# DS 549: Environmental Control Systems: Lighting, Acoustics, and Thermal Comfort in Buildings | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/DS_549)

## 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

07b7449a1523d9533bddc1eb3a8665a58ae77a94f6a83bfa07397ca4be9dba64

### course id

DS 549

### course uid

course\_efdda655caca60d9080f7881

### catalog version id

cdd1192714d145bacf46b6729e6ebf7ac10f286aff268e949dcb54bbd64bf81e

### course number

549

### subjects

* DS

### title

ENVIRONMENTAL CONTROL SYSTEMS: LIGHTING, ACOUSTICS, AND THERMAL COMFORT IN BUILDINGS

### description

The ways in which we design, construct, and operate has significant impacts on the building occupants and the environment. Architects, designers, and building engineers can work closely together to reduce depletion of critical resources, prevent environmental degradation, and create built environments that are livable, comfortable, safe, and productive. Offers the foundational knowledge on which such practice can be built on. Through a series of lectures, field measurements, and building simulations, understand how lighting, acoustics, and thermal properties behave in buildings and influence the building occupants. The proper application of building design as well as methods for designing and evaluating these features are discussed.

### requirements text

Satisfied Quantitative Reasoning (QR) A and declared in Interior Architecture; or graduate/professional standing

### credit offering ids

None recorded.

### llm job id

enrich-8b774950c2b6adfdc46d1b82

### llm output id

71ccc2a4915cc64da1c9c53b75aae636ad3ca307d19f88ca3763f9d1c082d1a7

### llm model

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

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

DS 549 teaches foundational knowledge for designing, constructing, and operating buildings to optimize lighting, acoustics, and thermal comfort for occupants and the environment.

### llm topics

* Lighting, acoustics, and thermal properties in buildings
* Resource conservation and environmental degradation prevention
* Building simulation methods

### llm skills

* Analyze building environmental behaviors (lighting, acoustics, thermal) via simulations and measurements
* Design and evaluate building features for occupant comfort and environmental sustainability

### llm assumed background

None recorded.

### llm search phrases

* building environmental systems
* lighting acoustics thermal comfort
* building simulation design
* sustainable architecture engineering

### llm requirements status

needs\_review

### llm student summary status

valid

### llm experience status

insufficient\_evidence

### catalog variants

None recorded.

### student summary

#### context hash

3c104d3fc678397c6e74a946da08a5af54fcfe9e67d3a9b3c57e28374e12f134

#### course id

DS 549

#### current instructors

None recorded.

#### difficulty workload

None recorded.

#### errors

None recorded.

#### historical context

None recorded.

#### message

No course-specific reviews available

#### offered

false

#### profile hash

5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02

#### quick take

Recent recorded grades — Spring 2024: 3.91 GPA, 100.0% A/AB (n=28 letter grades); Spring 2025: 4.00 GPA, 100.0% A/AB (n=34 letter grades); Spring 2026: 3.90 GPA, 91.7% A/AB (n=24 letter grades).

```json
{
  "citations": [
    {
      "course_id": "DS 549",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "7c35f7af-6057-3f18-87e9-3da7fb3c448d",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1244",
      "type": "grade"
    },
    {
      "course_id": "DS 549",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "7c35f7af-6057-3f18-87e9-3da7fb3c448d",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1254",
      "type": "grade"
    },
    {
      "course_id": "DS 549",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "7c35f7af-6057-3f18-87e9-3da7fb3c448d",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1264",
      "type": "grade"
    }
  ]
}
```

#### student experience

None recorded.

#### task hash

74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68

#### teaching history

None recorded.

#### term id

1272

#### term name

2026 Fall

#### version

2

### requirements

#### nodes

```json
[
  {
    "children": [
      "n1",
      "n2"
    ],
    "condition": null,
    "course": null,
    "evidence": "Satisfied Quantitative Reasoning (QR) A and declared in Interior Architecture; or graduate/professional standing",
    "id": "n0",
    "kind": "any"
  },
  {
    "children": [
      "n3",
      "n4"
    ],
    "condition": null,
    "course": null,
    "evidence": "Satisfied Quantitative Reasoning (QR) A and declared in Interior Architecture",
    "id": "n1",
    "kind": "all"
  },
  {
    "children": [],
    "condition": "Satisfied Quantitative Reasoning (QR) A",
    "course": null,
    "evidence": "Satisfied Quantitative Reasoning (QR) A",
    "id": "n2",
    "kind": "condition"
  },
  {
    "children": [],
    "condition": "declared in Interior Architecture",
    "course": null,
    "evidence": "declared in Interior Architecture",
    "id": "n3",
    "kind": "condition"
  },
  {
    "children": [],
    "condition": "graduate/professional standing",
    "course": null,
    "evidence": "graduate/professional standing",
    "id": "n4",
    "kind": "condition"
  }
]
```

#### notes

* Reference to 'Quantitative Reasoning (QR) A' is unlinked and requires review for canonical identity.

#### root

n0

#### status

needs\_review

### instructors

None recorded.

### offerings

None recorded.

### sections

None recorded.

### grade instructors

```json
[
  {
    "instructor_uid": "instructor_2a7b3e39a0c7e86dc8e101c0",
    "source": "madgrades",
    "source_instructor_id": "3455136",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "JUNG-HYE SHIN",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "ratings": {
      "review_count": 17,
      "quality": 2.82,
      "difficulty": 2.94,
      "quality_count": 17,
      "difficulty_count": 17,
      "profile_id": "rmp:1564738",
      "source_url": "https://www.ratemyprofessors.com/professor/1564738",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:29:25.936847+00:00",
      "courses": {
        "course_4925cb96bb7a8d9a437bc1c1": {
          "review_count": 1,
          "quality": 1,
          "difficulty": 4,
          "quality_count": 1,
          "difficulty_count": 1
        },
        "course_3e9352ebac5f44810b182d3c": {
          "review_count": 13,
          "quality": 2.92,
          "difficulty": 2.77,
          "quality_count": 13,
          "difficulty_count": 13
        }
      },
      "bayesian_quality": 3.273884207322484,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.313,
      "graded": 1934,
      "counts": [
        561,
        591,
        553,
        107,
        71,
        27,
        24
      ],
      "sections": 75
    },
    "instructor_url": "/instructors/JUNG-HYE_SHIN--instructor_2a7b3e39a0c7e86dc8e101c0"
  },
  {
    "instructor_uid": "instructor_e83fb8ae49767bb3f2e0e80d",
    "source": "madgrades",
    "source_instructor_id": "6086994",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "RUDY DIEUDONNE",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "grade_statistics": {
      "gpa": 3.299,
      "graded": 329,
      "counts": [
        131,
        63,
        75,
        20,
        31,
        4,
        5
      ],
      "sections": 8
    },
    "instructor_url": "/instructors/RUDY_DIEUDONNE--instructor_e83fb8ae49767bb3f2e0e80d"
  },
  {
    "instructor_uid": "instructor_b58eed65171f46a89acac2d4",
    "source": "madgrades",
    "source_instructor_id": "6587135",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "MENGNI ZHANG",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "grade_statistics": {
      "gpa": 3.939,
      "graded": 278,
      "counts": [
        249,
        26,
        1,
        2,
        0,
        0,
        0
      ],
      "sections": 15
    },
    "instructor_url": "/instructors/MENGNI_ZHANG--instructor_b58eed65171f46a89acac2d4"
  }
]
```

### grades

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "DS 549",
    "course_uid": "course_efdda655caca60d9080f7881",
    "term_id": "1204",
    "term_name": "Spring 2020",
    "instructors": [
      "Jung-Hye Shin",
      "RUDY DIEUDONNE"
    ],
    "a": 8,
    "ab": 7,
    "b": 8,
    "bc": 1,
    "c": 2,
    "d": 0,
    "f": 0,
    "satisfactory": 10,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 36,
    "source_aliases": [
      "DS 549"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "DS 549",
    "course_uid": "course_efdda655caca60d9080f7881",
    "term_id": "1224",
    "term_name": "Spring 2022",
    "instructors": [
      "RUDY DIEUDONNE"
    ],
    "a": 12,
    "ab": 4,
    "b": 13,
    "bc": 2,
    "c": 5,
    "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": 36,
    "source_aliases": [
      "DS 549"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "DS 549",
    "course_uid": "course_efdda655caca60d9080f7881",
    "term_id": "1234",
    "term_name": "Spring 2023",
    "instructors": [
      "RUDY DIEUDONNE"
    ],
    "a": 8,
    "ab": 7,
    "b": 3,
    "bc": 1,
    "c": 3,
    "d": 1,
    "f": 0,
    "satisfactory": 1,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 24,
    "source_aliases": [
      "DS 549"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "DS 549",
    "course_uid": "course_efdda655caca60d9080f7881",
    "term_id": "1244",
    "term_name": "Spring 2024",
    "instructors": [
      "Mengni Zhang"
    ],
    "a": 23,
    "ab": 5,
    "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": 28,
    "source_aliases": [
      "DS 549"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "DS 549",
    "course_uid": "course_efdda655caca60d9080f7881",
    "term_id": "1254",
    "term_name": "Spring 2025",
    "instructors": [
      "Mengni Zhang"
    ],
    "a": 34,
    "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": 34,
    "source_aliases": [
      "DS 549"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "DS 549",
    "course_uid": "course_efdda655caca60d9080f7881",
    "term_id": "1264",
    "term_name": "Spring 2026",
    "instructors": [
      "Mengni Zhang"
    ],
    "a": 22,
    "ab": 0,
    "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": 24,
    "source_aliases": [
      "DS 549"
    ]
  }
]
```

### statistics

#### gpa

3.608

#### graded

171

#### counts

* 107
* 23
* 25
* 5
* 10
* 1
* 0

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_efdda655caca60d9080f7881-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_efdda655caca60d9080f7881-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_efdda655caca60d9080f7881-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_efdda655caca60d9080f7881-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_efdda655caca60d9080f7881-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_efdda655caca60d9080f7881-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## context

### all

#### term



#### gpa

3.608187134502924

#### count

171

#### university

##### size

3143

##### gpa Percentile

31

##### count Percentile

62

##### median Count

119

##### 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 | 166   | false   |
| 3.2–3.6 | 756   | false   |
| 3.6–4.0 | 2211  | true    |

#### departments

```json
[
  {
    "subject": "DS",
    "comparison": {
      "size": 32,
      "gpaPercentile": 23,
      "countPercentile": 68,
      "medianCount": 138.5,
      "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": 0,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 5,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 27,
          "current": true
        }
      ]
    }
  }
]
```

### terms

#### 1204

##### term

1204

##### gpa

3.3461538461538463

##### count

26

##### departments

| subject | comparison |
| ------- | ---------- |
| DS      |            |

#### 1224

##### term

1224

##### gpa

3.2222222222222223

##### count

36

##### university

###### size

1171

###### gpa Percentile

18

###### count Percentile

14

###### 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   | true    |
| 3.6–4.0 | 616   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| DS      |            |

#### 1234

##### term

1234

##### gpa

3.260869565217391

##### count

23

##### departments

| subject | comparison |
| ------- | ---------- |
| DS      |            |

#### 1244

##### term

1244

##### gpa

3.9107142857142856

##### count

28

##### departments

| subject | comparison |
| ------- | ---------- |
| DS      |            |

#### 1254

##### term

1254

##### gpa

4

##### count

34

##### university

###### size

1289

###### gpa Percentile

96

###### count Percentile

8

###### 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": "DS",
    "comparison": {
      "size": 18,
      "gpaPercentile": 94,
      "countPercentile": 47,
      "medianCount": 34.5,
      "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": 0,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 5,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 13,
          "current": true
        }
      ]
    }
  }
]
```

#### 1264

##### term

1264

##### gpa

3.8958333333333335

##### count

24

##### departments

| subject | comparison |
| ------- | ---------- |
| DS      |            |

### benchmarks

#### all

##### school

###### size

3143

###### gpa

3.700510183496391

###### top Share

84.47071099002075

###### count

119

##### DS

###### size

32

###### gpa

3.7328793910222093

###### top Share

87.57399936881309

###### count

138.5

#### terms

##### 1204

###### school

###### size

1012

###### gpa

3.703747431523761

###### top Share

84.59811226304916

###### count

65.5

###### DS

###### size

10

###### gpa

3.7806120054487833

###### top Share

93.04736244958227

###### count

38

##### 1224

###### school

###### size

1171

###### gpa

3.5627882428500937

###### top Share

76.37271640560496

###### count

64

##### 1234

###### school

###### size

1188

###### gpa

3.5799441677552393

###### top Share

77.18256448537606

###### count

65

###### DS

###### size

11

###### gpa

3.636396435482837

###### top Share

80.89050297516486

###### count

31

##### 1244

###### school

###### size

1241

###### gpa

3.5975573126929192

###### top Share

78.29036874847135

###### count

65

###### DS

###### size

14

###### gpa

3.8266959181653313

###### top Share

91.86539067663273

###### count

33

##### 1254

###### school

###### size

1289

###### gpa

3.6126423469389106

###### top Share

79.48050408754871

###### count

66

###### DS

###### size

18

###### gpa

3.6871034627572357

###### top Share

84.30262127212505

###### count

34.5

##### 1264

###### school

###### size

1283

###### gpa

3.6229729166451925

###### top Share

80.13669149396227

###### count

66

###### DS

###### size

14

###### gpa

3.7654672426537994

###### top Share

89.6260971129426

###### count

36

## instructor Trends

```json
[
  {
    "uid": "instructor_b58eed65171f46a89acac2d4",
    "name": "MENGNI ZHANG",
    "count": 86,
    "terms": [
      {
        "term": "1244",
        "count": 28,
        "sections": 1,
        "gpa": 3.9107142857142856
      },
      {
        "term": "1254",
        "count": 34,
        "sections": 1,
        "gpa": 4
      },
      {
        "term": "1264",
        "count": 24,
        "sections": 1,
        "gpa": 3.8958333333333335
      }
    ]
  },
  {
    "uid": "instructor_e83fb8ae49767bb3f2e0e80d",
    "name": "RUDY DIEUDONNE",
    "count": 85,
    "terms": [
      {
        "term": "1204",
        "count": 26,
        "sections": 1,
        "gpa": 3.3461538461538463
      },
      {
        "term": "1224",
        "count": 36,
        "sections": 1,
        "gpa": 3.2222222222222223
      },
      {
        "term": "1234",
        "count": 23,
        "sections": 1,
        "gpa": 3.260869565217391
      }
    ]
  },
  {
    "uid": "instructor_2a7b3e39a0c7e86dc8e101c0",
    "name": "JUNG-HYE SHIN",
    "count": 26,
    "terms": [
      {
        "term": "1204",
        "count": 26,
        "sections": 1,
        "gpa": 3.3461538461538463
      }
    ]
  }
]
```

## following

None recorded.
