# ASIALANG 103: First Semester Japanese | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/ASIALANG_103)

## 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

5c9e9ab14267e3ed075030df564cdc732158d532ee0b1f8ae76a44e03cb95aa0

### course id

ASIALANG 103

### course uid

course\_4122c5e9df293bcb6b078245

### catalog version id

0a110fb9d95996948b94a8e8e42567a0fe994978e49003a230ed9a351dee064f

### course number

103

### subjects

* ASIALANG

### title

FIRST SEMESTER JAPANESE

### description

Focus on proficiency in four skills (speaking, listening, reading, and writing) to communicate in Japanese in basic everyday situations. No previous knowledge of Japanese expected. Not open to students with credit for E ASIAN 103 prior to Summer 2019).

### requirements text

Not open to students who have completedASIALANG 114(or E ASIAN 124 prior to Summer 2019)

### credits min

4

### credits max

4

### credit offering ids

* 1272:186:025098

### llm job id

enrich-8b774950c2b6adfdc46d1b82

### llm output id

32c55ece18f745206647a5db92bd2ad4299ee6f824e8f7af245f9a4d714193d9

### llm model

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

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

First Semester Japanese teaches basic speaking, listening, reading, and writing skills for everyday communication.

### llm topics

* Basic everyday situations in Japanese.

### llm skills

* Speaking, listening, reading, and writing proficiency.
* Communication in basic everyday situations.

### llm assumed background

* No prior knowledge of Japanese required.

### llm search phrases

* introductory Japanese course
* first semester Japanese language
* basic Japanese communication skills
* Japanese for beginners

### llm requirements status

needs\_review

### llm student summary status

valid

### llm experience status

valid

### catalog variants

None recorded.

### student summary

#### context hash

6e70343ca8ec741472755141c8b11998249f903f431948233e4b67a298cc2d31

#### course id

ASIALANG 103

#### current instructors

```json
[
  {
    "instructor_uid": "instructor_8734a9a8a6880816164bc53d",
    "message": "No course-specific reviews available",
    "name": "Anju Kinoshita",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": [
      {
        "citations": [
          {
            "course_id": "ASIALANG 103",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 5,
            "source_course_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
            "source_record": {
              "entity_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1262",
            "type": "grade"
          },
          {
            "course_id": "ASIALANG 103",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 6,
            "source_course_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
            "source_record": {
              "entity_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1262",
            "type": "grade"
          }
        ],
        "text": "Recent recorded grades — Fall 2025: 3.52 GPA, 80.0% A/AB (n=40 letter grades). Includes jointly taught sections."
      }
    ]
  },
  {
    "instructor_uid": "instructor_b1fc3be3a90f31e46a4d6bb8",
    "message": "No course-specific reviews available",
    "name": "Catherine Lambert",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  },
  {
    "instructor_uid": "instructor_706f3247c27d7776a4dea9b1",
    "message": "No course-specific reviews available",
    "name": "Keita Moriwaki",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  },
  {
    "instructor_uid": "instructor_bcbc3b05569474b94ebf2e4a",
    "message": "No course-specific reviews available",
    "name": "Ken Hayashi",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  },
  {
    "instructor_uid": "instructor_77391779b82c7c0c4549e247",
    "message": "No course-specific reviews available",
    "name": "Takako Nakakubo",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:1713194",
    "summary": [
      {
        "citations": [
          {
            "course_id": "ASIALANG 103",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
            "source_record": {
              "entity_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1242",
            "type": "grade"
          },
          {
            "course_id": "ASIALANG 103",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 2,
            "source_course_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
            "source_record": {
              "entity_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1242",
            "type": "grade"
          },
          {
            "course_id": "ASIALANG 103",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 3,
            "source_course_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
            "source_record": {
              "entity_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1242",
            "type": "grade"
          },
          {
            "course_id": "ASIALANG 103",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 4,
            "source_course_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
            "source_record": {
              "entity_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1242",
            "type": "grade"
          },
          {
            "course_id": "ASIALANG 103",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 5,
            "source_course_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
            "source_record": {
              "entity_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1242",
            "type": "grade"
          },
          {
            "course_id": "ASIALANG 103",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 6,
            "source_course_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
            "source_record": {
              "entity_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1242",
            "type": "grade"
          },
          {
            "course_id": "ASIALANG 103",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 7,
            "source_course_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
            "source_record": {
              "entity_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1242",
            "type": "grade"
          },
          {
            "course_id": "ASIALANG 103",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 9,
            "source_course_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
            "source_record": {
              "entity_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1242",
            "type": "grade"
          },
          {
            "course_id": "ASIALANG 103",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 2,
            "source_course_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
            "source_record": {
              "entity_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1252",
            "type": "grade"
          },
          {
            "course_id": "ASIALANG 103",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 4,
            "source_course_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
            "source_record": {
              "entity_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1252",
            "type": "grade"
          },
          {
            "course_id": "ASIALANG 103",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 5,
            "source_course_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
            "source_record": {
              "entity_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1252",
            "type": "grade"
          },
          {
            "course_id": "ASIALANG 103",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 6,
            "source_course_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
            "source_record": {
              "entity_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1252",
            "type": "grade"
          },
          {
            "course_id": "ASIALANG 103",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 7,
            "source_course_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
            "source_record": {
              "entity_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1252",
            "type": "grade"
          },
          {
            "course_id": "ASIALANG 103",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 8,
            "source_course_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
            "source_record": {
              "entity_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1252",
            "type": "grade"
          },
          {
            "course_id": "ASIALANG 103",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
            "source_record": {
              "entity_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1262",
            "type": "grade"
          },
          {
            "course_id": "ASIALANG 103",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 2,
            "source_course_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
            "source_record": {
              "entity_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1262",
            "type": "grade"
          },
          {
            "course_id": "ASIALANG 103",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 3,
            "source_course_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
            "source_record": {
              "entity_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1262",
            "type": "grade"
          },
          {
            "course_id": "ASIALANG 103",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 4,
            "source_course_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
            "source_record": {
              "entity_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1262",
            "type": "grade"
          },
          {
            "course_id": "ASIALANG 103",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 5,
            "source_course_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
            "source_record": {
              "entity_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1262",
            "type": "grade"
          },
          {
            "course_id": "ASIALANG 103",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 6,
            "source_course_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
            "source_record": {
              "entity_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1262",
            "type": "grade"
          }
        ],
        "text": "Recent recorded grades — Fall 2023: 3.66 GPA, 78.7% A/AB (n=122 letter grades); Fall 2024: 3.44 GPA, 71.3% A/AB (n=101 letter grades); Fall 2025: 3.43 GPA, 71.4% A/AB (n=112 letter grades). Includes jointly taught sections."
      }
    ]
  }
]
```

#### difficulty workload

Historical reviews of Emre Murat Bozer: The class requires daily pre- and post-class homework, and falling behind risks failure.

```json
{
  "citations": [
    {
      "instructor_name": "Emre Murat Bozer",
      "review_date": "2021-12-12 01:18:35 +0000 UTC",
      "review_id": "1a6c86af2c3758e17cee937c",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2746544",
      "source_review_id": "UmF0aW5nLTM1NDc3OTg0",
      "source_url": "https://www.ratemyprofessors.com/professor/2746544",
      "type": "review"
    }
  ]
}
```

#### errors

None recorded.

#### historical context

Historical reviews for Emre Murat Bozer highlight his engaging energy and clear explanations, though one student noted he speaks too fast in Japanese. He is described as caring and responsive to questions, but grading delays were reported.

```json
{
  "citations": [
    {
      "instructor_name": "Emre Murat Bozer",
      "review_date": "2021-12-12 01:18:35 +0000 UTC",
      "review_id": "1a6c86af2c3758e17cee937c",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2746544",
      "source_review_id": "UmF0aW5nLTM1NDc3OTg0",
      "source_url": "https://www.ratemyprofessors.com/professor/2746544",
      "type": "review"
    },
    {
      "instructor_name": "Emre Murat Bozer",
      "review_date": "2023-07-29 02:56:55 +0000 UTC",
      "review_id": "7b3fd25cce77b1ce61693fff",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2746544",
      "source_review_id": "UmF0aW5nLTM4MTI5OTIx",
      "source_url": "https://www.ratemyprofessors.com/professor/2746544",
      "type": "review"
    }
  ]
}
```

#### offered

true

#### profile hash

672f506f2fc2f46a071b9777f4a92cc197b2ccdeef25590e9285146d8c7e7f90

#### quick take

Historical reviews for Emre Murat Bozer describe an engaging and caring instructor with high energy, though the course demands daily study and homework to succeed.

```json
{
  "citations": [
    {
      "instructor_name": "Emre Murat Bozer",
      "review_date": "2021-12-12 01:18:35 +0000 UTC",
      "review_id": "1a6c86af2c3758e17cee937c",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2746544",
      "source_review_id": "UmF0aW5nLTM1NDc3OTg0",
      "source_url": "https://www.ratemyprofessors.com/professor/2746544",
      "type": "review"
    },
    {
      "instructor_name": "Emre Murat Bozer",
      "review_date": "2023-07-29 02:56:55 +0000 UTC",
      "review_id": "7b3fd25cce77b1ce61693fff",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2746544",
      "source_review_id": "UmF0aW5nLTM4MTI5OTIx",
      "source_url": "https://www.ratemyprofessors.com/professor/2746544",
      "type": "review"
    }
  ]
}
```

Recent recorded grades — Fall 2023: 3.66 GPA, 78.7% A/AB (n=122 letter grades); Fall 2024: 3.44 GPA, 71.3% A/AB (n=101 letter grades); Fall 2025: 3.43 GPA, 71.4% A/AB (n=112 letter grades).

```json
{
  "citations": [
    {
      "course_id": "ASIALANG 103",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1242",
      "type": "grade"
    },
    {
      "course_id": "ASIALANG 103",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1252",
      "type": "grade"
    },
    {
      "course_id": "ASIALANG 103",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1262",
      "type": "grade"
    }
  ]
}
```

#### student experience

Historical reviews of Emre Murat Bozer: Students found Bozer's lectures great and engaging, though one noted he sometimes speaks too fast in Japanese.

```json
{
  "citations": [
    {
      "instructor_name": "Emre Murat Bozer",
      "review_date": "2021-12-12 01:18:35 +0000 UTC",
      "review_id": "1a6c86af2c3758e17cee937c",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2746544",
      "source_review_id": "UmF0aW5nLTM1NDc3OTg0",
      "source_url": "https://www.ratemyprofessors.com/professor/2746544",
      "type": "review"
    },
    {
      "instructor_name": "Emre Murat Bozer",
      "review_date": "2023-07-29 02:56:55 +0000 UTC",
      "review_id": "7b3fd25cce77b1ce61693fff",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2746544",
      "source_review_id": "UmF0aW5nLTM4MTI5OTIx",
      "source_url": "https://www.ratemyprofessors.com/professor/2746544",
      "type": "review"
    }
  ]
}
```

#### task hash

74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68

#### teaching history

ANJU KINOSHITA is recorded teaching in Fall 2025. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ASIALANG 103",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 5,
      "source_course_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
      "source_record": {
        "entity_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1262",
      "type": "grade"
    },
    {
      "course_id": "ASIALANG 103",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 6,
      "source_course_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
      "source_record": {
        "entity_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1262",
      "type": "grade"
    }
  ]
}
```

EMRE MURAT BOZER is recorded teaching in Fall 2021. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ASIALANG 103",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
      "source_record": {
        "entity_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1222",
      "type": "grade"
    },
    {
      "course_id": "ASIALANG 103",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 3,
      "source_course_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
      "source_record": {
        "entity_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1222",
      "type": "grade"
    }
  ]
}
```

TAKAKO NAKAKUBO is recorded teaching in Fall 2019, Fall 2020, Fall 2021, Fall 2022, Fall 2023, Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ASIALANG 103",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
      "source_record": {
        "entity_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1202",
      "type": "grade"
    },
    {
      "course_id": "ASIALANG 103",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
      "source_record": {
        "entity_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1202",
      "type": "grade"
    },
    {
      "course_id": "ASIALANG 103",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 3,
      "source_course_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
      "source_record": {
        "entity_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1202",
      "type": "grade"
    },
    {
      "course_id": "ASIALANG 103",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 4,
      "source_course_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
      "source_record": {
        "entity_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1202",
      "type": "grade"
    },
    {
      "course_id": "ASIALANG 103",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 5,
      "source_course_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
      "source_record": {
        "entity_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1202",
      "type": "grade"
    },
    {
      "course_id": "ASIALANG 103",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 6,
      "source_course_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
      "source_record": {
        "entity_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1202",
      "type": "grade"
    },
    {
      "course_id": "ASIALANG 103",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 7,
      "source_course_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
      "source_record": {
        "entity_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1202",
      "type": "grade"
    },
    {
      "course_id": "ASIALANG 103",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
      "source_record": {
        "entity_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1212",
      "type": "grade"
    },
    {
      "course_id": "ASIALANG 103",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
      "source_record": {
        "entity_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1212",
      "type": "grade"
    },
    {
      "course_id": "ASIALANG 103",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 3,
      "source_course_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
      "source_record": {
        "entity_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1212",
      "type": "grade"
    },
    {
      "course_id": "ASIALANG 103",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 4,
      "source_course_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
      "source_record": {
        "entity_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1212",
      "type": "grade"
    },
    {
      "course_id": "ASIALANG 103",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 5,
      "source_course_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
      "source_record": {
        "entity_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1212",
      "type": "grade"
    },
    {
      "course_id": "ASIALANG 103",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 6,
      "source_course_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
      "source_record": {
        "entity_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1212",
      "type": "grade"
    },
    {
      "course_id": "ASIALANG 103",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 7,
      "source_course_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
      "source_record": {
        "entity_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1212",
      "type": "grade"
    },
    {
      "course_id": "ASIALANG 103",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 8,
      "source_course_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
      "source_record": {
        "entity_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1212",
      "type": "grade"
    },
    {
      "course_id": "ASIALANG 103",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
      "source_record": {
        "entity_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1222",
      "type": "grade"
    },
    {
      "course_id": "ASIALANG 103",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
      "source_record": {
        "entity_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1222",
      "type": "grade"
    },
    {
      "course_id": "ASIALANG 103",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 3,
      "source_course_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
      "source_record": {
        "entity_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1222",
      "type": "grade"
    },
    {
      "course_id": "ASIALANG 103",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 4,
      "source_course_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
      "source_record": {
        "entity_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1222",
      "type": "grade"
    },
    {
      "course_id": "ASIALANG 103",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 5,
      "source_course_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
      "source_record": {
        "entity_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1222",
      "type": "grade"
    },
    {
      "course_id": "ASIALANG 103",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 6,
      "source_course_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
      "source_record": {
        "entity_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1222",
      "type": "grade"
    },
    {
      "course_id": "ASIALANG 103",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 7,
      "source_course_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
      "source_record": {
        "entity_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1222",
      "type": "grade"
    },
    {
      "course_id": "ASIALANG 103",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 8,
      "source_course_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
      "source_record": {
        "entity_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1222",
      "type": "grade"
    },
    {
      "course_id": "ASIALANG 103",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
      "source_record": {
        "entity_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1232",
      "type": "grade"
    },
    {
      "course_id": "ASIALANG 103",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
      "source_record": {
        "entity_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1232",
      "type": "grade"
    },
    {
      "course_id": "ASIALANG 103",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 3,
      "source_course_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
      "source_record": {
        "entity_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1232",
      "type": "grade"
    },
    {
      "course_id": "ASIALANG 103",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 4,
      "source_course_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
      "source_record": {
        "entity_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1232",
      "type": "grade"
    },
    {
      "course_id": "ASIALANG 103",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 5,
      "source_course_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
      "source_record": {
        "entity_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1232",
      "type": "grade"
    },
    {
      "course_id": "ASIALANG 103",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 6,
      "source_course_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
      "source_record": {
        "entity_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1232",
      "type": "grade"
    },
    {
      "course_id": "ASIALANG 103",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 8,
      "source_course_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
      "source_record": {
        "entity_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1232",
      "type": "grade"
    },
    {
      "course_id": "ASIALANG 103",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 9,
      "source_course_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
      "source_record": {
        "entity_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1232",
      "type": "grade"
    },
    {
      "course_id": "ASIALANG 103",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
      "source_record": {
        "entity_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1242",
      "type": "grade"
    },
    {
      "course_id": "ASIALANG 103",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
      "source_record": {
        "entity_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1242",
      "type": "grade"
    },
    {
      "course_id": "ASIALANG 103",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 3,
      "source_course_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
      "source_record": {
        "entity_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1242",
      "type": "grade"
    },
    {
      "course_id": "ASIALANG 103",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 4,
      "source_course_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
      "source_record": {
        "entity_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1242",
      "type": "grade"
    },
    {
      "course_id": "ASIALANG 103",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 5,
      "source_course_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
      "source_record": {
        "entity_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1242",
      "type": "grade"
    },
    {
      "course_id": "ASIALANG 103",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 6,
      "source_course_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
      "source_record": {
        "entity_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1242",
      "type": "grade"
    },
    {
      "course_id": "ASIALANG 103",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 7,
      "source_course_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
      "source_record": {
        "entity_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1242",
      "type": "grade"
    },
    {
      "course_id": "ASIALANG 103",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 9,
      "source_course_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
      "source_record": {
        "entity_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1242",
      "type": "grade"
    },
    {
      "course_id": "ASIALANG 103",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
      "source_record": {
        "entity_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1252",
      "type": "grade"
    },
    {
      "course_id": "ASIALANG 103",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 4,
      "source_course_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
      "source_record": {
        "entity_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1252",
      "type": "grade"
    },
    {
      "course_id": "ASIALANG 103",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 5,
      "source_course_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
      "source_record": {
        "entity_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1252",
      "type": "grade"
    },
    {
      "course_id": "ASIALANG 103",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 6,
      "source_course_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
      "source_record": {
        "entity_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1252",
      "type": "grade"
    },
    {
      "course_id": "ASIALANG 103",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 7,
      "source_course_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
      "source_record": {
        "entity_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1252",
      "type": "grade"
    },
    {
      "course_id": "ASIALANG 103",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 8,
      "source_course_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
      "source_record": {
        "entity_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1252",
      "type": "grade"
    },
    {
      "course_id": "ASIALANG 103",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
      "source_record": {
        "entity_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1262",
      "type": "grade"
    },
    {
      "course_id": "ASIALANG 103",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
      "source_record": {
        "entity_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1262",
      "type": "grade"
    },
    {
      "course_id": "ASIALANG 103",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 3,
      "source_course_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
      "source_record": {
        "entity_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1262",
      "type": "grade"
    },
    {
      "course_id": "ASIALANG 103",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 4,
      "source_course_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
      "source_record": {
        "entity_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1262",
      "type": "grade"
    },
    {
      "course_id": "ASIALANG 103",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 5,
      "source_course_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
      "source_record": {
        "entity_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1262",
      "type": "grade"
    },
    {
      "course_id": "ASIALANG 103",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 6,
      "source_course_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
      "source_record": {
        "entity_id": "4a537ba9-4727-3bc0-b71c-3ce6322097fd",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1262",
      "type": "grade"
    }
  ]
}
```

#### term id

1272

#### term name

2026 Fall

#### version

2

### requirements

#### nodes

```json
[
  {
    "children": [
      "node_1"
    ],
    "condition": null,
    "course": null,
    "evidence": "Not open to students who have completedASIALANG 114(or E ASIAN 124 prior to Summer 2019)",
    "id": "root",
    "kind": "not"
  },
  {
    "children": [
      "node_2",
      "node_3"
    ],
    "condition": null,
    "course": null,
    "evidence": "Not open to students who have completedASIALANG 114(or E ASIAN 124 prior to Summer 2019)",
    "id": "node_1",
    "kind": "any"
  },
  {
    "children": [],
    "condition": null,
    "course": {
      "course_number": 114,
      "minimum_grade": null,
      "subjects": [
        "ASIALANG"
      ],
      "timing": "prior"
    },
    "evidence": "Not open to students who have completedASIALANG 114(or E ASIAN 124 prior to Summer 2019)",
    "id": "node_2",
    "kind": "course"
  },
  {
    "children": [],
    "condition": "E ASIAN 124 prior to Summer 2019",
    "course": null,
    "evidence": "Not open to students who have completedASIALANG 114(or E ASIAN 124 prior to Summer 2019)",
    "id": "node_3",
    "kind": "condition"
  }
]
```

#### notes

* E ASIAN 124 is not in linked\_courses and requires manual verification.

#### root

root

#### status

needs\_review

### instructors

```json
[
  {
    "instructor_uid": "instructor_8734a9a8a6880816164bc53d",
    "source": "enrollment",
    "source_instructor_id": "akinoshita2",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Anju Kinoshita",
    "email": "AKINOSHITA2@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/ANJU_KINOSHITA"
  },
  {
    "instructor_uid": "instructor_b1fc3be3a90f31e46a4d6bb8",
    "source": "enrollment",
    "source_instructor_id": "cllambert",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Catherine Lambert",
    "email": "CLLAMBERT@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/CATHERINE_LAMBERT"
  },
  {
    "instructor_uid": "instructor_706f3247c27d7776a4dea9b1",
    "source": "enrollment",
    "source_instructor_id": "kmoriwaki",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Keita Moriwaki",
    "email": "KMORIWAKI@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/KEITA_MORIWAKI"
  },
  {
    "instructor_uid": "instructor_bcbc3b05569474b94ebf2e4a",
    "source": "enrollment",
    "source_instructor_id": "khayashi5",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Ken Hayashi",
    "email": "KHAYASHI5@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/KEN_HAYASHI"
  },
  {
    "instructor_uid": "instructor_77391779b82c7c0c4549e247",
    "source": "enrollment",
    "source_instructor_id": "tnakakubo",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Takako Nakakubo",
    "email": "TNAKAKUBO@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": {
      "review_count": 22,
      "quality": 4.86,
      "difficulty": 3.18,
      "quality_count": 22,
      "difficulty_count": 22,
      "profile_id": "rmp:1713194",
      "source_url": "https://www.ratemyprofessors.com/professor/1713194",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:02:48.821046+00:00",
      "courses": {},
      "bayesian_quality": 4.288421801688855,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/TAKAKO_NAKAKUBO"
  }
]
```

### offerings

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "offering_id": "1272:186:025098",
    "course_id": "ASIALANG 103",
    "course_uid": "course_4122c5e9df293bcb6b078245",
    "term_id": "1272",
    "source_course_id": "025098",
    "source_subject_id": "186",
    "title": "First Semester Japanese",
    "credits_min": 4,
    "credits_max": 4,
    "typically_offered": "Fall"
  }
]
```

### sections

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:20315",
    "term_id": "1272",
    "source_section_id": "20315",
    "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"
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:29374",
    "term_id": "1272",
    "source_section_id": "29374",
    "identity_basis": "class_number",
    "section_number": "002",
    "section_type": "LEC",
    "instruction_mode": "Classroom Instruction",
    "capacity": 20,
    "enrolled": 20,
    "waitlisted": 0,
    "start_date": "2026-09-02 05:00:00+00:00",
    "end_date": "2026-12-09 06:00:00+00:00"
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:29375",
    "term_id": "1272",
    "source_section_id": "29375",
    "identity_basis": "class_number",
    "section_number": "003",
    "section_type": "LEC",
    "instruction_mode": "Classroom Instruction",
    "capacity": 20,
    "enrolled": 18,
    "waitlisted": 0,
    "start_date": "2026-09-02 05:00:00+00:00",
    "end_date": "2026-12-09 06:00:00+00:00"
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:29376",
    "term_id": "1272",
    "source_section_id": "29376",
    "identity_basis": "class_number",
    "section_number": "004",
    "section_type": "LEC",
    "instruction_mode": "Classroom Instruction",
    "capacity": 20,
    "enrolled": 19,
    "waitlisted": 0,
    "start_date": "2026-09-02 05:00:00+00:00",
    "end_date": "2026-12-09 06:00:00+00:00"
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:29377",
    "term_id": "1272",
    "source_section_id": "29377",
    "identity_basis": "class_number",
    "section_number": "005",
    "section_type": "LEC",
    "instruction_mode": "Classroom Instruction",
    "capacity": 20,
    "enrolled": 17,
    "waitlisted": 0,
    "start_date": "2026-09-02 05:00:00+00:00",
    "end_date": "2026-12-09 06:00:00+00:00"
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:29378",
    "term_id": "1272",
    "source_section_id": "29378",
    "identity_basis": "class_number",
    "section_number": "006",
    "section_type": "LEC",
    "instruction_mode": "Classroom Instruction",
    "capacity": 20,
    "enrolled": 20,
    "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_5c8e05d60b850b297c3ee334",
    "source": "madgrades",
    "source_instructor_id": "5664886",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "TAKEAKI OKAMOTO",
    "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": 3.843,
      "graded": 153,
      "counts": [
        120,
        21,
        9,
        3,
        0,
        0,
        0
      ],
      "sections": 9
    },
    "instructor_url": "/instructors/TAKEAKI_OKAMOTO"
  },
  {
    "instructor_uid": "instructor_829202a96dc02f13cd2dd822",
    "source": "madgrades",
    "source_instructor_id": "4930362",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "TAKAKO NAKAKUBO",
    "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": 22,
      "quality": 4.86,
      "difficulty": 3.18,
      "quality_count": 22,
      "difficulty_count": 22,
      "profile_id": "rmp:1713194",
      "source_url": "https://www.ratemyprofessors.com/professor/1713194",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:02:48.821046+00:00",
      "courses": {},
      "bayesian_quality": 4.288421801688855,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.65,
      "graded": 2098,
      "counts": [
        1383,
        356,
        183,
        70,
        64,
        27,
        15
      ],
      "sections": 163
    },
    "instructor_url": "/instructors/TAKAKO_NAKAKUBO--instructor_829202a96dc02f13cd2dd822"
  },
  {
    "instructor_uid": "instructor_98f8d43490435ca069c11ab2",
    "source": "madgrades",
    "source_instructor_id": "6223765",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "KAORI NISHIKINO",
    "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": 3.701,
      "graded": 72,
      "counts": [
        46,
        14,
        9,
        1,
        2,
        0,
        0
      ],
      "sections": 5
    },
    "instructor_url": "/instructors/KAORI_NISHIKINO--instructor_98f8d43490435ca069c11ab2"
  },
  {
    "instructor_uid": "instructor_9c958bc3ba3759ec8d98d54b",
    "source": "madgrades",
    "source_instructor_id": "6215499",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "AYAMI MORITA",
    "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": 3.727,
      "graded": 97,
      "counts": [
        68,
        15,
        8,
        4,
        1,
        1,
        0
      ],
      "sections": 6
    },
    "instructor_url": "/instructors/AYAMI_MORITA"
  },
  {
    "instructor_uid": "instructor_ca6341ff4b742e6c0af15e56",
    "source": "madgrades",
    "source_instructor_id": "6223970",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "MIYABI OZAWA",
    "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": 3.594,
      "graded": 139,
      "counts": [
        79,
        37,
        11,
        4,
        3,
        5,
        0
      ],
      "sections": 11
    },
    "instructor_url": "/instructors/MIYABI_OZAWA--instructor_ca6341ff4b742e6c0af15e56"
  },
  {
    "instructor_uid": "instructor_e3e89d6519e1decb806807e0",
    "source": "madgrades",
    "source_instructor_id": "4910338",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "MICHAEL TOOLE",
    "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": 3.296,
      "graded": 93,
      "counts": [
        38,
        22,
        14,
        7,
        7,
        4,
        1
      ],
      "sections": 4
    },
    "instructor_url": "/instructors/MICHAEL_TOOLE--instructor_e3e89d6519e1decb806807e0"
  },
  {
    "instructor_uid": "instructor_28f3c377ab606edfa19c3097",
    "source": "madgrades",
    "source_instructor_id": "6213443",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "NATALIA EGOROVA",
    "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": 3.535,
      "graded": 228,
      "counts": [
        128,
        51,
        29,
        5,
        6,
        4,
        5
      ],
      "sections": 6
    },
    "instructor_url": "/instructors/NATALIA_EGOROVA--instructor_28f3c377ab606edfa19c3097"
  },
  {
    "instructor_uid": "instructor_4dd843e442d3a6074192c6df",
    "source": "madgrades",
    "source_instructor_id": "6285363",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "TAIGA IKEDO",
    "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": 3.543,
      "graded": 93,
      "counts": [
        50,
        24,
        8,
        5,
        4,
        1,
        1
      ],
      "sections": 7
    },
    "instructor_url": "/instructors/TAIGA_IKEDO"
  },
  {
    "instructor_uid": "instructor_869a99963abae3f19f8877ea",
    "source": "madgrades",
    "source_instructor_id": "5693842",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "YOSHIYUKI HARA",
    "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,
      "graded": 122,
      "counts": [
        82,
        28,
        7,
        1,
        2,
        0,
        2
      ],
      "sections": 8
    },
    "instructor_url": "/instructors/YOSHIYUKI_HARA"
  },
  {
    "instructor_uid": "instructor_aa41a013347c20cee00bdb86",
    "source": "madgrades",
    "source_instructor_id": "6300251",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "MOMOKO ISHIKAWA",
    "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": 3.754,
      "graded": 69,
      "counts": [
        49,
        14,
        4,
        0,
        1,
        0,
        1
      ],
      "sections": 5
    },
    "instructor_url": "/instructors/MOMOKO_ISHIKAWA"
  },
  {
    "instructor_uid": "instructor_e350479f1ca6ffb3a6de0087",
    "source": "madgrades",
    "source_instructor_id": "6298209",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "YUKI SAKOMURA",
    "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": 3.406,
      "graded": 80,
      "counts": [
        34,
        24,
        10,
        7,
        2,
        1,
        2
      ],
      "sections": 9
    },
    "instructor_url": "/instructors/YUKI_SAKOMURA--instructor_e350479f1ca6ffb3a6de0087"
  },
  {
    "instructor_uid": "instructor_345a1379532d188b7abab564",
    "source": "madgrades",
    "source_instructor_id": "6362389",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "MIDORI IWAMOTO",
    "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": 3.416,
      "graded": 202,
      "counts": [
        103,
        40,
        25,
        12,
        14,
        5,
        3
      ],
      "sections": 17
    },
    "instructor_url": "/instructors/MIDORI_IWAMOTO"
  },
  {
    "instructor_uid": "instructor_482fcadbed3320c34dc79d06",
    "source": "madgrades",
    "source_instructor_id": "5327095",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "KENIA AVENDANO-GARRO",
    "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": 3.493,
      "graded": 141,
      "counts": [
        80,
        26,
        14,
        11,
        5,
        2,
        3
      ],
      "sections": 12
    },
    "instructor_url": "/instructors/KENIA_AVENDANO-GARRO"
  },
  {
    "instructor_uid": "instructor_6760554ccf99daffd3f9410c",
    "source": "madgrades",
    "source_instructor_id": "6375034",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "EMRE MURAT BOZER",
    "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": 2,
      "quality": 5,
      "difficulty": 4,
      "quality_count": 2,
      "difficulty_count": 2,
      "profile_id": "rmp:2746544",
      "source_url": "https://www.ratemyprofessors.com/professor/2746544",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:40:49.633253+00:00",
      "courses": {
        "course_4122c5e9df293bcb6b078245": {
          "review_count": 2,
          "quality": 5,
          "difficulty": 4,
          "quality_count": 2,
          "difficulty_count": 2
        }
      },
      "bayesian_quality": 3.781532530496905,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.47,
      "graded": 135,
      "counts": [
        73,
        26,
        14,
        9,
        9,
        3,
        1
      ],
      "sections": 13
    },
    "instructor_url": "/instructors/EMRE_MURAT_BOZER--instructor_6760554ccf99daffd3f9410c"
  },
  {
    "instructor_uid": "instructor_94e82b5aac7b7f047a45e363",
    "source": "madgrades",
    "source_instructor_id": "5523889",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "XIAOMEI SUN",
    "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": 3.647,
      "graded": 1348,
      "counts": [
        831,
        277,
        157,
        47,
        14,
        6,
        16
      ],
      "sections": 11
    },
    "instructor_url": "/instructors/XIAOMEI_SUN--instructor_94e82b5aac7b7f047a45e363"
  },
  {
    "instructor_uid": "instructor_d8197cc7d04cd4c41ff1ee5d",
    "source": "madgrades",
    "source_instructor_id": "6397113",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "ELIZABETH ROCK",
    "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": 3.423,
      "graded": 124,
      "counts": [
        62,
        24,
        16,
        9,
        10,
        2,
        1
      ],
      "sections": 11
    },
    "instructor_url": "/instructors/ELIZABETH_ROCK--instructor_d8197cc7d04cd4c41ff1ee5d"
  },
  {
    "instructor_uid": "instructor_dcc065c321d6f8f248979c0d",
    "source": "madgrades",
    "source_instructor_id": "6381087",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "MITSUHIRO KONO",
    "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": 3.634,
      "graded": 131,
      "counts": [
        76,
        29,
        15,
        7,
        4,
        0,
        0
      ],
      "sections": 10
    },
    "instructor_url": "/instructors/MITSUHIRO_KONO--instructor_dcc065c321d6f8f248979c0d"
  },
  {
    "instructor_uid": "instructor_35ad5df2a4bbc35c374d66aa",
    "source": "madgrades",
    "source_instructor_id": "6080095",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "MARIA TSOY",
    "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": 3.535,
      "graded": 256,
      "counts": [
        143,
        49,
        35,
        13,
        9,
        6,
        1
      ],
      "sections": 8
    },
    "instructor_url": "/instructors/MARIA_TSOY--instructor_35ad5df2a4bbc35c374d66aa"
  },
  {
    "instructor_uid": "instructor_870859af9d227c48440a7226",
    "source": "madgrades",
    "source_instructor_id": "6361442",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "CURTIS WRIGHT",
    "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": 3.595,
      "graded": 173,
      "counts": [
        113,
        28,
        11,
        10,
        4,
        6,
        1
      ],
      "sections": 12
    },
    "instructor_url": "/instructors/CURTIS_WRIGHT--instructor_870859af9d227c48440a7226"
  },
  {
    "instructor_uid": "instructor_a1d5ed22c88cebf285ae634e",
    "source": "madgrades",
    "source_instructor_id": "6468218",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "HIROKA SHIMOJI",
    "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": 3.653,
      "graded": 95,
      "counts": [
        63,
        15,
        7,
        5,
        4,
        1,
        0
      ],
      "sections": 8
    },
    "instructor_url": "/instructors/HIROKA_SHIMOJI--instructor_a1d5ed22c88cebf285ae634e"
  },
  {
    "instructor_uid": "instructor_acb270f0a0cb9be135975346",
    "source": "madgrades",
    "source_instructor_id": "5692844",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "YUKI SHIMIZU",
    "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": 1,
      "quality": 5,
      "difficulty": 2,
      "quality_count": 1,
      "difficulty_count": 1,
      "profile_id": "rmp:2971250",
      "source_url": "https://www.ratemyprofessors.com/professor/2971250",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 15:57:18.142374+00:00",
      "courses": {},
      "bayesian_quality": 3.7235102700443767,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.563,
      "graded": 434,
      "counts": [
        257,
        88,
        40,
        19,
        17,
        9,
        4
      ],
      "sections": 38
    },
    "instructor_url": "/instructors/YUKI_SHIMIZU--instructor_acb270f0a0cb9be135975346"
  },
  {
    "instructor_uid": "instructor_bbccdfe2ed332fbecda04bf7",
    "source": "madgrades",
    "source_instructor_id": "6300203",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "QIUYUE LU",
    "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": 3.73,
      "graded": 202,
      "counts": [
        158,
        19,
        8,
        6,
        8,
        0,
        3
      ],
      "sections": 5
    },
    "instructor_url": "/instructors/QIUYUE_LU--instructor_bbccdfe2ed332fbecda04bf7"
  },
  {
    "instructor_uid": "instructor_c662c648f516df1c76597f12",
    "source": "madgrades",
    "source_instructor_id": "6464007",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "HARU NAKAGAWARA",
    "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": 3.568,
      "graded": 103,
      "counts": [
        56,
        29,
        6,
        4,
        7,
        0,
        1
      ],
      "sections": 7
    },
    "instructor_url": "/instructors/HARU_NAKAGAWARA--instructor_c662c648f516df1c76597f12"
  },
  {
    "instructor_uid": "instructor_6e4e9d58b46a6ac37331a636",
    "source": "madgrades",
    "source_instructor_id": "6454384",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "SHIORI TSUTSUI",
    "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": 3.531,
      "graded": 176,
      "counts": [
        92,
        42,
        20,
        11,
        9,
        1,
        1
      ],
      "sections": 14
    },
    "instructor_url": "/instructors/SHIORI_TSUTSUI--instructor_6e4e9d58b46a6ac37331a636"
  },
  {
    "instructor_uid": "instructor_acc9188470b096f22bf249b3",
    "source": "madgrades",
    "source_instructor_id": "4847143",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "BENJAMIN OSTROW",
    "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": 3.589,
      "graded": 203,
      "counts": [
        116,
        43,
        25,
        10,
        6,
        2,
        1
      ],
      "sections": 19
    },
    "instructor_url": "/instructors/BENJAMIN_OSTROW--instructor_acc9188470b096f22bf249b3"
  },
  {
    "instructor_uid": "instructor_ca7bfccc99edb51206b3afa7",
    "source": "madgrades",
    "source_instructor_id": "6381578",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "AVERY MORRISON",
    "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": 3.633,
      "graded": 30,
      "counts": [
        20,
        2,
        5,
        2,
        1,
        0,
        0
      ],
      "sections": 3
    },
    "instructor_url": "/instructors/AVERY_MORRISON--instructor_ca7bfccc99edb51206b3afa7"
  },
  {
    "instructor_uid": "instructor_e197a2414387cef8209441c1",
    "source": "madgrades",
    "source_instructor_id": "6565367",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "MINA YOSHIMURA",
    "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": 3.641,
      "graded": 103,
      "counts": [
        66,
        17,
        11,
        5,
        3,
        0,
        1
      ],
      "sections": 9
    },
    "instructor_url": "/instructors/MINA_YOSHIMURA--instructor_e197a2414387cef8209441c1"
  },
  {
    "instructor_uid": "instructor_1191bd27418ff8e7a4f626ae",
    "source": "madgrades",
    "source_instructor_id": "6662512",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "AKARI KAWAMURA",
    "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": 3.599,
      "graded": 71,
      "counts": [
        43,
        13,
        8,
        2,
        4,
        1,
        0
      ],
      "sections": 7
    },
    "instructor_url": "/instructors/AKARI_KAWAMURA"
  },
  {
    "instructor_uid": "instructor_bb2244e1724619250ae02c01",
    "source": "madgrades",
    "source_instructor_id": "6666383",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "UTANO IMADA",
    "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": 3.352,
      "graded": 145,
      "counts": [
        67,
        30,
        21,
        8,
        12,
        6,
        1
      ],
      "sections": 13
    },
    "instructor_url": "/instructors/UTANO_IMADA--instructor_bb2244e1724619250ae02c01"
  },
  {
    "instructor_uid": "instructor_0a05d9e50b2e8395b5b10acf",
    "source": "madgrades",
    "source_instructor_id": "6559222",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "ANJU KINOSHITA",
    "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": 3.572,
      "graded": 250,
      "counts": [
        143,
        58,
        25,
        10,
        7,
        4,
        3
      ],
      "sections": 6
    },
    "instructor_url": "/instructors/ANJU_KINOSHITA--instructor_0a05d9e50b2e8395b5b10acf"
  },
  {
    "instructor_uid": "instructor_ac5e7f0225b302a67a8cc897",
    "source": "madgrades",
    "source_instructor_id": "6779406",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "TOMOMI TERAMOTO",
    "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": 3.633,
      "graded": 60,
      "counts": [
        38,
        10,
        8,
        2,
        1,
        0,
        1
      ],
      "sections": 7
    },
    "instructor_url": "/instructors/TOMOMI_TERAMOTO--instructor_ac5e7f0225b302a67a8cc897"
  },
  {
    "instructor_uid": "instructor_706f3247c27d7776a4dea9b1",
    "source": "enrollment",
    "source_instructor_id": "kmoriwaki",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Keita Moriwaki",
    "email": "KMORIWAKI@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/KEITA_MORIWAKI"
  },
  {
    "instructor_uid": "instructor_77391779b82c7c0c4549e247",
    "source": "enrollment",
    "source_instructor_id": "tnakakubo",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Takako Nakakubo",
    "email": "TNAKAKUBO@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": {
      "review_count": 22,
      "quality": 4.86,
      "difficulty": 3.18,
      "quality_count": 22,
      "difficulty_count": 22,
      "profile_id": "rmp:1713194",
      "source_url": "https://www.ratemyprofessors.com/professor/1713194",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:02:48.821046+00:00",
      "courses": {},
      "bayesian_quality": 4.288421801688855,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/TAKAKO_NAKAKUBO"
  },
  {
    "instructor_uid": "instructor_8734a9a8a6880816164bc53d",
    "source": "enrollment",
    "source_instructor_id": "akinoshita2",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Anju Kinoshita",
    "email": "AKINOSHITA2@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/ANJU_KINOSHITA"
  },
  {
    "instructor_uid": "instructor_b1fc3be3a90f31e46a4d6bb8",
    "source": "enrollment",
    "source_instructor_id": "cllambert",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Catherine Lambert",
    "email": "CLLAMBERT@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/CATHERINE_LAMBERT"
  },
  {
    "instructor_uid": "instructor_bcbc3b05569474b94ebf2e4a",
    "source": "enrollment",
    "source_instructor_id": "khayashi5",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Ken Hayashi",
    "email": "KHAYASHI5@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/KEN_HAYASHI"
  }
]
```

### grades

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ASIALANG 103",
    "course_uid": "course_4122c5e9df293bcb6b078245",
    "term_id": "1202",
    "term_name": "Fall 2019",
    "instructors": [
      "AYAMI MORITA",
      "KAORI NISHIKINO",
      "MICHAEL TOOLE",
      "MIYABI OZAWA",
      "TAKEAKI OKAMOTO",
      "Takako Nakakubo"
    ],
    "a": 90,
    "ab": 27,
    "b": 14,
    "bc": 5,
    "c": 4,
    "d": 5,
    "f": 0,
    "satisfactory": 1,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 146,
    "source_aliases": [
      "ASIALANG 103"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ASIALANG 103",
    "course_uid": "course_4122c5e9df293bcb6b078245",
    "term_id": "1212",
    "term_name": "Fall 2020",
    "instructors": [
      "MOMOKO ISHIKAWA",
      "NATALIA EGOROVA",
      "TAIGA IKEDO",
      "Takako Nakakubo",
      "YOSHIYUKI HARA",
      "YUKI SAKOMURA"
    ],
    "a": 95,
    "ab": 26,
    "b": 9,
    "bc": 2,
    "c": 2,
    "d": 0,
    "f": 1,
    "satisfactory": 1,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 1,
    "not_reported": 0,
    "other": 0,
    "total": 137,
    "source_aliases": [
      "ASIALANG 103"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ASIALANG 103",
    "course_uid": "course_4122c5e9df293bcb6b078245",
    "term_id": "1222",
    "term_name": "Fall 2021",
    "instructors": [
      "ELIZABETH ROCK",
      "Emre Murat Bozer",
      "KENIA AVENDANO-GARRO",
      "MIDORI IWAMOTO",
      "MITSUHIRO KONO",
      "Takako Nakakubo",
      "XIAOMEI SUN"
    ],
    "a": 93,
    "ab": 21,
    "b": 16,
    "bc": 8,
    "c": 3,
    "d": 1,
    "f": 1,
    "satisfactory": 1,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 3,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 147,
    "source_aliases": [
      "ASIALANG 103"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ASIALANG 103",
    "course_uid": "course_4122c5e9df293bcb6b078245",
    "term_id": "1232",
    "term_name": "Fall 2022",
    "instructors": [
      "Curtis Wright",
      "HARU NAKAGAWARA",
      "HIROKA SHIMOJI",
      "MARIA TSOY",
      "QIUYUE LU",
      "Takako Nakakubo",
      "YUKI SHIMIZU"
    ],
    "a": 91,
    "ab": 23,
    "b": 9,
    "bc": 8,
    "c": 7,
    "d": 5,
    "f": 3,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 1,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 147,
    "source_aliases": [
      "ASIALANG 103"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ASIALANG 103",
    "course_uid": "course_4122c5e9df293bcb6b078245",
    "term_id": "1242",
    "term_name": "Fall 2023",
    "instructors": [
      "AVERY MORRISON",
      "Benjamin Ostrow",
      "Curtis Wright",
      "MINA YOSHIMURA",
      "Shiori Tsutsui",
      "Takako Nakakubo",
      "YUKI SHIMIZU"
    ],
    "a": 81,
    "ab": 15,
    "b": 17,
    "bc": 5,
    "c": 3,
    "d": 0,
    "f": 1,
    "satisfactory": 1,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 123,
    "source_aliases": [
      "ASIALANG 103"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ASIALANG 103",
    "course_uid": "course_4122c5e9df293bcb6b078245",
    "term_id": "1252",
    "term_name": "Fall 2024",
    "instructors": [
      "AKARI KAWAMURA",
      "Benjamin Ostrow",
      "Takako Nakakubo",
      "UTANO IMADA",
      "YUKI SHIMIZU"
    ],
    "a": 52,
    "ab": 20,
    "b": 12,
    "bc": 7,
    "c": 7,
    "d": 2,
    "f": 1,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 1,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 102,
    "source_aliases": [
      "ASIALANG 103"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ASIALANG 103",
    "course_uid": "course_4122c5e9df293bcb6b078245",
    "term_id": "1262",
    "term_name": "Fall 2025",
    "instructors": [
      "Anju Kinoshita",
      "MARIA TSOY",
      "Takako Nakakubo",
      "Tomomi Teramoto",
      "UTANO IMADA"
    ],
    "a": 59,
    "ab": 21,
    "b": 15,
    "bc": 6,
    "c": 6,
    "d": 3,
    "f": 2,
    "satisfactory": 1,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 113,
    "source_aliases": [
      "ASIALANG 103"
    ]
  }
]
```

### statistics

#### gpa

3.582

#### graded

904

#### counts

* 561
* 153
* 92
* 41
* 32
* 16
* 9

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_4122c5e9df293bcb6b078245-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_4122c5e9df293bcb6b078245-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_4122c5e9df293bcb6b078245-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_4122c5e9df293bcb6b078245-0.json)

#### reviews

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_4122c5e9df293bcb6b078245-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_4122c5e9df293bcb6b078245-0.json)

#### meetings

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_4122c5e9df293bcb6b078245-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_4122c5e9df293bcb6b078245-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_4122c5e9df293bcb6b078245-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_4122c5e9df293bcb6b078245-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## context

### all

#### term



#### gpa

3.581858407079646

#### count

904

#### university

##### size

3220

##### gpa Percentile

30

##### count Percentile

92

##### median Count

131

##### 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 | 7     | false   |
| 2.8–3.2 | 192   | false   |
| 3.2–3.6 | 812   | true    |
| 3.6–4.0 | 2209  | false   |

#### departments

```json
[
  {
    "subject": "ASIALANG",
    "comparison": {
      "size": 26,
      "gpaPercentile": 12,
      "countPercentile": 100,
      "medianCount": 112,
      "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": 3,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 22,
          "current": false
        }
      ]
    }
  }
]
```

### terms

#### 1202

##### term

1202

##### gpa

3.6

##### count

145

##### university

###### size

1102

###### gpa Percentile

55

###### count Percentile

80

###### 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 | 14    | false   |
| 2.8–3.2 | 218   | false   |
| 3.2–3.6 | 371   | false   |
| 3.6–4.0 | 498   | true    |

##### departments

| subject  | comparison |
| -------- | ---------- |
| ASIALANG |            |

#### 1212

##### term

1212

##### gpa

3.7555555555555555

##### count

135

##### university

###### size

1111

###### gpa Percentile

63

###### count Percentile

76

###### 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 | 0     | false   |
| 2.4–2.8 | 4     | false   |
| 2.8–3.2 | 159   | false   |
| 3.2–3.6 | 337   | false   |
| 3.6–4.0 | 611   | true    |

##### departments

| subject  | comparison |
| -------- | ---------- |
| ASIALANG |            |

#### 1222

##### term

1222

##### gpa

3.63986013986014

##### count

143

##### university

###### size

1157

###### gpa Percentile

51

###### count Percentile

80

###### 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 | 1     | false   |
| 2.4–2.8 | 17    | false   |
| 2.8–3.2 | 174   | false   |
| 3.2–3.6 | 351   | false   |
| 3.6–4.0 | 614   | true    |

##### departments

| subject  | comparison |
| -------- | ---------- |
| ASIALANG |            |

#### 1232

##### term

1232

##### gpa

3.4965753424657535

##### count

146

##### university

###### size

1216

###### gpa Percentile

36

###### count Percentile

80

###### 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 | 2     | false   |
| 2.4–2.8 | 14    | false   |
| 2.8–3.2 | 174   | false   |
| 3.2–3.6 | 356   | true    |
| 3.6–4.0 | 670   | false   |

##### departments

| subject  | comparison |
| -------- | ---------- |
| ASIALANG |            |

#### 1242

##### term

1242

##### gpa

3.6557377049180326

##### count

122

##### university

###### size

1295

###### gpa Percentile

49

###### count Percentile

75

###### 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

| subject  | comparison |
| -------- | ---------- |
| ASIALANG |            |

#### 1252

##### term

1252

##### gpa

3.4405940594059405

##### count

101

##### university

###### size

1333

###### gpa Percentile

26

###### count Percentile

68

###### median Count

69

###### 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 | 115   | false   |
| 3.2–3.6 | 431   | true    |
| 3.6–4.0 | 773   | false   |

##### departments

| subject  | comparison |
| -------- | ---------- |
| ASIALANG |            |

#### 1262

##### term

1262

##### gpa

3.4330357142857144

##### count

112

##### university

###### size

1320

###### gpa Percentile

25

###### count Percentile

70

###### 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 | 1     | false   |
| 2.4–2.8 | 8     | false   |
| 2.8–3.2 | 133   | false   |
| 3.2–3.6 | 381   | true    |
| 3.6–4.0 | 797   | false   |

##### departments

| subject  | comparison |
| -------- | ---------- |
| ASIALANG |            |

### benchmarks

#### all

##### school

###### size

3220

###### gpa

3.6887830382500986

###### top Share

83.75346055650121

###### count

131

##### ASIALANG

###### size

26

###### gpa

3.69088066652385

###### top Share

85.21086714918222

###### count

112

#### terms

##### 1202

###### school

###### size

1102

###### gpa

3.5102605987403313

###### top Share

72.78244569053733

###### count

68

##### 1212

###### school

###### size

1111

###### gpa

3.5856416028074487

###### top Share

77.58926748660845

###### count

68

##### 1222

###### school

###### size

1157

###### gpa

3.563052311875811

###### top Share

76.64869058732418

###### count

64

##### 1232

###### school

###### size

1216

###### gpa

3.575457431972425

###### top Share

77.33712216234007

###### count

66

##### 1242

###### school

###### size

1295

###### gpa

3.595302892737449

###### top Share

78.36291889885307

###### count

67

##### 1252

###### school

###### size

1333

###### gpa

3.619494049739118

###### top Share

79.71442190500672

###### count

69

##### 1262

###### school

###### size

1320

###### gpa

3.628825763035853

###### top Share

80.21118846327654

###### count

70

## instructor Trends

```json
[
  {
    "uid": "instructor_829202a96dc02f13cd2dd822",
    "name": "TAKAKO NAKAKUBO",
    "count": 904,
    "terms": [
      {
        "term": "1202",
        "count": 145,
        "sections": 7,
        "gpa": 3.6
      },
      {
        "term": "1212",
        "count": 135,
        "sections": 8,
        "gpa": 3.7555555555555555
      },
      {
        "term": "1222",
        "count": 143,
        "sections": 8,
        "gpa": 3.63986013986014
      },
      {
        "term": "1232",
        "count": 146,
        "sections": 8,
        "gpa": 3.4965753424657535
      },
      {
        "term": "1242",
        "count": 122,
        "sections": 8,
        "gpa": 3.6557377049180326
      },
      {
        "term": "1252",
        "count": 101,
        "sections": 6,
        "gpa": 3.4405940594059405
      },
      {
        "term": "1262",
        "count": 112,
        "sections": 6,
        "gpa": 3.4330357142857144
      }
    ]
  },
  {
    "uid": "instructor_acb270f0a0cb9be135975346",
    "name": "YUKI SHIMIZU",
    "count": 149,
    "terms": [
      {
        "term": "1232",
        "count": 58,
        "sections": 3,
        "gpa": 3.4655172413793105
      },
      {
        "term": "1242",
        "count": 47,
        "sections": 3,
        "gpa": 3.5638297872340425
      },
      {
        "term": "1252",
        "count": 44,
        "sections": 3,
        "gpa": 3.4318181818181817
      }
    ]
  },
  {
    "uid": "instructor_bb2244e1724619250ae02c01",
    "name": "UTANO IMADA",
    "count": 92,
    "terms": [
      {
        "term": "1252",
        "count": 36,
        "sections": 2,
        "gpa": 3.513888888888889
      },
      {
        "term": "1262",
        "count": 56,
        "sections": 3,
        "gpa": 3.1875
      }
    ]
  },
  {
    "uid": "instructor_870859af9d227c48440a7226",
    "name": "CURTIS WRIGHT",
    "count": 75,
    "terms": [
      {
        "term": "1232",
        "count": 41,
        "sections": 2,
        "gpa": 3.341463414634146
      },
      {
        "term": "1242",
        "count": 34,
        "sections": 2,
        "gpa": 3.838235294117647
      }
    ]
  },
  {
    "uid": "instructor_35ad5df2a4bbc35c374d66aa",
    "name": "MARIA TSOY",
    "count": 73,
    "terms": [
      {
        "term": "1232",
        "count": 37,
        "sections": 2,
        "gpa": 3.3513513513513513
      },
      {
        "term": "1262",
        "count": 36,
        "sections": 2,
        "gpa": 3.1527777777777777
      }
    ]
  },
  {
    "uid": "instructor_869a99963abae3f19f8877ea",
    "name": "YOSHIYUKI HARA",
    "count": 66,
    "terms": [
      {
        "term": "1212",
        "count": 66,
        "sections": 4,
        "gpa": 3.727272727272727
      }
    ]
  },
  {
    "uid": "instructor_acc9188470b096f22bf249b3",
    "name": "BENJAMIN OSTROW",
    "count": 62,
    "terms": [
      {
        "term": "1242",
        "count": 30,
        "sections": 2,
        "gpa": 3.783333333333333
      },
      {
        "term": "1252",
        "count": 32,
        "sections": 2,
        "gpa": 3.359375
      }
    ]
  },
  {
    "uid": "instructor_e3e89d6519e1decb806807e0",
    "name": "MICHAEL TOOLE",
    "count": 60,
    "terms": [
      {
        "term": "1202",
        "count": 60,
        "sections": 3,
        "gpa": 3.433333333333333
      }
    ]
  },
  {
    "uid": "instructor_482fcadbed3320c34dc79d06",
    "name": "KENIA AVENDANO-GARRO",
    "count": 54,
    "terms": [
      {
        "term": "1222",
        "count": 54,
        "sections": 3,
        "gpa": 3.6203703703703702
      }
    ]
  },
  {
    "uid": "instructor_9c958bc3ba3759ec8d98d54b",
    "name": "AYAMI MORITA",
    "count": 44,
    "terms": [
      {
        "term": "1202",
        "count": 44,
        "sections": 2,
        "gpa": 3.6818181818181817
      }
    ]
  },
  {
    "uid": "instructor_5c8e05d60b850b297c3ee334",
    "name": "TAKEAKI OKAMOTO",
    "count": 42,
    "terms": [
      {
        "term": "1202",
        "count": 42,
        "sections": 2,
        "gpa": 3.7261904761904763
      }
    ]
  },
  {
    "uid": "instructor_ca6341ff4b742e6c0af15e56",
    "name": "MIYABI OZAWA",
    "count": 42,
    "terms": [
      {
        "term": "1202",
        "count": 42,
        "sections": 2,
        "gpa": 3.3452380952380953
      }
    ]
  },
  {
    "uid": "instructor_0a05d9e50b2e8395b5b10acf",
    "name": "ANJU KINOSHITA",
    "count": 40,
    "terms": [
      {
        "term": "1262",
        "count": 40,
        "sections": 2,
        "gpa": 3.525
      }
    ]
  },
  {
    "uid": "instructor_98f8d43490435ca069c11ab2",
    "name": "KAORI NISHIKINO",
    "count": 40,
    "terms": [
      {
        "term": "1202",
        "count": 40,
        "sections": 2,
        "gpa": 3.725
      }
    ]
  },
  {
    "uid": "instructor_aa41a013347c20cee00bdb86",
    "name": "MOMOKO ISHIKAWA",
    "count": 38,
    "terms": [
      {
        "term": "1212",
        "count": 38,
        "sections": 2,
        "gpa": 3.8157894736842106
      }
    ]
  },
  {
    "uid": "instructor_c662c648f516df1c76597f12",
    "name": "HARU NAKAGAWARA",
    "count": 38,
    "terms": [
      {
        "term": "1232",
        "count": 38,
        "sections": 2,
        "gpa": 3.6184210526315788
      }
    ]
  },
  {
    "uid": "instructor_dcc065c321d6f8f248979c0d",
    "name": "MITSUHIRO KONO",
    "count": 38,
    "terms": [
      {
        "term": "1222",
        "count": 38,
        "sections": 2,
        "gpa": 3.736842105263158
      }
    ]
  },
  {
    "uid": "instructor_bbccdfe2ed332fbecda04bf7",
    "name": "QIUYUE LU",
    "count": 37,
    "terms": [
      {
        "term": "1232",
        "count": 37,
        "sections": 2,
        "gpa": 3.581081081081081
      }
    ]
  },
  {
    "uid": "instructor_4dd843e442d3a6074192c6df",
    "name": "TAIGA IKEDO",
    "count": 36,
    "terms": [
      {
        "term": "1212",
        "count": 36,
        "sections": 2,
        "gpa": 3.8194444444444446
      }
    ]
  },
  {
    "uid": "instructor_6760554ccf99daffd3f9410c",
    "name": "EMRE MURAT BOZER",
    "count": 36,
    "terms": [
      {
        "term": "1222",
        "count": 36,
        "sections": 2,
        "gpa": 3.6666666666666665
      }
    ]
  },
  {
    "uid": "instructor_ac5e7f0225b302a67a8cc897",
    "name": "TOMOMI TERAMOTO",
    "count": 36,
    "terms": [
      {
        "term": "1262",
        "count": 36,
        "sections": 2,
        "gpa": 3.611111111111111
      }
    ]
  },
  {
    "uid": "instructor_345a1379532d188b7abab564",
    "name": "MIDORI IWAMOTO",
    "count": 35,
    "terms": [
      {
        "term": "1222",
        "count": 35,
        "sections": 2,
        "gpa": 3.6714285714285713
      }
    ]
  },
  {
    "uid": "instructor_94e82b5aac7b7f047a45e363",
    "name": "XIAOMEI SUN",
    "count": 35,
    "terms": [
      {
        "term": "1222",
        "count": 35,
        "sections": 2,
        "gpa": 3.6
      }
    ]
  },
  {
    "uid": "instructor_d8197cc7d04cd4c41ff1ee5d",
    "name": "ELIZABETH ROCK",
    "count": 35,
    "terms": [
      {
        "term": "1222",
        "count": 35,
        "sections": 2,
        "gpa": 3.5428571428571427
      }
    ]
  },
  {
    "uid": "instructor_1191bd27418ff8e7a4f626ae",
    "name": "AKARI KAWAMURA",
    "count": 33,
    "terms": [
      {
        "term": "1252",
        "count": 33,
        "sections": 2,
        "gpa": 3.4393939393939394
      }
    ]
  },
  {
    "uid": "instructor_6e4e9d58b46a6ac37331a636",
    "name": "SHIORI TSUTSUI",
    "count": 32,
    "terms": [
      {
        "term": "1242",
        "count": 32,
        "sections": 2,
        "gpa": 3.578125
      }
    ]
  },
  {
    "uid": "instructor_a1d5ed22c88cebf285ae634e",
    "name": "HIROKA SHIMOJI",
    "count": 31,
    "terms": [
      {
        "term": "1232",
        "count": 31,
        "sections": 2,
        "gpa": 3.774193548387097
      }
    ]
  },
  {
    "uid": "instructor_e350479f1ca6ffb3a6de0087",
    "name": "YUKI SAKOMURA",
    "count": 31,
    "terms": [
      {
        "term": "1212",
        "count": 31,
        "sections": 2,
        "gpa": 3.7419354838709675
      }
    ]
  },
  {
    "uid": "instructor_28f3c377ab606edfa19c3097",
    "name": "NATALIA EGOROVA",
    "count": 30,
    "terms": [
      {
        "term": "1212",
        "count": 30,
        "sections": 2,
        "gpa": 3.6166666666666667
      }
    ]
  },
  {
    "uid": "instructor_ca7bfccc99edb51206b3afa7",
    "name": "AVERY MORRISON",
    "count": 30,
    "terms": [
      {
        "term": "1242",
        "count": 30,
        "sections": 2,
        "gpa": 3.6333333333333333
      }
    ]
  },
  {
    "uid": "instructor_e197a2414387cef8209441c1",
    "name": "MINA YOSHIMURA",
    "count": 30,
    "terms": [
      {
        "term": "1242",
        "count": 30,
        "sections": 2,
        "gpa": 3.6333333333333333
      }
    ]
  }
]
```

## following

| code         | title                    |
| ------------ | ------------------------ |
| ASIALANG 104 | SECOND SEMESTER JAPANESE |

## projection

### target

1272

### interval

#### lower

3.32

#### upper

3.7

#### coverage

80

#### terms

4

### gpa

3.5121122029947607

### grades

| grade | percentage         |
| ----- | ------------------ |
| A     | 57.98106376861794  |
| AB    | 16.8197569422878   |
| B     | 11.766700937437708 |
| BC    | 5.539503842153694  |
| C     | 4.69703802482161   |
| D     | 1.8748774596563618 |
| F     | 1.3210590250248744 |

### source Terms

* 1262
* 1252
* 1242
* 1232
* 1222

### source Count

624

### same Season

true

### historical Range

* 3.433035714285715
* 3.6557377049180326

### backtest

#### terms

4

#### gpa Error

0.13445175989913571

#### mix Error

9.538181371915629
