# ISYE 350: Industrial Engineering Design I | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/ISYE_350)

## 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
* 1264
* 1262
* 1254
* 1252
* 1244
* 1242
* 1234
* 1232
* 1224
* 1222
* 1212
* 1204
* 1202
* 1194
* 1192
* 1184
* 1182
* 1174
* 1172
* 1164
* 1162
* 1154
* 1152
* 1144
* 1142
* 1134
* 1132
* 1124
* 1122
* 1114
* 1112
* 1104
* 1102
* 1094
* 1092
* 1084
* 1082
* 1074
* 1072

### 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

1cede134c0a65a81145e2d04487a6652cf61304b6ce44d06ee8e6cc51ca8755d

### course id

ISYE 350

### course uid

course\_96ae7077bc3892754fa137e5

### catalog version id

84b0f42a51b0916b71e2404180631f2b6eb41e327a0c4abd0d7793433aa0260c

### course number

350

### subjects

* ISYE

### title

INDUSTRIAL ENGINEERING DESIGN I

### description

Introduction to the tools needed for advanced design courses through experiential learning and hands-on opportunities to conduct experiments, take relevant measurements, analyze real-world data, design systems, and to make and test prototypes of designs.

### requirements text

Declared in Industrial Engineering, (COMP SCI 200,220,300, 301, 302, or placement intoCOMP SCI 300), (I SY E 210,MATH/​STAT  309,431,MATH 531,STAT 311or324) andI SY E 315

### credits min

3

### credits max

3

### credit offering ids

* 1272:490:023827

### llm job id

enrich-f516c4d3e82cfe326b4f5f54

### llm output id

854ba78636307468969069fc5e0abc2948e762fe5935bb062ed38b2b30f628eb

### llm model

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

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

ISYE 350 introduces design tools through experiential learning, focusing on experiments, measurements, data analysis, system design, and prototyping.

### llm topics

* Experiments, measurements, data analysis, system design, and prototyping

### llm skills

* Conducting experiments, taking measurements, analyzing data, designing systems, and prototyping.

### llm assumed background

* Programming fundamentals in Python and C++, and introductory statistics including probability, hypothesis testing, and regression.

### llm search phrases

* Industrial Engineering Design I prerequisites
* ISYE 350 programming requirements
* ISYE 350 statistics background
* Industrial Engineering design tools

### llm requirements status

needs\_review

### llm student summary status

valid

### llm experience status

valid

### catalog variants

None recorded.

### student summary

#### context hash

f9f1c9c466a6b561de7656cbfb4df669c2529169cab35c95c37b299cd66d625d

#### course id

ISYE 350

#### current instructors

```json
[
  {
    "instructor_uid": "instructor_a62646ec34c23239fa5028fa",
    "message": null,
    "name": "Tony McDonald",
    "review_status": "supported",
    "rmp_instructor_id": "rmp:3066992",
    "summary": [
      {
        "citations": [
          {
            "instructor_name": "Tony McDonald",
            "review_date": "2024-12-31 20:19:36 +0000 UTC",
            "review_id": "4ad5ae1404a916d51c487210",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:3066992",
            "source_review_id": "UmF0aW5nLTQwNDY1Mzc3",
            "source_url": "https://www.ratemyprofessors.com/professor/3066992",
            "type": "review"
          }
        ],
        "text": "Tony McDonald is described as easy-going with a super easy class where most students receive an A. However, reviewers note that directions for the semester-long project are often unclear, nonexistent, or contradictory, making it difficult to understand requirements."
      },
      {
        "citations": [
          {
            "course_id": "ISYE 350",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "9e36ec8e-8610-3986-8d68-176af28a8759",
            "source_record": {
              "entity_id": "9e36ec8e-8610-3986-8d68-176af28a8759",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1234",
            "type": "grade"
          },
          {
            "course_id": "ISYE 350",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "9e36ec8e-8610-3986-8d68-176af28a8759",
            "source_record": {
              "entity_id": "9e36ec8e-8610-3986-8d68-176af28a8759",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1252",
            "type": "grade"
          },
          {
            "course_id": "ISYE 350",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "9e36ec8e-8610-3986-8d68-176af28a8759",
            "source_record": {
              "entity_id": "9e36ec8e-8610-3986-8d68-176af28a8759",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1264",
            "type": "grade"
          }
        ],
        "text": "Recent recorded grades — Spring 2023: 4.00 GPA, 100.0% A/AB (n=37 letter grades); Fall 2024: 3.92 GPA, 100.0% A/AB (n=53 letter grades); Spring 2026: 3.78 GPA, 97.4% A/AB (n=38 letter grades)."
      }
    ]
  }
]
```

#### difficulty workload

The primary difficulty is unclear or conflicting directions for the project, though the overall workload is low.

```json
{
  "citations": [
    {
      "instructor_name": "Tony McDonald",
      "review_date": "2024-12-31 20:19:36 +0000 UTC",
      "review_id": "4ad5ae1404a916d51c487210",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:3066992",
      "source_review_id": "UmF0aW5nLTQwNDY1Mzc3",
      "source_url": "https://www.ratemyprofessors.com/professor/3066992",
      "type": "review"
    }
  ]
}
```

#### errors

None recorded.

#### historical context

None recorded.

#### offered

true

#### profile hash

e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1

#### quick take

Tony McDonald teaches a super easy course with no exams, just a semester-long project where most students get an A.

```json
{
  "citations": [
    {
      "instructor_name": "Tony McDonald",
      "review_date": "2024-12-31 20:19:36 +0000 UTC",
      "review_id": "4ad5ae1404a916d51c487210",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:3066992",
      "source_review_id": "UmF0aW5nLTQwNDY1Mzc3",
      "source_url": "https://www.ratemyprofessors.com/professor/3066992",
      "type": "review"
    }
  ]
}
```

Recent recorded grades — Spring 2025: 3.96 GPA, 100.0% A/AB (n=53 letter grades); Fall 2025: 3.99 GPA, 100.0% A/AB (n=54 letter grades); Spring 2026: 3.78 GPA, 97.4% A/AB (n=38 letter grades).

```json
{
  "citations": [
    {
      "course_id": "ISYE 350",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "9e36ec8e-8610-3986-8d68-176af28a8759",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1254",
      "type": "grade"
    },
    {
      "course_id": "ISYE 350",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "9e36ec8e-8610-3986-8d68-176af28a8759",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1262",
      "type": "grade"
    },
    {
      "course_id": "ISYE 350",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "9e36ec8e-8610-3986-8d68-176af28a8759",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1264",
      "type": "grade"
    }
  ]
}
```

#### student experience

Students find the class easy and the instructor easy-going, but frustration arises from ambiguous assignment instructions.

```json
{
  "citations": [
    {
      "instructor_name": "Tony McDonald",
      "review_date": "2024-12-31 20:19:36 +0000 UTC",
      "review_id": "4ad5ae1404a916d51c487210",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:3066992",
      "source_review_id": "UmF0aW5nLTQwNDY1Mzc3",
      "source_url": "https://www.ratemyprofessors.com/professor/3066992",
      "type": "review"
    }
  ]
}
```

#### task hash

74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68

#### teaching history

ANTHONY MCDONALD is recorded teaching in Spring 2023, Fall 2024, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ISYE 350",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "9e36ec8e-8610-3986-8d68-176af28a8759",
      "source_record": {
        "entity_id": "9e36ec8e-8610-3986-8d68-176af28a8759",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1234",
      "type": "grade"
    },
    {
      "course_id": "ISYE 350",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "9e36ec8e-8610-3986-8d68-176af28a8759",
      "source_record": {
        "entity_id": "9e36ec8e-8610-3986-8d68-176af28a8759",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1252",
      "type": "grade"
    },
    {
      "course_id": "ISYE 350",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "9e36ec8e-8610-3986-8d68-176af28a8759",
      "source_record": {
        "entity_id": "9e36ec8e-8610-3986-8d68-176af28a8759",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1264",
      "type": "grade"
    }
  ]
}
```

#### term id

1272

#### term name

2026 Fall

#### version

2

### requirements

#### nodes

```json
[
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      "n1",
      "n2",
      "n3",
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    ],
    "condition": null,
    "course": null,
    "evidence": "Declared in Industrial Engineering, (COMP SCI 200,220,300, 301, 302, or placement intoCOMP SCI 300), (I SY E 210,MATH/STAT 309,431,MATH 531,STAT 311or324) andI SY E 315",
    "id": "n0",
    "kind": "all"
  },
  {
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    "condition": "Declared in Industrial Engineering",
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      "n11",
      "n12",
      "n13",
      "n14",
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    ],
    "condition": null,
    "course": null,
    "evidence": "(I SY E 210,MATH/STAT 309,431,MATH 531,STAT 311or324)",
    "id": "n3",
    "kind": "any"
  },
  {
    "children": [],
    "condition": "COMP SCI 200",
    "course": null,
    "evidence": "COMP SCI 200",
    "id": "n4",
    "kind": "condition"
  },
  {
    "children": [],
    "condition": "220",
    "course": null,
    "evidence": "220",
    "id": "n5",
    "kind": "condition"
  },
  {
    "children": [],
    "condition": "COMP SCI 300",
    "course": null,
    "evidence": "COMP SCI 300",
    "id": "n6",
    "kind": "condition"
  },
  {
    "children": [],
    "condition": "301",
    "course": null,
    "evidence": "301",
    "id": "n7",
    "kind": "condition"
  },
  {
    "children": [],
    "condition": "302",
    "course": null,
    "evidence": "302",
    "id": "n8",
    "kind": "condition"
  },
  {
    "children": [],
    "condition": "placement intoCOMP SCI 300",
    "course": null,
    "evidence": "placement intoCOMP SCI 300",
    "id": "n9",
    "kind": "condition"
  },
  {
    "children": [],
    "condition": "I SY E 210",
    "course": null,
    "evidence": "I SY E 210",
    "id": "n10",
    "kind": "condition"
  },
  {
    "children": [],
    "condition": "MATH/STAT 309",
    "course": null,
    "evidence": "MATH/STAT 309",
    "id": "n11",
    "kind": "condition"
  },
  {
    "children": [],
    "condition": "431",
    "course": null,
    "evidence": "431",
    "id": "n12",
    "kind": "condition"
  },
  {
    "children": [],
    "condition": "MATH 531",
    "course": null,
    "evidence": "MATH 531",
    "id": "n13",
    "kind": "condition"
  },
  {
    "children": [],
    "condition": "STAT 311",
    "course": null,
    "evidence": "STAT 311",
    "id": "n14",
    "kind": "condition"
  },
  {
    "children": [],
    "condition": "324",
    "course": null,
    "evidence": "324",
    "id": "n15",
    "kind": "condition"
  },
  {
    "children": [],
    "condition": "I SY E 315",
    "course": null,
    "evidence": "I SY E 315",
    "id": "n16",
    "kind": "condition"
  }
]
```

#### notes

* COMP SCI 301 and COMP SCI 302 are not found in the linked\_courses or lookup results; treated as verbatim conditions requiring review.
* MATH/STAT 309 is ambiguous; could refer to MATH 309 or STAT 309, neither of which are in linked\_courses.
* COMP SCI 200, COMP SCI 220, ISYE 210 are in linked\_courses but not looked up for full details; treated as course conditions.
* The text 'MATH/STAT 309,431,MATH 531,STAT 311or324' is parsed as a list of alternatives in an 'any' node.

#### root

n0

#### status

needs\_review

### instructors

```json
[
  {
    "instructor_uid": "instructor_a62646ec34c23239fa5028fa",
    "source": "enrollment",
    "source_instructor_id": "admcdonald",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Tony McDonald",
    "email": "ADMCDONALD@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": 2,
      "quality": 4.5,
      "difficulty": 2.5,
      "quality_count": 2,
      "difficulty_count": 2,
      "profile_id": "rmp:3066992",
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]
```

### offerings

```json
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    "observed_at": "2026-09-07 15:55:43.033547+00:00",
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    "course_uid": "course_96ae7077bc3892754fa137e5",
    "term_id": "1272",
    "source_course_id": "023827",
    "source_subject_id": "490",
    "title": "Industrial Engineering Design I",
    "credits_min": 3,
    "credits_max": 3,
    "typically_offered": "Fall, Spring"
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]
```

### sections

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### grade instructors

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### grades

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    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 83,
    "source_aliases": [
      "ISYE 350"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ISYE 350",
    "course_uid": "course_96ae7077bc3892754fa137e5",
    "term_id": "1194",
    "term_name": "Spring 2019",
    "instructors": [
      "Robert Radwin"
    ],
    "a": 57,
    "ab": 0,
    "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": 58,
    "source_aliases": [
      "ISYE 350"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ISYE 350",
    "course_uid": "course_96ae7077bc3892754fa137e5",
    "term_id": "1202",
    "term_name": "Fall 2019",
    "instructors": [
      "Robert Radwin"
    ],
    "a": 35,
    "ab": 4,
    "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": 39,
    "source_aliases": [
      "ISYE 350"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ISYE 350",
    "course_uid": "course_96ae7077bc3892754fa137e5",
    "term_id": "1204",
    "term_name": "Spring 2020",
    "instructors": [
      "Robert Radwin"
    ],
    "a": 62,
    "ab": 3,
    "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": 65,
    "source_aliases": [
      "ISYE 350"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ISYE 350",
    "course_uid": "course_96ae7077bc3892754fa137e5",
    "term_id": "1212",
    "term_name": "Fall 2020",
    "instructors": [
      "Robert Radwin"
    ],
    "a": 56,
    "ab": 2,
    "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": 58,
    "source_aliases": [
      "ISYE 350"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ISYE 350",
    "course_uid": "course_96ae7077bc3892754fa137e5",
    "term_id": "1222",
    "term_name": "Fall 2021",
    "instructors": [
      "Robert Radwin"
    ],
    "a": 62,
    "ab": 1,
    "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": 63,
    "source_aliases": [
      "ISYE 350"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ISYE 350",
    "course_uid": "course_96ae7077bc3892754fa137e5",
    "term_id": "1224",
    "term_name": "Spring 2022",
    "instructors": [
      "Robert Radwin"
    ],
    "a": 46,
    "ab": 1,
    "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": 47,
    "source_aliases": [
      "ISYE 350"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ISYE 350",
    "course_uid": "course_96ae7077bc3892754fa137e5",
    "term_id": "1232",
    "term_name": "Fall 2022",
    "instructors": [
      "Robert Radwin"
    ],
    "a": 48,
    "ab": 2,
    "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": 51,
    "source_aliases": [
      "ISYE 350"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ISYE 350",
    "course_uid": "course_96ae7077bc3892754fa137e5",
    "term_id": "1234",
    "term_name": "Spring 2023",
    "instructors": [
      "Tony McDonald"
    ],
    "a": 37,
    "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": 37,
    "source_aliases": [
      "ISYE 350"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ISYE 350",
    "course_uid": "course_96ae7077bc3892754fa137e5",
    "term_id": "1242",
    "term_name": "Fall 2023",
    "instructors": [
      "Robert Radwin"
    ],
    "a": 36,
    "ab": 4,
    "b": 1,
    "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": 42,
    "source_aliases": [
      "ISYE 350"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ISYE 350",
    "course_uid": "course_96ae7077bc3892754fa137e5",
    "term_id": "1244",
    "term_name": "Spring 2024",
    "instructors": [
      "Robert Radwin"
    ],
    "a": 32,
    "ab": 3,
    "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": 35,
    "source_aliases": [
      "ISYE 350"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ISYE 350",
    "course_uid": "course_96ae7077bc3892754fa137e5",
    "term_id": "1252",
    "term_name": "Fall 2024",
    "instructors": [
      "Tony McDonald"
    ],
    "a": 44,
    "ab": 9,
    "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": 53,
    "source_aliases": [
      "ISYE 350"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ISYE 350",
    "course_uid": "course_96ae7077bc3892754fa137e5",
    "term_id": "1254",
    "term_name": "Spring 2025",
    "instructors": [
      "Sinan Tas"
    ],
    "a": 49,
    "ab": 4,
    "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": 53,
    "source_aliases": [
      "ISYE 350"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ISYE 350",
    "course_uid": "course_96ae7077bc3892754fa137e5",
    "term_id": "1262",
    "term_name": "Fall 2025",
    "instructors": [
      "Robert Radwin"
    ],
    "a": 53,
    "ab": 1,
    "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": 54,
    "source_aliases": [
      "ISYE 350"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ISYE 350",
    "course_uid": "course_96ae7077bc3892754fa137e5",
    "term_id": "1264",
    "term_name": "Spring 2026",
    "instructors": [
      "Tony McDonald"
    ],
    "a": 22,
    "ab": 15,
    "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": 38,
    "source_aliases": [
      "ISYE 350"
    ]
  }
]
```

### statistics

#### gpa

3.95

#### graded

1277

#### counts

* 1162
* 105
* 8
* 2
* 0
* 0
* 0

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_96ae7077bc3892754fa137e5-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_96ae7077bc3892754fa137e5-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_96ae7077bc3892754fa137e5-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_96ae7077bc3892754fa137e5-0.json)

#### reviews

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_96ae7077bc3892754fa137e5-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_96ae7077bc3892754fa137e5-0.json)

#### meetings

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_96ae7077bc3892754fa137e5-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_96ae7077bc3892754fa137e5-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_96ae7077bc3892754fa137e5-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_96ae7077bc3892754fa137e5-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## context

### all

#### term



#### gpa

3.9502740798747062

#### count

1277

#### university

##### size

5491

##### gpa Percentile

84

##### count Percentile

89

##### median Count

195

##### 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 | 8     | false   |
| 2.8–3.2 | 315   | false   |
| 3.2–3.6 | 1431  | false   |
| 3.6–4.0 | 3736  | true    |

#### departments

```json
[
  {
    "subject": "ISYE",
    "comparison": {
      "size": 63,
      "gpaPercentile": 87,
      "countPercentile": 85,
      "medianCount": 328,
      "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": 4,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 14,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 45,
          "current": true
        }
      ]
    }
  }
]
```

### terms

#### 1134

##### term

1134

##### gpa

3.824324324324324

##### count

37

##### university

###### size

852

###### gpa Percentile

83

###### count Percentile

15

###### 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 | 30    | false   |
| 2.8–3.2 | 229   | false   |
| 3.2–3.6 | 304   | false   |
| 3.6–4.0 | 287   | true    |

##### departments

```json
[
  {
    "subject": "ISYE",
    "comparison": {
      "size": 18,
      "gpaPercentile": 76,
      "countPercentile": 24,
      "medianCount": 44.5,
      "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": 0,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 4,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 5,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 9,
          "current": true
        }
      ]
    }
  }
]
```

#### 1142

##### term

1142

##### gpa

4

##### count

24

##### departments

| subject | comparison |
| ------- | ---------- |
| ISYE    |            |

#### 1144

##### term

1144

##### gpa

3.943396226415094

##### count

53

##### university

###### size

878

###### gpa Percentile

92

###### count Percentile

37

###### 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 | 4     | false   |
| 2.4–2.8 | 30    | false   |
| 2.8–3.2 | 243   | false   |
| 3.2–3.6 | 302   | false   |
| 3.6–4.0 | 299   | true    |

##### departments

```json
[
  {
    "subject": "ISYE",
    "comparison": {
      "size": 14,
      "gpaPercentile": 100,
      "countPercentile": 62,
      "medianCount": 52,
      "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": 2,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 6,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 6,
          "current": true
        }
      ]
    }
  }
]
```

#### 1152

##### term

1152

##### gpa

3.9456521739130435

##### count

46

##### university

###### size

918

###### gpa Percentile

93

###### count Percentile

30

###### 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": "ISYE",
    "comparison": {
      "size": 17,
      "gpaPercentile": 94,
      "countPercentile": 38,
      "medianCount": 47,
      "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": 1,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 6,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 8,
          "current": true
        }
      ]
    }
  }
]
```

#### 1154

##### term

1154

##### gpa

3.99

##### count

50

##### university

###### size

935

###### gpa Percentile

95

###### count Percentile

36

###### median Count

63

###### 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 | 38    | false   |
| 2.8–3.2 | 237   | false   |
| 3.2–3.6 | 326   | false   |
| 3.6–4.0 | 334   | true    |

##### departments

```json
[
  {
    "subject": "ISYE",
    "comparison": {
      "size": 15,
      "gpaPercentile": 93,
      "countPercentile": 36,
      "medianCount": 51,
      "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": 3,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 5,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 7,
          "current": true
        }
      ]
    }
  }
]
```

#### 1162

##### term

1162

##### gpa

4

##### count

30

##### university

###### size

954

###### gpa Percentile

97

###### count Percentile

0

###### 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": "ISYE",
    "comparison": {
      "size": 17,
      "gpaPercentile": 100,
      "countPercentile": 0,
      "medianCount": 47,
      "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": 2,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 6,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 9,
          "current": true
        }
      ]
    }
  }
]
```

#### 1164

##### term

1164

##### gpa

3.9204545454545454

##### count

44

##### university

###### size

965

###### gpa Percentile

88

###### count Percentile

27

###### 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 | 3     | false   |
| 2.4–2.8 | 37    | false   |
| 2.8–3.2 | 216   | false   |
| 3.2–3.6 | 319   | false   |
| 3.6–4.0 | 390   | true    |

##### departments

```json
[
  {
    "subject": "ISYE",
    "comparison": {
      "size": 19,
      "gpaPercentile": 83,
      "countPercentile": 39,
      "medianCount": 49,
      "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": 1,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 2,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 3,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 13,
          "current": true
        }
      ]
    }
  }
]
```

#### 1172

##### term

1172

##### gpa

3.942857142857143

##### count

35

##### university

###### size

991

###### gpa Percentile

93

###### count Percentile

11

###### 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   | false   |
| 3.6–4.0 | 390   | true    |

##### departments

```json
[
  {
    "subject": "ISYE",
    "comparison": {
      "size": 20,
      "gpaPercentile": 84,
      "countPercentile": 21,
      "medianCount": 49,
      "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": 4,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 3,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 13,
          "current": true
        }
      ]
    }
  }
]
```

#### 1174

##### term

1174

##### gpa

3.956140350877193

##### count

57

##### university

###### size

955

###### gpa Percentile

92

###### count Percentile

39

###### 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 | 29    | false   |
| 2.8–3.2 | 224   | false   |
| 3.2–3.6 | 332   | false   |
| 3.6–4.0 | 369   | true    |

##### departments

```json
[
  {
    "subject": "ISYE",
    "comparison": {
      "size": 20,
      "gpaPercentile": 95,
      "countPercentile": 47,
      "medianCount": 57.5,
      "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": 0,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 2,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 8,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 10,
          "current": true
        }
      ]
    }
  }
]
```

#### 1182

##### term

1182

##### gpa

4

##### count

62

##### university

###### size

1025

###### gpa Percentile

97

###### count Percentile

44

###### 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   | false   |
| 3.6–4.0 | 418   | true    |

##### departments

```json
[
  {
    "subject": "ISYE",
    "comparison": {
      "size": 20,
      "gpaPercentile": 100,
      "countPercentile": 37,
      "medianCount": 64,
      "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": 2,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 6,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 12,
          "current": true
        }
      ]
    }
  }
]
```

#### 1184

##### term

1184

##### gpa

3.873015873015873

##### count

63

##### university

###### size

1010

###### gpa Percentile

85

###### count Percentile

46

###### 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   | false   |
| 3.2–3.6 | 355   | false   |
| 3.6–4.0 | 418   | true    |

##### departments

```json
[
  {
    "subject": "ISYE",
    "comparison": {
      "size": 22,
      "gpaPercentile": 86,
      "countPercentile": 62,
      "medianCount": 57,
      "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": 4,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 8,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 10,
          "current": true
        }
      ]
    }
  }
]
```

#### 1192

##### term

1192

##### gpa

3.9397590361445785

##### count

83

##### university

###### size

1077

###### gpa Percentile

91

###### count Percentile

59

###### 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": "ISYE",
    "comparison": {
      "size": 21,
      "gpaPercentile": 85,
      "countPercentile": 80,
      "medianCount": 66,
      "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": 1,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 2,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 4,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 14,
          "current": true
        }
      ]
    }
  }
]
```

#### 1194

##### term

1194

##### gpa

3.9827586206896552

##### count

58

##### university

###### size

1040

###### gpa Percentile

94

###### count Percentile

42

###### 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   | false   |
| 3.2–3.6 | 342   | false   |
| 3.6–4.0 | 454   | true    |

##### departments

```json
[
  {
    "subject": "ISYE",
    "comparison": {
      "size": 22,
      "gpaPercentile": 95,
      "countPercentile": 33,
      "medianCount": 65,
      "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": 3,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 5,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 14,
          "current": true
        }
      ]
    }
  }
]
```

#### 1202

##### term

1202

##### gpa

3.948717948717949

##### count

39

##### university

###### size

1102

###### gpa Percentile

92

###### count Percentile

18

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

##### departments

```json
[
  {
    "subject": "ISYE",
    "comparison": {
      "size": 20,
      "gpaPercentile": 79,
      "countPercentile": 0,
      "medianCount": 60.5,
      "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": 0,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 4,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 6,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 10,
          "current": true
        }
      ]
    }
  }
]
```

#### 1204

##### term

1204

##### gpa

3.976923076923077

##### count

65

##### university

###### size

1012

###### gpa Percentile

90

###### count Percentile

50

###### median Count

65.5

###### 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 | 0     | false   |
| 2.4–2.8 | 1     | false   |
| 2.8–3.2 | 25    | false   |
| 3.2–3.6 | 301   | false   |
| 3.6–4.0 | 685   | true    |

##### departments

```json
[
  {
    "subject": "ISYE",
    "comparison": {
      "size": 21,
      "gpaPercentile": 90,
      "countPercentile": 75,
      "medianCount": 57,
      "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": 0,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 3,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 18,
          "current": true
        }
      ]
    }
  }
]
```

#### 1212

##### term

1212

##### gpa

3.9827586206896552

##### count

58

##### university

###### size

1111

###### gpa Percentile

94

###### count Percentile

42

###### 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   | false   |
| 3.2–3.6 | 337   | false   |
| 3.6–4.0 | 611   | true    |

##### departments

```json
[
  {
    "subject": "ISYE",
    "comparison": {
      "size": 20,
      "gpaPercentile": 89,
      "countPercentile": 37,
      "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": 0,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 0,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 2,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 4,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 14,
          "current": true
        }
      ]
    }
  }
]
```

#### 1222

##### term

1222

##### gpa

3.992063492063492

##### count

63

##### university

###### size

1157

###### gpa Percentile

97

###### count Percentile

49

###### 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": "ISYE",
    "comparison": {
      "size": 24,
      "gpaPercentile": 91,
      "countPercentile": 83,
      "medianCount": 48.5,
      "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": 0,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 2,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 8,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 14,
          "current": true
        }
      ]
    }
  }
]
```

#### 1224

##### term

1224

##### gpa

3.9893617021276597

##### count

47

##### university

###### size

1171

###### gpa Percentile

94

###### count Percentile

33

###### 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 | 3     | false   |
| 2.4–2.8 | 21    | false   |
| 2.8–3.2 | 173   | false   |
| 3.2–3.6 | 358   | false   |
| 3.6–4.0 | 616   | true    |

##### departments

```json
[
  {
    "subject": "ISYE",
    "comparison": {
      "size": 25,
      "gpaPercentile": 92,
      "countPercentile": 29,
      "medianCount": 48,
      "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": 10,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 14,
          "current": true
        }
      ]
    }
  }
]
```

#### 1232

##### term

1232

##### gpa

3.9607843137254903

##### count

51

##### university

###### size

1216

###### gpa Percentile

91

###### count Percentile

37

###### 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": "ISYE",
    "comparison": {
      "size": 24,
      "gpaPercentile": 87,
      "countPercentile": 39,
      "medianCount": 53,
      "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": 5,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 5,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 14,
          "current": true
        }
      ]
    }
  }
]
```

#### 1234

##### term

1234

##### gpa

4

##### count

37

##### university

###### size

1188

###### gpa Percentile

95

###### count Percentile

15

###### 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 | 3     | false   |
| 2.4–2.8 | 17    | false   |
| 2.8–3.2 | 144   | false   |
| 3.2–3.6 | 374   | false   |
| 3.6–4.0 | 650   | true    |

##### departments

```json
[
  {
    "subject": "ISYE",
    "comparison": {
      "size": 24,
      "gpaPercentile": 96,
      "countPercentile": 17,
      "medianCount": 53,
      "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": 7,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 16,
          "current": true
        }
      ]
    }
  }
]
```

#### 1242

##### term

1242

##### gpa

3.892857142857143

##### count

42

##### university

###### size

1295

###### gpa Percentile

80

###### count Percentile

26

###### 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   | false   |
| 3.2–3.6 | 394   | false   |
| 3.6–4.0 | 726   | true    |

##### departments

```json
[
  {
    "subject": "ISYE",
    "comparison": {
      "size": 23,
      "gpaPercentile": 77,
      "countPercentile": 23,
      "medianCount": 51,
      "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": 1,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 2,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 7,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 13,
          "current": true
        }
      ]
    }
  }
]
```

#### 1244

##### term

1244

##### gpa

3.9571428571428573

##### count

35

##### university

###### size

1241

###### gpa Percentile

90

###### count Percentile

11

###### 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   | false   |
| 3.6–4.0 | 706   | true    |

##### departments

```json
[
  {
    "subject": "ISYE",
    "comparison": {
      "size": 21,
      "gpaPercentile": 95,
      "countPercentile": 0,
      "medianCount": 55,
      "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": 4,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 5,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 12,
          "current": true
        }
      ]
    }
  }
]
```

#### 1252

##### term

1252

##### gpa

3.9150943396226414

##### count

53

##### university

###### size

1333

###### gpa Percentile

83

###### count Percentile

37

###### 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": "ISYE",
    "comparison": {
      "size": 24,
      "gpaPercentile": 78,
      "countPercentile": 43,
      "medianCount": 55,
      "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": 4,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 7,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 13,
          "current": true
        }
      ]
    }
  }
]
```

#### 1254

##### term

1254

##### gpa

3.9622641509433962

##### count

53

##### university

###### size

1289

###### gpa Percentile

91

###### count Percentile

38

###### 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   | false   |
| 3.6–4.0 | 765   | true    |

##### departments

```json
[
  {
    "subject": "ISYE",
    "comparison": {
      "size": 22,
      "gpaPercentile": 90,
      "countPercentile": 29,
      "medianCount": 58,
      "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": 2,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 6,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 14,
          "current": true
        }
      ]
    }
  }
]
```

#### 1262

##### term

1262

##### gpa

3.990740740740741

##### count

54

##### university

###### size

1320

###### gpa Percentile

95

###### count Percentile

36

###### 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 | 8     | false   |
| 2.8–3.2 | 133   | false   |
| 3.2–3.6 | 381   | false   |
| 3.6–4.0 | 797   | true    |

##### departments

```json
[
  {
    "subject": "ISYE",
    "comparison": {
      "size": 25,
      "gpaPercentile": 92,
      "countPercentile": 54,
      "medianCount": 52,
      "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": 5,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 5,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 15,
          "current": true
        }
      ]
    }
  }
]
```

#### 1264

##### term

1264

##### gpa

3.776315789473684

##### count

38

##### university

###### size

1283

###### gpa Percentile

60

###### count Percentile

16

###### 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   | false   |
| 3.6–4.0 | 789   | true    |

##### departments

```json
[
  {
    "subject": "ISYE",
    "comparison": {
      "size": 22,
      "gpaPercentile": 57,
      "countPercentile": 0,
      "medianCount": 56.5,
      "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": 0,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 3,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 2,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 17,
          "current": true
        }
      ]
    }
  }
]
```

### benchmarks

#### all

##### school

###### size

5491

###### gpa

3.686670597182054

###### top Share

83.47513874968243

###### count

195

##### ISYE

###### size

63

###### gpa

3.6975647112812076

###### top Share

84.40265190529396

###### count

328

#### terms

##### 1134

###### school

###### size

852

###### gpa

3.4138934207568203

###### top Share

66.35946578182744

###### count

66

###### ISYE

###### size

18

###### gpa

3.5162768347554625

###### top Share

75.28474381169617

###### count

44.5

##### 1142

###### school

###### size

853

###### gpa

3.3941849959684913

###### top Share

65.28450334228523

###### count

67

###### ISYE

###### size

15

###### gpa

3.5128855686259963

###### top Share

70.39446449718172

###### count

41

##### 1144

###### school

###### size

878

###### gpa

3.4092443327803017

###### top Share

65.95978235963416

###### count

64

###### ISYE

###### size

14

###### gpa

3.4927104441409336

###### top Share

71.50317287737518

###### count

52

##### 1152

###### school

###### size

918

###### gpa

3.408733538594633

###### top Share

66.06693005846735

###### count

65

###### ISYE

###### size

17

###### gpa

3.4850179961463574

###### top Share

73.7876204102473

###### count

47

##### 1154

###### school

###### size

935

###### gpa

3.4282378385810093

###### top Share

67.66674668721691

###### count

63

###### ISYE

###### size

15

###### gpa

3.5190347673022537

###### top Share

74.22854110198433

###### count

51

##### 1162

###### school

###### size

954

###### gpa

3.43726781345039

###### top Share

68.05645304987395

###### count

64.5

###### ISYE

###### size

17

###### gpa

3.5725128229421537

###### top Share

76.66908174242778

###### count

47

##### 1164

###### school

###### size

965

###### gpa

3.46491230798535

###### top Share

69.92376287143657

###### count

68

###### ISYE

###### size

19

###### gpa

3.629939118306125

###### top Share

80.5561261302253

###### count

49

##### 1172

###### school

###### size

991

###### gpa

3.465129042641772

###### top Share

69.42600667567366

###### count

67

###### ISYE

###### size

20

###### gpa

3.62282118668902

###### top Share

80.8712827496802

###### count

49

##### 1174

###### school

###### size

955

###### gpa

3.4597947384071412

###### top Share

69.5290038366363

###### count

69

###### ISYE

###### size

20

###### gpa

3.548290744949521

###### top Share

73.96475892889286

###### count

57.5

##### 1182

###### school

###### size

1025

###### gpa

3.474159360325319

###### top Share

70.34861441764347

###### count

69

###### ISYE

###### size

20

###### gpa

3.623137975768555

###### top Share

79.85162329939513

###### count

64

##### 1184

###### school

###### size

1010

###### gpa

3.47925290354517

###### top Share

70.86270937115944

###### count

68

###### ISYE

###### size

22

###### gpa

3.5566129214689735

###### top Share

75.3813579514971

###### count

57

##### 1192

###### school

###### size

1077

###### gpa

3.50327634323125

###### top Share

72.44641925727845

###### count

67

###### ISYE

###### size

21

###### gpa

3.606250714862031

###### top Share

80.36295437587276

###### count

66

##### 1194

###### school

###### size

1040

###### gpa

3.4906527436719808

###### top Share

71.74728845515045

###### count

67

###### ISYE

###### size

22

###### gpa

3.629795980115166

###### top Share

79.27647395270196

###### count

65

##### 1202

###### school

###### size

1102

###### gpa

3.5102605987403313

###### top Share

72.78244569053733

###### count

68

###### ISYE

###### size

20

###### gpa

3.5732402503094702

###### top Share

77.47106780381264

###### count

60.5

##### 1204

###### school

###### size

1012

###### gpa

3.703747431523761

###### top Share

84.59811226304916

###### count

65.5

###### ISYE

###### size

21

###### gpa

3.826924971533834

###### top Share

92.62448121984468

###### count

57

##### 1212

###### school

###### size

1111

###### gpa

3.5856416028074487

###### top Share

77.58926748660845

###### count

68

###### ISYE

###### size

20

###### gpa

3.6720523848313853

###### top Share

82.3691054858035

###### count

63

##### 1222

###### school

###### size

1157

###### gpa

3.563052311875811

###### top Share

76.64869058732418

###### count

64

###### ISYE

###### size

24

###### gpa

3.5982967550887195

###### top Share

79.26400318090532

###### count

48.5

##### 1224

###### school

###### size

1171

###### gpa

3.5627882428500937

###### top Share

76.37271640560496

###### count

64

###### ISYE

###### size

25

###### gpa

3.662696584191052

###### top Share

81.34147885567297

###### count

48

##### 1232

###### school

###### size

1216

###### gpa

3.575457431972425

###### top Share

77.33712216234007

###### count

66

###### ISYE

###### size

24

###### gpa

3.6150976595453543

###### top Share

79.79311993423791

###### count

53

##### 1234

###### school

###### size

1188

###### gpa

3.5799441677552393

###### top Share

77.18256448537606

###### count

65

###### ISYE

###### size

24

###### gpa

3.6495043911288954

###### top Share

80.48020872988452

###### count

53

##### 1242

###### school

###### size

1295

###### gpa

3.595302892737449

###### top Share

78.36291889885307

###### count

67

###### ISYE

###### size

23

###### gpa

3.58121958026649

###### top Share

78.36753571915544

###### count

51

##### 1244

###### school

###### size

1241

###### gpa

3.5975573126929192

###### top Share

78.29036874847135

###### count

65

###### ISYE

###### size

21

###### gpa

3.5955893406830746

###### top Share

77.54199035575564

###### count

55

##### 1252

###### school

###### size

1333

###### gpa

3.619494049739118

###### top Share

79.71442190500672

###### count

69

###### ISYE

###### size

24

###### gpa

3.591512973394995

###### top Share

76.60599070514075

###### count

55

##### 1254

###### school

###### size

1289

###### gpa

3.6126423469389106

###### top Share

79.48050408754871

###### count

66

###### ISYE

###### size

22

###### gpa

3.6580253054677003

###### top Share

83.06204049789541

###### count

58

##### 1262

###### school

###### size

1320

###### gpa

3.628825763035853

###### top Share

80.21118846327654

###### count

70

###### ISYE

###### size

25

###### gpa

3.6267703884700335

###### top Share

79.39124378770292

###### count

52

##### 1264

###### school

###### size

1283

###### gpa

3.6229729166451925

###### top Share

80.13669149396227

###### count

66

###### ISYE

###### size

22

###### gpa

3.691810114676891

###### top Share

83.93896862155151

###### count

56.5

## instructor Trends

```json
[
  {
    "uid": "instructor_a8e7e2b9fa77aa983afccb3d",
    "name": "ROBERT RADWIN",
    "count": 1096,
    "terms": [
      {
        "term": "1134",
        "count": 37,
        "sections": 1,
        "gpa": 3.824324324324324
      },
      {
        "term": "1142",
        "count": 24,
        "sections": 1,
        "gpa": 4
      },
      {
        "term": "1144",
        "count": 53,
        "sections": 1,
        "gpa": 3.943396226415094
      },
      {
        "term": "1152",
        "count": 46,
        "sections": 1,
        "gpa": 3.9456521739130435
      },
      {
        "term": "1154",
        "count": 50,
        "sections": 1,
        "gpa": 3.99
      },
      {
        "term": "1162",
        "count": 30,
        "sections": 1,
        "gpa": 4
      },
      {
        "term": "1164",
        "count": 44,
        "sections": 1,
        "gpa": 3.9204545454545454
      },
      {
        "term": "1172",
        "count": 35,
        "sections": 1,
        "gpa": 3.942857142857143
      },
      {
        "term": "1174",
        "count": 57,
        "sections": 1,
        "gpa": 3.956140350877193
      },
      {
        "term": "1182",
        "count": 62,
        "sections": 1,
        "gpa": 4
      },
      {
        "term": "1184",
        "count": 63,
        "sections": 1,
        "gpa": 3.873015873015873
      },
      {
        "term": "1192",
        "count": 83,
        "sections": 1,
        "gpa": 3.9397590361445785
      },
      {
        "term": "1194",
        "count": 58,
        "sections": 1,
        "gpa": 3.9827586206896552
      },
      {
        "term": "1202",
        "count": 39,
        "sections": 1,
        "gpa": 3.948717948717949
      },
      {
        "term": "1204",
        "count": 65,
        "sections": 1,
        "gpa": 3.976923076923077
      },
      {
        "term": "1212",
        "count": 58,
        "sections": 1,
        "gpa": 3.9827586206896552
      },
      {
        "term": "1222",
        "count": 63,
        "sections": 1,
        "gpa": 3.992063492063492
      },
      {
        "term": "1224",
        "count": 47,
        "sections": 1,
        "gpa": 3.9893617021276597
      },
      {
        "term": "1232",
        "count": 51,
        "sections": 1,
        "gpa": 3.9607843137254903
      },
      {
        "term": "1242",
        "count": 42,
        "sections": 1,
        "gpa": 3.892857142857143
      },
      {
        "term": "1244",
        "count": 35,
        "sections": 1,
        "gpa": 3.9571428571428573
      },
      {
        "term": "1262",
        "count": 54,
        "sections": 1,
        "gpa": 3.990740740740741
      }
    ]
  },
  {
    "uid": "instructor_0b4458ef6a1b2eb1175bb0ac",
    "name": "ANTHONY MCDONALD",
    "count": 128,
    "terms": [
      {
        "term": "1234",
        "count": 37,
        "sections": 1,
        "gpa": 4
      },
      {
        "term": "1252",
        "count": 53,
        "sections": 1,
        "gpa": 3.9150943396226414
      },
      {
        "term": "1264",
        "count": 38,
        "sections": 1,
        "gpa": 3.776315789473684
      }
    ]
  },
  {
    "uid": "instructor_1b6c2eca32db9d3ae3710b5f",
    "name": "SINAN TAS",
    "count": 53,
    "terms": [
      {
        "term": "1254",
        "count": 53,
        "sections": 1,
        "gpa": 3.9622641509433962
      }
    ]
  },
  {
    "uid": "instructor_44f4b8fe5d1d49a9ac68968b",
    "name": "RUNYU LI",
    "count": 35,
    "terms": [
      {
        "term": "1172",
        "count": 35,
        "sections": 1,
        "gpa": 3.942857142857143
      }
    ]
  }
]
```

## following

| code     | title                            |
| -------- | -------------------------------- |
| ISYE 450 | INDUSTRIAL ENGINEERING DESIGN II |

## projection

### target

1272

### interval

#### lower

3.87

#### upper

4

#### coverage

80

#### terms

8

### gpa

3.949701201464803

### grades

| grade | percentage          |
| ----- | ------------------- |
| A     | 91.59878091054038   |
| AB    | 7.195977354498137   |
| B     | 0.7519428523432219  |
| BC    | 0.45329888261825435 |
| C     | 0                   |
| D     | 0                   |
| F     | 0                   |

### source Terms

* 1262
* 1252
* 1242
* 1232
* 1222

### source Count

263

### same Season

true

### historical Range

* 3.892857142857143
* 3.9920634920634916

### backtest

#### terms

8

#### gpa Error

0.03149772555823854

#### mix Error

5.700057221504292
