# ACTSCI 652: Fundamentals of Short-term Actuarial Modeling | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/ACTSCI_652)

## Dataset

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

### repository

twangodev/uwcourses

### schema version

6

### importer version

7

### projection id

52a78527ff09011d88cb04c7d43867d9fbfec2930bf1dd2ec359ebd2844e0b07

### observed at

2026-09-07T15:55:43.033547+00:00

### built at

2026-09-10T19:50:42.743001+00:00

### courses

8951

### current instructors

5754

### limited

false

### terms

* 1272
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### term

1272

### departments

| subject   | count |
| --------- | ----- |
| AAE       | 90    |
| ABT       | 20    |
| ACCTIS    | 36    |
| ACTSCI    | 14    |
| AFAERO    | 10    |
| AFRICAN   | 87    |
| AFROAMER  | 71    |
| AGROECOL  | 21    |
| AMERIND   | 53    |
| ANAT\&PHY | 7     |
| ANATOMY   | 2     |
| ANESTHES  | 8     |
| ANSCI     | 57    |
| ANTHRO    | 95    |
| ART       | 125   |
| ARTED     | 10    |
| ARTHIST   | 121   |
| ASIALANG  | 129   |
| ASIAN     | 109   |
| ASIANAM   | 28    |
| ASTRON    | 38    |
| ATMOCN    | 69    |
| BIOCHEM   | 51    |
| BIOCORE   | 10    |
| BIOLOGY   | 14    |
| BIOMDSCI  | 18    |
| BME       | 66    |
| BMI       | 41    |
| BMOLCHEM  | 10    |
| BOTANY    | 69    |
| BSE       | 44    |
| C\&ESOC   | 73    |
| CBE       | 48    |
| CHEM      | 101   |
| CHICLA    | 52    |
| CIVENGR   | 133   |
| CLASSICS  | 47    |
| CNP       | 10    |
| CNSRSCI   | 50    |
| COMARTS   | 137   |
| COMPBIO   | 15    |
| COMPLIT   | 11    |
| COMPSCI   | 138   |
| COUNPSY   | 78    |
| CRB       | 19    |
| CS\&D     | 71    |
| CSCS      | 40    |
| CURRIC    | 193   |
| DANCE     | 93    |
| DERM      | 8     |
| DS        | 88    |
| DYSCI     | 35    |
| ECE       | 155   |
| ECON      | 145   |
| EDPOL     | 114   |
| EDPSYCH   | 97    |
| ELPA      | 70    |
| EMA       | 53    |
| EMERMED   | 17    |
| ENGL      | 206   |
| ENTOM     | 40    |
| ENVIRST   | 148   |
| EP        | 15    |
| EPD       | 67    |
| ESL       | 16    |
| F\&WECOL  | 60    |
| FAMMED    | 22    |
| FINANCE   | 50    |
| FOLKLORE  | 40    |
| FOODSCI   | 43    |
| FRENCH    | 63    |
| GEN\&WS   | 145   |
| GENBUS    | 72    |
| GENECSLR  | 17    |
| GENETICS  | 60    |
| GEOG      | 113   |
| GEOSCI    | 83    |
| GERMAN    | 82    |
| GLE       | 48    |
| GNS       | 38    |
| GREEK     | 27    |
| HDFS      | 41    |
| HEBR-BIB  | 13    |
| HEBR-MOD  | 10    |
| HISTORY   | 233   |
| HISTSCI   | 56    |
| HONCOL    | 13    |
| ILS       | 43    |
| INFOSYS   | 9     |
| INTEGART  | 7     |
| INTEGSCI  | 22    |
| INTER-AG  | 18    |
| INTER-HE  | 11    |
| INTER-LS  | 22    |
| INTEREGR  | 16    |
| INTLBUS   | 21    |
| INTLST    | 50    |
| ISYE      | 83    |
| ITALIAN   | 53    |
| JEWISH    | 56    |
| JOURN     | 88    |
| KINES     | 128   |
| LACIS     | 26    |
| LANDARC   | 61    |
| LATIN     | 24    |
| LAW       | 120   |
| LEGALST   | 48    |
| LINGUIS   | 35    |
| LIS       | 89    |
| LITTRANS  | 78    |
| LSC       | 52    |
| M\&ENVTOX | 7     |
| MARKETNG  | 62    |
| MATH      | 153   |
| MDGENET   | 8     |
| ME        | 130   |
| MEDHIST   | 43    |
| MEDICINE  | 60    |
| MEDIEVAL  | 32    |
| MEDPHYS   | 39    |
| MEDSC-M   | 29    |
| MEDSC-V   | 41    |
| MHR       | 68    |
| MICROBIO  | 45    |
| MILSCI    | 16    |
| MM\&I     | 22    |
| MOLBIOL   | 6     |
| MS\&E     | 59    |
| MUSIC     | 165   |
| MUSPERF   | 126   |
| NAVSCI    | 20    |
| NE        | 44    |
| NEURODPT  | 11    |
| NEUROL    | 7     |
| NEURSURG  | 4     |
| NTP       | 11    |
| NURSING   | 111   |
| NUTRSCI   | 65    |
| OBS\&GYN  | 18    |
| OCCTHER   | 39    |
| ONCOLOGY  | 14    |
| OPHTHALM  | 5     |
| OTM       | 43    |
| PATH      | 34    |
| PATH-BIO  | 29    |
| PEDIAT    | 26    |
| PHARMACY  | 31    |
| PHILOS    | 77    |
| PHMCOL-M  | 11    |
| PHMPRAC   | 45    |
| PHMSCI    | 60    |
| PHYASST   | 37    |
| PHYSICS   | 88    |
| PHYSIOL   | 3     |
| PHYTHER   | 37    |
| PLANTSCI  | 52    |
| PLPATH    | 35    |
| POLISCI   | 192   |
| POPHLTH   | 58    |
| PORTUG    | 33    |
| PSYCH     | 101   |
| PSYCHIAT  | 22    |
| PUBAFFR   | 54    |
| PUBLHLTH  | 23    |
| RADIOL    | 11    |
| REALEST   | 41    |
| RELIGST   | 90    |
| RHABMED   | 9     |
| RMI       | 24    |
| RP\&SE    | 102   |
| S\&APHM   | 17    |
| SCANDST   | 73    |
| SLAVIC    | 89    |
| SOC       | 149   |
| SOCWORK   | 87    |
| SOILSCI   | 46    |
| SPANISH   | 83    |
| SRMED     | 21    |
| STAT      | 94    |
| STDYABRD  | 52    |
| STS       | 8     |
| SURGERY   | 25    |
| SURGSCI   | 33    |
| THEATRE   | 91    |
| URBRPL    | 60    |
| UROLOGY   | 5     |
| ZOOLOGY   | 89    |

## course

### run id

20260907T155543-ce3781c4

### semester

1272

### observed at

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

### record version id

6d1890709218a33ea748046c12792ee074262dc7b6cdc318a8bfbad2b99e98e6

### course id

ACTSCI 652

### course uid

course\_9f3d31814669db24532fa2c2

### catalog version id

5c111f47de26f3752b75af1524e0bdd2104acb0caea10ef68917db01cbc09ee8

### course number

652

### subjects

* ACTSCI

### title

FUNDAMENTALS OF SHORT-TERM ACTUARIAL MODELING

### description

Definition and selection of probability distributions appropriate for insurance data that are heavily tailed and skewed.

### requirements text

(GEN BUS 317,STAT/​MATH  310,STAT 333,340, or concurrent enrollment), declared in undergraduate Business Exchange program, or Capstone Certificate in Actuarial Science

### credits min

3

### credits max

3

### credit offering ids

* 1272:242:003681

### llm job id

enrich-ecd149b6a6e0877fce2f3d1c

### llm output id

c4b1a1a740b433d73aa29000146cbd07e12b76734ec52b9721c8947b92d1ae87

### llm model

nvidia/Qwen3.6-35B-A3B-NVFP4

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

Covers the definition and selection of probability distributions for heavily tailed and skewed insurance data.

### llm topics

* Probability distributions for insurance data
* Heavily tailed and skewed distributions

### llm skills

* Defining and selecting probability distributions for insurance data.

### llm assumed background

* Probability theory, statistical inference, regression analysis, and data modeling using R.

### llm search phrases

* short-term actuarial modeling
* insurance data distributions
* probability distributions insurance
* actuarial science fundamentals

### llm requirements status

valid

### llm student summary status

valid

### llm experience status

valid

### catalog variants

None recorded.

### student summary

#### context hash

98b0b942f6999fda28eb61355ba2b15677e5ef0dd1ec55c48de9a06d8b6678c3

#### course id

ACTSCI 652

#### current instructors

```json
[
  {
    "instructor_uid": "instructor_16108f07e489ecef35556124",
    "message": null,
    "name": "Paul Johnson",
    "review_status": "supported",
    "rmp_instructor_id": "rmp:2067033",
    "summary": [
      {
        "citations": [
          {
            "instructor_name": "Paul Johnson",
            "review_date": "2018-12-15 02:38:23 +0000 UTC",
            "review_id": "d3cf69f6a0fc5bdd9876087e",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:2067033",
            "source_review_id": "UmF0aW5nLTMxMDM2NTU5",
            "source_url": "https://www.ratemyprofessors.com/professor/2067033",
            "type": "review"
          },
          {
            "instructor_name": "Paul Johnson",
            "review_date": "2023-04-23 22:20:02 +0000 UTC",
            "review_id": "0f87a21987ce64ecf17555c4",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:2067033",
            "source_review_id": "UmF0aW5nLTM3Njk0ODI2",
            "source_url": "https://www.ratemyprofessors.com/professor/2067033",
            "type": "review"
          },
          {
            "instructor_name": "Paul Johnson",
            "review_date": "2024-12-06 15:48:57 +0000 UTC",
            "review_id": "ef2d2b1cfff2e943ca0c977c",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:2067033",
            "source_review_id": "UmF0aW5nLTQwMTM1MzI3",
            "source_url": "https://www.ratemyprofessors.com/professor/2067033",
            "type": "review"
          },
          {
            "instructor_name": "Paul Johnson",
            "review_date": "2025-12-26 23:47:40 +0000 UTC",
            "review_id": "563a4001f78a2024d9e2a6a3",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:2067033",
            "source_review_id": "UmF0aW5nLTQyNDAyNDEw",
            "source_url": "https://www.ratemyprofessors.com/professor/2067033",
            "type": "review"
          }
        ],
        "text": "Paul Johnson is praised for clear explanations, helpful examples, and availability for questions. Reviewers note he makes difficult material understandable and is considerate, though some find the course workload demanding."
      },
      {
        "citations": [
          {
            "instructor_name": "Paul Johnson",
            "review_date": "2021-01-12 15:26:55 +0000 UTC",
            "review_id": "6ae568dd03c2ec876b52b915",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:2067033",
            "source_review_id": "UmF0aW5nLTM0MjY2MjMx",
            "source_url": "https://www.ratemyprofessors.com/professor/2067033",
            "type": "review"
          },
          {
            "instructor_name": "Paul Johnson",
            "review_date": "2021-04-16 20:59:23 +0000 UTC",
            "review_id": "667817129b9784af6329fe31",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:2067033",
            "source_review_id": "UmF0aW5nLTM0NTY0MTMw",
            "source_url": "https://www.ratemyprofessors.com/professor/2067033",
            "type": "review"
          },
          {
            "instructor_name": "Paul Johnson",
            "review_date": "2022-12-20 02:25:30 +0000 UTC",
            "review_id": "5f6f51571c3b945fd6c1f483",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:2067033",
            "source_review_id": "UmF0aW5nLTM3MTk2ODc5",
            "source_url": "https://www.ratemyprofessors.com/professor/2067033",
            "type": "review"
          }
        ],
        "text": "Some reviewers criticize Johnson for reading slides, lacking engagement, and being condescending or unsympathetic to student questions. They describe the course as overly stressful for those with outside obligations and suggest external coaching may be necessary."
      },
      {
        "citations": [
          {
            "course_id": "ACTSCI 652",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "820af4fe-c39b-3a3b-b23f-31ef6d5532cf",
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              "kind": "grades",
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            },
            "table": "section_grades_latest",
            "term_id": "1254",
            "type": "grade"
          },
          {
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            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
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            "source_record": {
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              "file": "tables/observations.parquet",
              "kind": "grades",
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            },
            "table": "section_grades_latest",
            "term_id": "1262",
            "type": "grade"
          },
          {
            "course_id": "ACTSCI 652",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "820af4fe-c39b-3a3b-b23f-31ef6d5532cf",
            "source_record": {
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              "file": "tables/observations.parquet",
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              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1264",
            "type": "grade"
          }
        ],
        "text": "Recent recorded grades — Spring 2025: 3.48 GPA, 71.9% A/AB (n=32 letter grades); Fall 2025: 3.41 GPA, 59.1% A/AB (n=22 letter grades); Spring 2026: 3.42 GPA, 71.4% A/AB (n=42 letter grades)."
      }
    ]
  }
]
```

#### difficulty workload

The course is naturally very difficult and demanding, requiring significant time for practice problems and homework to succeed, which may stress students with outside obligations.

```json
{
  "citations": [
    {
      "instructor_name": "Paul Johnson",
      "review_date": "2021-04-16 20:59:23 +0000 UTC",
      "review_id": "667817129b9784af6329fe31",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2067033",
      "source_review_id": "UmF0aW5nLTM0NTY0MTMw",
      "source_url": "https://www.ratemyprofessors.com/professor/2067033",
      "type": "review"
    },
    {
      "instructor_name": "Paul Johnson",
      "review_date": "2023-04-23 22:20:02 +0000 UTC",
      "review_id": "0f87a21987ce64ecf17555c4",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2067033",
      "source_review_id": "UmF0aW5nLTM3Njk0ODI2",
      "source_url": "https://www.ratemyprofessors.com/professor/2067033",
      "type": "review"
    }
  ]
}
```

#### errors

None recorded.

#### historical context

Historical reviews for Gregory Wanner describe detailed but potentially boring lectures based on the textbook. Weekly quizzes are manageable, but exams are difficult with limited curving. The instructor is noted for slow email response times.

```json
{
  "citations": [
    {
      "instructor_name": "Greg Wanner",
      "review_date": "2014-01-24 12:08:45 +0000 UTC",
      "review_id": "f9aba42c731766cab122bd15",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1877076",
      "source_review_id": "UmF0aW5nLTIyNzg5NDI3",
      "source_url": "https://www.ratemyprofessors.com/professor/1877076",
      "type": "review"
    }
  ]
}
```

#### offered

true

#### profile hash

e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1

#### quick take

Paul Johnson receives high praise for clear explanations, availability, and making the difficult material accessible, with students finding the course useful for their careers.

```json
{
  "citations": [
    {
      "instructor_name": "Paul Johnson",
      "review_date": "2018-12-15 02:38:23 +0000 UTC",
      "review_id": "d3cf69f6a0fc5bdd9876087e",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2067033",
      "source_review_id": "UmF0aW5nLTMxMDM2NTU5",
      "source_url": "https://www.ratemyprofessors.com/professor/2067033",
      "type": "review"
    },
    {
      "instructor_name": "Paul Johnson",
      "review_date": "2023-04-23 22:20:02 +0000 UTC",
      "review_id": "0f87a21987ce64ecf17555c4",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2067033",
      "source_review_id": "UmF0aW5nLTM3Njk0ODI2",
      "source_url": "https://www.ratemyprofessors.com/professor/2067033",
      "type": "review"
    },
    {
      "instructor_name": "Paul Johnson",
      "review_date": "2024-12-06 15:48:57 +0000 UTC",
      "review_id": "ef2d2b1cfff2e943ca0c977c",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2067033",
      "source_review_id": "UmF0aW5nLTQwMTM1MzI3",
      "source_url": "https://www.ratemyprofessors.com/professor/2067033",
      "type": "review"
    },
    {
      "instructor_name": "Paul Johnson",
      "review_date": "2025-12-26 23:47:40 +0000 UTC",
      "review_id": "563a4001f78a2024d9e2a6a3",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2067033",
      "source_review_id": "UmF0aW5nLTQyNDAyNDEw",
      "source_url": "https://www.ratemyprofessors.com/professor/2067033",
      "type": "review"
    }
  ]
}
```

Recent recorded grades — Spring 2025: 3.48 GPA, 71.9% A/AB (n=32 letter grades); Fall 2025: 3.41 GPA, 59.1% A/AB (n=22 letter grades); Spring 2026: 3.42 GPA, 71.4% A/AB (n=42 letter grades).

```json
{
  "citations": [
    {
      "course_id": "ACTSCI 652",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "820af4fe-c39b-3a3b-b23f-31ef6d5532cf",
        "file": "tables/observations.parquet",
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      },
      "table": "grades_latest",
      "term_id": "1254",
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      "course_id": "ACTSCI 652",
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        "file": "tables/observations.parquet",
        "kind": "grades",
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      },
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      "term_id": "1262",
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      "run_id": "20260907T155543-ce3781c4",
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        "file": "tables/observations.parquet",
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        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1264",
      "type": "grade"
    }
  ]
}
```

#### student experience

Some students find the lectures unengaging due to reading slides and report that Paul Johnson can be condescending and unhelpful when answering questions after class.

```json
{
  "citations": [
    {
      "instructor_name": "Paul Johnson",
      "review_date": "2021-01-12 15:26:55 +0000 UTC",
      "review_id": "6ae568dd03c2ec876b52b915",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2067033",
      "source_review_id": "UmF0aW5nLTM0MjY2MjMx",
      "source_url": "https://www.ratemyprofessors.com/professor/2067033",
      "type": "review"
    },
    {
      "instructor_name": "Paul Johnson",
      "review_date": "2022-12-20 02:25:30 +0000 UTC",
      "review_id": "5f6f51571c3b945fd6c1f483",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2067033",
      "source_review_id": "UmF0aW5nLTM3MTk2ODc5",
      "source_url": "https://www.ratemyprofessors.com/professor/2067033",
      "type": "review"
    }
  ]
}
```

#### task hash

74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68

#### teaching history

GREGORY WANNER is recorded teaching in Fall 2013. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ACTSCI 652",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
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      "source_record": {
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  ]
}
```

PAUL JOHNSON is recorded teaching in Fall 2016, Spring 2017, Fall 2017, Spring 2018, Fall 2018, Spring 2019, Fall 2019, Spring 2020, Fall 2020, Fall 2021, Spring 2022, Fall 2022, Spring 2023, Fall 2023, Spring 2024, Fall 2024, Spring 2025, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.

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```

#### term id

1272

#### term name

2026 Fall

#### version

2

### requirements

#### nodes

```json
[
  {
    "children": [
      "n1",
      "n2",
      "n3"
    ],
    "condition": null,
    "course": null,
    "evidence": "(GEN BUS 317,STAT/MATH 310,STAT 333,340, or concurrent enrollment), declared in undergraduate Business Exchange program, or Capstone Certificate in Actuarial Science",
    "id": "n0",
    "kind": "any"
  },
  {
    "children": [],
    "condition": null,
    "course": {
      "course_number": 317,
      "minimum_grade": null,
      "subjects": [
        "GENBUS"
      ],
      "timing": "prior_or_concurrent"
    },
    "evidence": "GEN BUS 317",
    "id": "n1",
    "kind": "course"
  },
  {
    "children": [],
    "condition": null,
    "course": {
      "course_number": 310,
      "minimum_grade": null,
      "subjects": [
        "MATH",
        "STAT"
      ],
      "timing": "prior_or_concurrent"
    },
    "evidence": "STAT/MATH 310",
    "id": "n2",
    "kind": "course"
  },
  {
    "children": [
      "n4",
      "n5"
    ],
    "condition": null,
    "course": null,
    "evidence": "STAT 333,340, or concurrent enrollment",
    "id": "n3",
    "kind": "any"
  },
  {
    "children": [],
    "condition": null,
    "course": {
      "course_number": 333,
      "minimum_grade": null,
      "subjects": [
        "STAT"
      ],
      "timing": "prior_or_concurrent"
    },
    "evidence": "STAT 333",
    "id": "n4",
    "kind": "course"
  },
  {
    "children": [],
    "condition": null,
    "course": {
      "course_number": 340,
      "minimum_grade": null,
      "subjects": [
        "STAT"
      ],
      "timing": "prior_or_concurrent"
    },
    "evidence": "340",
    "id": "n5",
    "kind": "course"
  }
]
```

#### notes

* The phrase 'or concurrent enrollment' is applied to the group 'STAT 333,340' based on proximity and standard catalog syntax, implying concurrent enrollment is an alternative to prior completion of 333 or 340.
* The node n3 represents the 'or' between STAT 333 and 340 within the first disjunct group.
* The node n0 represents the top-level 'or' between the course prerequisites, the Business Exchange program declaration, and the Capstone Certificate.
* The course 340 is referenced as '340' in the text but linked to STAT 340 in linked\_courses.

#### root

n0

#### status

parsed

### instructors

```json
[
  {
    "instructor_uid": "instructor_16108f07e489ecef35556124",
    "source": "enrollment",
    "source_instructor_id": "pauljohnson",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Paul Johnson",
    "email": "PAUL.JOHNSON@WISC.EDU",
    "first_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "ratings": {
      "review_count": 15,
      "quality": 3.8,
      "difficulty": 3.67,
      "quality_count": 15,
      "difficulty_count": 15,
      "profile_id": "rmp:2067033",
      "source_url": "https://www.ratemyprofessors.com/professor/2067033",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:12:31.391967+00:00",
      "courses": {
        "course_d5c3b831cc97e1d5bef0f5ff": {
          "review_count": 1,
          "quality": 4,
          "difficulty": 1,
          "quality_count": 1,
          "difficulty_count": 1
        },
        "course_201b25ecc8a2ddee30b320c8": {
          "review_count": 3,
          "quality": 4,
          "difficulty": 3.67,
          "quality_count": 3,
          "difficulty_count": 3
        },
        "course_9f3d31814669db24532fa2c2": {
          "review_count": 8,
          "quality": 3.75,
          "difficulty": 4.12,
          "quality_count": 8,
          "difficulty_count": 8
        },
        "course_969e3f1b5c6d33d8965c5c9b": {
          "review_count": 1,
          "quality": 3,
          "difficulty": 4,
          "quality_count": 1,
          "difficulty_count": 1
        },
        "course_cf57ee176273b438b9f1adc9": {
          "review_count": 2,
          "quality": 4,
          "difficulty": 3,
          "quality_count": 2,
          "difficulty_count": 2
        }
      },
      "bayesian_quality": 3.719820447740912,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/PAUL_JOHNSON"
  }
]
```

### offerings

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "offering_id": "1272:242:003681",
    "course_id": "ACTSCI 652",
    "course_uid": "course_9f3d31814669db24532fa2c2",
    "term_id": "1272",
    "source_course_id": "003681",
    "source_subject_id": "242",
    "title": "Fundamentals of Short-Term Actuarial Modeling",
    "credits_min": 3,
    "credits_max": 3,
    "typically_offered": "Fall"
  }
]
```

### sections

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:10944",
    "term_id": "1272",
    "source_section_id": "10944",
    "identity_basis": "class_number",
    "section_number": "001",
    "section_type": "LEC",
    "instruction_mode": "Classroom Instruction",
    "capacity": 60,
    "enrolled": 40,
    "waitlisted": 0,
    "start_date": "2026-09-02 05:00:00+00:00",
    "end_date": "2026-12-09 06:00:00+00:00"
  }
]
```

### grade instructors

```json
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    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "grade_statistics": {
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      "source_url": "https://www.ratemyprofessors.com/professor/1275205",
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      "source_url": "https://www.ratemyprofessors.com/professor/1877077",
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  {
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]
```

### grades

```json
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    "total": 24,
    "source_aliases": [
      "ACTSCI 652"
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  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ACTSCI 652",
    "course_uid": "course_9f3d31814669db24532fa2c2",
    "term_id": "1172",
    "term_name": "Fall 2016",
    "instructors": [
      "EDWARD FREES",
      "Paul Johnson"
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    "a": 23,
    "ab": 42,
    "b": 63,
    "bc": 3,
    "c": 7,
    "d": 1,
    "f": 1,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
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    "other": 0,
    "total": 140,
    "source_aliases": [
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  },
  {
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    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
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    "term_id": "1174",
    "term_name": "Spring 2017",
    "instructors": [
      "Paul Johnson"
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    "a": 7,
    "ab": 2,
    "b": 8,
    "bc": 1,
    "c": 4,
    "d": 0,
    "f": 1,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
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    "total": 23,
    "source_aliases": [
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  {
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    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ACTSCI 652",
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    "term_id": "1182",
    "term_name": "Fall 2017",
    "instructors": [
      "EDWARD FREES",
      "Paul Johnson"
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    "a": 24,
    "ab": 26,
    "b": 34,
    "bc": 6,
    "c": 8,
    "d": 0,
    "f": 2,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
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    "total": 100,
    "source_aliases": [
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  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ACTSCI 652",
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    "term_id": "1184",
    "term_name": "Spring 2018",
    "instructors": [
      "Paul Johnson"
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    "a": 8,
    "ab": 5,
    "b": 10,
    "bc": 6,
    "c": 2,
    "d": 0,
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    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
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    "total": 31,
    "source_aliases": [
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  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ACTSCI 652",
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    "term_id": "1192",
    "term_name": "Fall 2018",
    "instructors": [
      "Paul Johnson"
    ],
    "a": 21,
    "ab": 12,
    "b": 18,
    "bc": 5,
    "c": 8,
    "d": 2,
    "f": 3,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
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    "total": 69,
    "source_aliases": [
      "ACTSCI 652"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ACTSCI 652",
    "course_uid": "course_9f3d31814669db24532fa2c2",
    "term_id": "1194",
    "term_name": "Spring 2019",
    "instructors": [
      "Paul Johnson"
    ],
    "a": 8,
    "ab": 5,
    "b": 10,
    "bc": 4,
    "c": 5,
    "d": 0,
    "f": 1,
    "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": [
      "ACTSCI 652"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ACTSCI 652",
    "course_uid": "course_9f3d31814669db24532fa2c2",
    "term_id": "1202",
    "term_name": "Fall 2019",
    "instructors": [
      "Paul Johnson"
    ],
    "a": 19,
    "ab": 15,
    "b": 21,
    "bc": 14,
    "c": 8,
    "d": 0,
    "f": 1,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 78,
    "source_aliases": [
      "ACTSCI 652"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ACTSCI 652",
    "course_uid": "course_9f3d31814669db24532fa2c2",
    "term_id": "1204",
    "term_name": "Spring 2020",
    "instructors": [
      "Paul Johnson"
    ],
    "a": 8,
    "ab": 6,
    "b": 3,
    "bc": 2,
    "c": 0,
    "d": 1,
    "f": 0,
    "satisfactory": 5,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 25,
    "source_aliases": [
      "ACTSCI 652"
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  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ACTSCI 652",
    "course_uid": "course_9f3d31814669db24532fa2c2",
    "term_id": "1212",
    "term_name": "Fall 2020",
    "instructors": [
      "Paul Johnson"
    ],
    "a": 19,
    "ab": 8,
    "b": 29,
    "bc": 5,
    "c": 10,
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    "unsatisfactory": 0,
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    "total": 75,
    "source_aliases": [
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    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
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    "instructors": [
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    "unsatisfactory": 0,
    "credit": 0,
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    "total": 41,
    "source_aliases": [
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  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
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    "term_name": "Spring 2022",
    "instructors": [
      "Paul Johnson"
    ],
    "a": 10,
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    "b": 9,
    "bc": 0,
    "c": 5,
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    "credit": 0,
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    "total": 28,
    "source_aliases": [
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  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ACTSCI 652",
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    "term_name": "Fall 2022",
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    "a": 18,
    "ab": 11,
    "b": 12,
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    "c": 4,
    "d": 2,
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    "satisfactory": 0,
    "unsatisfactory": 0,
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    "no_credit": 0,
    "passed": 0,
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    "total": 54,
    "source_aliases": [
      "ACTSCI 652"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ACTSCI 652",
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    "term_id": "1234",
    "term_name": "Spring 2023",
    "instructors": [
      "Paul Johnson"
    ],
    "a": 7,
    "ab": 6,
    "b": 5,
    "bc": 0,
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    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 1,
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    "total": 22,
    "source_aliases": [
      "ACTSCI 652"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ACTSCI 652",
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    "term_id": "1242",
    "term_name": "Fall 2023",
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      "Paul Johnson"
    ],
    "a": 14,
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    "b": 8,
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    "total": 40,
    "source_aliases": [
      "ACTSCI 652"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ACTSCI 652",
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    "term_id": "1244",
    "term_name": "Spring 2024",
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    ],
    "a": 13,
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    "b": 8,
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    "source_aliases": [
      "ACTSCI 652"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ACTSCI 652",
    "course_uid": "course_9f3d31814669db24532fa2c2",
    "term_id": "1252",
    "term_name": "Fall 2024",
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      "Paul Johnson"
    ],
    "a": 15,
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    "b": 13,
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    "source_aliases": [
      "ACTSCI 652"
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  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ACTSCI 652",
    "course_uid": "course_9f3d31814669db24532fa2c2",
    "term_id": "1254",
    "term_name": "Spring 2025",
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      "Paul Johnson"
    ],
    "a": 20,
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    "b": 3,
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    "total": 32,
    "source_aliases": [
      "ACTSCI 652"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ACTSCI 652",
    "course_uid": "course_9f3d31814669db24532fa2c2",
    "term_id": "1262",
    "term_name": "Fall 2025",
    "instructors": [
      "Paul Johnson"
    ],
    "a": 8,
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    "b": 6,
    "bc": 3,
    "c": 0,
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    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
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    "other": 0,
    "total": 22,
    "source_aliases": [
      "ACTSCI 652"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ACTSCI 652",
    "course_uid": "course_9f3d31814669db24532fa2c2",
    "term_id": "1264",
    "term_name": "Spring 2026",
    "instructors": [
      "Paul Johnson"
    ],
    "a": 27,
    "ab": 3,
    "b": 3,
    "bc": 4,
    "c": 2,
    "d": 2,
    "f": 1,
    "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": [
      "ACTSCI 652"
    ]
  }
]
```

### statistics

#### gpa

3.205

#### graded

1687

#### counts

* 469
* 381
* 505
* 182
* 100
* 27
* 23

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_9f3d31814669db24532fa2c2-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_9f3d31814669db24532fa2c2-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_9f3d31814669db24532fa2c2-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_9f3d31814669db24532fa2c2-0.json)

#### reviews

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_9f3d31814669db24532fa2c2-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_9f3d31814669db24532fa2c2-0.json)

#### meetings

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_9f3d31814669db24532fa2c2-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_9f3d31814669db24532fa2c2-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_9f3d31814669db24532fa2c2-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_9f3d31814669db24532fa2c2-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## context

### all

#### term



#### gpa

3.2048014226437465

#### count

1687

#### university

##### size

5646

##### gpa Percentile

6

##### count Percentile

91

##### median Count

217

##### 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 | 340   | false   |
| 3.2–3.6 | 1501  | true    |
| 3.6–4.0 | 3795  | false   |

#### departments

```json
[
  {
    "subject": "ACTSCI",
    "comparison": {
      "size": 12,
      "gpaPercentile": 9,
      "countPercentile": 82,
      "medianCount": 679,
      "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": 0,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 1,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 8,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 3,
          "current": false
        }
      ]
    }
  }
]
```

### terms

#### 1072

##### term

1072

##### gpa

3.36046511627907

##### count

43

##### university

###### size

723

###### gpa Percentile

52

###### count Percentile

27

###### 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 | 62    | false   |
| 2.8–3.2 | 174   | false   |
| 3.2–3.6 | 306   | true    |
| 3.6–4.0 | 180   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| ACTSCI  |            |

#### 1082

##### term

1082

##### gpa

3.3777777777777778

##### count

45

##### university

###### size

723

###### gpa Percentile

53

###### count Percentile

26

###### 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 | 51    | false   |
| 2.8–3.2 | 202   | false   |
| 3.2–3.6 | 265   | true    |
| 3.6–4.0 | 204   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| ACTSCI  |            |

#### 1092

##### term

1092

##### gpa

3.264705882352941

##### count

51

##### university

###### size

732

###### gpa Percentile

40

###### count Percentile

31

###### median Count

70

###### 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 | 41    | false   |
| 2.8–3.2 | 208   | false   |
| 3.2–3.6 | 271   | true    |
| 3.6–4.0 | 211   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| ACTSCI  |            |

#### 1102

##### term

1102

##### gpa

3.242857142857143

##### count

70

##### university

###### size

774

###### gpa Percentile

38

###### count Percentile

52

###### 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 | 1     | false   |
| 2.0–2.4 | 1     | false   |
| 2.4–2.8 | 49    | false   |
| 2.8–3.2 | 201   | false   |
| 3.2–3.6 | 287   | true    |
| 3.6–4.0 | 235   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| ACTSCI  |            |

#### 1112

##### term

1112

##### gpa

3.3656716417910446

##### count

67

##### university

###### size

805

###### gpa Percentile

49

###### count Percentile

50

###### 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 | 1     | false   |
| 2.4–2.8 | 45    | false   |
| 2.8–3.2 | 218   | false   |
| 3.2–3.6 | 316   | true    |
| 3.6–4.0 | 225   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| ACTSCI  |            |

#### 1122

##### term

1122

##### gpa

3.3716216216216215

##### count

74

##### university

###### size

804

###### gpa Percentile

51

###### count Percentile

54

###### median Count

70

###### 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 | 3     | false   |
| 2.4–2.8 | 47    | false   |
| 2.8–3.2 | 224   | false   |
| 3.2–3.6 | 282   | true    |
| 3.6–4.0 | 248   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| ACTSCI  |            |

#### 1132

##### term

1132

##### gpa

3.043103448275862

##### count

116

##### university

###### size

851

###### gpa Percentile

18

###### count Percentile

74

###### 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 | 40    | false   |
| 2.8–3.2 | 234   | true    |
| 3.2–3.6 | 303   | false   |
| 3.6–4.0 | 272   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| ACTSCI  |            |

#### 1142

##### term

1142

##### gpa

3.1294117647058823

##### count

85

##### university

###### size

853

###### gpa Percentile

26

###### count Percentile

63

###### 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 | 4     | false   |
| 2.4–2.8 | 33    | false   |
| 2.8–3.2 | 228   | true    |
| 3.2–3.6 | 320   | false   |
| 3.6–4.0 | 268   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| ACTSCI  |            |

#### 1144

##### term

1144

##### gpa

3

##### count

11

##### departments

| subject | comparison |
| ------- | ---------- |
| ACTSCI  |            |

#### 1152

##### term

1152

##### gpa

3.1

##### count

75

##### university

###### size

918

###### gpa Percentile

21

###### count Percentile

56

###### 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   | true    |
| 3.2–3.6 | 371   | false   |
| 3.6–4.0 | 286   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| ACTSCI  |            |

#### 1154

##### term

1154

##### gpa

3.3

##### count

25

##### departments

| subject | comparison |
| ------- | ---------- |
| ACTSCI  |            |

#### 1162

##### term

1162

##### gpa

3.2976190476190474

##### count

84

##### university

###### size

954

###### gpa Percentile

35

###### count Percentile

62

###### 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   | true    |
| 3.6–4.0 | 345   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| ACTSCI  |            |

#### 1164

##### term

1164

##### gpa

3.239130434782609

##### count

23

##### departments

| subject | comparison |
| ------- | ---------- |
| ACTSCI  |            |

#### 1172

##### term

1172

##### gpa

3.217857142857143

##### count

140

##### university

###### size

991

###### gpa Percentile

27

###### count Percentile

80

###### 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 | 0     | false   |
| 2.4–2.8 | 22    | false   |
| 2.8–3.2 | 226   | false   |
| 3.2–3.6 | 353   | true    |
| 3.6–4.0 | 390   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| ACTSCI  |            |

#### 1174

##### term

1174

##### gpa

3.0217391304347827

##### count

23

##### departments

| subject | comparison |
| ------- | ---------- |
| ACTSCI  |            |

#### 1182

##### term

1182

##### gpa

3.2

##### count

100

##### university

###### size

1025

###### gpa Percentile

23

###### count Percentile

68

###### 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 | 1     | false   |
| 2.4–2.8 | 21    | false   |
| 2.8–3.2 | 216   | false   |
| 3.2–3.6 | 369   | true    |
| 3.6–4.0 | 418   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| ACTSCI  |            |

#### 1184

##### term

1184

##### gpa

3.1774193548387095

##### count

31

##### university

###### size

1010

###### gpa Percentile

22

###### count Percentile

2

###### 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 | 26    | false   |
| 2.8–3.2 | 210   | true    |
| 3.2–3.6 | 355   | false   |
| 3.6–4.0 | 418   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| ACTSCI  |            |

#### 1192

##### term

1192

##### gpa

3.050724637681159

##### count

69

##### university

###### size

1077

###### gpa Percentile

12

###### count Percentile

51

###### 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   | true    |
| 3.2–3.6 | 370   | false   |
| 3.6–4.0 | 481   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| ACTSCI  |            |

#### 1194

##### term

1194

##### gpa

3.015151515151515

##### count

33

##### university

###### size

1040

###### gpa Percentile

11

###### count Percentile

6

###### 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 | 23    | false   |
| 2.8–3.2 | 220   | true    |
| 3.2–3.6 | 342   | false   |
| 3.6–4.0 | 454   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| ACTSCI  |            |

#### 1202

##### term

1202

##### gpa

3.108974358974359

##### count

78

##### university

###### size

1102

###### gpa Percentile

15

###### count Percentile

57

###### 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   | true    |
| 3.2–3.6 | 371   | false   |
| 3.6–4.0 | 498   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| ACTSCI  |            |

#### 1204

##### term

1204

##### gpa

3.4

##### count

20

##### departments

| subject | comparison |
| ------- | ---------- |
| ACTSCI  |            |

#### 1212

##### term

1212

##### gpa

3.02

##### count

75

##### university

###### size

1111

###### gpa Percentile

5

###### count Percentile

53

###### 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 | 0     | false   |
| 2.4–2.8 | 4     | false   |
| 2.8–3.2 | 159   | true    |
| 3.2–3.6 | 337   | false   |
| 3.6–4.0 | 611   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| ACTSCI  |            |

#### 1222

##### term

1222

##### gpa

3.0609756097560976

##### count

41

##### university

###### size

1157

###### gpa Percentile

8

###### count Percentile

24

###### 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   | true    |
| 3.2–3.6 | 351   | false   |
| 3.6–4.0 | 614   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| ACTSCI  |            |

#### 1224

##### term

1224

##### gpa

3.0714285714285716

##### count

28

##### departments

| subject | comparison |
| ------- | ---------- |
| ACTSCI  |            |

#### 1232

##### term

1232

##### gpa

3.175925925925926

##### count

54

##### university

###### size

1216

###### gpa Percentile

14

###### count Percentile

40

###### 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   | true    |
| 3.2–3.6 | 356   | false   |
| 3.6–4.0 | 670   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| ACTSCI  |            |

#### 1234

##### term

1234

##### gpa

3.2857142857142856

##### count

21

##### departments

| subject | comparison |
| ------- | ---------- |
| ACTSCI  |            |

#### 1242

##### term

1242

##### gpa

3.1625

##### count

40

##### university

###### size

1295

###### gpa Percentile

11

###### 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 | 2     | false   |
| 2.4–2.8 | 11    | false   |
| 2.8–3.2 | 162   | true    |
| 3.2–3.6 | 394   | false   |
| 3.6–4.0 | 726   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| ACTSCI  |            |

#### 1244

##### term

1244

##### gpa

3.3333333333333335

##### count

30

##### university

###### size

1241

###### gpa Percentile

21

###### count Percentile

0

###### 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 | 2     | false   |
| 2.4–2.8 | 9     | false   |
| 2.8–3.2 | 151   | false   |
| 3.2–3.6 | 373   | true    |
| 3.6–4.0 | 706   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| ACTSCI  |            |

#### 1252

##### term

1252

##### gpa

3.3076923076923075

##### count

39

##### university

###### size

1333

###### gpa Percentile

15

###### count Percentile

19

###### 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   | true    |
| 3.6–4.0 | 773   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| ACTSCI  |            |

#### 1254

##### term

1254

##### gpa

3.484375

##### count

32

##### university

###### size

1289

###### gpa Percentile

30

###### count Percentile

5

###### 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 | 0     | false   |
| 2.4–2.8 | 17    | false   |
| 2.8–3.2 | 128   | false   |
| 3.2–3.6 | 379   | true    |
| 3.6–4.0 | 765   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| ACTSCI  |            |

#### 1262

##### term

1262

##### gpa

3.409090909090909

##### count

22

##### departments

| subject | comparison |
| ------- | ---------- |
| ACTSCI  |            |

#### 1264

##### term

1264

##### gpa

3.4166666666666665

##### count

42

##### university

###### size

1283

###### gpa Percentile

23

###### count Percentile

24

###### 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 | 1     | false   |
| 2.4–2.8 | 20    | false   |
| 2.8–3.2 | 130   | false   |
| 3.2–3.6 | 343   | true    |
| 3.6–4.0 | 789   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| ACTSCI  |            |

### benchmarks

#### all

##### school

###### size

5646

###### gpa

3.679988230527926

###### top Share

83.05126375539265

###### count

217

##### ACTSCI

###### size

12

###### gpa

3.4513233741386578

###### top Share

68.01166283134945

###### count

679

#### terms

##### 1072

###### school

###### size

723

###### gpa

3.344595727439471

###### top Share

62.012941427864526

###### count

67

##### 1082

###### school

###### size

723

###### gpa

3.3583896732335172

###### top Share

62.932746798940194

###### count

68

##### 1092

###### school

###### size

732

###### gpa

3.374660709520374

###### top Share

63.690339324346596

###### count

70

##### 1102

###### school

###### size

774

###### gpa

3.36712622366007

###### top Share

63.703228532165696

###### count

67

##### 1112

###### school

###### size

805

###### gpa

3.3737773184830386

###### top Share

63.91039244872789

###### count

66

##### 1122

###### school

###### size

804

###### gpa

3.3737149752667013

###### top Share

63.65118790117902

###### count

70

##### 1132

###### school

###### size

851

###### gpa

3.391128778809763

###### top Share

64.69509437122704

###### count

66

##### 1142

###### school

###### size

853

###### gpa

3.3941849959684913

###### top Share

65.28450334228523

###### count

67

##### 1144

###### school

###### size

878

###### gpa

3.4092443327803017

###### top Share

65.95978235963416

###### count

64

##### 1152

###### school

###### size

918

###### gpa

3.408733538594633

###### top Share

66.06693005846735

###### count

65

##### 1154

###### school

###### size

935

###### gpa

3.4282378385810093

###### top Share

67.66674668721691

###### count

63

##### 1162

###### school

###### size

954

###### gpa

3.43726781345039

###### top Share

68.05645304987395

###### count

64.5

##### 1164

###### school

###### size

965

###### gpa

3.46491230798535

###### top Share

69.92376287143657

###### count

68

##### 1172

###### school

###### size

991

###### gpa

3.465129042641772

###### top Share

69.42600667567366

###### count

67

##### 1174

###### school

###### size

955

###### gpa

3.4597947384071412

###### top Share

69.5290038366363

###### count

69

##### 1182

###### school

###### size

1025

###### gpa

3.474159360325319

###### top Share

70.34861441764347

###### count

69

##### 1184

###### school

###### size

1010

###### gpa

3.47925290354517

###### top Share

70.86270937115944

###### count

68

##### 1192

###### school

###### size

1077

###### gpa

3.50327634323125

###### top Share

72.44641925727845

###### count

67

##### 1194

###### school

###### size

1040

###### gpa

3.4906527436719808

###### top Share

71.74728845515045

###### count

67

##### 1202

###### school

###### size

1102

###### gpa

3.5102605987403313

###### top Share

72.78244569053733

###### count

68

##### 1204

###### school

###### size

1012

###### gpa

3.703747431523761

###### top Share

84.59811226304916

###### count

65.5

##### 1212

###### school

###### size

1111

###### gpa

3.5856416028074487

###### top Share

77.58926748660845

###### count

68

##### 1222

###### school

###### size

1157

###### gpa

3.563052311875811

###### top Share

76.64869058732418

###### count

64

##### 1224

###### school

###### size

1171

###### gpa

3.5627882428500937

###### top Share

76.37271640560496

###### count

64

##### 1232

###### school

###### size

1216

###### gpa

3.575457431972425

###### top Share

77.33712216234007

###### count

66

##### 1234

###### school

###### size

1188

###### gpa

3.5799441677552393

###### top Share

77.18256448537606

###### count

65

##### 1242

###### school

###### size

1295

###### gpa

3.595302892737449

###### top Share

78.36291889885307

###### count

67

##### 1244

###### school

###### size

1241

###### gpa

3.5975573126929192

###### top Share

78.29036874847135

###### count

65

##### 1252

###### school

###### size

1333

###### gpa

3.619494049739118

###### top Share

79.71442190500672

###### count

69

##### 1254

###### school

###### size

1289

###### gpa

3.6126423469389106

###### top Share

79.48050408754871

###### count

66

##### 1262

###### school

###### size

1320

###### gpa

3.628825763035853

###### top Share

80.21118846327654

###### count

70

##### 1264

###### school

###### size

1283

###### gpa

3.6229729166451925

###### top Share

80.13669149396227

###### count

66

## instructor Trends

```json
[
  {
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    "name": "PAUL JOHNSON",
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    "terms": [
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        "sections": 3,
        "gpa": 3.217857142857143
      },
      {
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        "sections": 1,
        "gpa": 3.0217391304347827
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      {
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        "sections": 1,
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      },
      {
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        "sections": 1,
        "gpa": 3.1774193548387095
      },
      {
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        "sections": 2,
        "gpa": 3.050724637681159
      },
      {
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        "count": 33,
        "sections": 1,
        "gpa": 3.015151515151515
      },
      {
        "term": "1202",
        "count": 78,
        "sections": 2,
        "gpa": 3.108974358974359
      },
      {
        "term": "1204",
        "count": 20,
        "sections": 1,
        "gpa": 3.4
      },
      {
        "term": "1212",
        "count": 75,
        "sections": 2,
        "gpa": 3.02
      },
      {
        "term": "1222",
        "count": 41,
        "sections": 2,
        "gpa": 3.0609756097560976
      },
      {
        "term": "1224",
        "count": 28,
        "sections": 1,
        "gpa": 3.0714285714285716
      },
      {
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        "count": 54,
        "sections": 3,
        "gpa": 3.175925925925926
      },
      {
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      },
      {
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        "sections": 2,
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      },
      {
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        "sections": 1,
        "gpa": 3.3333333333333335
      },
      {
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        "sections": 1,
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      {
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        "sections": 1,
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      },
      {
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        "count": 22,
        "sections": 1,
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        "sections": 1,
        "gpa": 3.4166666666666665
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    ]
  },
  {
    "uid": "instructor_84709acad3beeac1cf043074",
    "name": "EDWARD FREES",
    "count": 411,
    "terms": [
      {
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        "count": 43,
        "sections": 1,
        "gpa": 3.36046511627907
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      {
        "term": "1082",
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        "sections": 1,
        "gpa": 3.3777777777777778
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      {
        "term": "1102",
        "count": 70,
        "sections": 1,
        "gpa": 3.242857142857143
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      {
        "term": "1112",
        "count": 67,
        "sections": 1,
        "gpa": 3.3656716417910446
      },
      {
        "term": "1172",
        "count": 140,
        "sections": 3,
        "gpa": 3.217857142857143
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      {
        "term": "1182",
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        "sections": 1,
        "gpa": 3.217391304347826
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    ]
  },
  {
    "uid": "instructor_9037fa8a96387b5ee8551ae3",
    "name": "MARTIN HALEK",
    "count": 260,
    "terms": [
      {
        "term": "1092",
        "count": 51,
        "sections": 1,
        "gpa": 3.264705882352941
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      {
        "term": "1132",
        "count": 116,
        "sections": 2,
        "gpa": 3.043103448275862
      },
      {
        "term": "1142",
        "count": 45,
        "sections": 1,
        "gpa": 3.1444444444444444
      },
      {
        "term": "1154",
        "count": 25,
        "sections": 1,
        "gpa": 3.3
      },
      {
        "term": "1164",
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        "sections": 1,
        "gpa": 3.239130434782609
      }
    ]
  },
  {
    "uid": "instructor_5217fc21c238a5fae9262ddf",
    "name": "PENG SHI",
    "count": 170,
    "terms": [
      {
        "term": "1144",
        "count": 11,
        "sections": 1,
        "gpa": 3
      },
      {
        "term": "1152",
        "count": 75,
        "sections": 2,
        "gpa": 3.1
      },
      {
        "term": "1162",
        "count": 84,
        "sections": 2,
        "gpa": 3.2976190476190474
      }
    ]
  },
  {
    "uid": "instructor_4059da8ac89ea81fd1b28916",
    "name": "JAMES GUSZCZA",
    "count": 74,
    "terms": [
      {
        "term": "1122",
        "count": 74,
        "sections": 2,
        "gpa": 3.3716216216216215
      }
    ]
  },
  {
    "uid": "instructor_7d515bcc926b2bf5c9e7fc43",
    "name": "GREGORY WANNER",
    "count": 40,
    "terms": [
      {
        "term": "1142",
        "count": 40,
        "sections": 1,
        "gpa": 3.1125
      }
    ]
  }
]
```

## following

| code       | title                                  |
| ---------- | -------------------------------------- |
| ACTSCI 653 | ADVANCED SHORT-TERM ACTUARIAL MODELING |
