# ABT 725: Leadership in Organizations | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/ABT_725)

## 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

27df7e320225d9279b0e66be89d56ab88271d0b50de09f552795f645e95c5ca6

### course id

ABT 725

### course uid

course\_8f284b3c32443e550f86011c

### catalog version id

34952c196a9bbe1a04a51be2288517d6a71f9ab2cd3543353bfd9e8726afc44d

### course number

725

### subjects

* ABT

### title

LEADERSHIP IN ORGANIZATIONS

### description

Focuses on strategies and tools that managers use to maximize employee contribution and create organizational excellence. Basic business and leadership principles. Best practices to overcome biases that inhibit organizations and teams from communicating effectively. Examples will come from diverse biotechnology fields, including pharmaceutics, agriculture, and biotechnology services.

### requirements text

Declared in Applied Biotechnology program

### credits min

3

### credits max

3

### credit offering ids

* 1272:160:025292

### llm job id

enrich-8b774950c2b6adfdc46d1b82

### llm output id

d7e1bf2777c9f8d848d1b56859bcb82badb9fb159c6b4ddf20b691a174eabf45

### llm model

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

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

ABT 725 teaches leadership strategies and tools for maximizing employee contribution and creating organizational excellence in biotechnology contexts.

### llm topics

* Business and leadership principles
* Biotechnology industry applications

### llm skills

* Maximizing employee contribution
* Creating organizational excellence
* Overcoming biases in communication

### llm assumed background

None recorded.

### llm search phrases

* biotechnology leadership
* manager employee contribution
* organizational excellence strategies
* bias communication teams

### llm requirements status

valid

### llm student summary status

valid

### llm experience status

insufficient\_evidence

### catalog variants

None recorded.

### student summary

#### context hash

3bef454231cd61a6f4802319e053d518749a1b4facfb0c569d8a024de0075237

#### course id

ABT 725

#### current instructors

```json
[
  {
    "instructor_uid": "instructor_fdc4b4df08b1bb55cd33fd1d",
    "message": "No course-specific reviews available",
    "name": "Natalie Betz",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": [
      {
        "citations": [
          {
            "course_id": "ABT 725",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "fbf27aa0-7979-3d5a-9b57-b6a7501004ac",
            "source_record": {
              "entity_id": "fbf27aa0-7979-3d5a-9b57-b6a7501004ac",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1254",
            "type": "grade"
          },
          {
            "course_id": "ABT 725",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "fbf27aa0-7979-3d5a-9b57-b6a7501004ac",
            "source_record": {
              "entity_id": "fbf27aa0-7979-3d5a-9b57-b6a7501004ac",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1262",
            "type": "grade"
          },
          {
            "course_id": "ABT 725",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "fbf27aa0-7979-3d5a-9b57-b6a7501004ac",
            "source_record": {
              "entity_id": "fbf27aa0-7979-3d5a-9b57-b6a7501004ac",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1264",
            "type": "grade"
          }
        ],
        "text": "Recent recorded grades — Spring 2025: 3.79 GPA, 100.0% A/AB (n=7 letter grades); Fall 2025: 3.86 GPA, 100.0% A/AB (n=7 letter grades); Spring 2026: 4.00 GPA, 100.0% A/AB (n=9 letter grades)."
      }
    ]
  }
]
```

#### difficulty workload

None recorded.

#### errors

None recorded.

#### historical context

None recorded.

#### message

No course-specific reviews available

#### offered

true

#### profile hash

672f506f2fc2f46a071b9777f4a92cc197b2ccdeef25590e9285146d8c7e7f90

#### quick take

Recent recorded grades — Spring 2025: 3.79 GPA, 100.0% A/AB (n=7 letter grades); Fall 2025: 3.86 GPA, 100.0% A/AB (n=7 letter grades); Spring 2026: 4.00 GPA, 100.0% A/AB (n=9 letter grades).

```json
{
  "citations": [
    {
      "course_id": "ABT 725",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "fbf27aa0-7979-3d5a-9b57-b6a7501004ac",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1254",
      "type": "grade"
    },
    {
      "course_id": "ABT 725",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "fbf27aa0-7979-3d5a-9b57-b6a7501004ac",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1262",
      "type": "grade"
    },
    {
      "course_id": "ABT 725",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "fbf27aa0-7979-3d5a-9b57-b6a7501004ac",
        "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

NATALIE BETZ is recorded teaching in Fall 2020, Spring 2022, Fall 2022, Spring 2023, Fall 2023, Spring 2024, Fall 2024, Spring 2025, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ABT 725",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "fbf27aa0-7979-3d5a-9b57-b6a7501004ac",
      "source_record": {
        "entity_id": "fbf27aa0-7979-3d5a-9b57-b6a7501004ac",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1212",
      "type": "grade"
    },
    {
      "course_id": "ABT 725",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "fbf27aa0-7979-3d5a-9b57-b6a7501004ac",
      "source_record": {
        "entity_id": "fbf27aa0-7979-3d5a-9b57-b6a7501004ac",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1224",
      "type": "grade"
    },
    {
      "course_id": "ABT 725",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "fbf27aa0-7979-3d5a-9b57-b6a7501004ac",
      "source_record": {
        "entity_id": "fbf27aa0-7979-3d5a-9b57-b6a7501004ac",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1232",
      "type": "grade"
    },
    {
      "course_id": "ABT 725",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "fbf27aa0-7979-3d5a-9b57-b6a7501004ac",
      "source_record": {
        "entity_id": "fbf27aa0-7979-3d5a-9b57-b6a7501004ac",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1234",
      "type": "grade"
    },
    {
      "course_id": "ABT 725",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "fbf27aa0-7979-3d5a-9b57-b6a7501004ac",
      "source_record": {
        "entity_id": "fbf27aa0-7979-3d5a-9b57-b6a7501004ac",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1242",
      "type": "grade"
    },
    {
      "course_id": "ABT 725",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "fbf27aa0-7979-3d5a-9b57-b6a7501004ac",
      "source_record": {
        "entity_id": "fbf27aa0-7979-3d5a-9b57-b6a7501004ac",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1244",
      "type": "grade"
    },
    {
      "course_id": "ABT 725",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "fbf27aa0-7979-3d5a-9b57-b6a7501004ac",
      "source_record": {
        "entity_id": "fbf27aa0-7979-3d5a-9b57-b6a7501004ac",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1252",
      "type": "grade"
    },
    {
      "course_id": "ABT 725",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "fbf27aa0-7979-3d5a-9b57-b6a7501004ac",
      "source_record": {
        "entity_id": "fbf27aa0-7979-3d5a-9b57-b6a7501004ac",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1254",
      "type": "grade"
    },
    {
      "course_id": "ABT 725",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "fbf27aa0-7979-3d5a-9b57-b6a7501004ac",
      "source_record": {
        "entity_id": "fbf27aa0-7979-3d5a-9b57-b6a7501004ac",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1262",
      "type": "grade"
    },
    {
      "course_id": "ABT 725",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "fbf27aa0-7979-3d5a-9b57-b6a7501004ac",
      "source_record": {
        "entity_id": "fbf27aa0-7979-3d5a-9b57-b6a7501004ac",
        "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
[
  {
    "children": [],
    "condition": "Declared in Applied Biotechnology program",
    "course": null,
    "evidence": "Declared in Applied Biotechnology program",
    "id": "n0",
    "kind": "condition"
  }
]
```

#### notes

None recorded.

#### root

n0

#### status

parsed

### instructors

| instructor\_uid                      | source     | source\_instructor\_id | identity\_basis | identity\_status   | name         | email            | first\_observed\_at              | last\_observed\_at               | instructor\_url            |
| ------------------------------------ | ---------- | ---------------------- | --------------- | ------------------ | ------------ | ---------------- | -------------------------------- | -------------------------------- | -------------------------- |
| instructor\_fdc4b4df08b1bb55cd33fd1d | enrollment | nabetz                 | netid           | source\_identified | Natalie Betz | NABETZ\@WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/NATALIE\_BETZ |

### offerings

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "offering_id": "1272:160:025292",
    "course_id": "ABT 725",
    "course_uid": "course_8f284b3c32443e550f86011c",
    "term_id": "1272",
    "source_course_id": "025292",
    "source_subject_id": "160",
    "title": "Leadership in Organizations",
    "credits_min": 3,
    "credits_max": 3,
    "typically_offered": "Not Applicable"
  }
]
```

### sections

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:26161",
    "term_id": "1272",
    "source_section_id": "26161",
    "identity_basis": "class_number",
    "section_number": "001",
    "section_type": "LEC",
    "instruction_mode": "Online Only",
    "capacity": 100,
    "enrolled": 2,
    "waitlisted": 0,
    "start_date": "2026-09-02 05:00:00+00:00",
    "end_date": "2026-12-09 06:00:00+00:00"
  }
]
```

### grade instructors

```json
[
  {
    "instructor_uid": "instructor_6d21bc07da00876f9cee3356",
    "source": "madgrades",
    "source_instructor_id": "948165",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "NATALIE BETZ",
    "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": 3.745,
      "graded": 1840,
      "counts": [
        1199,
        444,
        130,
        46,
        18,
        0,
        3
      ],
      "sections": 184
    },
    "instructor_url": "/instructors/NATALIE_BETZ--instructor_6d21bc07da00876f9cee3356"
  },
  {
    "instructor_uid": "instructor_d7b7e25e8b81455d3772b58e",
    "source": "madgrades",
    "source_instructor_id": "4194092",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "MICHELE SMITH",
    "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": 3.732,
      "graded": 41,
      "counts": [
        31,
        6,
        2,
        0,
        1,
        0,
        1
      ],
      "sections": 7
    },
    "instructor_url": "/instructors/MICHELE_SMITH--instructor_d7b7e25e8b81455d3772b58e"
  },
  {
    "instructor_uid": "instructor_fdc4b4df08b1bb55cd33fd1d",
    "source": "enrollment",
    "source_instructor_id": "nabetz",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Natalie Betz",
    "email": "NABETZ@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",
    "instructor_url": "/instructors/NATALIE_BETZ"
  }
]
```

### grades

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ABT 725",
    "course_uid": "course_8f284b3c32443e550f86011c",
    "term_id": "1212",
    "term_name": "Fall 2020",
    "instructors": [
      "MICHELE SMITH",
      "Natalie Betz"
    ],
    "a": 0,
    "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": 0,
    "source_aliases": [
      "ABT 725"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ABT 725",
    "course_uid": "course_8f284b3c32443e550f86011c",
    "term_id": "1224",
    "term_name": "Spring 2022",
    "instructors": [
      "Natalie Betz"
    ],
    "a": 16,
    "ab": 0,
    "b": 0,
    "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": 17,
    "source_aliases": [
      "ABT 725"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ABT 725",
    "course_uid": "course_8f284b3c32443e550f86011c",
    "term_id": "1232",
    "term_name": "Fall 2022",
    "instructors": [
      "Natalie Betz"
    ],
    "a": 4,
    "ab": 2,
    "b": 1,
    "bc": 0,
    "c": 1,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 8,
    "source_aliases": [
      "ABT 725"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ABT 725",
    "course_uid": "course_8f284b3c32443e550f86011c",
    "term_id": "1234",
    "term_name": "Spring 2023",
    "instructors": [
      "Natalie Betz"
    ],
    "a": 3,
    "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": 6,
    "source_aliases": [
      "ABT 725"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ABT 725",
    "course_uid": "course_8f284b3c32443e550f86011c",
    "term_id": "1242",
    "term_name": "Fall 2023",
    "instructors": [
      "Natalie Betz"
    ],
    "a": 7,
    "ab": 3,
    "b": 0,
    "bc": 0,
    "c": 1,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 11,
    "source_aliases": [
      "ABT 725"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ABT 725",
    "course_uid": "course_8f284b3c32443e550f86011c",
    "term_id": "1244",
    "term_name": "Spring 2024",
    "instructors": [
      "Natalie Betz"
    ],
    "a": 8,
    "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": 10,
    "source_aliases": [
      "ABT 725"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ABT 725",
    "course_uid": "course_8f284b3c32443e550f86011c",
    "term_id": "1252",
    "term_name": "Fall 2024",
    "instructors": [
      "Natalie Betz"
    ],
    "a": 5,
    "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": 8,
    "source_aliases": [
      "ABT 725"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ABT 725",
    "course_uid": "course_8f284b3c32443e550f86011c",
    "term_id": "1254",
    "term_name": "Spring 2025",
    "instructors": [
      "Natalie Betz"
    ],
    "a": 4,
    "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": 7,
    "source_aliases": [
      "ABT 725"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ABT 725",
    "course_uid": "course_8f284b3c32443e550f86011c",
    "term_id": "1262",
    "term_name": "Fall 2025",
    "instructors": [
      "Natalie Betz"
    ],
    "a": 5,
    "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": 7,
    "source_aliases": [
      "ABT 725"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ABT 725",
    "course_uid": "course_8f284b3c32443e550f86011c",
    "term_id": "1264",
    "term_name": "Spring 2026",
    "instructors": [
      "Natalie Betz"
    ],
    "a": 9,
    "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": 9,
    "source_aliases": [
      "ABT 725"
    ]
  }
]
```

### statistics

#### gpa

3.807

#### graded

83

#### counts

* 61
* 17
* 2
* 1
* 2
* 0
* 0

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_8f284b3c32443e550f86011c-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_8f284b3c32443e550f86011c-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_8f284b3c32443e550f86011c-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_8f284b3c32443e550f86011c-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_8f284b3c32443e550f86011c-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_8f284b3c32443e550f86011c-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## context

### all

#### term



#### gpa

3.8072289156626504

#### count

83

#### university

##### size

4466

##### gpa Percentile

57

##### count Percentile

35

##### median Count

126

##### 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 | 12    | false   |
| 2.8–3.2 | 231   | false   |
| 3.2–3.6 | 1085  | false   |
| 3.6–4.0 | 3138  | true    |

#### departments

```json
[
  {
    "subject": "ABT",
    "comparison": {
      "size": 16,
      "gpaPercentile": 47,
      "countPercentile": 73,
      "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": 0,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 2,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 14,
          "current": true
        }
      ]
    }
  }
]
```

### terms

#### 1224

##### term

1224

##### gpa

3.911764705882353

##### count

17

##### departments

| subject | comparison |
| ------- | ---------- |
| ABT     |            |

#### 1232

##### term

1232

##### gpa

3.5

##### count

8

##### departments

| subject | comparison |
| ------- | ---------- |
| ABT     |            |

#### 1234

##### term

1234

##### gpa

3.75

##### count

6

##### departments

| subject | comparison |
| ------- | ---------- |
| ABT     |            |

#### 1242

##### term

1242

##### gpa

3.6818181818181817

##### count

11

##### departments

| subject | comparison |
| ------- | ---------- |
| ABT     |            |

#### 1244

##### term

1244

##### gpa

3.9

##### count

10

##### departments

| subject | comparison |
| ------- | ---------- |
| ABT     |            |

#### 1252

##### term

1252

##### gpa

3.75

##### count

8

##### departments

| subject | comparison |
| ------- | ---------- |
| ABT     |            |

#### 1254

##### term

1254

##### gpa

3.7857142857142856

##### count

7

##### departments

| subject | comparison |
| ------- | ---------- |
| ABT     |            |

#### 1262

##### term

1262

##### gpa

3.857142857142857

##### count

7

##### departments

| subject | comparison |
| ------- | ---------- |
| ABT     |            |

#### 1264

##### term

1264

##### gpa

4

##### count

9

##### departments

| subject | comparison |
| ------- | ---------- |
| ABT     |            |

### benchmarks

#### all

##### school

###### size

4466

###### gpa

3.700647518719385

###### top Share

84.3746519783307

###### count

126

##### ABT

###### size

16

###### gpa

3.796939208498308

###### top Share

92.90576338719708

###### count

56.5

#### terms

##### 1212

###### school

###### size

1111

###### gpa

3.5856416028074487

###### top Share

77.58926748660845

###### count

68

##### 1224

###### school

###### size

1171

###### gpa

3.5627882428500937

###### top Share

76.37271640560496

###### count

64

##### 1232

###### school

###### size

1216

###### gpa

3.575457431972425

###### top Share

77.33712216234007

###### count

66

##### 1234

###### school

###### size

1188

###### gpa

3.5799441677552393

###### top Share

77.18256448537606

###### count

65

##### 1242

###### school

###### size

1295

###### gpa

3.595302892737449

###### top Share

78.36291889885307

###### count

67

##### 1244

###### school

###### size

1241

###### gpa

3.5975573126929192

###### top Share

78.29036874847135

###### count

65

##### 1252

###### school

###### size

1333

###### gpa

3.619494049739118

###### top Share

79.71442190500672

###### count

69

##### 1254

###### school

###### size

1289

###### gpa

3.6126423469389106

###### top Share

79.48050408754871

###### count

66

##### 1262

###### school

###### size

1320

###### gpa

3.628825763035853

###### top Share

80.21118846327654

###### count

70

##### 1264

###### school

###### size

1283

###### gpa

3.6229729166451925

###### top Share

80.13669149396227

###### count

66

## instructor Trends

```json
[
  {
    "uid": "instructor_6d21bc07da00876f9cee3356",
    "name": "NATALIE BETZ",
    "count": 83,
    "terms": [
      {
        "term": "1224",
        "count": 17,
        "sections": 1,
        "gpa": 3.911764705882353
      },
      {
        "term": "1232",
        "count": 8,
        "sections": 1,
        "gpa": 3.5
      },
      {
        "term": "1234",
        "count": 6,
        "sections": 1,
        "gpa": 3.75
      },
      {
        "term": "1242",
        "count": 11,
        "sections": 1,
        "gpa": 3.6818181818181817
      },
      {
        "term": "1244",
        "count": 10,
        "sections": 1,
        "gpa": 3.9
      },
      {
        "term": "1252",
        "count": 8,
        "sections": 1,
        "gpa": 3.75
      },
      {
        "term": "1254",
        "count": 7,
        "sections": 1,
        "gpa": 3.7857142857142856
      },
      {
        "term": "1262",
        "count": 7,
        "sections": 1,
        "gpa": 3.857142857142857
      },
      {
        "term": "1264",
        "count": 9,
        "sections": 1,
        "gpa": 4
      }
    ]
  }
]
```

## following

| code    | title                          |
| ------- | ------------------------------ |
| ABT 760 | QUALITY AND PROJECT MANAGEMENT |
