "gpa": 4
      },
      {
        "term": "1192",
        "count": 42,
        "sections": 1,
        "gpa": 4
      },
      {
        "term": "1222",
        "count": 32,
        "sections": 1,
        "gpa": 4
      },
      {
        "term": "1232",
        "count": 31,
        "sections": 1,
        "gpa": 4
      }
    ]
  },
  {
    "uid": "instructor_a53c5963d3aa5afa5d3d35bd",
    "name": "LESLIE SMITH",
    "count": 176,
    "terms": [
      {
        "term": "1092",
        "count": 10,
        "sections": 1,
        "gpa": 3.55
      },
      {
        "term": "1102",
        "count": 19,
        "sections": 1,
        "gpa": 3.789473684210526
      },
      {
        "term": "1112",
        "count": 11,
        "sections": 1,
        "gpa": 3.272727272727273
      },
      {
        "term": "1122",
        "count": 27,
        "sections": 1,
        "gpa": 3.7962962962962963
      },
      {
        "term": "1182",
        "count": 25,
        "sections": 1,
        "gpa": 4
      },
      {
        "term": "1242",
        "count": 27,
        "sections": 1,
        "gpa": 3.9444444444444446
      },
      {
        "term": "1252",
        "count": 31,
        "sections": 1,
        "gpa": 3.7419354838709675
      },
      {
        "term": "1262",
        "count": 26,
        "sections": 1,
        "gpa": 3.7115384615384617
      }
    ]
  },
  {
    "uid": "instructor_ec22b3679a357165d2295d3a",
    "name": "SAVERIO SPAGNOLIE",
    "count": 59,
    "terms": [
      {
        "term": "1202",
        "count": 34,
        "sections": 1,
        "gpa": 3.573529411764706
      },
      {
        "term": "1212",
        "count": 25,
        "sections": 1,
        "gpa": 3.04
      }
    ]
  },
  {
    "uid": "instructor_ba5b41fe7dad67a1d6af17a1",
    "name": "JEAN-LUC THIFFEAULT",
    "count": 33,
    "terms": [
      {
        "term": "1132",
        "count": 14,
        "sections": 1,
        "gpa": 3.5
      },
      {
        "term": "1142",
        "count": 19,
        "sections": 1,
        "gpa": 3.710526315789474
      }
    ]
  },
  {
    "uid": "instructor_eaaa68b41bc199106a95d739",
    "name": "MARSHALL SLEMROD",
    "count": 30,
    "terms": [
      {
        "term": "1072",
        "count": 17,
        "sections": 1,
        "gpa": 3.8823529411764706
      },
      {
        "term": "1082",
        "count": 13,
        "sections": 1,
        "gpa": 3.923076923076923
      }
    ]
  }
]
```

## following

None recorded.
