# FINANCE 535: Applied Equity Markets Research 1 | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/FINANCE_535)

## 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

c12db05a47ee5490888f107e1be01c876942081c6f2c894bd1bd121cdd96569a

### course id

FINANCE 535

### course uid

course\_4bce0a2d3784a9399f49f4cf

### catalog version id

930e0cface24bbcf87353a2e577e53f6e518c7f2f33abc20533467dd83a61d0a

### course number

535

### subjects

* FINANCE

### title

APPLIED EQUITY MARKETS RESEARCH 1

### description

A capstone experience focused on investments, research, sales and trading which is designed to provide  the opportunity to learn and perform many of the practical skills necessary to research, analyze and pitch equity securities as long investments and/or short sales.  Application required.

### requirements text

Consent of instructor

### credits min

3

### credits max

3

### credit offering ids

* 1272:233:026074

### llm job id

enrich-8b774950c2b6adfdc46d1b82

### llm output id

07402e1904cab1a2e8b12f5d4d26c4e8e4b138834783097fefc485511b7c5803

### llm model

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

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

APPLIED EQUITY MARKETS RESEARCH 1 is a capstone course focused on investments, research, sales, and trading.

### llm topics

* Equity securities and trading strategies
* Investments, research, sales, and trading

### llm skills

* Research, analyze, and pitch equity securities
* Practical skills for investments and trading

### llm assumed background

None recorded.

### llm search phrases

* equity securities research
* long short sales pitch
* investment capstone course
* FINANCE 535 applied equity

### llm requirements status

valid

### llm student summary status

valid

### llm experience status

insufficient\_evidence

### catalog variants

None recorded.

### student summary

#### context hash

05a95a8b1d54e5609e5ddd161d4c79ee38fdd89f30e9ed21a532ba761dc9e848

#### course id

FINANCE 535

#### current instructors

```json
[
  {
    "instructor_uid": "instructor_3d231c2d9fb5199dde1097cd",
    "message": "No course-specific reviews available",
    "name": "Adam Sweet",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": [
      {
        "citations": [
          {
            "course_id": "FINANCE 535",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "16e4bc22-30e3-369f-bb44-318e1fd520ea",
            "source_record": {
              "entity_id": "16e4bc22-30e3-369f-bb44-318e1fd520ea",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1252",
            "type": "grade"
          },
          {
            "course_id": "FINANCE 535",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "16e4bc22-30e3-369f-bb44-318e1fd520ea",
            "source_record": {
              "entity_id": "16e4bc22-30e3-369f-bb44-318e1fd520ea",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1254",
            "type": "grade"
          },
          {
            "course_id": "FINANCE 535",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "16e4bc22-30e3-369f-bb44-318e1fd520ea",
            "source_record": {
              "entity_id": "16e4bc22-30e3-369f-bb44-318e1fd520ea",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1264",
            "type": "grade"
          }
        ],
        "text": "Recent recorded grades — Fall 2024: 3.81 GPA, 88.9% A/AB (n=18 letter grades); Spring 2025: 3.91 GPA, 100.0% A/AB (n=16 letter grades); Spring 2026: 3.84 GPA, 93.8% A/AB (n=16 letter grades). Includes jointly taught sections."
      }
    ]
  },
  {
    "instructor_uid": "instructor_3cca54df1ce6a850f9e1a05d",
    "message": "No course-specific reviews available",
    "name": "Matthew Goetzinger",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": [
      {
        "citations": [
          {
            "course_id": "FINANCE 535",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "16e4bc22-30e3-369f-bb44-318e1fd520ea",
            "source_record": {
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              "file": "tables/observations.parquet",
              "kind": "grades",
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            },
            "table": "section_grades_latest",
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          {
            "course_id": "FINANCE 535",
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            "section_number": 1,
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            "source_record": {
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              "source": "madgrades"
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            "table": "section_grades_latest",
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          {
            "course_id": "FINANCE 535",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "16e4bc22-30e3-369f-bb44-318e1fd520ea",
            "source_record": {
              "entity_id": "16e4bc22-30e3-369f-bb44-318e1fd520ea",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1264",
            "type": "grade"
          }
        ],
        "text": "Recent recorded grades — Spring 2025: 3.91 GPA, 100.0% A/AB (n=16 letter grades); Fall 2025: 3.74 GPA, 88.2% A/AB (n=17 letter grades); Spring 2026: 3.84 GPA, 93.8% A/AB (n=16 letter grades). Includes jointly taught sections."
      }
    ]
  },
  {
    "instructor_uid": "instructor_2e275b3eaf47f5343a1d1fc3",
    "message": "No course-specific reviews available",
    "name": "Ricky Sandler",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": [
      {
        "citations": [
          {
            "course_id": "FINANCE 535",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "16e4bc22-30e3-369f-bb44-318e1fd520ea",
            "source_record": {
              "entity_id": "16e4bc22-30e3-369f-bb44-318e1fd520ea",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1252",
            "type": "grade"
          },
          {
            "course_id": "FINANCE 535",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "16e4bc22-30e3-369f-bb44-318e1fd520ea",
            "source_record": {
              "entity_id": "16e4bc22-30e3-369f-bb44-318e1fd520ea",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1254",
            "type": "grade"
          },
          {
            "course_id": "FINANCE 535",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "16e4bc22-30e3-369f-bb44-318e1fd520ea",
            "source_record": {
              "entity_id": "16e4bc22-30e3-369f-bb44-318e1fd520ea",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1264",
            "type": "grade"
          }
        ],
        "text": "Recent recorded grades — Fall 2024: 3.81 GPA, 88.9% A/AB (n=18 letter grades); Spring 2025: 3.91 GPA, 100.0% A/AB (n=16 letter grades); Spring 2026: 3.84 GPA, 93.8% A/AB (n=16 letter grades). Includes jointly taught sections."
      }
    ]
  }
]
```

#### 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 — Spring 2025: 3.91 GPA, 100.0% A/AB (n=16 letter grades); Fall 2025: 3.74 GPA, 88.2% A/AB (n=17 letter grades); Spring 2026: 3.84 GPA, 93.8% A/AB (n=16 letter grades).

```json
{
  "citations": [
    {
      "course_id": "FINANCE 535",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "16e4bc22-30e3-369f-bb44-318e1fd520ea",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1254",
      "type": "grade"
    },
    {
      "course_id": "FINANCE 535",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "16e4bc22-30e3-369f-bb44-318e1fd520ea",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1262",
      "type": "grade"
    },
    {
      "course_id": "FINANCE 535",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "16e4bc22-30e3-369f-bb44-318e1fd520ea",
        "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

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

```json
{
  "citations": [
    {
      "course_id": "FINANCE 535",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "16e4bc22-30e3-369f-bb44-318e1fd520ea",
      "source_record": {
        "entity_id": "16e4bc22-30e3-369f-bb44-318e1fd520ea",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1234",
      "type": "grade"
    },
    {
      "course_id": "FINANCE 535",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "16e4bc22-30e3-369f-bb44-318e1fd520ea",
      "source_record": {
        "entity_id": "16e4bc22-30e3-369f-bb44-318e1fd520ea",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1242",
      "type": "grade"
    },
    {
      "course_id": "FINANCE 535",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "16e4bc22-30e3-369f-bb44-318e1fd520ea",
      "source_record": {
        "entity_id": "16e4bc22-30e3-369f-bb44-318e1fd520ea",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1244",
      "type": "grade"
    },
    {
      "course_id": "FINANCE 535",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "16e4bc22-30e3-369f-bb44-318e1fd520ea",
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1252",
      "type": "grade"
    },
    {
      "course_id": "FINANCE 535",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "16e4bc22-30e3-369f-bb44-318e1fd520ea",
      "source_record": {
        "entity_id": "16e4bc22-30e3-369f-bb44-318e1fd520ea",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1254",
      "type": "grade"
    },
    {
      "course_id": "FINANCE 535",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "16e4bc22-30e3-369f-bb44-318e1fd520ea",
      "source_record": {
        "entity_id": "16e4bc22-30e3-369f-bb44-318e1fd520ea",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1264",
      "type": "grade"
    }
  ]
}
```

MATTHEW GOETZINGER is recorded teaching in Fall 2021, 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": "FINANCE 535",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "16e4bc22-30e3-369f-bb44-318e1fd520ea",
      "source_record": {
        "entity_id": "16e4bc22-30e3-369f-bb44-318e1fd520ea",
        "file": "tables/observations.parquet",
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1232",
      "type": "grade"
    },
    {
      "course_id": "FINANCE 535",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
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      "source_record": {
        "entity_id": "16e4bc22-30e3-369f-bb44-318e1fd520ea",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1234",
      "type": "grade"
    },
    {
      "course_id": "FINANCE 535",
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      "section_number": 1,
      "source_course_id": "16e4bc22-30e3-369f-bb44-318e1fd520ea",
      "source_record": {
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1242",
      "type": "grade"
    },
    {
      "course_id": "FINANCE 535",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
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      "source_record": {
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        "kind": "grades",
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      },
      "table": "section_grades_latest",
      "term_id": "1244",
      "type": "grade"
    },
    {
      "course_id": "FINANCE 535",
      "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": "1252",
      "type": "grade"
    },
    {
      "course_id": "FINANCE 535",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "16e4bc22-30e3-369f-bb44-318e1fd520ea",
      "source_record": {
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1254",
      "type": "grade"
    },
    {
      "course_id": "FINANCE 535",
      "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": "1262",
      "type": "grade"
    },
    {
      "course_id": "FINANCE 535",
      "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": "1264",
      "type": "grade"
    }
  ]
}
```

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

```json
{
  "citations": [
    {
      "course_id": "FINANCE 535",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "16e4bc22-30e3-369f-bb44-318e1fd520ea",
      "source_record": {
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        "file": "tables/observations.parquet",
        "kind": "grades",
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      },
      "table": "section_grades_latest",
      "term_id": "1234",
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    },
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      "source_record": {
        "entity_id": "16e4bc22-30e3-369f-bb44-318e1fd520ea",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1242",
      "type": "grade"
    },
    {
      "course_id": "FINANCE 535",
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      "section_number": 1,
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      "source_record": {
        "entity_id": "16e4bc22-30e3-369f-bb44-318e1fd520ea",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
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      "term_id": "1244",
      "type": "grade"
    },
    {
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1252",
      "type": "grade"
    },
    {
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        "kind": "grades",
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      },
      "table": "section_grades_latest",
      "term_id": "1254",
      "type": "grade"
    },
    {
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      "section_number": 1,
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        "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": "Consent of instructor",
    "course": null,
    "evidence": "Consent of instructor",
    "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\_3d231c2d9fb5199dde1097cd | enrollment | sweet2                 | netid           | source\_identified | Adam Sweet         | SWEET2\@WISC.EDU    | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/ADAM\_SWEET         |
| instructor\_3cca54df1ce6a850f9e1a05d | enrollment | mjgoetzi               | netid           | source\_identified | Matthew Goetzinger | MJGOETZI\@WISC.EDU  | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/MATTHEW\_GOETZINGER |
| instructor\_2e275b3eaf47f5343a1d1fc3 | enrollment | rcsandler              | netid           | source\_identified | Ricky Sandler      | RCSANDLER\@WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/RICKY\_SANDLER      |

### offerings

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "offering_id": "1272:233:026074",
    "course_id": "FINANCE 535",
    "course_uid": "course_4bce0a2d3784a9399f49f4cf",
    "term_id": "1272",
    "source_course_id": "026074",
    "source_subject_id": "233",
    "title": "Applied Equity Markets Research 1",
    "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:1272:22930",
    "term_id": "1272",
    "source_section_id": "22930",
    "identity_basis": "class_number",
    "section_number": "001",
    "section_type": "LEC",
    "instruction_mode": "Classroom Instruction",
    "capacity": 20,
    "enrolled": 16,
    "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_a7f04f46ec57105cf0e1e7c8",
    "source": "madgrades",
    "source_instructor_id": "655582",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "MARK FEDENIA",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "ratings": {
      "review_count": 16,
      "quality": 2.38,
      "difficulty": 3.38,
      "quality_count": 16,
      "difficulty_count": 16,
      "profile_id": "rmp:1079052",
      "source_url": "https://www.ratemyprofessors.com/professor/1079052",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:20:38.019363+00:00",
      "courses": {},
      "bayesian_quality": 3.0909365464147753,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
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    "grade_statistics": {
      "gpa": 3.563,
      "graded": 2025,
      "counts": [
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        29,
        7,
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      ],
      "sections": 73
    },
    "instructor_url": "/instructors/MARK_FEDENIA--instructor_a7f04f46ec57105cf0e1e7c8"
  },
  {
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    "source_instructor_id": "482480",
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    "name": "MATTHEW GOETZINGER",
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    "grade_statistics": {
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    },
    "instructor_url": "/instructors/MATTHEW_GOETZINGER--instructor_8109900a6b52094a2629e4c4"
  },
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    "source": "madgrades",
    "source_instructor_id": "915826",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "PAUL LEFF",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
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    "grade_statistics": {
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    },
    "instructor_url": "/instructors/PAUL_LEFF"
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    "source": "madgrades",
    "source_instructor_id": "572816",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "DANIEL PICKETT",
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    "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": {
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    "instructor_url": "/instructors/DANIEL_PICKETT--instructor_ae2f932cba82a644c74babf8"
  },
  {
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    "source": "madgrades",
    "source_instructor_id": "668861",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "ADAM SWEET",
    "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": {
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        0
      ],
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    },
    "instructor_url": "/instructors/ADAM_SWEET--instructor_06fc38f869c0e271b5a68896"
  },
  {
    "instructor_uid": "instructor_d1672d5e73cdc5d48da2e087",
    "source": "madgrades",
    "source_instructor_id": "148150",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "RICKY SANDLER",
    "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": 3.717,
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        2,
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      ],
      "sections": 19
    },
    "instructor_url": "/instructors/RICKY_SANDLER--instructor_d1672d5e73cdc5d48da2e087"
  },
  {
    "instructor_uid": "instructor_2e275b3eaf47f5343a1d1fc3",
    "source": "enrollment",
    "source_instructor_id": "rcsandler",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Ricky Sandler",
    "email": "RCSANDLER@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/RICKY_SANDLER"
  },
  {
    "instructor_uid": "instructor_3cca54df1ce6a850f9e1a05d",
    "source": "enrollment",
    "source_instructor_id": "mjgoetzi",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Matthew Goetzinger",
    "email": "MJGOETZI@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/MATTHEW_GOETZINGER"
  },
  {
    "instructor_uid": "instructor_3d231c2d9fb5199dde1097cd",
    "source": "enrollment",
    "source_instructor_id": "sweet2",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Adam Sweet",
    "email": "SWEET2@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/ADAM_SWEET"
  }
]
```

### grades

```json
[
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    "course_id": "FINANCE 535",
    "course_uid": "course_4bce0a2d3784a9399f49f4cf",
    "term_id": "1072",
    "term_name": "Fall 2006",
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      "Mark Fedenia"
    ],
    "a": 0,
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    "course_uid": "course_4bce0a2d3784a9399f49f4cf",
    "term_id": "1222",
    "term_name": "Fall 2021",
    "instructors": [
      "DANIEL PICKETT",
      "Matthew Goetzinger",
      "PAUL LEFF"
    ],
    "a": 10,
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    "b": 0,
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    "source_aliases": [
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  },
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    "term_name": "Fall 2022",
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    ],
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  },
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    "course_uid": "course_4bce0a2d3784a9399f49f4cf",
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    "term_name": "Spring 2023",
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      "Matthew Goetzinger",
      "Ricky Sandler"
    ],
    "a": 7,
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    "source_aliases": [
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    ]
  },
  {
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    "course_uid": "course_4bce0a2d3784a9399f49f4cf",
    "term_id": "1242",
    "term_name": "Fall 2023",
    "instructors": [
      "Adam Sweet",
      "Matthew Goetzinger",
      "Ricky Sandler"
    ],
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    "total": 16,
    "source_aliases": [
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    ]
  },
  {
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    "course_id": "FINANCE 535",
    "course_uid": "course_4bce0a2d3784a9399f49f4cf",
    "term_id": "1244",
    "term_name": "Spring 2024",
    "instructors": [
      "Adam Sweet",
      "Matthew Goetzinger",
      "Ricky Sandler"
    ],
    "a": 12,
    "ab": 4,
    "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": 17,
    "source_aliases": [
      "FINANCE 535"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "FINANCE 535",
    "course_uid": "course_4bce0a2d3784a9399f49f4cf",
    "term_id": "1252",
    "term_name": "Fall 2024",
    "instructors": [
      "Adam Sweet",
      "Matthew Goetzinger",
      "Ricky Sandler"
    ],
    "a": 13,
    "ab": 3,
    "b": 2,
    "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": 18,
    "source_aliases": [
      "FINANCE 535"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "FINANCE 535",
    "course_uid": "course_4bce0a2d3784a9399f49f4cf",
    "term_id": "1254",
    "term_name": "Spring 2025",
    "instructors": [
      "Adam Sweet",
      "Matthew Goetzinger",
      "Ricky Sandler"
    ],
    "a": 13,
    "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": 16,
    "source_aliases": [
      "FINANCE 535"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "FINANCE 535",
    "course_uid": "course_4bce0a2d3784a9399f49f4cf",
    "term_id": "1262",
    "term_name": "Fall 2025",
    "instructors": [
      "Matthew Goetzinger"
    ],
    "a": 10,
    "ab": 5,
    "b": 2,
    "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": [
      "FINANCE 535"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "FINANCE 535",
    "course_uid": "course_4bce0a2d3784a9399f49f4cf",
    "term_id": "1264",
    "term_name": "Spring 2026",
    "instructors": [
      "Adam Sweet",
      "Matthew Goetzinger",
      "Ricky Sandler"
    ],
    "a": 12,
    "ab": 3,
    "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": 16,
    "source_aliases": [
      "FINANCE 535"
    ]
  }
]
```

### statistics

#### gpa

3.789

#### graded

152

#### counts

* 96
* 48
* 8
* 0
* 0
* 0
* 0

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_4bce0a2d3784a9399f49f4cf-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_4bce0a2d3784a9399f49f4cf-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_4bce0a2d3784a9399f49f4cf-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_4bce0a2d3784a9399f49f4cf-0.json)

#### meetings

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_4bce0a2d3784a9399f49f4cf-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_4bce0a2d3784a9399f49f4cf-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_4bce0a2d3784a9399f49f4cf-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_4bce0a2d3784a9399f49f4cf-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## context

### all

#### term



#### gpa

3.789473684210526

#### count

152

#### university

##### size

4471

##### gpa Percentile

55

##### count Percentile

57

##### median Count

120

##### 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 | 14    | false   |
| 2.8–3.2 | 249   | false   |
| 3.2–3.6 | 1124  | false   |
| 3.6–4.0 | 3084  | true    |

#### departments

```json
[
  {
    "subject": "FINANCE",
    "comparison": {
      "size": 33,
      "gpaPercentile": 72,
      "countPercentile": 53,
      "medianCount": 150,
      "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": 1,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 14,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 18,
          "current": true
        }
      ]
    }
  }
]
```

### terms

#### 1222

##### term

1222

##### gpa

3.8333333333333335

##### count

15

##### departments

| subject | comparison |
| ------- | ---------- |
| FINANCE |            |

#### 1232

##### term

1232

##### gpa

3.725

##### count

20

##### departments

| subject | comparison |
| ------- | ---------- |
| FINANCE |            |

#### 1234

##### term

1234

##### gpa

3.7058823529411766

##### count

17

##### departments

| subject | comparison |
| ------- | ---------- |
| FINANCE |            |

#### 1242

##### term

1242

##### gpa

3.75

##### count

16

##### departments

| subject | comparison |
| ------- | ---------- |
| FINANCE |            |

#### 1244

##### term

1244

##### gpa

3.823529411764706

##### count

17

##### departments

| subject | comparison |
| ------- | ---------- |
| FINANCE |            |

#### 1252

##### term

1252

##### gpa

3.8055555555555554

##### count

18

##### departments

| subject | comparison |
| ------- | ---------- |
| FINANCE |            |

#### 1254

##### term

1254

##### gpa

3.90625

##### count

16

##### departments

| subject | comparison |
| ------- | ---------- |
| FINANCE |            |

#### 1262

##### term

1262

##### gpa

3.735294117647059

##### count

17

##### departments

| subject | comparison |
| ------- | ---------- |
| FINANCE |            |

#### 1264

##### term

1264

##### gpa

3.84375

##### count

16

##### departments

| subject | comparison |
| ------- | ---------- |
| FINANCE |            |

### benchmarks

#### all

##### school

###### size

4471

###### gpa

3.691363683338808

###### top Share

83.82460114337505

###### count

120

##### FINANCE

###### size

33

###### gpa

3.6207284206385606

###### top Share

79.64508985898988

###### count

150

#### terms

##### 1072

###### school

###### size

723

###### gpa

3.344595727439471

###### top Share

62.012941427864526

###### count

67

##### 1222

###### school

###### size

1157

###### gpa

3.563052311875811

###### top Share

76.64869058732418

###### count

64

###### FINANCE

###### size

13

###### gpa

3.5410612006150073

###### top Share

73.2426945446066

###### count

110

##### 1232

###### school

###### size

1216

###### gpa

3.575457431972425

###### top Share

77.33712216234007

###### count

66

###### FINANCE

###### size

12

###### gpa

3.416676672495619

###### top Share

64.33788085494034

###### count

104.5

##### 1234

###### school

###### size

1188

###### gpa

3.5799441677552393

###### top Share

77.18256448537606

###### count

65

###### FINANCE

###### size

10

###### gpa

3.372785452553605

###### top Share

63.284872923711234

###### count

130.5

##### 1242

###### school

###### size

1295

###### gpa

3.595302892737449

###### top Share

78.36291889885307

###### count

67

###### FINANCE

###### size

15

###### gpa

3.4306902166853037

###### top Share

68.21672287600568

###### count

53

##### 1244

###### school

###### size

1241

###### gpa

3.5975573126929192

###### top Share

78.29036874847135

###### count

65

###### FINANCE

###### size

11

###### gpa

3.4093382518317767

###### top Share

66.91676897169883

###### count

61

##### 1252

###### school

###### size

1333

###### gpa

3.619494049739118

###### top Share

79.71442190500672

###### count

69

###### FINANCE

###### size

13

###### gpa

3.5410133377075512

###### top Share

73.4904747339085

###### count

73

##### 1254

###### school

###### size

1289

###### gpa

3.6126423469389106

###### top Share

79.48050408754871

###### count

66

###### FINANCE

###### size

12

###### gpa

3.5271594639094292

###### top Share

75.32753028680274

###### count

59.5

##### 1262

###### school

###### size

1320

###### gpa

3.628825763035853

###### top Share

80.21118846327654

###### count

70

###### FINANCE

###### size

12

###### gpa

3.464788349438434

###### top Share

70.00634307053718

###### count

108.5

##### 1264

###### school

###### size

1283

###### gpa

3.6229729166451925

###### top Share

80.13669149396227

###### count

66

###### FINANCE

###### size

15

###### gpa

3.4637659638974174

###### top Share

68.88822972155683

###### count

55

## instructor Trends

```json
[
  {
    "uid": "instructor_8109900a6b52094a2629e4c4",
    "name": "MATTHEW GOETZINGER",
    "count": 152,
    "terms": [
      {
        "term": "1222",
        "count": 15,
        "sections": 1,
        "gpa": 3.8333333333333335
      },
      {
        "term": "1232",
        "count": 20,
        "sections": 1,
        "gpa": 3.725
      },
      {
        "term": "1234",
        "count": 17,
        "sections": 1,
        "gpa": 3.7058823529411766
      },
      {
        "term": "1242",
        "count": 16,
        "sections": 1,
        "gpa": 3.75
      },
      {
        "term": "1244",
        "count": 17,
        "sections": 1,
        "gpa": 3.823529411764706
      },
      {
        "term": "1252",
        "count": 18,
        "sections": 1,
        "gpa": 3.8055555555555554
      },
      {
        "term": "1254",
        "count": 16,
        "sections": 1,
        "gpa": 3.90625
      },
      {
        "term": "1262",
        "count": 17,
        "sections": 1,
        "gpa": 3.735294117647059
      },
      {
        "term": "1264",
        "count": 16,
        "sections": 1,
        "gpa": 3.84375
      }
    ]
  },
  {
    "uid": "instructor_06fc38f869c0e271b5a68896",
    "name": "ADAM SWEET",
    "count": 100,
    "terms": [
      {
        "term": "1234",
        "count": 17,
        "sections": 1,
        "gpa": 3.7058823529411766
      },
      {
        "term": "1242",
        "count": 16,
        "sections": 1,
        "gpa": 3.75
      },
      {
        "term": "1244",
        "count": 17,
        "sections": 1,
        "gpa": 3.823529411764706
      },
      {
        "term": "1252",
        "count": 18,
        "sections": 1,
        "gpa": 3.8055555555555554
      },
      {
        "term": "1254",
        "count": 16,
        "sections": 1,
        "gpa": 3.90625
      },
      {
        "term": "1264",
        "count": 16,
        "sections": 1,
        "gpa": 3.84375
      }
    ]
  },
  {
    "uid": "instructor_d1672d5e73cdc5d48da2e087",
    "name": "RICKY SANDLER",
    "count": 100,
    "terms": [
      {
        "term": "1234",
        "count": 17,
        "sections": 1,
        "gpa": 3.7058823529411766
      },
      {
        "term": "1242",
        "count": 16,
        "sections": 1,
        "gpa": 3.75
      },
      {
        "term": "1244",
        "count": 17,
        "sections": 1,
        "gpa": 3.823529411764706
      },
      {
        "term": "1252",
        "count": 18,
        "sections": 1,
        "gpa": 3.8055555555555554
      },
      {
        "term": "1254",
        "count": 16,
        "sections": 1,
        "gpa": 3.90625
      },
      {
        "term": "1264",
        "count": 16,
        "sections": 1,
        "gpa": 3.84375
      }
    ]
  },
  {
    "uid": "instructor_9db24c5f6b4d763ad7b8d87f",
    "name": "PAUL LEFF",
    "count": 15,
    "terms": [
      {
        "term": "1222",
        "count": 15,
        "sections": 1,
        "gpa": 3.8333333333333335
      }
    ]
  },
  {
    "uid": "instructor_ae2f932cba82a644c74babf8",
    "name": "DANIEL PICKETT",
    "count": 15,
    "terms": [
      {
        "term": "1222",
        "count": 15,
        "sections": 1,
        "gpa": 3.8333333333333335
      }
    ]
  }
]
```

## following

None recorded.
