# SOC 375: Introduction to Mathematical Sociology | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/SOC_375)

## 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

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### term

1272

### departments

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

## course

### run id

20260907T155543-ce3781c4

### semester

1272

### observed at

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

### record version id

4cface0d68e14022687e557be60959a5b6a1419446909192840d694db5b08e23

### course id

SOC 375

### course uid

course\_196c98dc6afd96afcfc4771b

### catalog version id

13b181742f71abd09c5b3eafce77d1549ed5a0596bd6fe2d1b38ca222057138f

### course number

375

### subjects

* SOC

### title

INTRODUCTION TO MATHEMATICAL SOCIOLOGY

### description

Explores mathematical models of social structure, focusing especially on social network analysis and related methods. Makes extensive use of matrix algebra and mathematical software.

### requirements text

C\&E SOC/​SOC  360,PSYCH 210,STAT 301,ECON 310,MATH/​STAT  310, or GEOG 360

### credit offering ids

None recorded.

### llm job id

enrich-8b774950c2b6adfdc46d1b82

### llm output id

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### llm model

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

### llm model revision

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### llm task version

14

### llm search status

valid

### llm summary

Introduction to mathematical sociology exploring models of social structure and social network analysis using matrix algebra.

### llm topics

* Social network analysis and related methods.
* Mathematical models of social structure.
* Matrix algebra applications.

### llm skills

* Applying mathematical models to social structure and social network analysis.
* Using matrix algebra and mathematical software for sociological analysis.

### llm assumed background

* Descriptive statistics, probability theory, statistical inference, regression, and correlation.
* Mathematical statistics, likelihood, and computational tools for statistical analysis.

### llm search phrases

* mathematical sociology
* social network analysis
* matrix algebra sociology
* mathematical models social structure
* SOC 375 prerequisites

### llm requirements status

valid

### llm student summary status

valid

### llm experience status

valid

### catalog variants

None recorded.

### student summary

#### context hash

492d7ee3c3075cb179f139853bc360fd97365555ede13e630384e78b3c6d78ff

#### course id

SOC 375

#### current instructors

None recorded.

#### difficulty workload

Historical reviews of Monica Grant: Students reported confusion over assignments and significant delays in grade releases, taking weeks to be returned by TAs.

```json
{
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```

#### errors

None recorded.

#### historical context

Historical reviews for Monica Grant describe her lectures as extremely boring and delivered at a super fast pace. Reviewers report she was unresponsive to emails and slow to release grades, with one student noting she seemed unaware of student confusion.

```json
{
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}
```

#### offered

false

#### profile hash

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#### quick take

Historical reviews of Monica Grant: Monica Grant's SOC 375 course is described as having extremely boring lectures delivered at a super-fast pace, with poor student support.

```json
{
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      "source_url": "https://www.ratemyprofessors.com/professor/2771287",
      "type": "review"
    }
  ]
}
```

Recent recorded grades — Fall 2011: 3.35 GPA, 70.0% A/AB (n=10 letter grades); Fall 2012: 3.79 GPA, 100.0% A/AB (n=7 letter grades); Fall 2014: 3.62 GPA, 69.2% A/AB (n=13 letter grades).

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#### student experience

Historical reviews of Monica Grant: The experience was frustrating due to the instructor's lack of responsiveness to emails and refusal to answer student questions.

```json
{
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    {
      "instructor_name": "Monica Grant",
      "review_date": "2017-12-11 14:59:05 +0000 UTC",
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```

#### task hash

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#### teaching history

None recorded.

#### term id

1272

#### term name

2026 Fall

#### version

2

### requirements

#### nodes

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```

#### notes

* GEOG 360 is listed in requirements but not found in course catalog snapshot; treated as a condition.

#### root

n0

#### status

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### instructors

None recorded.

### offerings

None recorded.

### sections

None recorded.

### grade instructors

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```

### grades

```json
[
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    "d": 0,
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    "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": [
      "SOC 375"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "SOC 375",
    "course_uid": "course_196c98dc6afd96afcfc4771b",
    "term_id": "1122",
    "term_name": "Fall 2011",
    "instructors": [
      "JAMES MONTGOMERY"
    ],
    "a": 6,
    "ab": 1,
    "b": 1,
    "bc": 0,
    "c": 1,
    "d": 1,
    "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": [
      "SOC 375"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "SOC 375",
    "course_uid": "course_196c98dc6afd96afcfc4771b",
    "term_id": "1132",
    "term_name": "Fall 2012",
    "instructors": [
      "JAMES MONTGOMERY"
    ],
    "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": [
      "SOC 375"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "SOC 375",
    "course_uid": "course_196c98dc6afd96afcfc4771b",
    "term_id": "1152",
    "term_name": "Fall 2014",
    "instructors": [
      "JAMES MONTGOMERY"
    ],
    "a": 8,
    "ab": 1,
    "b": 3,
    "bc": 1,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 1,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 14,
    "source_aliases": [
      "SOC 375"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "SOC 375",
    "course_uid": "course_196c98dc6afd96afcfc4771b",
    "term_id": "1192",
    "term_name": "Fall 2018",
    "instructors": [
      "JOHN LOGAN"
    ],
    "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": [
      "SOC 375"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "SOC 375",
    "course_uid": "course_196c98dc6afd96afcfc4771b",
    "term_id": "1202",
    "term_name": "Fall 2019",
    "instructors": [
      "JOHN LOGAN"
    ],
    "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": [
      "SOC 375"
    ]
  }
]
```

### statistics

#### gpa

3.394

#### graded

90

#### counts

* 44
* 16
* 14
* 7
* 5
* 4
* 0

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_196c98dc6afd96afcfc4771b-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_196c98dc6afd96afcfc4771b-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_196c98dc6afd96afcfc4771b-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_196c98dc6afd96afcfc4771b-0.json)

#### reviews

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_196c98dc6afd96afcfc4771b-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_196c98dc6afd96afcfc4771b-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_196c98dc6afd96afcfc4771b-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_196c98dc6afd96afcfc4771b-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## instructor Trends

```json
[
  {
    "uid": "instructor_bc68fe845809b06beef39a8c",
    "name": "JAMES MONTGOMERY",
    "count": 90,
    "terms": [
      {
        "term": "1074",
        "count": 13,
        "sections": 1,
        "gpa": 3.5
      },
      {
        "term": "1082",
        "count": 12,
        "sections": 1,
        "gpa": 3.1666666666666665
      },
      {
        "term": "1092",
        "count": 18,
        "sections": 1,
        "gpa": 3.2777777777777777
      },
      {
        "term": "1112",
        "count": 17,
        "sections": 1,
        "gpa": 3.2941176470588234
      },
      {
        "term": "1122",
        "count": 10,
        "sections": 1,
        "gpa": 3.35
      },
      {
        "term": "1132",
        "count": 7,
        "sections": 1,
        "gpa": 3.7857142857142856
      },
      {
        "term": "1152",
        "count": 13,
        "sections": 1,
        "gpa": 3.6153846153846154
      }
    ]
  }
]
```

## following

None recorded.
