# CHEM 606: Physical Methods for Structure Determination | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/CHEM_606)

## 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

c85e704a7c9eae79ec80de17c69843b78525e230a7b28fd45be1b314901f92ca

### course id

CHEM 606

### course uid

course\_abaa23c5d9875b6d55c2e39b

### catalog version id

10db01d0d555a0d5f042a5855398c5f7f92aa964ef3ece4c7b3f798370b0a50a

### course number

606

### subjects

* CHEM

### title

PHYSICAL METHODS FOR STRUCTURE DETERMINATION

### description

A survey of spectroscopic methods for inorganic structure determination. Introduces major non-crystallographic techniques with an emphasis on the application to structural analysis. The basic theory and methodology of each form of spectroscopy will be presented. Topics covered include: ligand field theory, electronic absorption, Raman, Mossbauer and EPR stectroscopies, and magnetic susceptibility.

### requirements text

Graduate/professional standing

### credit offering ids

None recorded.

### llm job id

enrich-f516c4d3e82cfe326b4f5f54

### llm output id

389d95f95b25dc31d45db26531e3996b398433b56ed2c33256db511a889b5b7b

### llm model

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

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

CHEM 606 surveys spectroscopic methods for inorganic structure determination, covering theory and application of non-crystallographic techniques.

### llm topics

* Ligand field theory
* Electronic absorption spectroscopy
* Raman spectroscopy
* Mossbauer spectroscopy
* EPR spectroscopy
* Magnetic susceptibility

### llm skills

* Applying spectroscopic methods for inorganic structure determination
* Understanding theory and methodology of spectroscopic techniques

### llm assumed background

None recorded.

### llm search phrases

* inorganic spectroscopy
* structure determination methods
* ligand field theory
* EPR Mossbauer Raman spectroscopy

### llm requirements status

valid

### llm student summary status

valid

### llm experience status

valid

### catalog variants

None recorded.

### student summary

#### context hash

b9386bcb6ddbfefd18ea87e9080143d7eb2bc6955c89b234dde0059692a7b676

#### course id

CHEM 606

#### current instructors

None recorded.

#### difficulty workload

Historical reviews of Thomas Brunold: Graduate teaching assistant duties for other students make the experience miserable and potentially unhealthy, contributing to a difficult workload environment.

```json
{
  "citations": [
    {
      "instructor_name": "Thomas Brunold",
      "review_date": "2022-08-20 10:27:28 +0000 UTC",
      "review_id": "68f98b108465227ec05453b2",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:765968",
      "source_review_id": "UmF0aW5nLTM2NTk4ODYw",
      "source_url": "https://www.ratemyprofessors.com/professor/765968",
      "type": "review"
    }
  ]
}
```

#### errors

None recorded.

#### historical context

Historical reviews for Thomas Brunold describe him as eager to teach and understanding. However, the course is criticized for being less than useless to students outside the inorganic/materials specialization.

```json
{
  "citations": [
    {
      "instructor_name": "Thomas Brunold",
      "review_date": "2022-08-20 10:27:28 +0000 UTC",
      "review_id": "68f98b108465227ec05453b2",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:765968",
      "source_review_id": "UmF0aW5nLTM2NTk4ODYw",
      "source_url": "https://www.ratemyprofessors.com/professor/765968",
      "type": "review"
    }
  ]
}
```

#### offered

false

#### profile hash

e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1

#### quick take

Historical reviews of Thomas Brunold: Thomas Brunold is eager to teach and understanding, but the course is considered less than useless for students not specializing in inorganic or materials chemistry within the department.

```json
{
  "citations": [
    {
      "instructor_name": "Thomas Brunold",
      "review_date": "2022-08-20 10:27:28 +0000 UTC",
      "review_id": "68f98b108465227ec05453b2",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:765968",
      "source_review_id": "UmF0aW5nLTM2NTk4ODYw",
      "source_url": "https://www.ratemyprofessors.com/professor/765968",
      "type": "review"
    }
  ]
}
```

Recent recorded grades — Spring 2022: 3.40 GPA, 70.0% A/AB (n=10 letter grades); Spring 2024: 3.59 GPA, 81.2% A/AB (n=16 letter grades); Spring 2026: 3.47 GPA, 83.3% A/AB (n=18 letter grades).

```json
{
  "citations": [
    {
      "course_id": "CHEM 606",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "c463a9b0-7603-3a28-8e14-1e2bcb9764ea",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1224",
      "type": "grade"
    },
    {
      "course_id": "CHEM 606",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "c463a9b0-7603-3a28-8e14-1e2bcb9764ea",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1244",
      "type": "grade"
    },
    {
      "course_id": "CHEM 606",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "c463a9b0-7603-3a28-8e14-1e2bcb9764ea",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1264",
      "type": "grade"
    }
  ]
}
```

#### student experience

Historical reviews of Thomas Brunold: The course is highly specialized for inorganic or materials majors, leaving other students with a frustrating and seemingly useless experience.

```json
{
  "citations": [
    {
      "instructor_name": "Thomas Brunold",
      "review_date": "2022-08-20 10:27:28 +0000 UTC",
      "review_id": "68f98b108465227ec05453b2",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:765968",
      "source_review_id": "UmF0aW5nLTM2NTk4ODYw",
      "source_url": "https://www.ratemyprofessors.com/professor/765968",
      "type": "review"
    }
  ]
}
```

#### task hash

74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68

#### teaching history

THOMAS BRUNOLD is recorded teaching in Spring 2007, Spring 2008, Spring 2010, Spring 2012, Spring 2014, Spring 2016, Spring 2018, Spring 2020, Spring 2022, Spring 2024, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "CHEM 606",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "c463a9b0-7603-3a28-8e14-1e2bcb9764ea",
      "source_record": {
        "entity_id": "c463a9b0-7603-3a28-8e14-1e2bcb9764ea",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1074",
      "type": "grade"
    },
    {
      "course_id": "CHEM 606",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "c463a9b0-7603-3a28-8e14-1e2bcb9764ea",
      "source_record": {
        "entity_id": "c463a9b0-7603-3a28-8e14-1e2bcb9764ea",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1084",
      "type": "grade"
    },
    {
      "course_id": "CHEM 606",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "c463a9b0-7603-3a28-8e14-1e2bcb9764ea",
      "source_record": {
        "entity_id": "c463a9b0-7603-3a28-8e14-1e2bcb9764ea",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1104",
      "type": "grade"
    },
    {
      "course_id": "CHEM 606",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "c463a9b0-7603-3a28-8e14-1e2bcb9764ea",
      "source_record": {
        "entity_id": "c463a9b0-7603-3a28-8e14-1e2bcb9764ea",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1124",
      "type": "grade"
    },
    {
      "course_id": "CHEM 606",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "c463a9b0-7603-3a28-8e14-1e2bcb9764ea",
      "source_record": {
        "entity_id": "c463a9b0-7603-3a28-8e14-1e2bcb9764ea",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1144",
      "type": "grade"
    },
    {
      "course_id": "CHEM 606",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "c463a9b0-7603-3a28-8e14-1e2bcb9764ea",
      "source_record": {
        "entity_id": "c463a9b0-7603-3a28-8e14-1e2bcb9764ea",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1164",
      "type": "grade"
    },
    {
      "course_id": "CHEM 606",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "c463a9b0-7603-3a28-8e14-1e2bcb9764ea",
      "source_record": {
        "entity_id": "c463a9b0-7603-3a28-8e14-1e2bcb9764ea",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1184",
      "type": "grade"
    },
    {
      "course_id": "CHEM 606",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "c463a9b0-7603-3a28-8e14-1e2bcb9764ea",
      "source_record": {
        "entity_id": "c463a9b0-7603-3a28-8e14-1e2bcb9764ea",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1204",
      "type": "grade"
    },
    {
      "course_id": "CHEM 606",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "c463a9b0-7603-3a28-8e14-1e2bcb9764ea",
      "source_record": {
        "entity_id": "c463a9b0-7603-3a28-8e14-1e2bcb9764ea",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1224",
      "type": "grade"
    },
    {
      "course_id": "CHEM 606",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "c463a9b0-7603-3a28-8e14-1e2bcb9764ea",
      "source_record": {
        "entity_id": "c463a9b0-7603-3a28-8e14-1e2bcb9764ea",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1244",
      "type": "grade"
    },
    {
      "course_id": "CHEM 606",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "c463a9b0-7603-3a28-8e14-1e2bcb9764ea",
      "source_record": {
        "entity_id": "c463a9b0-7603-3a28-8e14-1e2bcb9764ea",
        "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": "Graduate/professional standing",
    "course": null,
    "evidence": "Graduate/professional standing",
    "id": "n0",
    "kind": "condition"
  }
]
```

#### notes

None recorded.

#### root

n0

#### status

parsed

### instructors

None recorded.

### offerings

None recorded.

### sections

None recorded.

### grade instructors

```json
[
  {
    "instructor_uid": "instructor_fa716db8b4a5bace9d071720",
    "source": "madgrades",
    "source_instructor_id": "3089125",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "THOMAS BRUNOLD",
    "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": 202,
      "quality": 4.62,
      "difficulty": 3.42,
      "quality_count": 202,
      "difficulty_count": 202,
      "profile_id": "rmp:765968",
      "source_url": "https://www.ratemyprofessors.com/professor/765968",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:02:13.153845+00:00",
      "courses": {
        "course_c6c64d7584708e58ca90e23d": {
          "review_count": 187,
          "quality": 4.61,
          "difficulty": 3.44,
          "quality_count": 187,
          "difficulty_count": 187
        },
        "course_abaa23c5d9875b6d55c2e39b": {
          "review_count": 1,
          "quality": 3,
          "difficulty": 2,
          "quality_count": 1,
          "difficulty_count": 1
        },
        "course_1892a0df3dfd0788ad8a857d": {
          "review_count": 2,
          "quality": 5,
          "difficulty": 3.5,
          "quality_count": 2,
          "difficulty_count": 2
        },
        "course_3c009c0fe685bfe140508df0": {
          "review_count": 2,
          "quality": 4.5,
          "difficulty": 3,
          "quality_count": 2,
          "difficulty_count": 2
        }
      },
      "bayesian_quality": 4.533485205724919,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.021,
      "graded": 6882,
      "counts": [
        1900,
        1100,
        1805,
        773,
        814,
        362,
        128
      ],
      "sections": 94
    },
    "instructor_url": "/instructors/THOMAS_BRUNOLD--instructor_fa716db8b4a5bace9d071720"
  },
  {
    "instructor_uid": "instructor_ceebd21991e96e8edee5da59",
    "source": "madgrades",
    "source_instructor_id": "2600029",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "JUDITH BURSTYN",
    "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": 108,
      "quality": 2.51,
      "difficulty": 3.47,
      "quality_count": 108,
      "difficulty_count": 108,
      "profile_id": "rmp:70837",
      "source_url": "https://www.ratemyprofessors.com/professor/70837",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:29:50.507548+00:00",
      "courses": {
        "course_1892a0df3dfd0788ad8a857d": {
          "review_count": 43,
          "quality": 2.12,
          "difficulty": 3.67,
          "quality_count": 43,
          "difficulty_count": 43
        },
        "course_0d267b79490aeb7664694e7f": {
          "review_count": 5,
          "quality": 3.6,
          "difficulty": 3,
          "quality_count": 5,
          "difficulty_count": 5
        },
        "course_e6a7a3645a09d1947d62420f": {
          "review_count": 1,
          "quality": 2,
          "difficulty": 3,
          "quality_count": 1,
          "difficulty_count": 1
        },
        "course_f4c1d40f8af1545c1ccf8488": {
          "review_count": 47,
          "quality": 2.7,
          "difficulty": 3.49,
          "quality_count": 47,
          "difficulty_count": 47
        },
        "course_3c009c0fe685bfe140508df0": {
          "review_count": 3,
          "quality": 4.33,
          "difficulty": 3,
          "quality_count": 3,
          "difficulty_count": 3
        },
        "course_c6c64d7584708e58ca90e23d": {
          "review_count": 1,
          "quality": 1,
          "difficulty": 4,
          "quality_count": 1,
          "difficulty_count": 1
        }
      },
      "bayesian_quality": 2.6896384036791554,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.128,
      "graded": 2770,
      "counts": [
        855,
        431,
        637,
        404,
        383,
        48,
        12
      ],
      "sections": 76
    },
    "instructor_url": "/instructors/JUDITH_BURSTYN--instructor_ceebd21991e96e8edee5da59"
  },
  {
    "instructor_uid": "instructor_cc1c5f5bf05c74f591212c9d",
    "source": "madgrades",
    "source_instructor_id": "2600938",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "CLARK LANDIS",
    "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": 84,
      "quality": 3.74,
      "difficulty": 3.25,
      "quality_count": 84,
      "difficulty_count": 84,
      "profile_id": "rmp:1299999",
      "source_url": "https://www.ratemyprofessors.com/professor/1299999",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:47:58.384418+00:00",
      "courses": {
        "course_1892a0df3dfd0788ad8a857d": {
          "review_count": 42,
          "quality": 3.38,
          "difficulty": 3.5,
          "quality_count": 42,
          "difficulty_count": 42
        },
        "course_0d267b79490aeb7664694e7f": {
          "review_count": 1,
          "quality": 4,
          "difficulty": 5,
          "quality_count": 1,
          "difficulty_count": 1
        },
        "course_c6c64d7584708e58ca90e23d": {
          "review_count": 36,
          "quality": 4.28,
          "difficulty": 2.86,
          "quality_count": 36,
          "difficulty_count": 36
        },
        "course_15b184d6362fe580ca16f2fd": {
          "review_count": 1,
          "quality": 4,
          "difficulty": 2,
          "quality_count": 1,
          "difficulty_count": 1
        },
        "course_fb3bca2c59f2d3212648955d": {
          "review_count": 2,
          "quality": 2.5,
          "difficulty": 4,
          "quality_count": 2,
          "difficulty_count": 2
        }
      },
      "bayesian_quality": 3.7245549583743456,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.041,
      "graded": 3695,
      "counts": [
        1023,
        533,
        965,
        471,
        548,
        109,
        46
      ],
      "sections": 85
    },
    "instructor_url": "/instructors/CLARK_LANDIS--instructor_cc1c5f5bf05c74f591212c9d"
  }
]
```

### grades

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "CHEM 606",
    "course_uid": "course_abaa23c5d9875b6d55c2e39b",
    "term_id": "1074",
    "term_name": "Spring 2007",
    "instructors": [
      "Thomas Brunold"
    ],
    "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": [
      "CHEM 606"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "CHEM 606",
    "course_uid": "course_abaa23c5d9875b6d55c2e39b",
    "term_id": "1084",
    "term_name": "Spring 2008",
    "instructors": [
      "Thomas Brunold"
    ],
    "a": 4,
    "ab": 6,
    "b": 3,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 13,
    "source_aliases": [
      "CHEM 606"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "CHEM 606",
    "course_uid": "course_abaa23c5d9875b6d55c2e39b",
    "term_id": "1104",
    "term_name": "Spring 2010",
    "instructors": [
      "Thomas Brunold"
    ],
    "a": 5,
    "ab": 11,
    "b": 6,
    "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": 22,
    "source_aliases": [
      "CHEM 606"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "CHEM 606",
    "course_uid": "course_abaa23c5d9875b6d55c2e39b",
    "term_id": "1124",
    "term_name": "Spring 2012",
    "instructors": [
      "Thomas Brunold"
    ],
    "a": 2,
    "ab": 7,
    "b": 2,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 1,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 12,
    "source_aliases": [
      "CHEM 606"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "CHEM 606",
    "course_uid": "course_abaa23c5d9875b6d55c2e39b",
    "term_id": "1144",
    "term_name": "Spring 2014",
    "instructors": [
      "Thomas Brunold"
    ],
    "a": 3,
    "ab": 6,
    "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": [
      "CHEM 606"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "CHEM 606",
    "course_uid": "course_abaa23c5d9875b6d55c2e39b",
    "term_id": "1164",
    "term_name": "Spring 2016",
    "instructors": [
      "Thomas Brunold"
    ],
    "a": 5,
    "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": 10,
    "source_aliases": [
      "CHEM 606"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "CHEM 606",
    "course_uid": "course_abaa23c5d9875b6d55c2e39b",
    "term_id": "1184",
    "term_name": "Spring 2018",
    "instructors": [
      "Judith Burstyn",
      "Thomas Brunold"
    ],
    "a": 4,
    "ab": 5,
    "b": 3,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 1,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 1,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 14,
    "source_aliases": [
      "CHEM 606"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "CHEM 606",
    "course_uid": "course_abaa23c5d9875b6d55c2e39b",
    "term_id": "1204",
    "term_name": "Spring 2020",
    "instructors": [
      "Judith Burstyn",
      "Thomas Brunold"
    ],
    "a": 3,
    "ab": 4,
    "b": 3,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 10,
    "source_aliases": [
      "CHEM 606"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "CHEM 606",
    "course_uid": "course_abaa23c5d9875b6d55c2e39b",
    "term_id": "1224",
    "term_name": "Spring 2022",
    "instructors": [
      "CLARK LANDIS",
      "Thomas Brunold"
    ],
    "a": 5,
    "ab": 2,
    "b": 2,
    "bc": 0,
    "c": 0,
    "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": [
      "CHEM 606"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "CHEM 606",
    "course_uid": "course_abaa23c5d9875b6d55c2e39b",
    "term_id": "1244",
    "term_name": "Spring 2024",
    "instructors": [
      "Thomas Brunold"
    ],
    "a": 6,
    "ab": 7,
    "b": 3,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 1,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 3,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 20,
    "source_aliases": [
      "CHEM 606"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "CHEM 606",
    "course_uid": "course_abaa23c5d9875b6d55c2e39b",
    "term_id": "1264",
    "term_name": "Spring 2026",
    "instructors": [
      "Thomas Brunold"
    ],
    "a": 6,
    "ab": 9,
    "b": 2,
    "bc": 0,
    "c": 0,
    "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": 18,
    "source_aliases": [
      "CHEM 606"
    ]
  }
]
```

### statistics

#### gpa

3.507

#### graded

135

#### counts

* 43
* 60
* 29
* 1
* 0
* 2
* 0

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_abaa23c5d9875b6d55c2e39b-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_abaa23c5d9875b6d55c2e39b-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_abaa23c5d9875b6d55c2e39b-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_abaa23c5d9875b6d55c2e39b-0.json)

#### reviews

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_abaa23c5d9875b6d55c2e39b-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_abaa23c5d9875b6d55c2e39b-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_abaa23c5d9875b6d55c2e39b-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_abaa23c5d9875b6d55c2e39b-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## context

### all

#### term



#### gpa

3.5074074074074075

#### count

135

#### university

##### size

3710

##### gpa Percentile

28

##### count Percentile

52

##### median Count

125

##### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 0     | false   |
| 2.4–2.8 | 12    | false   |
| 2.8–3.2 | 307   | false   |
| 3.2–3.6 | 1057  | true    |
| 3.6–4.0 | 2334  | false   |

#### departments

```json
[
  {
    "subject": "CHEM",
    "comparison": {
      "size": 49,
      "gpaPercentile": 44,
      "countPercentile": 46,
      "medianCount": 137,
      "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": 13,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 13,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 23,
          "current": false
        }
      ]
    }
  }
]
```

### terms

#### 1084

##### term

1084

##### gpa

3.5384615384615383

##### count

13

##### departments

| subject | comparison |
| ------- | ---------- |
| CHEM    |            |

#### 1104

##### term

1104

##### gpa

3.477272727272727

##### count

22

##### departments

| subject | comparison |
| ------- | ---------- |
| CHEM    |            |

#### 1124

##### term

1124

##### gpa

3.5

##### count

11

##### departments

| subject | comparison |
| ------- | ---------- |
| CHEM    |            |

#### 1144

##### term

1144

##### gpa

3.423076923076923

##### count

13

##### departments

| subject | comparison |
| ------- | ---------- |
| CHEM    |            |

#### 1164

##### term

1164

##### gpa

3.65

##### count

10

##### departments

| subject | comparison |
| ------- | ---------- |
| CHEM    |            |

#### 1184

##### term

1184

##### gpa

3.5416666666666665

##### count

12

##### departments

| subject | comparison |
| ------- | ---------- |
| CHEM    |            |

#### 1204

##### term

1204

##### gpa

3.5

##### count

10

##### departments

| subject | comparison |
| ------- | ---------- |
| CHEM    |            |

#### 1224

##### term

1224

##### gpa

3.4

##### count

10

##### departments

| subject | comparison |
| ------- | ---------- |
| CHEM    |            |

#### 1244

##### term

1244

##### gpa

3.59375

##### count

16

##### departments

| subject | comparison |
| ------- | ---------- |
| CHEM    |            |

#### 1264

##### term

1264

##### gpa

3.4722222222222223

##### count

18

##### departments

| subject | comparison |
| ------- | ---------- |
| CHEM    |            |

### benchmarks

#### all

##### school

###### size

3710

###### gpa

3.6523123253114993

###### top Share

81.42945981523334

###### count

125

##### CHEM

###### size

49

###### gpa

3.531888978112459

###### top Share

73.38638061305062

###### count

137

#### terms

##### 1074

###### school

###### size

695

###### gpa

3.3616924722887376

###### top Share

63.22509110105764

###### count

69

###### CHEM

###### size

16

###### gpa

3.183862694910066

###### top Share

50.692062354497125

###### count

101

##### 1084

###### school

###### size

720

###### gpa

3.3670742938849725

###### top Share

63.42064564712246

###### count

70

###### CHEM

###### size

16

###### gpa

3.19646157518628

###### top Share

50.99068873463382

###### count

104

##### 1104

###### school

###### size

793

###### gpa

3.384661458923085

###### top Share

64.6614752434143

###### count

66

###### CHEM

###### size

15

###### gpa

3.0923831644319106

###### top Share

46.17829054769904

###### count

96

##### 1124

###### school

###### size

821

###### gpa

3.406589342026613

###### top Share

66.35774230127205

###### count

67

###### CHEM

###### size

11

###### gpa

3.00009829404877

###### top Share

40.386475641461075

###### count

125

##### 1144

###### school

###### size

878

###### gpa

3.4092443327803017

###### top Share

65.95978235963416

###### count

64

###### CHEM

###### size

16

###### gpa

3.1400405732907273

###### top Share

49.77082527078897

###### count

78

##### 1164

###### school

###### size

965

###### gpa

3.46491230798535

###### top Share

69.92376287143657

###### count

68

###### CHEM

###### size

16

###### gpa

3.0831029256897855

###### top Share

45.24974143869341

###### count

77

##### 1184

###### school

###### size

1010

###### gpa

3.47925290354517

###### top Share

70.86270937115944

###### count

68

###### CHEM

###### size

16

###### gpa

3.1596366804218503

###### top Share

51.50478577154539

###### count

95

##### 1204

###### school

###### size

1012

###### gpa

3.703747431523761

###### top Share

84.59811226304916

###### count

65.5

###### CHEM

###### size

15

###### gpa

3.4161857657542165

###### top Share

63.53888077881025

###### count

77

##### 1224

###### school

###### size

1171

###### gpa

3.5627882428500937

###### top Share

76.37271640560496

###### count

64

###### CHEM

###### size

18

###### gpa

3.1975856789277377

###### top Share

53.262174746478564

###### count

76.5

##### 1244

###### school

###### size

1241

###### gpa

3.5975573126929192

###### top Share

78.29036874847135

###### count

65

###### CHEM

###### size

14

###### gpa

3.2715871328461685

###### top Share

58.37000605983993

###### count

94

##### 1264

###### school

###### size

1283

###### gpa

3.6229729166451925

###### top Share

80.13669149396227

###### count

66

###### CHEM

###### size

16

###### gpa

3.30291241465901

###### top Share

59.91915071615351

###### count

85

## instructor Trends

```json
[
  {
    "uid": "instructor_fa716db8b4a5bace9d071720",
    "name": "THOMAS BRUNOLD",
    "count": 135,
    "terms": [
      {
        "term": "1084",
        "count": 13,
        "sections": 1,
        "gpa": 3.5384615384615383
      },
      {
        "term": "1104",
        "count": 22,
        "sections": 1,
        "gpa": 3.477272727272727
      },
      {
        "term": "1124",
        "count": 11,
        "sections": 1,
        "gpa": 3.5
      },
      {
        "term": "1144",
        "count": 13,
        "sections": 1,
        "gpa": 3.423076923076923
      },
      {
        "term": "1164",
        "count": 10,
        "sections": 1,
        "gpa": 3.65
      },
      {
        "term": "1184",
        "count": 12,
        "sections": 1,
        "gpa": 3.5416666666666665
      },
      {
        "term": "1204",
        "count": 10,
        "sections": 1,
        "gpa": 3.5
      },
      {
        "term": "1224",
        "count": 10,
        "sections": 1,
        "gpa": 3.4
      },
      {
        "term": "1244",
        "count": 16,
        "sections": 1,
        "gpa": 3.59375
      },
      {
        "term": "1264",
        "count": 18,
        "sections": 1,
        "gpa": 3.4722222222222223
      }
    ]
  },
  {
    "uid": "instructor_ceebd21991e96e8edee5da59",
    "name": "JUDITH BURSTYN",
    "count": 22,
    "terms": [
      {
        "term": "1184",
        "count": 12,
        "sections": 1,
        "gpa": 3.5416666666666665
      },
      {
        "term": "1204",
        "count": 10,
        "sections": 1,
        "gpa": 3.5
      }
    ]
  },
  {
    "uid": "instructor_cc1c5f5bf05c74f591212c9d",
    "name": "CLARK LANDIS",
    "count": 10,
    "terms": [
      {
        "term": "1224",
        "count": 10,
        "sections": 1,
        "gpa": 3.4
      }
    ]
  }
]
```

## following

None recorded.
