# LSC 440: Digital Media and Science Communication | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/LSC_440)

## 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

879dd675abb50f194229d017c819ddc78b54b293ae5dcb30e060fa7032c34765

### course id

LSC 440

### course uid

course\_2c19c96e1ce94b072c025245

### catalog version id

6df79fcf1f676fe1b1e0157ca200e95cdfb75eebe2fec9776e017e5bfc5eceab

### course number

440

### subjects

* LSC

### title

DIGITAL MEDIA AND SCIENCE COMMUNICATION

### description

Explores how to navigate the complex world of digital and networked communication tools with an eye toward a wide variety of careers in communication. Understand and evaluate social implications of digital media, informed by the most recent scholarship and classical theories. Attention is given to implications for public engagement with controversial scientific issues.

### requirements text

Satisfied Communications A or graduate/professional standing

### credits min

3

### credits max

3

### credit offering ids

* 1272:120:000611

### llm job id

enrich-f516c4d3e82cfe326b4f5f54

### llm output id

f194da1de2f62bac2e04715e91ca2d63c7f20051a8609420d409526a1b32ad75

### llm model

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

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

LSC 440 explores digital and networked communication tools, social implications of media, and public engagement with controversial scientific issues for communication careers.

### llm topics

* Digital and networked communication tools
* Social implications of digital media
* Classical communication theories
* Public engagement with controversial scientific issues

### llm skills

* Navigating digital and networked communication tools
* Understanding and evaluating social implications of digital media
* Analyzing implications for public engagement with controversial scientific issues

### llm assumed background

None recorded.

### llm search phrases

* digital media science communication
* networked communication tools careers
* social implications digital media
* public engagement controversial science

### llm requirements status

valid

### llm student summary status

valid

### llm experience status

valid

### catalog variants

None recorded.

### student summary

#### context hash

b562bab30bd823c3f0d8a1b10053041b430376e5c9fc9a08779ea7368ff223c3

#### course id

LSC 440

#### current instructors

```json
[
  {
    "instructor_uid": "instructor_92b7342d0fcfcde5341e45e1",
    "message": "No course-specific reviews available",
    "name": "Jessica Maki",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  },
  {
    "instructor_uid": "instructor_da97d308c515cf7827d49ec7",
    "message": null,
    "name": "Michael Xenos",
    "review_status": "supported",
    "rmp_instructor_id": "rmp:764795",
    "summary": [
      {
        "citations": [
          {
            "instructor_name": "Michael Xenos",
            "review_date": "2023-12-13 01:31:37 +0000 UTC",
            "review_id": "8a6653d3c34131bd18e70944",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:764795",
            "source_review_id": "UmF0aW5nLTM4NjQwMTM4",
            "source_url": "https://www.ratemyprofessors.com/professor/764795",
            "type": "review"
          },
          {
            "instructor_name": "Michael Xenos",
            "review_date": "2025-05-12 21:20:04 +0000 UTC",
            "review_id": "56a62865ca2f3895a45a8a78",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:764795",
            "source_review_id": "UmF0aW5nLTQxMjU3NDgy",
            "source_url": "https://www.ratemyprofessors.com/professor/764795",
            "type": "review"
          }
        ],
        "text": "Michael Xenos is described as caring, enthusiastic, and responsive to student questions. Reviewers appreciate his passion for the subject and his supportive approach to helping students succeed, particularly in managing group work and project components."
      },
      {
        "citations": [
          {
            "course_id": "LSC 440",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "b66a9d64-7137-3b3a-807b-a9ed4505a439",
            "source_record": {
              "entity_id": "b66a9d64-7137-3b3a-807b-a9ed4505a439",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1234",
            "type": "grade"
          },
          {
            "course_id": "LSC 440",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "b66a9d64-7137-3b3a-807b-a9ed4505a439",
            "source_record": {
              "entity_id": "b66a9d64-7137-3b3a-807b-a9ed4505a439",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1242",
            "type": "grade"
          },
          {
            "course_id": "LSC 440",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "b66a9d64-7137-3b3a-807b-a9ed4505a439",
            "source_record": {
              "entity_id": "b66a9d64-7137-3b3a-807b-a9ed4505a439",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1254",
            "type": "grade"
          }
        ],
        "text": "Recent recorded grades — Spring 2023: 3.75 GPA, 90.6% A/AB (n=64 letter grades); Fall 2023: 3.89 GPA, 100.0% A/AB (n=50 letter grades); Spring 2025: 3.71 GPA, 80.5% A/AB (n=41 letter grades). Includes jointly taught sections."
      }
    ]
  }
]
```

#### difficulty workload

The course project is split into manageable parts, and the instructor helps resolve group work issues.

```json
{
  "citations": [
    {
      "instructor_name": "Michael Xenos",
      "review_date": "2025-05-12 21:20:04 +0000 UTC",
      "review_id": "56a62865ca2f3895a45a8a78",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:764795",
      "source_review_id": "UmF0aW5nLTQxMjU3NDgy",
      "source_url": "https://www.ratemyprofessors.com/professor/764795",
      "type": "review"
    }
  ]
}
```

#### errors

None recorded.

#### historical context

None recorded.

#### offered

true

#### profile hash

e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1

#### quick take

Michael Xenos is a caring and enthusiastic instructor who wants students to succeed, making LSC 440 an enjoyable experience for beginners.

```json
{
  "citations": [
    {
      "instructor_name": "Michael Xenos",
      "review_date": "2023-12-13 01:31:37 +0000 UTC",
      "review_id": "8a6653d3c34131bd18e70944",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:764795",
      "source_review_id": "UmF0aW5nLTM4NjQwMTM4",
      "source_url": "https://www.ratemyprofessors.com/professor/764795",
      "type": "review"
    },
    {
      "instructor_name": "Michael Xenos",
      "review_date": "2025-05-12 21:20:04 +0000 UTC",
      "review_id": "56a62865ca2f3895a45a8a78",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:764795",
      "source_review_id": "UmF0aW5nLTQxMjU3NDgy",
      "source_url": "https://www.ratemyprofessors.com/professor/764795",
      "type": "review"
    }
  ]
}
```

Recent recorded grades — Spring 2023: 3.75 GPA, 90.6% A/AB (n=64 letter grades); Fall 2023: 3.89 GPA, 100.0% A/AB (n=50 letter grades); Spring 2025: 3.71 GPA, 80.5% A/AB (n=41 letter grades).

```json
{
  "citations": [
    {
      "course_id": "LSC 440",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "b66a9d64-7137-3b3a-807b-a9ed4505a439",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1234",
      "type": "grade"
    },
    {
      "course_id": "LSC 440",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "b66a9d64-7137-3b3a-807b-a9ed4505a439",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1242",
      "type": "grade"
    },
    {
      "course_id": "LSC 440",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "b66a9d64-7137-3b3a-807b-a9ed4505a439",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1254",
      "type": "grade"
    }
  ]
}
```

#### student experience

Students appreciate Xenos's responsiveness and passion, finding lectures and readings fascinating while valuing his support.

```json
{
  "citations": [
    {
      "instructor_name": "Michael Xenos",
      "review_date": "2023-12-13 01:31:37 +0000 UTC",
      "review_id": "8a6653d3c34131bd18e70944",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:764795",
      "source_review_id": "UmF0aW5nLTM4NjQwMTM4",
      "source_url": "https://www.ratemyprofessors.com/professor/764795",
      "type": "review"
    },
    {
      "instructor_name": "Michael Xenos",
      "review_date": "2025-05-12 21:20:04 +0000 UTC",
      "review_id": "56a62865ca2f3895a45a8a78",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:764795",
      "source_review_id": "UmF0aW5nLTQxMjU3NDgy",
      "source_url": "https://www.ratemyprofessors.com/professor/764795",
      "type": "review"
    }
  ]
}
```

#### task hash

74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68

#### teaching history

MICHAEL XENOS is recorded teaching in Fall 2019, Spring 2022, Spring 2023, Fall 2023, Spring 2025. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "LSC 440",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "b66a9d64-7137-3b3a-807b-a9ed4505a439",
      "source_record": {
        "entity_id": "b66a9d64-7137-3b3a-807b-a9ed4505a439",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1202",
      "type": "grade"
    },
    {
      "course_id": "LSC 440",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "b66a9d64-7137-3b3a-807b-a9ed4505a439",
      "source_record": {
        "entity_id": "b66a9d64-7137-3b3a-807b-a9ed4505a439",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1224",
      "type": "grade"
    },
    {
      "course_id": "LSC 440",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "b66a9d64-7137-3b3a-807b-a9ed4505a439",
      "source_record": {
        "entity_id": "b66a9d64-7137-3b3a-807b-a9ed4505a439",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1234",
      "type": "grade"
    },
    {
      "course_id": "LSC 440",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "b66a9d64-7137-3b3a-807b-a9ed4505a439",
      "source_record": {
        "entity_id": "b66a9d64-7137-3b3a-807b-a9ed4505a439",
        "file": "tables/observations.parquet",
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      },
      "table": "section_grades_latest",
      "term_id": "1242",
      "type": "grade"
    },
    {
      "course_id": "LSC 440",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "b66a9d64-7137-3b3a-807b-a9ed4505a439",
      "source_record": {
        "entity_id": "b66a9d64-7137-3b3a-807b-a9ed4505a439",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1254",
      "type": "grade"
    }
  ]
}
```

#### term id

1272

#### term name

2026 Fall

#### version

2

### requirements

#### nodes

```json
[
  {
    "children": [],
    "condition": "Satisfied Communications A or graduate/professional standing",
    "course": null,
    "evidence": "Satisfied Communications A or graduate/professional standing",
    "id": "n0",
    "kind": "condition"
  },
  {
    "children": [],
    "condition": "Satisfied Communications A or graduate/professional standing",
    "course": null,
    "evidence": "Satisfied Communications A or graduate/professional standing",
    "id": "n1",
    "kind": "condition"
  },
  {
    "children": [
      "n0",
      "n1"
    ],
    "condition": null,
    "course": null,
    "evidence": "Satisfied Communications A or graduate/professional standing",
    "id": "n2",
    "kind": "any"
  }
]
```

#### notes

None recorded.

#### root

n2

#### status

parsed

### instructors

```json
[
  {
    "instructor_uid": "instructor_92b7342d0fcfcde5341e45e1",
    "source": "enrollment",
    "source_instructor_id": "jmaki5",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Jessica Maki",
    "email": "JMAKI5@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/JESSICA_MAKI"
  },
  {
    "instructor_uid": "instructor_da97d308c515cf7827d49ec7",
    "source": "enrollment",
    "source_instructor_id": "xenos",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Michael Xenos",
    "email": "XENOS@WISC.EDU",
    "first_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "ratings": {
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      "quality_count": 15,
      "difficulty_count": 15,
      "profile_id": "rmp:764795",
      "source_url": "https://www.ratemyprofessors.com/professor/764795",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:17:21.906293+00:00",
      "courses": {
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    "instructor_url": "/instructors/MICHAEL_XENOS"
  }
]
```

### offerings

```json
[
  {
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    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "offering_id": "1272:120:000611",
    "course_id": "LSC 440",
    "course_uid": "course_2c19c96e1ce94b072c025245",
    "term_id": "1272",
    "source_course_id": "000611",
    "source_subject_id": "120",
    "title": "Digital Media and Science Communication",
    "credits_min": 3,
    "credits_max": 3,
    "typically_offered": "Fall, Spring"
  }
]
```

### sections

```json
[
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    "run_id": "20260907T155543-ce3781c4",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:35451",
    "term_id": "1272",
    "source_section_id": "35451",
    "identity_basis": "class_number",
    "section_number": "001",
    "section_type": "LEC",
    "instruction_mode": "Classroom Instruction",
    "capacity": 40,
    "enrolled": 30,
    "waitlisted": 0,
    "start_date": "2026-09-02 05:00:00+00:00",
    "end_date": "2026-12-09 06:00:00+00:00"
  }
]
```

### grade instructors

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    "grade_statistics": {
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  },
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    "source": "madgrades",
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    "grade_statistics": {
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    "instructor_url": "/instructors/DONALD_STANLEY"
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  {
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    "name": "LUYE BAO",
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  {
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    "identity_status": "source_identified",
    "name": "JULIANNE RENNER",
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```

### grades

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    ],
    "a": 25,
    "ab": 4,
    "b": 1,
    "bc": 2,
    "c": 2,
    "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": [
      "LSC 440"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LSC 440",
    "course_uid": "course_2c19c96e1ce94b072c025245",
    "term_id": "1234",
    "term_name": "Spring 2023",
    "instructors": [
      "JULIANNE RENNER",
      "Michael Xenos"
    ],
    "a": 41,
    "ab": 17,
    "b": 4,
    "bc": 1,
    "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": 64,
    "source_aliases": [
      "LSC 440"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LSC 440",
    "course_uid": "course_2c19c96e1ce94b072c025245",
    "term_id": "1242",
    "term_name": "Fall 2023",
    "instructors": [
      "ISABEL VILLANUEVA",
      "Michael Xenos"
    ],
    "a": 39,
    "ab": 11,
    "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": 50,
    "source_aliases": [
      "LSC 440"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LSC 440",
    "course_uid": "course_2c19c96e1ce94b072c025245",
    "term_id": "1254",
    "term_name": "Spring 2025",
    "instructors": [
      "LINDSEY MIDDLETON",
      "Michael Xenos"
    ],
    "a": 27,
    "ab": 6,
    "b": 7,
    "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": 41,
    "source_aliases": [
      "LSC 440"
    ]
  }
]
```

### statistics

#### gpa

3.7

#### graded

534

#### counts

* 348
* 110
* 47
* 8
* 19
* 0
* 2

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_2c19c96e1ce94b072c025245-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_2c19c96e1ce94b072c025245-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_2c19c96e1ce94b072c025245-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_2c19c96e1ce94b072c025245-0.json)

#### reviews

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_2c19c96e1ce94b072c025245-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_2c19c96e1ce94b072c025245-0.json)

#### meetings

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_2c19c96e1ce94b072c025245-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_2c19c96e1ce94b072c025245-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_2c19c96e1ce94b072c025245-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_2c19c96e1ce94b072c025245-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## context

### all

#### term



#### gpa

3.700374531835206

#### count

534

#### university

##### size

4575

##### gpa Percentile

50

##### count Percentile

82

##### median Count

146

##### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 1     | false   |
| 2.4–2.8 | 16    | false   |
| 2.8–3.2 | 393   | false   |
| 3.2–3.6 | 1359  | false   |
| 3.6–4.0 | 2806  | true    |

#### departments

```json
[
  {
    "subject": "LSC",
    "comparison": {
      "size": 28,
      "gpaPercentile": 33,
      "countPercentile": 89,
      "medianCount": 239,
      "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": 26,
          "current": true
        }
      ]
    }
  }
]
```

### terms

#### 1114

##### term

1114

##### gpa

3.1805555555555554

##### count

36

##### university

###### size

804

###### gpa Percentile

33

###### count Percentile

12

###### median Count

68

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 1     | false   |
| 2.4–2.8 | 53    | false   |
| 2.8–3.2 | 231   | true    |
| 3.2–3.6 | 292   | false   |
| 3.6–4.0 | 227   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| LSC     |            |

#### 1122

##### term

1122

##### gpa

3.9

##### count

40

##### university

###### size

804

###### gpa Percentile

90

###### count Percentile

20

###### median Count

70

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 3     | false   |
| 2.4–2.8 | 47    | false   |
| 2.8–3.2 | 224   | false   |
| 3.2–3.6 | 282   | false   |
| 3.6–4.0 | 248   | true    |

##### departments

| subject | comparison |
| ------- | ---------- |
| LSC     |            |

#### 1124

##### term

1124

##### gpa

3.8421052631578947

##### count

38

##### university

###### size

821

###### gpa Percentile

84

###### count Percentile

19

###### median Count

67

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 1     | false   |
| 2.4–2.8 | 39    | false   |
| 2.8–3.2 | 223   | false   |
| 3.2–3.6 | 278   | false   |
| 3.6–4.0 | 280   | true    |

##### departments

| subject | comparison |
| ------- | ---------- |
| LSC     |            |

#### 1132

##### term

1132

##### gpa

3.75

##### count

26

##### departments

| subject | comparison |
| ------- | ---------- |
| LSC     |            |

#### 1142

##### term

1142

##### gpa

3.8055555555555554

##### count

18

##### departments

| subject | comparison |
| ------- | ---------- |
| LSC     |            |

#### 1152

##### term

1152

##### gpa

3.857142857142857

##### count

21

##### departments

| subject | comparison |
| ------- | ---------- |
| LSC     |            |

#### 1154

##### term

1154

##### gpa

3.4210526315789473

##### count

19

##### departments

| subject | comparison |
| ------- | ---------- |
| LSC     |            |

#### 1162

##### term

1162

##### gpa

3.5833333333333335

##### count

36

##### university

###### size

954

###### gpa Percentile

62

###### count Percentile

12

###### median Count

64.5

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 2     | false   |
| 2.4–2.8 | 23    | false   |
| 2.8–3.2 | 234   | false   |
| 3.2–3.6 | 350   | true    |
| 3.6–4.0 | 345   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| LSC     |            |

#### 1172

##### term

1172

##### gpa

3.78125

##### count

32

##### university

###### size

991

###### gpa Percentile

76

###### count Percentile

5

###### median Count

67

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 0     | false   |
| 2.4–2.8 | 22    | false   |
| 2.8–3.2 | 226   | false   |
| 3.2–3.6 | 353   | false   |
| 3.6–4.0 | 390   | true    |

##### departments

| subject | comparison |
| ------- | ---------- |
| LSC     |            |

#### 1182

##### term

1182

##### gpa

3.892857142857143

##### count

28

##### departments

| subject | comparison |
| ------- | ---------- |
| LSC     |            |

#### 1192

##### term

1192

##### gpa

3.5

##### count

32

##### university

###### size

1077

###### gpa Percentile

45

###### count Percentile

4

###### median Count

67

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 1     | false   |
| 2.4–2.8 | 22    | false   |
| 2.8–3.2 | 203   | false   |
| 3.2–3.6 | 370   | true    |
| 3.6–4.0 | 481   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| LSC     |            |

#### 1202

##### term

1202

##### gpa

3.3684210526315788

##### count

19

##### departments

| subject | comparison |
| ------- | ---------- |
| LSC     |            |

#### 1224

##### term

1224

##### gpa

3.7058823529411766

##### count

34

##### university

###### size

1171

###### gpa Percentile

58

###### count Percentile

11

###### median Count

64

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 3     | false   |
| 2.4–2.8 | 21    | false   |
| 2.8–3.2 | 173   | false   |
| 3.2–3.6 | 358   | false   |
| 3.6–4.0 | 616   | true    |

##### departments

| subject | comparison |
| ------- | ---------- |
| LSC     |            |

#### 1234

##### term

1234

##### gpa

3.75

##### count

64

##### university

###### size

1188

###### gpa Percentile

63

###### count Percentile

49

###### median Count

65

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 3     | false   |
| 2.4–2.8 | 17    | false   |
| 2.8–3.2 | 144   | false   |
| 3.2–3.6 | 374   | false   |
| 3.6–4.0 | 650   | true    |

##### departments

| subject | comparison |
| ------- | ---------- |
| LSC     |            |

#### 1242

##### term

1242

##### gpa

3.89

##### count

50

##### university

###### size

1295

###### gpa Percentile

79

###### count Percentile

37

###### median Count

67

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 2     | false   |
| 2.4–2.8 | 11    | false   |
| 2.8–3.2 | 162   | false   |
| 3.2–3.6 | 394   | false   |
| 3.6–4.0 | 726   | true    |

##### departments

```json
[
  {
    "subject": "LSC",
    "comparison": {
      "size": 11,
      "gpaPercentile": 70,
      "countPercentile": 20,
      "medianCount": 72,
      "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": 10,
          "current": true
        }
      ]
    }
  }
]
```

#### 1254

##### term

1254

##### gpa

3.707317073170732

##### count

41

##### university

###### size

1289

###### gpa Percentile

53

###### count Percentile

23

###### 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

| subject | comparison |
| ------- | ---------- |
| LSC     |            |

### benchmarks

#### all

##### school

###### size

4575

###### gpa

3.644058957282726

###### top Share

80.85868532847586

###### count

146

##### LSC

###### size

28

###### gpa

3.7656322421040853

###### top Share

88.65954173211878

###### count

239

#### terms

##### 1114

###### school

###### size

804

###### gpa

3.3696004653806844

###### top Share

64.0389334741844

###### count

68

##### 1122

###### school

###### size

804

###### gpa

3.3737149752667013

###### top Share

63.65118790117902

###### count

70

##### 1124

###### school

###### size

821

###### gpa

3.406589342026613

###### top Share

66.35774230127205

###### count

67

##### 1132

###### school

###### size

851

###### gpa

3.391128778809763

###### top Share

64.69509437122704

###### count

66

##### 1142

###### school

###### size

853

###### gpa

3.3941849959684913

###### top Share

65.28450334228523

###### count

67

##### 1152

###### school

###### size

918

###### gpa

3.408733538594633

###### top Share

66.06693005846735

###### count

65

##### 1154

###### school

###### size

935

###### gpa

3.4282378385810093

###### top Share

67.66674668721691

###### count

63

##### 1162

###### school

###### size

954

###### gpa

3.43726781345039

###### top Share

68.05645304987395

###### count

64.5

##### 1172

###### school

###### size

991

###### gpa

3.465129042641772

###### top Share

69.42600667567366

###### count

67

##### 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

##### 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

##### 1242

###### school

###### size

1295

###### gpa

3.595302892737449

###### top Share

78.36291889885307

###### count

67

###### LSC

###### size

11

###### gpa

3.7720593403694496

###### top Share

90.50006744717578

###### count

72

##### 1254

###### school

###### size

1289

###### gpa

3.6126423469389106

###### top Share

79.48050408754871

###### count

66

## instructor Trends

```json
[
  {
    "uid": "instructor_27fbf4548e7ca96bd943c8f4",
    "name": "DONALD STANLEY",
    "count": 290,
    "terms": [
      {
        "term": "1122",
        "count": 40,
        "sections": 1,
        "gpa": 3.9
      },
      {
        "term": "1124",
        "count": 38,
        "sections": 1,
        "gpa": 3.8421052631578947
      },
      {
        "term": "1132",
        "count": 26,
        "sections": 1,
        "gpa": 3.75
      },
      {
        "term": "1142",
        "count": 18,
        "sections": 1,
        "gpa": 3.8055555555555554
      },
      {
        "term": "1152",
        "count": 21,
        "sections": 1,
        "gpa": 3.857142857142857
      },
      {
        "term": "1154",
        "count": 19,
        "sections": 1,
        "gpa": 3.4210526315789473
      },
      {
        "term": "1162",
        "count": 36,
        "sections": 1,
        "gpa": 3.5833333333333335
      },
      {
        "term": "1172",
        "count": 32,
        "sections": 1,
        "gpa": 3.78125
      },
      {
        "term": "1182",
        "count": 28,
        "sections": 1,
        "gpa": 3.892857142857143
      },
      {
        "term": "1192",
        "count": 32,
        "sections": 1,
        "gpa": 3.5
      }
    ]
  },
  {
    "uid": "instructor_1ed286ab4368a34b00a0fc9d",
    "name": "MICHAEL XENOS",
    "count": 208,
    "terms": [
      {
        "term": "1202",
        "count": 19,
        "sections": 1,
        "gpa": 3.3684210526315788
      },
      {
        "term": "1224",
        "count": 34,
        "sections": 1,
        "gpa": 3.7058823529411766
      },
      {
        "term": "1234",
        "count": 64,
        "sections": 1,
        "gpa": 3.75
      },
      {
        "term": "1242",
        "count": 50,
        "sections": 1,
        "gpa": 3.89
      },
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  {
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  {
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    ]
  }
]
```

## following

None recorded.
