# HDFS 872: Bridging the Gap Between Research and Action | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/HDFS_872)

## 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
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* 1162
* 1154
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* 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

c1df0be2c9159028aacbe1b3a3308115e7d9cc56d27eb843d3bbe8bffbbf1b96

### course id

HDFS 872

### course uid

course\_8b7b1a156f125f4805257581

### catalog version id

aab1e882b226fdf7338554d3443f26d43103adc60a42e7d4a7069a81f02e8a63

### course number

872

### subjects

* HDFS

### title

BRIDGING THE GAP BETWEEN RESEARCH AND ACTION

### description

Addresses the critical skills and methods needed to gather and apply research-based knowledge and theory to human development and family studies. Strategies for conducting research relevant to social policy, programs, and the general public will be discussed as well as techniques for communicating research.

### requirements text

Graduate/professional standing

### credits min

3

### credits max

3

### credit offering ids

* 1272:230:002954

### llm job id

enrich-8b774950c2b6adfdc46d1b82

### llm output id

69ba1a3404c706005c313e0d02b8a03a14704f3a76f9d6ad85437dcee63b78b1

### llm model

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

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

Bridging the gap between research and action by teaching skills to gather, apply, and communicate research in human development and family studies

### llm topics

* Human development and family studies
* Social policy and programs
* Research communication techniques

### llm skills

* Gather and apply research-based knowledge and theory
* Conduct research relevant to social policy and programs
* Communicate research to general public

### llm assumed background

None recorded.

### llm search phrases

* HDFS 872 research methods
* human development family studies research policy
* bridging research and action HDFS

### llm requirements status

needs\_review

### llm student summary status

valid

### llm experience status

insufficient\_evidence

### catalog variants

None recorded.

### student summary

#### context hash

732ebdb960673575126f70fd9b3ed2125a4de052366cf26ffcab600bd9fd989e

#### course id

HDFS 872

#### current instructors

```json
[
  {
    "instructor_uid": "instructor_0e9325d5b0d51727dc5d0345",
    "message": "No course-specific reviews available",
    "name": "Robert Nix",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": [
      {
        "citations": [
          {
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            "section_number": 1,
            "source_course_id": "d54b50e8-fd81-3ddc-be05-3bceaa45081b",
            "source_record": {
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              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1202",
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            "section_number": 1,
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            },
            "table": "section_grades_latest",
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          {
            "course_id": "HDFS 872",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
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            "source_record": {
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              "file": "tables/observations.parquet",
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              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1252",
            "type": "grade"
          }
        ],
        "text": "Recent recorded grades — Fall 2019: 3.90 GPA, 100.0% A/AB (n=15 letter grades); Fall 2020: 3.97 GPA, 100.0% A/AB (n=16 letter grades); Fall 2024: 4.00 GPA, 100.0% A/AB (n=12 letter grades)."
      }
    ]
  }
]
```

#### difficulty workload

None recorded.

#### errors

None recorded.

#### historical context

None recorded.

#### message

No course-specific reviews available

#### offered

true

#### profile hash

5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02

#### quick take

Recent recorded grades — Fall 2023: 3.58 GPA, 84.6% A/AB (n=13 letter grades); Fall 2024: 4.00 GPA, 100.0% A/AB (n=12 letter grades); Fall 2025: 4.00 GPA, 100.0% A/AB (n=10 letter grades).

```json
{
  "citations": [
    {
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      },
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      },
      "table": "grades_latest",
      "term_id": "1252",
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      },
      "table": "grades_latest",
      "term_id": "1262",
      "type": "grade"
    }
  ]
}
```

#### student experience

None recorded.

#### task hash

74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68

#### teaching history

ROBERT NIX is recorded teaching in Fall 2018, Fall 2019, Fall 2020, Fall 2024. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "HDFS 872",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
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      "source_record": {
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1192",
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    {
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      },
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    },
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      },
      "table": "section_grades_latest",
      "term_id": "1212",
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    {
      "course_id": "HDFS 872",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1252",
      "type": "grade"
    }
  ]
}
```

#### term id

1272

#### term name

2026 Fall

#### version

2

### requirements

#### nodes

```json
[
  {
    "children": [],
    "condition": "Graduate/professional standing",
    "course": null,
    "evidence": "Graduate/professional standing",
    "id": "n0",
    "kind": "condition"
  }
]
```

#### notes

* Condition 'Graduate/professional standing' is not a linked course; identity and logic require manual review.

#### root

n0

#### status

needs\_review

### instructors

| instructor\_uid                      | source     | source\_instructor\_id | identity\_basis | identity\_status   | name       | email                | first\_observed\_at              | last\_observed\_at               | instructor\_url          |
| ------------------------------------ | ---------- | ---------------------- | --------------- | ------------------ | ---------- | -------------------- | -------------------------------- | -------------------------------- | ------------------------ |
| instructor\_0e9325d5b0d51727dc5d0345 | enrollment | rnix2                  | netid           | source\_identified | Robert Nix | ROBERT.NIX\@WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/ROBERT\_NIX |

### offerings

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "offering_id": "1272:230:002954",
    "course_id": "HDFS 872",
    "course_uid": "course_8b7b1a156f125f4805257581",
    "term_id": "1272",
    "source_course_id": "002954",
    "source_subject_id": "230",
    "title": "Bridging the Gap Between Research and Action",
    "credits_min": 3,
    "credits_max": 3,
    "typically_offered": "Occasionally"
  }
]
```

### sections

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:18636",
    "term_id": "1272",
    "source_section_id": "18636",
    "identity_basis": "class_number",
    "section_number": "001",
    "section_type": "SEM",
    "instruction_mode": "Classroom Instruction",
    "capacity": 18,
    "enrolled": 9,
    "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_acd0461c9f4078b2d3c441c6",
    "source": "madgrades",
    "source_instructor_id": "1573825",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "STEPHEN A SMALL",
    "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": 3.765,
      "graded": 83,
      "counts": [
        53,
        21,
        9,
        0,
        0,
        0,
        0
      ],
      "sections": 39
    },
    "instructor_url": "/instructors/STEPHEN_A_SMALL--instructor_acd0461c9f4078b2d3c441c6"
  },
  {
    "instructor_uid": "instructor_680d89722af27741b2925564",
    "source": "madgrades",
    "source_instructor_id": "5613742",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "ROBERT NIX",
    "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": 3.882,
      "graded": 165,
      "counts": [
        147,
        9,
        3,
        2,
        3,
        1,
        0
      ],
      "sections": 30
    },
    "instructor_url": "/instructors/ROBERT_NIX--instructor_680d89722af27741b2925564"
  },
  {
    "instructor_uid": "instructor_273cea41dcb45b6c0befcf85",
    "source": "madgrades",
    "source_instructor_id": "5594315",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "LARISSA DUNCAN",
    "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": 3.882,
      "graded": 114,
      "counts": [
        99,
        9,
        5,
        0,
        0,
        0,
        1
      ],
      "sections": 32
    },
    "instructor_url": "/instructors/LARISSA_DUNCAN--instructor_273cea41dcb45b6c0befcf85"
  },
  {
    "instructor_uid": "instructor_0e9325d5b0d51727dc5d0345",
    "source": "enrollment",
    "source_instructor_id": "rnix2",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Robert Nix",
    "email": "ROBERT.NIX@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/ROBERT_NIX"
  }
]
```

### grades

```json
[
  {
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    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "HDFS 872",
    "course_uid": "course_8b7b1a156f125f4805257581",
    "term_id": "1102",
    "term_name": "Fall 2009",
    "instructors": [
      "STEPHEN A SMALL"
    ],
    "a": 10,
    "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": 13,
    "source_aliases": [
      "HDFS 872"
    ]
  },
  {
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    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "HDFS 872",
    "course_uid": "course_8b7b1a156f125f4805257581",
    "term_id": "1122",
    "term_name": "Fall 2011",
    "instructors": [
      "STEPHEN A SMALL"
    ],
    "a": 3,
    "ab": 1,
    "b": 3,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 1,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 8,
    "source_aliases": [
      "HDFS 872"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "HDFS 872",
    "course_uid": "course_8b7b1a156f125f4805257581",
    "term_id": "1142",
    "term_name": "Fall 2013",
    "instructors": [
      "STEPHEN A SMALL"
    ],
    "a": 7,
    "ab": 1,
    "b": 1,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 9,
    "source_aliases": [
      "HDFS 872"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "HDFS 872",
    "course_uid": "course_8b7b1a156f125f4805257581",
    "term_id": "1162",
    "term_name": "Fall 2015",
    "instructors": [
      "STEPHEN A SMALL"
    ],
    "a": 8,
    "ab": 6,
    "b": 3,
    "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": 17,
    "source_aliases": [
      "HDFS 872"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "HDFS 872",
    "course_uid": "course_8b7b1a156f125f4805257581",
    "term_id": "1182",
    "term_name": "Fall 2017",
    "instructors": [
      "STEPHEN A SMALL"
    ],
    "a": 9,
    "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": 11,
    "source_aliases": [
      "HDFS 872"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "HDFS 872",
    "course_uid": "course_8b7b1a156f125f4805257581",
    "term_id": "1192",
    "term_name": "Fall 2018",
    "instructors": [
      "Robert Nix"
    ],
    "a": 10,
    "ab": 3,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 1,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 14,
    "source_aliases": [
      "HDFS 872"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "HDFS 872",
    "course_uid": "course_8b7b1a156f125f4805257581",
    "term_id": "1202",
    "term_name": "Fall 2019",
    "instructors": [
      "Robert Nix"
    ],
    "a": 12,
    "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": 15,
    "source_aliases": [
      "HDFS 872"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "HDFS 872",
    "course_uid": "course_8b7b1a156f125f4805257581",
    "term_id": "1212",
    "term_name": "Fall 2020",
    "instructors": [
      "Robert Nix"
    ],
    "a": 15,
    "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": 16,
    "source_aliases": [
      "HDFS 872"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "HDFS 872",
    "course_uid": "course_8b7b1a156f125f4805257581",
    "term_id": "1222",
    "term_name": "Fall 2021",
    "instructors": [
      "Larissa Duncan"
    ],
    "a": 11,
    "ab": 1,
    "b": 1,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 1,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 14,
    "source_aliases": [
      "HDFS 872"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "HDFS 872",
    "course_uid": "course_8b7b1a156f125f4805257581",
    "term_id": "1232",
    "term_name": "Fall 2022",
    "instructors": [
      "Larissa Duncan"
    ],
    "a": 11,
    "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": 13,
    "source_aliases": [
      "HDFS 872"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "HDFS 872",
    "course_uid": "course_8b7b1a156f125f4805257581",
    "term_id": "1242",
    "term_name": "Fall 2023",
    "instructors": [
      "Larissa Duncan"
    ],
    "a": 10,
    "ab": 1,
    "b": 1,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 1,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 1,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 14,
    "source_aliases": [
      "HDFS 872"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "HDFS 872",
    "course_uid": "course_8b7b1a156f125f4805257581",
    "term_id": "1252",
    "term_name": "Fall 2024",
    "instructors": [
      "Robert Nix"
    ],
    "a": 12,
    "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": 12,
    "source_aliases": [
      "HDFS 872"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "HDFS 872",
    "course_uid": "course_8b7b1a156f125f4805257581",
    "term_id": "1262",
    "term_name": "Fall 2025",
    "instructors": [
      "Larissa Duncan"
    ],
    "a": 10,
    "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": 10,
    "source_aliases": [
      "HDFS 872"
    ]
  }
]
```

### statistics

#### gpa

3.846

#### graded

162

#### counts

* 128
* 24
* 9
* 0
* 0
* 0
* 1

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_8b7b1a156f125f4805257581-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_8b7b1a156f125f4805257581-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_8b7b1a156f125f4805257581-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_8b7b1a156f125f4805257581-0.json)

#### meetings

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_8b7b1a156f125f4805257581-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_8b7b1a156f125f4805257581-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_8b7b1a156f125f4805257581-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_8b7b1a156f125f4805257581-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## context

### all

#### term



#### gpa

3.845679012345679

#### count

162

#### university

##### size

3823

##### gpa Percentile

67

##### count Percentile

50

##### median Count

161

##### 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 | 9     | false   |
| 2.8–3.2 | 284   | false   |
| 3.2–3.6 | 1041  | false   |
| 3.6–4.0 | 2489  | true    |

#### departments

```json
[
  {
    "subject": "HDFS",
    "comparison": {
      "size": 22,
      "gpaPercentile": 76,
      "countPercentile": 29,
      "medianCount": 329.5,
      "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": 1,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 21,
          "current": true
        }
      ]
    }
  }
]
```

### terms

#### 1102

##### term

1102

##### gpa

3.8846153846153846

##### count

13

##### departments

| subject | comparison |
| ------- | ---------- |
| HDFS    |            |

#### 1122

##### term

1122

##### gpa

3.5

##### count

7

##### departments

| subject | comparison |
| ------- | ---------- |
| HDFS    |            |

#### 1142

##### term

1142

##### gpa

3.8333333333333335

##### count

9

##### departments

| subject | comparison |
| ------- | ---------- |
| HDFS    |            |

#### 1162

##### term

1162

##### gpa

3.6470588235294117

##### count

17

##### departments

| subject | comparison |
| ------- | ---------- |
| HDFS    |            |

#### 1182

##### term

1182

##### gpa

3.909090909090909

##### count

11

##### departments

| subject | comparison |
| ------- | ---------- |
| HDFS    |            |

#### 1192

##### term

1192

##### gpa

3.8846153846153846

##### count

13

##### departments

| subject | comparison |
| ------- | ---------- |
| HDFS    |            |

#### 1202

##### term

1202

##### gpa

3.9

##### count

15

##### departments

| subject | comparison |
| ------- | ---------- |
| HDFS    |            |

#### 1212

##### term

1212

##### gpa

3.96875

##### count

16

##### departments

| subject | comparison |
| ------- | ---------- |
| HDFS    |            |

#### 1222

##### term

1222

##### gpa

3.8846153846153846

##### count

13

##### departments

| subject | comparison |
| ------- | ---------- |
| HDFS    |            |

#### 1232

##### term

1232

##### gpa

3.923076923076923

##### count

13

##### departments

| subject | comparison |
| ------- | ---------- |
| HDFS    |            |

#### 1242

##### term

1242

##### gpa

3.576923076923077

##### count

13

##### departments

| subject | comparison |
| ------- | ---------- |
| HDFS    |            |

#### 1252

##### term

1252

##### gpa

4

##### count

12

##### departments

| subject | comparison |
| ------- | ---------- |
| HDFS    |            |

#### 1262

##### term

1262

##### gpa

4

##### count

10

##### departments

| subject | comparison |
| ------- | ---------- |
| HDFS    |            |

### benchmarks

#### all

##### school

###### size

3823

###### gpa

3.664814172832109

###### top Share

82.25544201025689

###### count

161

##### HDFS

###### size

22

###### gpa

3.783789138642406

###### top Share

89.71193181172312

###### count

329.5

#### terms

##### 1102

###### school

###### size

774

###### gpa

3.36712622366007

###### top Share

63.703228532165696

###### count

67

##### 1122

###### school

###### size

804

###### gpa

3.3737149752667013

###### top Share

63.65118790117902

###### count

70

##### 1142

###### school

###### size

853

###### gpa

3.3941849959684913

###### top Share

65.28450334228523

###### count

67

##### 1162

###### school

###### size

954

###### gpa

3.43726781345039

###### top Share

68.05645304987395

###### count

64.5

##### 1182

###### school

###### size

1025

###### gpa

3.474159360325319

###### top Share

70.34861441764347

###### count

69

##### 1192

###### school

###### size

1077

###### gpa

3.50327634323125

###### top Share

72.44641925727845

###### count

67

##### 1202

###### school

###### size

1102

###### gpa

3.5102605987403313

###### top Share

72.78244569053733

###### count

68

##### 1212

###### school

###### size

1111

###### gpa

3.5856416028074487

###### top Share

77.58926748660845

###### count

68

##### 1222

###### school

###### size

1157

###### gpa

3.563052311875811

###### top Share

76.64869058732418

###### count

64

##### 1232

###### school

###### size

1216

###### gpa

3.575457431972425

###### top Share

77.33712216234007

###### count

66

##### 1242

###### school

###### size

1295

###### gpa

3.595302892737449

###### top Share

78.36291889885307

###### count

67

###### HDFS

###### size

13

###### gpa

3.7660316859768184

###### top Share

87.69896723080787

###### count

39

##### 1252

###### school

###### size

1333

###### gpa

3.619494049739118

###### top Share

79.71442190500672

###### count

69

###### HDFS

###### size

12

###### gpa

3.7848627604057277

###### top Share

89.15277536295575

###### count

51

##### 1262

###### school

###### size

1320

###### gpa

3.628825763035853

###### top Share

80.21118846327654

###### count

70

###### HDFS

###### size

11

###### gpa

3.7951759200763022

###### top Share

89.43953856051053

###### count

48

## instructor Trends

```json
[
  {
    "uid": "instructor_acd0461c9f4078b2d3c441c6",
    "name": "STEPHEN A SMALL",
    "count": 57,
    "terms": [
      {
        "term": "1102",
        "count": 13,
        "sections": 1,
        "gpa": 3.8846153846153846
      },
      {
        "term": "1122",
        "count": 7,
        "sections": 1,
        "gpa": 3.5
      },
      {
        "term": "1142",
        "count": 9,
        "sections": 1,
        "gpa": 3.8333333333333335
      },
      {
        "term": "1162",
        "count": 17,
        "sections": 1,
        "gpa": 3.6470588235294117
      },
      {
        "term": "1182",
        "count": 11,
        "sections": 1,
        "gpa": 3.909090909090909
      }
    ]
  },
  {
    "uid": "instructor_680d89722af27741b2925564",
    "name": "ROBERT NIX",
    "count": 56,
    "terms": [
      {
        "term": "1192",
        "count": 13,
        "sections": 1,
        "gpa": 3.8846153846153846
      },
      {
        "term": "1202",
        "count": 15,
        "sections": 1,
        "gpa": 3.9
      },
      {
        "term": "1212",
        "count": 16,
        "sections": 1,
        "gpa": 3.96875
      },
      {
        "term": "1252",
        "count": 12,
        "sections": 1,
        "gpa": 4
      }
    ]
  },
  {
    "uid": "instructor_273cea41dcb45b6c0befcf85",
    "name": "LARISSA DUNCAN",
    "count": 49,
    "terms": [
      {
        "term": "1222",
        "count": 13,
        "sections": 1,
        "gpa": 3.8846153846153846
      },
      {
        "term": "1232",
        "count": 13,
        "sections": 1,
        "gpa": 3.923076923076923
      },
      {
        "term": "1242",
        "count": 13,
        "sections": 1,
        "gpa": 3.576923076923077
      },
      {
        "term": "1262",
        "count": 10,
        "sections": 1,
        "gpa": 4
      }
    ]
  }
]
```

## following

None recorded.
