# ITALIAN 101: First Semester Italian | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/ITALIAN_101)

## 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
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* 1204
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* 1194
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### term

1272

### departments

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

## course

### run id

20260907T155543-ce3781c4

### semester

1272

### observed at

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

### record version id

94483a0e8ef53af30410ce50550c3820af81f1fcc83dca31871245f951a11c2a

### course id

ITALIAN 101

### course uid

course\_f278c6cb0fd820b882318344

### catalog version id

e09f6e9dd891736570267676584d99fa62a4f01dde6a1cb3a80c70d895cbe3fd

### course number

101

### subjects

* ITALIAN

### title

FIRST SEMESTER ITALIAN

### description

Oral practice and conversation, grammar, reading, vocabulary building, and study of Italian cultures.

### requirements text

Not open to students with credit for ITALIAN 181

### credits min

4

### credits max

4

### credit offering ids

* 1272:508:010545

### llm job id

enrich-f516c4d3e82cfe326b4f5f54

### llm output id

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### llm model

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

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

FIRST SEMESTER ITALIAN covers oral practice, conversation, grammar, reading, vocabulary, and Italian cultures.

### llm topics

* Italian grammar
* Vocabulary building
* Italian cultures

### llm skills

* Oral practice and conversation
* Grammar, reading, and vocabulary building
* Study of Italian cultures

### llm assumed background

None recorded.

### llm search phrases

* introductory Italian course
* Italian language basics
* Italian culture and conversation

### llm requirements status

valid

### llm student summary status

valid

### llm experience status

valid

### catalog variants

None recorded.

### student summary

#### context hash

19a07093b8c5873763b34e7e718badd5c82420b1f3c69c6021fac7fa488f1733

#### course id

ITALIAN 101

#### current instructors

```json
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    "message": "No course-specific reviews available",
    "name": "Alessia Pari-Di-Monriva",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  },
  {
    "instructor_uid": "instructor_e1e3c2e65e685e041ec75b8c",
    "message": "No course-specific reviews available",
    "name": "Antonio Fideleo",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": [
      {
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            "term_id": "1262",
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        ],
        "text": "Recent recorded grades — Fall 2025: 4.00 GPA, 100.0% A/AB (n=24 letter grades). Includes jointly taught sections."
      }
    ]
  },
  {
    "instructor_uid": "instructor_19e1ceecc9bb753d43eef02d",
    "message": null,
    "name": "JESS Dubie",
    "review_status": "supported",
    "rmp_instructor_id": "rmp:3062991",
    "summary": [
      {
        "citations": [
          {
            "instructor_name": "Jess Dubie",
            "review_date": "2024-12-17 06:10:17 +0000 UTC",
            "review_id": "a39c2898b2ea3cfbf5ae7837",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:3062991",
            "source_review_id": "UmF0aW5nLTQwMzQwOTkz",
            "source_url": "https://www.ratemyprofessors.com/professor/3062991",
            "type": "review"
          },
          {
            "instructor_name": "Jess Dubie",
            "review_date": "2025-05-07 02:56:32 +0000 UTC",
            "review_id": "e5d8384009bd46c84db8cd18",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:3062991",
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            "source_url": "https://www.ratemyprofessors.com/professor/3062991",
            "type": "review"
          }
        ],
        "text": "Current instructor JESS Dubie is praised for making Italian easier to understand through simple, engaging lectures and significant extra effort to help students. Reviewers highlight her helpfulness inside and outside of class, describing her teaching as amazing and enjoyable."
      },
      {
        "citations": [
          {
            "course_id": "ITALIAN 101",
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        ],
        "text": "Recent recorded grades — Fall 2023: 3.60 GPA, 77.6% A/AB (n=49 letter grades); Fall 2024: 3.82 GPA, 89.5% A/AB (n=38 letter grades). Includes jointly taught sections."
      }
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  {
    "instructor_uid": "instructor_97b23f243dd72135eb7739d1",
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  {
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    "name": "Ozge Sahin",
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    "summary": [
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          {
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        ],
        "text": "Recent recorded grades — Fall 2021: 3.56 GPA, 70.6% A/AB (n=17 letter grades); Spring 2022: 3.42 GPA, 61.1% A/AB (n=18 letter grades); Spring 2023: 3.77 GPA, 81.8% A/AB (n=22 letter grades). Includes jointly taught sections."
      }
    ]
  }
]
```

#### difficulty workload

Reviewers rate the difficulty as low, noting that Dubie simplifies the material and makes the language easier to understand.

```json
{
  "citations": [
    {
      "instructor_name": "Jess Dubie",
      "review_date": "2024-12-17 06:10:17 +0000 UTC",
      "review_id": "a39c2898b2ea3cfbf5ae7837",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:3062991",
      "source_review_id": "UmF0aW5nLTQwMzQwOTkz",
      "source_url": "https://www.ratemyprofessors.com/professor/3062991",
      "type": "review"
    },
    {
      "instructor_name": "Jess Dubie",
      "review_date": "2025-05-07 02:56:32 +0000 UTC",
      "review_id": "e5d8384009bd46c84db8cd18",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:3062991",
      "source_review_id": "UmF0aW5nLTQxMTg4NzEy",
      "source_url": "https://www.ratemyprofessors.com/professor/3062991",
      "type": "review"
    }
  ]
}
```

#### errors

None recorded.

#### historical context

Historical reviews highlight Lauren Surovi, Irene Hatzopoulos, and Francesco Satta as clear, approachable, and supportive instructors who foster welcoming environments. Surovi and Hatzopoulos are praised for helpfulness and clear teaching, while Satta is noted for his native-speaker immersion and willingness to answer questions despite an initially intimidating style.

```json
{
  "citations": [
    {
      "instructor_name": "Lauren Surovi",
      "review_date": "2013-11-20 19:31:11 +0000 UTC",
      "review_id": "e097c610629812e4c67aa329",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1836760",
      "source_review_id": "UmF0aW5nLTIyMzU4OTgy",
      "source_url": "https://www.ratemyprofessors.com/professor/1836760",
      "type": "review"
    },
    {
      "instructor_name": "Irene Hatzopoulos",
      "review_date": "2013-12-27 20:35:13 +0000 UTC",
      "review_id": "7885ae399c4e4386a0741b1b",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1869345",
      "source_review_id": "UmF0aW5nLTIyNjY0MzMx",
      "source_url": "https://www.ratemyprofessors.com/professor/1869345",
      "type": "review"
    },
    {
      "instructor_name": "Lauren Surovi",
      "review_date": "2015-01-28 20:24:30 +0000 UTC",
      "review_id": "333c502878a6906375041cc6",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1836760",
      "source_review_id": "UmF0aW5nLTI0MzQxMjMz",
      "source_url": "https://www.ratemyprofessors.com/professor/1836760",
      "type": "review"
    },
    {
      "instructor_name": "Matteo Billeri",
      "review_date": "2015-11-18 16:30:47 +0000 UTC",
      "review_id": "e7957dd542b53b7d6acc5d36",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2068015",
      "source_review_id": "UmF0aW5nLTI1NDQzMjk3",
      "source_url": "https://www.ratemyprofessors.com/professor/2068015",
      "type": "review"
    },
    {
      "instructor_name": "Tiziana Serafini",
      "review_date": "2015-12-13 17:31:55 +0000 UTC",
      "review_id": "793ace881c985eae1fd88fc6",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1671455",
      "source_review_id": "UmF0aW5nLTI1NjcxOTk1",
      "source_url": "https://www.ratemyprofessors.com/professor/1671455",
      "type": "review"
    },
    {
      "instructor_name": "Irene Hatzopoulos",
      "review_date": "2018-12-12 00:18:28 +0000 UTC",
      "review_id": "75d265d08531d4809929d7c2",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1869345",
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      "type": "review"
    },
    {
      "instructor_name": "Lauren Surovi",
      "review_date": "2019-02-27 22:08:15 +0000 UTC",
      "review_id": "69433b87a867491230db9543",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1836760",
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      "source_url": "https://www.ratemyprofessors.com/professor/1836760",
      "type": "review"
    },
    {
      "instructor_name": "Francesco Satta",
      "review_date": "2023-12-15 00:12:02 +0000 UTC",
      "review_id": "955e72e388d5ee536841668d",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2968419",
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      "source_url": "https://www.ratemyprofessors.com/professor/2968419",
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    },
    {
      "instructor_name": "Patrizia De Luca",
      "review_date": "2024-10-25 20:41:23 +0000 UTC",
      "review_id": "112400fcc2689774650ef5d8",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:3038271",
      "source_review_id": "UmF0aW5nLTM5ODU1NTMx",
      "source_url": "https://www.ratemyprofessors.com/professor/3038271",
      "type": "review"
    },
    {
      "instructor_name": "Francesco Satta",
      "review_date": "2024-12-20 17:22:28 +0000 UTC",
      "review_id": "134fb668af78dd6a8a5db793",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2968419",
      "source_review_id": "UmF0aW5nLTQwMzk3Mzk4",
      "source_url": "https://www.ratemyprofessors.com/professor/2968419",
      "type": "review"
    }
  ]
}
```

#### offered

true

#### profile hash

e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1

#### quick take

Jess Dubie is an amazing teacher who makes learning Italian easy and enjoyable through simple, engaging lectures and significant extra effort to help students.

```json
{
  "citations": [
    {
      "instructor_name": "Jess Dubie",
      "review_date": "2024-12-17 06:10:17 +0000 UTC",
      "review_id": "a39c2898b2ea3cfbf5ae7837",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:3062991",
      "source_review_id": "UmF0aW5nLTQwMzQwOTkz",
      "source_url": "https://www.ratemyprofessors.com/professor/3062991",
      "type": "review"
    },
    {
      "instructor_name": "Jess Dubie",
      "review_date": "2025-05-07 02:56:32 +0000 UTC",
      "review_id": "e5d8384009bd46c84db8cd18",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:3062991",
      "source_review_id": "UmF0aW5nLTQxMTg4NzEy",
      "source_url": "https://www.ratemyprofessors.com/professor/3062991",
      "type": "review"
    }
  ]
}
```

Recent recorded grades — Spring 2025: 3.89 GPA, 97.9% A/AB (n=48 letter grades); Fall 2025: 3.86 GPA, 92.5% A/AB (n=106 letter grades); Spring 2026: 3.69 GPA, 86.1% A/AB (n=36 letter grades).

```json
{
  "citations": [
    {
      "course_id": "ITALIAN 101",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
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        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1264",
      "type": "grade"
    }
  ]
}
```

#### student experience

Students find the lectures focused and enjoyable, praising Dubie for being helpful inside and outside of class.

```json
{
  "citations": [
    {
      "instructor_name": "Jess Dubie",
      "review_date": "2024-12-17 06:10:17 +0000 UTC",
      "review_id": "a39c2898b2ea3cfbf5ae7837",
      "run_id": "20260907T155543-ce3781c4",
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    {
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      "source_url": "https://www.ratemyprofessors.com/professor/3062991",
      "type": "review"
    }
  ]
}
```

#### task hash

74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68

#### teaching history

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

```json
{
  "citations": [
    {
      "course_id": "ITALIAN 101",
      "run_id": "20260907T155543-ce3781c4",
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        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1262",
      "type": "grade"
    }
  ]
}
```

FRANCESCO SATTA is recorded teaching in Fall 2023, Spring 2024, Fall 2024. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ITALIAN 101",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 5,
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      "source_record": {
        "entity_id": "afd9b1c1-6a02-3de6-a1ca-feeb9bc793e5",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1242",
      "type": "grade"
    },
    {
      "course_id": "ITALIAN 101",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 4,
      "source_course_id": "afd9b1c1-6a02-3de6-a1ca-feeb9bc793e5",
      "source_record": {
        "entity_id": "afd9b1c1-6a02-3de6-a1ca-feeb9bc793e5",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1244",
      "type": "grade"
    },
    {
      "course_id": "ITALIAN 101",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 5,
      "source_course_id": "afd9b1c1-6a02-3de6-a1ca-feeb9bc793e5",
      "source_record": {
        "entity_id": "afd9b1c1-6a02-3de6-a1ca-feeb9bc793e5",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1252",
      "type": "grade"
    }
  ]
}
```

IRENE HATZOPOULOS is recorded teaching in Fall 2013, Spring 2014, Fall 2016, Fall 2017, Fall 2018, Spring 2019, Fall 2020. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ITALIAN 101",
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1142",
      "type": "grade"
    },
    {
      "course_id": "ITALIAN 101",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 3,
      "source_course_id": "afd9b1c1-6a02-3de6-a1ca-feeb9bc793e5",
      "source_record": {
        "entity_id": "afd9b1c1-6a02-3de6-a1ca-feeb9bc793e5",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1144",
      "type": "grade"
    },
    {
      "course_id": "ITALIAN 101",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 3,
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        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1172",
      "type": "grade"
    },
    {
      "course_id": "ITALIAN 101",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
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    {
      "course_id": "ITALIAN 101",
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      "section_number": 3,
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      "table": "section_grades_latest",
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    {
      "course_id": "ITALIAN 101",
      "run_id": "20260907T155543-ce3781c4",
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    {
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      "section_number": 1,
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      },
      "table": "section_grades_latest",
      "term_id": "1194",
      "type": "grade"
    },
    {
      "course_id": "ITALIAN 101",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "afd9b1c1-6a02-3de6-a1ca-feeb9bc793e5",
      "source_record": {
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        "source": "madgrades"
      },
      "table": "section_grades_latest",
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    },
    {
      "course_id": "ITALIAN 101",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 5,
      "source_course_id": "afd9b1c1-6a02-3de6-a1ca-feeb9bc793e5",
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1212",
      "type": "grade"
    }
  ]
}
```

JESS DUBIE is recorded teaching in Fall 2023, Fall 2024. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ITALIAN 101",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 4,
      "source_course_id": "afd9b1c1-6a02-3de6-a1ca-feeb9bc793e5",
      "source_record": {
        "entity_id": "afd9b1c1-6a02-3de6-a1ca-feeb9bc793e5",
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        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1242",
      "type": "grade"
    },
    {
      "course_id": "ITALIAN 101",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 7,
      "source_course_id": "afd9b1c1-6a02-3de6-a1ca-feeb9bc793e5",
      "source_record": {
        "entity_id": "afd9b1c1-6a02-3de6-a1ca-feeb9bc793e5",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1242",
      "type": "grade"
    },
    {
      "course_id": "ITALIAN 101",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 3,
      "source_course_id": "afd9b1c1-6a02-3de6-a1ca-feeb9bc793e5",
      "source_record": {
        "entity_id": "afd9b1c1-6a02-3de6-a1ca-feeb9bc793e5",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1252",
      "type": "grade"
    },
    {
      "course_id": "ITALIAN 101",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 4,
      "source_course_id": "afd9b1c1-6a02-3de6-a1ca-feeb9bc793e5",
      "source_record": {
        "entity_id": "afd9b1c1-6a02-3de6-a1ca-feeb9bc793e5",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1252",
      "type": "grade"
    }
  ]
}
```

LAUREN SUROVI is recorded teaching in Fall 2013, Spring 2014, Fall 2014, Spring 2015, Fall 2018. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ITALIAN 101",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 6,
      "source_course_id": "afd9b1c1-6a02-3de6-a1ca-feeb9bc793e5",
      "source_record": {
        "entity_id": "afd9b1c1-6a02-3de6-a1ca-feeb9bc793e5",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1142",
      "type": "grade"
    },
    {
      "course_id": "ITALIAN 101",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 7,
      "source_course_id": "afd9b1c1-6a02-3de6-a1ca-feeb9bc793e5",
      "source_record": {
        "entity_id": "afd9b1c1-6a02-3de6-a1ca-feeb9bc793e5",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1144",
      "type": "grade"
    },
    {
      "course_id": "ITALIAN 101",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 6,
      "source_course_id": "afd9b1c1-6a02-3de6-a1ca-feeb9bc793e5",
      "source_record": {
        "entity_id": "afd9b1c1-6a02-3de6-a1ca-feeb9bc793e5",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1152",
      "type": "grade"
    },
    {
      "course_id": "ITALIAN 101",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 3,
      "source_course_id": "afd9b1c1-6a02-3de6-a1ca-feeb9bc793e5",
      "source_record": {
        "entity_id": "afd9b1c1-6a02-3de6-a1ca-feeb9bc793e5",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1154",
      "type": "grade"
    },
    {
      "course_id": "ITALIAN 101",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 11,
      "source_course_id": "afd9b1c1-6a02-3de6-a1ca-feeb9bc793e5",
      "source_record": {
        "entity_id": "afd9b1c1-6a02-3de6-a1ca-feeb9bc793e5",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1192",
      "type": "grade"
    }
  ]
}
```

MATTEO BILLERI is recorded teaching in Fall 2012, Spring 2013, Fall 2013, Spring 2014. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ITALIAN 101",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 9,
      "source_course_id": "afd9b1c1-6a02-3de6-a1ca-feeb9bc793e5",
      "source_record": {
        "entity_id": "afd9b1c1-6a02-3de6-a1ca-feeb9bc793e5",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1132",
      "type": "grade"
    },
    {
      "course_id": "ITALIAN 101",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 4,
      "source_course_id": "afd9b1c1-6a02-3de6-a1ca-feeb9bc793e5",
      "source_record": {
        "entity_id": "afd9b1c1-6a02-3de6-a1ca-feeb9bc793e5",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1134",
      "type": "grade"
    },
    {
      "course_id": "ITALIAN 101",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 8,
      "source_course_id": "afd9b1c1-6a02-3de6-a1ca-feeb9bc793e5",
      "source_record": {
        "entity_id": "afd9b1c1-6a02-3de6-a1ca-feeb9bc793e5",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1142",
      "type": "grade"
    },
    {
      "course_id": "ITALIAN 101",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 5,
      "source_course_id": "afd9b1c1-6a02-3de6-a1ca-feeb9bc793e5",
      "source_record": {
        "entity_id": "afd9b1c1-6a02-3de6-a1ca-feeb9bc793e5",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1144",
      "type": "grade"
    }
  ]
}
```

OZGE SAHIN is recorded teaching in Fall 2021, Spring 2022, Spring 2023. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ITALIAN 101",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 4,
      "source_course_id": "afd9b1c1-6a02-3de6-a1ca-feeb9bc793e5",
      "source_record": {
        "entity_id": "afd9b1c1-6a02-3de6-a1ca-feeb9bc793e5",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1222",
      "type": "grade"
    },
    {
      "course_id": "ITALIAN 101",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 3,
      "source_course_id": "afd9b1c1-6a02-3de6-a1ca-feeb9bc793e5",
      "source_record": {
        "entity_id": "afd9b1c1-6a02-3de6-a1ca-feeb9bc793e5",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1224",
      "type": "grade"
    },
    {
      "course_id": "ITALIAN 101",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 4,
      "source_course_id": "afd9b1c1-6a02-3de6-a1ca-feeb9bc793e5",
      "source_record": {
        "entity_id": "afd9b1c1-6a02-3de6-a1ca-feeb9bc793e5",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1234",
      "type": "grade"
    }
  ]
}
```

PATRIZIA DE LUCA is recorded teaching in Fall 2023, Spring 2024, Fall 2024. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ITALIAN 101",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 3,
      "source_course_id": "afd9b1c1-6a02-3de6-a1ca-feeb9bc793e5",
      "source_record": {
        "entity_id": "afd9b1c1-6a02-3de6-a1ca-feeb9bc793e5",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1242",
      "type": "grade"
    },
    {
      "course_id": "ITALIAN 101",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 3,
      "source_course_id": "afd9b1c1-6a02-3de6-a1ca-feeb9bc793e5",
      "source_record": {
        "entity_id": "afd9b1c1-6a02-3de6-a1ca-feeb9bc793e5",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1244",
      "type": "grade"
    },
    {
      "course_id": "ITALIAN 101",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "afd9b1c1-6a02-3de6-a1ca-feeb9bc793e5",
      "source_record": {
        "entity_id": "afd9b1c1-6a02-3de6-a1ca-feeb9bc793e5",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1252",
      "type": "grade"
    },
    {
      "course_id": "ITALIAN 101",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 7,
      "source_course_id": "afd9b1c1-6a02-3de6-a1ca-feeb9bc793e5",
      "source_record": {
        "entity_id": "afd9b1c1-6a02-3de6-a1ca-feeb9bc793e5",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1252",
      "type": "grade"
    }
  ]
}
```

TIZIANA SERAFINI is recorded teaching in Fall 2010, Spring 2015, Fall 2015. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ITALIAN 101",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 7,
      "source_course_id": "afd9b1c1-6a02-3de6-a1ca-feeb9bc793e5",
      "source_record": {
        "entity_id": "afd9b1c1-6a02-3de6-a1ca-feeb9bc793e5",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1112",
      "type": "grade"
    },
    {
      "course_id": "ITALIAN 101",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 9,
      "source_course_id": "afd9b1c1-6a02-3de6-a1ca-feeb9bc793e5",
      "source_record": {
        "entity_id": "afd9b1c1-6a02-3de6-a1ca-feeb9bc793e5",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1154",
      "type": "grade"
    },
    {
      "course_id": "ITALIAN 101",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 9,
      "source_course_id": "afd9b1c1-6a02-3de6-a1ca-feeb9bc793e5",
      "source_record": {
        "entity_id": "afd9b1c1-6a02-3de6-a1ca-feeb9bc793e5",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1162",
      "type": "grade"
    }
  ]
}
```

#### term id

1272

#### term name

2026 Fall

#### version

2

### requirements

#### nodes

```json
[
  {
    "children": [
      "n1"
    ],
    "condition": null,
    "course": null,
    "evidence": "Not open to students with credit for ITALIAN 181",
    "id": "n0",
    "kind": "not"
  },
  {
    "children": [],
    "condition": "credit for ITALIAN 181",
    "course": null,
    "evidence": "credit for ITALIAN 181",
    "id": "n1",
    "kind": "condition"
  }
]
```

#### notes

None recorded.

#### root

n0

#### status

parsed

### instructors

```json
[
  {
    "instructor_uid": "instructor_c257c3bafdba8d6a56f885eb",
    "source": "enrollment",
    "source_instructor_id": "paridimonriv",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Alessia Pari-Di-Monriva",
    "email": "PARIDIMONRIV@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/ALESSIA_PARI-DI-MONRIVA"
  },
  {
    "instructor_uid": "instructor_e1e3c2e65e685e041ec75b8c",
    "source": "enrollment",
    "source_instructor_id": "fideleo",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Antonio Fideleo",
    "email": "FIDELEO@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/ANTONIO_FIDELEO"
  },
  {
    "instructor_uid": "instructor_19e1ceecc9bb753d43eef02d",
    "source": "enrollment",
    "source_instructor_id": "dubie2",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "JESS Dubie",
    "email": "DUBIE2@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": 2,
      "quality": 5,
      "difficulty": 1.5,
      "quality_count": 2,
      "difficulty_count": 2,
      "profile_id": "rmp:3062991",
      "source_url": "https://www.ratemyprofessors.com/professor/3062991",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:32:59.032841+00:00",
      "courses": {
        "course_f278c6cb0fd820b882318344": {
          "review_count": 2,
          "quality": 5,
          "difficulty": 1.5,
          "quality_count": 2,
          "difficulty_count": 2
        }
      },
      "bayesian_quality": 3.781532530496905,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/JESS_DUBIE"
  },
  {
    "instructor_uid": "instructor_97b23f243dd72135eb7739d1",
    "source": "enrollment",
    "source_instructor_id": "dottor",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Matthew Dottor",
    "email": "DOTTOR@WISC.EDU",
    "first_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "instructor_url": "/instructors/MATTHEW_DOTTOR"
  },
  {
    "instructor_uid": "instructor_6f5df6d23a8b8c82f055e4d2",
    "source": "enrollment",
    "source_instructor_id": "osahin4",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Ozge Sahin",
    "email": "OSAHIN4@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/OZGE_SAHIN"
  }
]
```

### offerings

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "offering_id": "1272:508:010545",
    "course_id": "ITALIAN 101",
    "course_uid": "course_f278c6cb0fd820b882318344",
    "term_id": "1272",
    "source_course_id": "010545",
    "source_subject_id": "508",
    "title": "First Semester Italian",
    "credits_min": 4,
    "credits_max": 4,
    "typically_offered": "Fall, Spring, Summer"
  }
]
```

### sections

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:36356",
    "term_id": "1272",
    "source_section_id": "36356",
    "identity_basis": "class_number",
    "section_number": "001",
    "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:1272:36357",
    "term_id": "1272",
    "source_section_id": "36357",
    "identity_basis": "class_number",
    "section_number": "002",
    "section_type": "LEC",
    "instruction_mode": "Classroom Instruction",
    "capacity": 26,
    "enrolled": 25,
    "waitlisted": 1,
    "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:1272:36358",
    "term_id": "1272",
    "source_section_id": "36358",
    "identity_basis": "class_number",
    "section_number": "003",
    "section_type": "LEC",
    "instruction_mode": "Classroom Instruction",
    "capacity": 26,
    "enrolled": 23,
    "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:1272:36359",
    "term_id": "1272",
    "source_section_id": "36359",
    "identity_basis": "class_number",
    "section_number": "004",
    "section_type": "LEC",
    "instruction_mode": "Classroom Instruction",
    "capacity": 26,
    "enrolled": 26,
    "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:1272:36361",
    "term_id": "1272",
    "source_section_id": "36361",
    "identity_basis": "class_number",
    "section_number": "006",
    "section_type": "LEC",
    "instruction_mode": "Classroom Instruction",
    "capacity": 26,
    "enrolled": 22,
    "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:1272:37562",
    "term_id": "1272",
    "source_section_id": "37562",
    "identity_basis": "class_number",
    "section_number": "007",
    "section_type": "LEC",
    "instruction_mode": "Classroom Instruction",
    "capacity": 6,
    "enrolled": 6,
    "waitlisted": 1,
    "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_2c33397566b9a8a16742825b",
    "source": "madgrades",
    "source_instructor_id": "4163024",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "BEATRICE PATARACCHIA",
    "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": 3.5,
      "graded": 18,
      "counts": [
        5,
        8,
        5,
        0,
        0,
        0,
        0
      ],
      "sections": 1
    },
    "instructor_url": "/instructors/BEATRICE_PATARACCHIA"
  },
  {
    "instructor_uid": "instructor_2fb33ae3b5aeab9a546ce6f5",
    "source": "madgrades",
    "source_instructor_id": "3978109",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "NICOLE LINDENSTEIN",
    "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": 3.617,
      "graded": 183,
      "counts": [
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        41,
        24,
        9,
        4,
        0,
        1
      ],
      "sections": 9
    },
    "instructor_url": "/instructors/NICOLE_LINDENSTEIN--instructor_2fb33ae3b5aeab9a546ce6f5"
  },
  {
    "instructor_uid": "instructor_3d0d220032aa7c96e77b2152",
    "source": "madgrades",
    "source_instructor_id": "933965",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "RENATA GRILLI",
    "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": 3.603,
      "graded": 116,
      "counts": [
        64,
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        17,
        6,
        2,
        1,
        0
      ],
      "sections": 6
    },
    "instructor_url": "/instructors/RENATA_GRILLI"
  },
  {
    "instructor_uid": "instructor_40aa5e1656b3e85d2f4fcacf",
    "source": "madgrades",
    "source_instructor_id": "3812404",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "CLAUDIA ROMANELLI",
    "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": 3.329,
      "graded": 85,
      "counts": [
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        20,
        5,
        4,
        1,
        1
      ],
      "sections": 5
    },
    "instructor_url": "/instructors/CLAUDIA_ROMANELLI"
  },
  {
    "instructor_uid": "instructor_509d839ddfcdd6801a53cb56",
    "source": "madgrades",
    "source_instructor_id": "3769206",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "KATHLEEN MARIE PRANTIL",
    "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": 3.441,
      "graded": 230,
      "counts": [
        90,
        69,
        45,
        14,
        9,
        2,
        1
      ],
      "sections": 12
    },
    "instructor_url": "/instructors/KATHLEEN_MARIE_PRANTIL"
  },
  {
    "instructor_uid": "instructor_68350be5124c7802f62dfac0",
    "source": "madgrades",
    "source_instructor_id": "189743",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "GIOVANNA MICELI JEFFRIES",
    "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": 3.394,
      "graded": 189,
      "counts": [
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        8,
        12,
        2,
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      ],
      "sections": 13
    },
    "instructor_url": "/instructors/GIOVANNA_MICELI_JEFFRIES"
  },
  {
    "instructor_uid": "instructor_6e3100f5ee0f7d9f30c1a8a6",
    "source": "madgrades",
    "source_instructor_id": "3374995",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "JOHN ANDREW ADAMIC",
    "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": 3.771,
      "graded": 24,
      "counts": [
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        2,
        0,
        1,
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      ],
      "sections": 1
    },
    "instructor_url": "/instructors/JOHN_ANDREW_ADAMIC"
  },
  {
    "instructor_uid": "instructor_6ee6ff55e7ee2533b671ef32",
    "source": "madgrades",
    "source_instructor_id": "4147267",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "RACHAEL JOHNSON",
    "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": 3.664,
      "graded": 76,
      "counts": [
        41,
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        12,
        2,
        0,
        0,
        0
      ],
      "sections": 4
    },
    "instructor_url": "/instructors/RACHAEL_JOHNSON"
  },
  {
    "instructor_uid": "instructor_7501926f5d9ed917756b89f8",
    "source": "madgrades",
    "source_instructor_id": "3350740",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "MARISTELLA CANTINI-MALTERER",
    "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": 3.208,
      "graded": 125,
      "counts": [
        51,
        25,
        20,
        15,
        5,
        2,
        7
      ],
      "sections": 7
    },
    "instructor_url": "/instructors/MARISTELLA_CANTINI-MALTERER"
  },
  {
    "instructor_uid": "instructor_7ff6faa8cc41cff1086567bd",
    "source": "madgrades",
    "source_instructor_id": "3811112",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "CHIARA DE SANTI",
    "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": 3.554,
      "graded": 93,
      "counts": [
        49,
        20,
        20,
        1,
        0,
        2,
        1
      ],
      "sections": 5
    },
    "instructor_url": "/instructors/CHIARA_DE_SANTI--instructor_7ff6faa8cc41cff1086567bd"
  },
  {
    "instructor_uid": "instructor_ecd55b736e2eb0ce1e394364",
    "source": "madgrades",
    "source_instructor_id": "3979887",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "LOREN EADIE",
    "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": 2,
      "quality_count": 2,
      "difficulty_count": 2,
      "profile_id": "rmp:3060156",
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    "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/OZGE_SAHIN"
  },
  {
    "instructor_uid": "instructor_97b23f243dd72135eb7739d1",
    "source": "enrollment",
    "source_instructor_id": "dottor",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Matthew Dottor",
    "email": "DOTTOR@WISC.EDU",
    "first_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "instructor_url": "/instructors/MATTHEW_DOTTOR"
  },
  {
    "instructor_uid": "instructor_c257c3bafdba8d6a56f885eb",
    "source": "enrollment",
    "source_instructor_id": "paridimonriv",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Alessia Pari-Di-Monriva",
    "email": "PARIDIMONRIV@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/ALESSIA_PARI-DI-MONRIVA"
  },
  {
    "instructor_uid": "instructor_e1e3c2e65e685e041ec75b8c",
    "source": "enrollment",
    "source_instructor_id": "fideleo",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Antonio Fideleo",
    "email": "FIDELEO@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/ANTONIO_FIDELEO"
  }
]
```

### grades

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ITALIAN 101",
    "course_uid": "course_f278c6cb0fd820b882318344",
    "term_id": "1072",
    "term_name": "Fall 2006",
    "instructors": [
      "BEATRICE PATARACCHIA",
      "CHIARA DE SANTI",
      "CLAUDIA ROMANELLI",
      "DAVIS CIOTOLA",
      "GIOVANNA MICELI JEFFRIES",
      "JOHN ANDREW ADAMIC",
      "KATHLEEN MARIE PRANTIL",
      "Loren Eadie",
      "M LORRAINE RONDON",
      "MARISTELLA CANTINI-MALTERER",
      "Michael Johnson",
      "NICOLE LINDENSTEIN",
      "RENATA GRILLI"
    ],
    "a": 115,
    "ab": 68,
    "b": 56,
    "bc": 16,
    "c": 8,
    "d": 2,
    "f": 2,
    "satisfactory": 4,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 271,
    "source_aliases": [
      "ITALIAN 101"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ITALIAN 101",
    "course_uid": "course_f278c6cb0fd820b882318344",
    "term_id": "1074",
    "term_name": "Spring 2007",
    "instructors": [
      "CHIARA DE SANTI",
      "CLAUDIA ROMANELLI",
      "DAVIS CIOTOLA",
      "KATHLEEN MARIE PRANTIL",
      "Loren Eadie",
      "Michael Johnson",
      "NICOLE LINDENSTEIN"
    ],
    "a": 63,
    "ab": 39,
    "b": 28,
    "bc": 9,
    "c": 5,
    "d": 1,
    "f": 2,
    "satisfactory": 3,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 150,
    "source_aliases": [
      "ITALIAN 101"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ITALIAN 101",
    "course_uid": "course_f278c6cb0fd820b882318344",
    "term_id": "1082",
    "term_name": "Fall 2007",
    "instructors": [
      "CHRISTINA PETRAGLIA",
      "DANIELA RATTI SPONSELLER",
      "DANIELE FIORETTI",
      "DAVIS CIOTOLA",
      "EUGENIA MAZZA",
      "GINA MARIE BALDONI",
      "GIUSEPPINA DI FILIPPO",
      "M LORRAINE RONDON",
      "MANUELA FRANCAVILLA",
      "MARIA GIULIA CARONE",
      "NICOLE LINDENSTEIN",
      "RENATA GRILLI"
    ],
    "a": 137,
    "ab": 74,
    "b": 49,
    "bc": 13,
    "c": 6,
    "d": 3,
    "f": 3,
    "satisfactory": 1,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 1,
    "other": 0,
    "total": 287,
    "source_aliases": [
      "ITALIAN 101"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ITALIAN 101",
    "course_uid": "course_f278c6cb0fd820b882318344",
    "term_id": "1084",
    "term_name": "Spring 2008",
    "instructors": [
      "ALICE CATHERINE ASTARITA",
      "BARBARA BIRD",
      "DANIELE FIORETTI",
      "ELISA GABBRIELLI",
      "MANUELA FRANCAVILLA",
      "MARISTELLA CANTINI-MALTERER",
      "Melody Niwot",
      "NICOLE LINDENSTEIN"
    ],
    "a": 96,
    "ab": 20,
    "b": 21,
    "bc": 7,
    "c": 3,
    "d": 1,
    "f": 2,
    "satisfactory": 1,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 1,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 152,
    "source_aliases": [
      "ITALIAN 101"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ITALIAN 101",
    "course_uid": "course_f278c6cb0fd820b882318344",
    "term_id": "1092",
    "term_name": "Fall 2008",
    "instructors": [
      "ALESHA BRYANT",
      "ARIA CABOT",
      "CHRISTINA PETRAGLIA",
      "DANIELA BUSCIGLIO",
      "DAVIS CIOTOLA",
      "ELENA BENDER",
      "MANUELA FRANCAVILLA",
      "Michael Johnson",
      "NICOLE LINDENSTEIN",
      "PAOLA VILLA",
      "RENATA GRILLI",
      "ROBERTO VEZZANI"
    ],
    "a": 94,
    "ab": 64,
    "b": 52,
    "bc": 12,
    "c": 6,
    "d": 1,
    "f": 0,
    "satisfactory": 2,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 1,
    "other": 0,
    "total": 232,
    "source_aliases": [
      "ITALIAN 101"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ITALIAN 101",
    "course_uid": "course_f278c6cb0fd820b882318344",
    "term_id": "1094",
    "term_name": "Spring 2009",
    "instructors": [
      "ALESHA BRYANT",
      "ARIA CABOT",
      "CLAUDIA ROMANELLI",
      "DANIELA BUSCIGLIO",
      "Michael Johnson",
      "NICOLE LINDENSTEIN",
      "PAOLA VILLA"
    ],
    "a": 69,
    "ab": 32,
    "b": 17,
    "bc": 3,
    "c": 1,
    "d": 0,
    "f": 2,
    "satisfactory": 8,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 132,
    "source_aliases": [
      "ITALIAN 101"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ITALIAN 101",
    "course_uid": "course_f278c6cb0fd820b882318344",
    "term_id": "1102",
    "term_name": "Fall 2009",
    "instructors": [
      "ANNA ROCKWELL",
      "BRIAN JORDAN",
      "CHRISTINA CAPPY",
      "DANIELA BUSCIGLIO",
      "HALVARD MIDELFORT",
      "KATHLEEN MARIE PRANTIL",
      "LAUREN PUGH",
      "MARCOGILDO LETTIERI",
      "MARISTELLA CANTINI-MALTERER",
      "TODD PORTNOWITZ"
    ],
    "a": 118,
    "ab": 72,
    "b": 47,
    "bc": 18,
    "c": 5,
    "d": 2,
    "f": 4,
    "satisfactory": 3,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 269,
    "source_aliases": [
      "ITALIAN 101"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ITALIAN 101",
    "course_uid": "course_f278c6cb0fd820b882318344",
    "term_id": "1104",
    "term_name": "Spring 2010",
    "instructors": [
      "ANNA ROCKWELL",
      "DANIELA BUSCIGLIO",
      "HALVARD MIDELFORT",
      "KATHLEEN MARIE PRANTIL",
      "MARTHA ANN GOODGE",
      "ROBERTO RISSO",
      "TODD PORTNOWITZ"
    ],
    "a": 56,
    "ab": 28,
    "b": 19,
    "bc": 5,
    "c": 3,
    "d": 0,
    "f": 3,
    "satisfactory": 2,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 116,
    "source_aliases": [
      "ITALIAN 101"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ITALIAN 101",
    "course_uid": "course_f278c6cb0fd820b882318344",
    "term_id": "1112",
    "term_name": "Fall 2010",
    "instructors": [
      "ANNA ROCKWELL",
      "CHARLES INDAHL",
      "DANIELA BUSCIGLIO",
      "DAVIS CIOTOLA",
      "ELENA BENDER",
      "ELISA CAMARATA",
      "MARIA AIELLO",
      "MARTHA ANN GOODGE",
      "SARA MATTAVELLI",
      "TIZIANA SERAFINI"
    ],
    "a": 125,
    "ab": 65,
    "b": 27,
    "bc": 11,
    "c": 7,
    "d": 1,
    "f": 2,
    "satisfactory": 1,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 1,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 240,
    "source_aliases": [
      "ITALIAN 101"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ITALIAN 101",
    "course_uid": "course_f278c6cb0fd820b882318344",
    "term_id": "1114",
    "term_name": "Spring 2011",
    "instructors": [
      "ANNA ROCKWELL",
      "CHARLES INDAHL",
      "DAVIS CIOTOLA",
      "ELISA CAMARATA",
      "MARIA AIELLO",
      "MARTHA ANN GOODGE"
    ],
    "a": 101,
    "ab": 21,
    "b": 10,
    "bc": 8,
    "c": 1,
    "d": 0,
    "f": 2,
    "satisfactory": 3,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 1,
    "other": 1,
    "total": 148,
    "source_aliases": [
      "ITALIAN 101"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ITALIAN 101",
    "course_uid": "course_f278c6cb0fd820b882318344",
    "term_id": "1122",
    "term_name": "Fall 2011",
    "instructors": [
      "ARIA CABOT",
      "CARLA BRISCOE",
      "DANIELE FORLINO",
      "DAVIS CIOTOLA",
      "ELEONORA LIMA",
      "LUCA CILIBRASI",
      "LUISA GREGORI",
      "Loren Eadie",
      "MARIA AIELLO",
      "SARA PARIS",
      "SHENGLAN ZHU",
      "WHITNEY STOKER"
    ],
    "a": 146,
    "ab": 74,
    "b": 28,
    "bc": 13,
    "c": 5,
    "d": 1,
    "f": 1,
    "satisfactory": 3,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 271,
    "source_aliases": [
      "ITALIAN 101"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ITALIAN 101",
    "course_uid": "course_f278c6cb0fd820b882318344",
    "term_id": "1124",
    "term_name": "Spring 2012",
    "instructors": [
      "ANDREA TRAVERSI",
      "DAVIS CIOTOLA",
      "ELEONORA LIMA",
      "GIUSEPPINA DI FILIPPO",
      "Loren Eadie",
      "SHENGLAN ZHU",
      "TERRANCE MINTNER",
      "WHITNEY STOKER"
    ],
    "a": 62,
    "ab": 38,
    "b": 24,
    "bc": 18,
    "c": 7,
    "d": 3,
    "f": 2,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 154,
    "source_aliases": [
      "ITALIAN 101"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ITALIAN 101",
    "course_uid": "course_f278c6cb0fd820b882318344",
    "term_id": "1132",
    "term_name": "Fall 2012",
    "instructors": [
      "ANNALISA CASCIANI",
      "ELENA BENDER",
      "LUISA GREGORI",
      "Loren Eadie",
      "MATTEO BILLERI",
      "MATTHEW STRAUB",
      "MILENA BERNARDINELLO",
      "SHENGLAN ZHU",
      "WHITNEY STOKER"
    ],
    "a": 97,
    "ab": 53,
    "b": 27,
    "bc": 8,
    "c": 3,
    "d": 2,
    "f": 0,
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    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 193,
    "source_aliases": [
      "ITALIAN 101"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ITALIAN 101",
    "course_uid": "course_f278c6cb0fd820b882318344",
    "term_id": "1134",
    "term_name": "Spring 2013",
    "instructors": [
      "ANNALISA CASCIANI",
      "LUISA GREGORI",
      "MATTEO BILLERI",
      "MATTHEW STRAUB",
      "MILENA BERNARDINELLO",
      "SHENGLAN ZHU"
    ],
    "a": 48,
    "ab": 29,
    "b": 12,
    "bc": 8,
    "c": 2,
    "d": 0,
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    "satisfactory": 2,
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    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 1,
    "no_work": 0,
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    "total": 105,
    "source_aliases": [
      "ITALIAN 101"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ITALIAN 101",
    "course_uid": "course_f278c6cb0fd820b882318344",
    "term_id": "1142",
    "term_name": "Fall 2013",
    "instructors": [
      "ANNA ROCKWELL",
      "CORIE MARSHALL",
      "Caitlin Schaer",
      "IRENE HATZOPOULOS",
      "LAUREN SUROVI",
      "MARIA GIULIA CARONE",
      "MATTEO BILLERI",
      "ROBERTO RISSO",
      "Rommel Jimenez",
      "SHENGLAN ZHU"
    ],
    "a": 108,
    "ab": 65,
    "b": 22,
    "bc": 6,
    "c": 7,
    "d": 3,
    "f": 2,
    "satisfactory": 3,
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    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 1,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 217,
    "source_aliases": [
      "ITALIAN 101"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ITALIAN 101",
    "course_uid": "course_f278c6cb0fd820b882318344",
    "term_id": "1144",
    "term_name": "Spring 2014",
    "instructors": [
      "CHARLES INDAHL",
      "CORIE MARSHALL",
      "Caitlin Schaer",
      "IRENE HATZOPOULOS",
      "KRISTIN PHILLIPS COURT",
      "LAUREN SUROVI",
      "MATTEO BILLERI"
    ],
    "a": 64,
    "ab": 23,
    "b": 14,
    "bc": 3,
    "c": 4,
    "d": 1,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
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    "other": 0,
    "total": 109,
    "source_aliases": [
      "ITALIAN 101"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ITALIAN 101",
    "course_uid": "course_f278c6cb0fd820b882318344",
    "term_id": "1152",
    "term_name": "Fall 2014",
    "instructors": [
      "ANIELLO DI IORIO",
      "CHRISTPOHER D'ALESSANDRO",
      "Caitlin Schaer",
      "HILARY EMERSON",
      "JOSEPH OROVECZ",
      "LAUREN SUROVI",
      "MILENA BERNARDINELLO",
      "Rommel Jimenez",
      "SAMANTHA MATTOCCI"
    ],
    "a": 70,
    "ab": 38,
    "b": 32,
    "bc": 13,
    "c": 6,
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    "f": 1,
    "satisfactory": 0,
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    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 164,
    "source_aliases": [
      "ITALIAN 101"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ITALIAN 101",
    "course_uid": "course_f278c6cb0fd820b882318344",
    "term_id": "1154",
    "term_name": "Spring 2015",
    "instructors": [
      "CHARLES INDAHL",
      "CHRISTPOHER D'ALESSANDRO",
      "Caitlin Schaer",
      "HILARY EMERSON",
      "LAUREN SUROVI",
      "SAMANTHA MATTOCCI",
      "TIZIANA SERAFINI"
    ],
    "a": 26,
    "ab": 23,
    "b": 18,
    "bc": 9,
    "c": 9,
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]
```

### statistics

#### gpa

3.534

#### graded

5075

#### counts

* 2597
* 1219
* 753
* 281
* 138
* 43
* 44

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_f278c6cb0fd820b882318344-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_f278c6cb0fd820b882318344-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_f278c6cb0fd820b882318344-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_f278c6cb0fd820b882318344-0.json)

#### reviews

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_f278c6cb0fd820b882318344-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_f278c6cb0fd820b882318344-0.json)

#### meetings

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_f278c6cb0fd820b882318344-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_f278c6cb0fd820b882318344-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_f278c6cb0fd820b882318344-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_f278c6cb0fd820b882318344-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## context

### all

#### term



#### gpa

3.533990147783251

#### count

5075

#### university

##### size

5784

##### gpa Percentile

27

##### count Percentile

97

##### median Count

240.5

##### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 0     | false   |
| 2.4–2.8 | 12    | false   |
| 2.8–3.2 | 363   | false   |
| 3.2–3.6 | 1576  | true    |
| 3.6–4.0 | 3833  | false   |

#### departments

```json
[
  {
    "subject": "ITALIAN",
    "comparison": {
      "size": 26,
      "gpaPercentile": 12,
      "countPercentile": 100,
      "medianCount": 237,
      "histogram": [
        {
          "range": "0.0–0.4",
          "count": 0,
          "current": false
        },
        {
          "range": "0.4–0.8",
          "count": 0,
          "current": false
        },
        {
          "range": "0.8–1.2",
          "count": 0,
          "current": false
        },
        {
          "range": "1.2–1.6",
          "count": 0,
          "current": false
        },
        {
          "range": "1.6–2.0",
          "count": 0,
          "current": false
        },
        {
          "range": "2.0–2.4",
          "count": 0,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 0,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 0,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 6,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 20,
          "current": false
        }
      ]
    }
  }
]
```

### terms

#### 1072

##### term

1072

##### gpa

3.460674157303371

##### count

267

##### university

###### size

723

###### gpa Percentile

64

###### count Percentile

91

###### median Count

67

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 1     | false   |
| 2.4–2.8 | 62    | false   |
| 2.8–3.2 | 174   | false   |
| 3.2–3.6 | 306   | true    |
| 3.6–4.0 | 180   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| ITALIAN |            |

#### 1074

##### term

1074

##### gpa

3.442176870748299

##### count

147

##### university

###### size

695

###### gpa Percentile

59

###### count Percentile

79

###### 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 | 3     | false   |
| 2.4–2.8 | 53    | false   |
| 2.8–3.2 | 184   | false   |
| 3.2–3.6 | 256   | true    |
| 3.6–4.0 | 199   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| ITALIAN |            |

#### 1082

##### term

1082

##### gpa

3.5140350877192983

##### count

285

##### university

###### size

723

###### gpa Percentile

65

###### count Percentile

92

###### 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 | 51    | false   |
| 2.8–3.2 | 202   | false   |
| 3.2–3.6 | 265   | true    |
| 3.6–4.0 | 204   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| ITALIAN |            |

#### 1084

##### term

1084

##### gpa

3.61

##### count

150

##### university

###### size

720

###### gpa Percentile

71

###### count Percentile

80

###### median Count

70

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 3     | false   |
| 2.4–2.8 | 45    | false   |
| 2.8–3.2 | 207   | false   |
| 3.2–3.6 | 248   | false   |
| 3.6–4.0 | 217   | true    |

##### departments

| subject | comparison |
| ------- | ---------- |
| ITALIAN |            |

#### 1092

##### term

1092

##### gpa

3.489082969432314

##### count

229

##### university

###### size

732

###### gpa Percentile

63

###### count Percentile

89

###### 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 | 41    | false   |
| 2.8–3.2 | 208   | false   |
| 3.2–3.6 | 271   | true    |
| 3.6–4.0 | 211   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| ITALIAN |            |

#### 1094

##### term

1094

##### gpa

3.6169354838709675

##### count

124

##### university

###### size

758

###### gpa Percentile

70

###### count Percentile

75

###### median Count

71

###### 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 | 35    | false   |
| 2.8–3.2 | 226   | false   |
| 3.2–3.6 | 259   | false   |
| 3.6–4.0 | 236   | true    |

##### departments

| subject | comparison |
| ------- | ---------- |
| ITALIAN |            |

#### 1102

##### term

1102

##### gpa

3.4661654135338344

##### count

266

##### university

###### size

774

###### gpa Percentile

60

###### count Percentile

92

###### 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 | 1     | false   |
| 2.0–2.4 | 1     | false   |
| 2.4–2.8 | 49    | false   |
| 2.8–3.2 | 201   | false   |
| 3.2–3.6 | 287   | true    |
| 3.6–4.0 | 235   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| ITALIAN |            |

#### 1104

##### term

1104

##### gpa

3.486842105263158

##### count

114

##### university

###### size

793

###### gpa Percentile

59

###### count Percentile

74

###### 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 | 4     | false   |
| 2.4–2.8 | 49    | false   |
| 2.8–3.2 | 205   | false   |
| 3.2–3.6 | 294   | true    |
| 3.6–4.0 | 241   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| ITALIAN |            |

#### 1112

##### term

1112

##### gpa

3.5756302521008405

##### count

238

##### university

###### size

805

###### gpa Percentile

69

###### count Percentile

90

###### 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 | 1     | false   |
| 2.4–2.8 | 45    | false   |
| 2.8–3.2 | 218   | false   |
| 3.2–3.6 | 316   | true    |
| 3.6–4.0 | 225   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| ITALIAN |            |

#### 1114

##### term

1114

##### gpa

3.702797202797203

##### count

143

##### university

###### size

804

###### gpa Percentile

78

###### count Percentile

82

###### median Count

68

###### histogram

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

##### departments

| subject | comparison |
| ------- | ---------- |
| ITALIAN |            |

#### 1122

##### term

1122

##### gpa

3.621268656716418

##### count

268

##### university

###### size

804

###### gpa Percentile

71

###### count Percentile

92

###### median Count

70

###### histogram

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

##### departments

| subject | comparison |
| ------- | ---------- |
| ITALIAN |            |

#### 1124

##### term

1124

##### gpa

3.344155844155844

##### count

154

##### university

###### size

821

###### gpa Percentile

44

###### count Percentile

84

###### median Count

67

###### histogram

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

##### departments

| subject | comparison |
| ------- | ---------- |
| ITALIAN |            |

#### 1132

##### term

1132

##### gpa

3.5921052631578947

##### count

190

##### university

###### size

851

###### gpa Percentile

68

###### count Percentile

87

###### 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 | 40    | false   |
| 2.8–3.2 | 234   | false   |
| 3.2–3.6 | 303   | true    |
| 3.6–4.0 | 272   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| ITALIAN |            |

#### 1134

##### term

1134

##### gpa

3.465686274509804

##### count

102

##### university

###### size

852

###### gpa Percentile

53

###### count Percentile

71

###### 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 | 30    | false   |
| 2.8–3.2 | 229   | false   |
| 3.2–3.6 | 304   | true    |
| 3.6–4.0 | 287   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| ITALIAN |            |

#### 1142

##### term

1142

##### gpa

3.556338028169014

##### count

213

##### university

###### size

853

###### gpa Percentile

65

###### count Percentile

89

###### 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 | 4     | false   |
| 2.4–2.8 | 33    | false   |
| 2.8–3.2 | 228   | false   |
| 3.2–3.6 | 320   | true    |
| 3.6–4.0 | 268   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| ITALIAN |            |

#### 1144

##### term

1144

##### gpa

3.623853211009174

##### count

109

##### university

###### size

878

###### gpa Percentile

68

###### count Percentile

74

###### 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 | 4     | false   |
| 2.4–2.8 | 30    | false   |
| 2.8–3.2 | 243   | false   |
| 3.2–3.6 | 302   | false   |
| 3.6–4.0 | 299   | true    |

##### departments

| subject | comparison |
| ------- | ---------- |
| ITALIAN |            |

#### 1152

##### term

1152

##### gpa

3.399390243902439

##### count

164

##### university

###### size

918

###### gpa Percentile

50

###### count Percentile

85

###### median Count

65

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 1     | false   |
| 2.4–2.8 | 33    | false   |
| 2.8–3.2 | 227   | false   |
| 3.2–3.6 | 371   | true    |
| 3.6–4.0 | 286   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| ITALIAN |            |

#### 1154

##### term

1154

##### gpa

3.157303370786517

##### count

89

##### university

###### size

935

###### gpa Percentile

26

###### count Percentile

65

###### median Count

63

###### 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 | 38    | false   |
| 2.8–3.2 | 237   | true    |
| 3.2–3.6 | 326   | false   |
| 3.6–4.0 | 334   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| ITALIAN |            |

#### 1162

##### term

1162

##### gpa

3.329032258064516

##### count

155

##### university

###### size

954

###### gpa Percentile

38

###### count Percentile

83

###### median Count

64.5

###### histogram

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

##### departments

| subject | comparison |
| ------- | ---------- |
| ITALIAN |            |

#### 1164

##### term

1164

##### gpa

3.2788461538461537

##### count

52

##### university

###### size

965

###### gpa Percentile

32

###### count Percentile

37

###### 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 | 3     | false   |
| 2.4–2.8 | 37    | false   |
| 2.8–3.2 | 216   | false   |
| 3.2–3.6 | 319   | true    |
| 3.6–4.0 | 390   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| ITALIAN |            |

#### 1172

##### term

1172

##### gpa

3.302521008403361

##### count

119

##### university

###### size

991

###### gpa Percentile

34

###### count Percentile

76

###### median Count

67

###### histogram

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

##### departments

| subject | comparison |
| ------- | ---------- |
| ITALIAN |            |

#### 1174

##### term

1174

##### gpa

3.7291666666666665

##### count

48

##### university

###### size

955

###### gpa Percentile

72

###### count Percentile

31

###### 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 | 1     | false   |
| 2.4–2.8 | 29    | false   |
| 2.8–3.2 | 224   | false   |
| 3.2–3.6 | 332   | false   |
| 3.6–4.0 | 369   | true    |

##### departments

| subject | comparison |
| ------- | ---------- |
| ITALIAN |            |

#### 1182

##### term

1182

##### gpa

3.4955357142857144

##### count

112

##### university

###### size

1025

###### gpa Percentile

49

###### count Percentile

72

###### 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 | 1     | false   |
| 2.4–2.8 | 21    | false   |
| 2.8–3.2 | 216   | false   |
| 3.2–3.6 | 369   | true    |
| 3.6–4.0 | 418   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| ITALIAN |            |

#### 1184

##### term

1184

##### gpa

3.672727272727273

##### count

55

##### university

###### size

1010

###### gpa Percentile

66

###### count Percentile

39

###### 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 | 26    | false   |
| 2.8–3.2 | 210   | false   |
| 3.2–3.6 | 355   | false   |
| 3.6–4.0 | 418   | true    |

##### departments

| subject | comparison |
| ------- | ---------- |
| ITALIAN |            |

#### 1192

##### term

1192

##### gpa

3.5886524822695036

##### count

141

##### university

###### size

1077

###### gpa Percentile

54

###### count Percentile

79

###### median Count

67

###### histogram

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

##### departments

| subject | comparison |
| ------- | ---------- |
| ITALIAN |            |

#### 1194

##### term

1194

##### gpa

3.4444444444444446

##### count

45

##### university

###### size

1040

###### gpa Percentile

43

###### count Percentile

28

###### median Count

67

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 1     | false   |
| 2.4–2.8 | 23    | false   |
| 2.8–3.2 | 220   | false   |
| 3.2–3.6 | 342   | true    |
| 3.6–4.0 | 454   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| ITALIAN |            |

#### 1202

##### term

1202

##### gpa

3.576530612244898

##### count

98

##### university

###### size

1102

###### gpa Percentile

52

###### count Percentile

66

###### 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   | true    |
| 3.6–4.0 | 498   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| ITALIAN |            |

#### 1204

##### term

1204

##### gpa

3.7

##### count

45

##### university

###### size

1012

###### gpa Percentile

45

###### count Percentile

29

###### median Count

65.5

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 0     | false   |
| 2.4–2.8 | 1     | false   |
| 2.8–3.2 | 25    | false   |
| 3.2–3.6 | 301   | false   |
| 3.6–4.0 | 685   | true    |

##### departments

| subject | comparison |
| ------- | ---------- |
| ITALIAN |            |

#### 1212

##### term

1212

##### gpa

3.4702970297029703

##### count

101

##### university

###### size

1111

###### gpa Percentile

33

###### count Percentile

68

###### 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   | true    |
| 3.6–4.0 | 611   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| ITALIAN |            |

#### 1222

##### term

1222

##### gpa

3.5043103448275863

##### count

116

##### university

###### size

1157

###### gpa Percentile

38

###### count Percentile

72

###### 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   | true    |
| 3.6–4.0 | 614   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| ITALIAN |            |

#### 1224

##### term

1224

##### gpa

3.5733333333333333

##### count

75

##### university

###### size

1171

###### gpa Percentile

45

###### count Percentile

57

###### median Count

64

###### histogram

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

##### departments

| subject | comparison |
| ------- | ---------- |
| ITALIAN |            |

#### 1232

##### term

1232

##### gpa

3.5625

##### count

128

##### university

###### size

1216

###### gpa Percentile

42

###### count Percentile

75

###### 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 |
| ------- | ---------- |
| ITALIAN |            |

#### 1234

##### term

1234

##### gpa

3.5076923076923077

##### count

65

##### university

###### size

1188

###### gpa Percentile

37

###### count Percentile

50

###### median Count

65

###### histogram

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

##### departments

| subject | comparison |
| ------- | ---------- |
| ITALIAN |            |

#### 1242

##### term

1242

##### gpa

3.6666666666666665

##### count

123

##### university

###### size

1295

###### gpa Percentile

50

###### count Percentile

76

###### 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 |
| ------- | ---------- |
| ITALIAN |            |

#### 1244

##### term

1244

##### gpa

3.7282608695652173

##### count

46

##### university

###### size

1241

###### gpa Percentile

58

###### count Percentile

31

###### median Count

65

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 2     | false   |
| 2.4–2.8 | 9     | false   |
| 2.8–3.2 | 151   | false   |
| 3.2–3.6 | 373   | false   |
| 3.6–4.0 | 706   | true    |

##### departments

| subject | comparison |
| ------- | ---------- |
| ITALIAN |            |

#### 1252

##### term

1252

##### gpa

3.7752293577981653

##### count

109

##### university

###### size

1333

###### gpa Percentile

63

###### count Percentile

70

###### 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   | false   |
| 3.6–4.0 | 773   | true    |

##### departments

| subject | comparison |
| ------- | ---------- |
| ITALIAN |            |

#### 1254

##### term

1254

##### gpa

3.8854166666666665

##### count

48

##### university

###### size

1289

###### gpa Percentile

79

###### count Percentile

33

###### median Count

66

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 0     | false   |
| 2.4–2.8 | 17    | false   |
| 2.8–3.2 | 128   | false   |
| 3.2–3.6 | 379   | false   |
| 3.6–4.0 | 765   | true    |

##### departments

| subject | comparison |
| ------- | ---------- |
| ITALIAN |            |

#### 1262

##### term

1262

##### gpa

3.8632075471698113

##### count

106

##### university

###### size

1320

###### gpa Percentile

73

###### count Percentile

68

###### 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   | false   |
| 3.6–4.0 | 797   | true    |

##### departments

| subject | comparison |
| ------- | ---------- |
| ITALIAN |            |

#### 1264

##### term

1264

##### gpa

3.6944444444444446

##### count

36

##### university

###### size

1283

###### gpa Percentile

50

###### count Percentile

11

###### 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 | 1     | false   |
| 2.4–2.8 | 20    | false   |
| 2.8–3.2 | 130   | false   |
| 3.2–3.6 | 343   | false   |
| 3.6–4.0 | 789   | true    |

##### departments

| subject | comparison |
| ------- | ---------- |
| ITALIAN |            |

### benchmarks

#### all

##### school

###### size

5784

###### gpa

3.6736255573368366

###### top Share

82.68719706118685

###### count

240.5

##### ITALIAN

###### size

26

###### gpa

3.740131107510709

###### top Share

87.01328071675968

###### count

237

#### terms

##### 1072

###### school

###### size

723

###### gpa

3.344595727439471

###### top Share

62.012941427864526

###### count

67

##### 1074

###### school

###### size

695

###### gpa

3.3616924722887376

###### top Share

63.22509110105764

###### count

69

##### 1082

###### school

###### size

723

###### gpa

3.3583896732335172

###### top Share

62.932746798940194

###### count

68

##### 1084

###### school

###### size

720

###### gpa

3.3670742938849725

###### top Share

63.42064564712246

###### count

70

##### 1092

###### school

###### size

732

###### gpa

3.374660709520374

###### top Share

63.690339324346596

###### count

70

##### 1094

###### school

###### size

758

###### gpa

3.3891454428111527

###### top Share

64.36369814389255

###### count

71

##### 1102

###### school

###### size

774

###### gpa

3.36712622366007

###### top Share

63.703228532165696

###### count

67

##### 1104

###### school

###### size

793

###### gpa

3.384661458923085

###### top Share

64.6614752434143

###### count

66

##### 1112

###### school

###### size

805

###### gpa

3.3737773184830386

###### top Share

63.91039244872789

###### count

66

##### 1114

###### school

###### size

804

###### gpa

3.3696004653806844

###### top Share

64.0389334741844

###### count

68

##### 1122

###### school

###### size

804

###### gpa

3.3737149752667013

###### top Share

63.65118790117902

###### count

70

##### 1124

###### school

###### size

821

###### gpa

3.406589342026613

###### top Share

66.35774230127205

###### count

67

##### 1132

###### school

###### size

851

###### gpa

3.391128778809763

###### top Share

64.69509437122704

###### count

66

##### 1134

###### school

###### size

852

###### gpa

3.4138934207568203

###### top Share

66.35946578182744

###### count

66

##### 1142

###### school

###### size

853

###### gpa

3.3941849959684913

###### top Share

65.28450334228523

###### count

67

##### 1144

###### school

###### size

878

###### gpa

3.4092443327803017

###### top Share

65.95978235963416

###### count

64

##### 1152

###### school

###### size

918

###### gpa

3.408733538594633

###### top Share

66.06693005846735

###### count

65

##### 1154

###### school

###### size

935

###### gpa

3.4282378385810093

###### top Share

67.66674668721691

###### count

63

##### 1162

###### school

###### size

954

###### gpa

3.43726781345039

###### top Share

68.05645304987395

###### count

64.5

##### 1164

###### school

###### size

965

###### gpa

3.46491230798535

###### top Share

69.92376287143657

###### count

68

##### 1172

###### school

###### size

991

###### gpa

3.465129042641772

###### top Share

69.42600667567366

###### count

67

##### 1174

###### school

###### size

955

###### gpa

3.4597947384071412

###### top Share

69.5290038366363

###### count

69

##### 1182

###### school

###### size

1025

###### gpa

3.474159360325319

###### top Share

70.34861441764347

###### count

69

##### 1184

###### school

###### size

1010

###### gpa

3.47925290354517

###### top Share

70.86270937115944

###### count

68

##### 1192

###### school

###### size

1077

###### gpa

3.50327634323125

###### top Share

72.44641925727845

###### count

67

##### 1194

###### school

###### size

1040

###### gpa

3.4906527436719808

###### top Share

71.74728845515045

###### count

67

##### 1202

###### school

###### size

1102

###### gpa

3.5102605987403313

###### top Share

72.78244569053733

###### count

68

##### 1204

###### school

###### size

1012

###### gpa

3.703747431523761

###### top Share

84.59811226304916

###### count

65.5

##### 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

##### 1224

###### school

###### size

1171

###### gpa

3.5627882428500937

###### top Share

76.37271640560496

###### count

64

##### 1232

###### school

###### size

1216

###### gpa

3.575457431972425

###### top Share

77.33712216234007

###### count

66

##### 1234

###### school

###### size

1188

###### gpa

3.5799441677552393

###### top Share

77.18256448537606

###### count

65

##### 1242

###### school

###### size

1295

###### gpa

3.595302892737449

###### top Share

78.36291889885307

###### count

67

##### 1244

###### school

###### size

1241

###### gpa

3.5975573126929192

###### top Share

78.29036874847135

###### count

65

##### 1252

###### school

###### size

1333

###### gpa

3.619494049739118

###### top Share

79.71442190500672

###### count

69

##### 1254

###### school

###### size

1289

###### gpa

3.6126423469389106

###### top Share

79.48050408754871

###### count

66

##### 1262

###### school

###### size

1320

###### gpa

3.628825763035853

###### top Share

80.21118846327654

###### count

70

##### 1264

###### school

###### size

1283

###### gpa

3.6229729166451925

###### top Share

80.13669149396227

###### count

66

## instructor Trends

```json
[
  {
    "uid": "instructor_ecd55b736e2eb0ce1e394364",
    "name": "LOREN EADIE",
    "count": 888,
    "terms": [
      {
        "term": "1072",
        "count": 19,
        "sections": 1,
        "gpa": 3.1842105263157894
      },
      {
        "term": "1074",
        "count": 16,
        "sections": 1,
        "gpa": 3.28125
      },
      {
        "term": "1122",
        "count": 22,
        "sections": 1,
        "gpa": 3.6363636363636362
      },
      {
        "term": "1124",
        "count": 17,
        "sections": 1,
        "gpa": 3.235294117647059
      },
      {
        "term": "1132",
        "count": 32,
        "sections": 2,
        "gpa": 3.640625
      },
      {
        "term": "1172",
        "count": 13,
        "sections": 1,
        "gpa": 3.0384615384615383
      },
      {
        "term": "1182",
        "count": 17,
        "sections": 1,
        "gpa": 3.1470588235294117
      },
      {
        "term": "1192",
        "count": 16,
        "sections": 1,
        "gpa": 3.65625
      },
      {
        "term": "1224",
        "count": 75,
        "sections": 4,
        "gpa": 3.5733333333333333
      },
      {
        "term": "1232",
        "count": 128,
        "sections": 6,
        "gpa": 3.5625
      },
      {
        "term": "1234",
        "count": 65,
        "sections": 4,
        "gpa": 3.5076923076923077
      },
      {
        "term": "1242",
        "count": 123,
        "sections": 6,
        "gpa": 3.6666666666666665
      },
      {
        "term": "1244",
        "count": 46,
        "sections": 3,
        "gpa": 3.7282608695652173
      },
      {
        "term": "1252",
        "count": 109,
        "sections": 7,
        "gpa": 3.7752293577981653
      },
      {
        "term": "1254",
        "count": 48,
        "sections": 3,
        "gpa": 3.8854166666666665
      },
      {
        "term": "1262",
        "count": 106,
        "sections": 5,
        "gpa": 3.8632075471698113
      },
      {
        "term": "1264",
        "count": 36,
        "sections": 2,
        "gpa": 3.6944444444444446
      }
    ]
  },
  {
    "uid": "instructor_2fb33ae3b5aeab9a546ce6f5",
    "name": "NICOLE LINDENSTEIN",
    "count": 167,
    "terms": [
      {
        "term": "1072",
        "count": 20,
        "sections": 1,
        "gpa": 3.625
      },
      {
        "term": "1074",
        "count": 41,
        "sections": 2,
        "gpa": 3.475609756097561
      },
      {
        "term": "1082",
        "count": 45,
        "sections": 2,
        "gpa": 3.7777777777777777
      },
      {
        "term": "1084",
        "count": 22,
        "sections": 1,
        "gpa": 3.5681818181818183
      },
      {
        "term": "1092",
        "count": 22,
        "sections": 1,
        "gpa": 3.727272727272727
      },
      {
        "term": "1094",
        "count": 17,
        "sections": 1,
        "gpa": 3.588235294117647
      }
    ]
  },
  {
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    "name": "DANIELE FORLINO",
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      {
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      {
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    "name": "GIOVANNI D'ANDREA",
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      {
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  {
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    "name": "ALICE CATHERINE ASTARITA",
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  {
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  {
    "uid": "instructor_9d078d311a502c50d3c39fcf",
    "name": "KRISTIN PHILLIPS COURT",
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    "terms": [
      {
        "term": "1144",
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      }
    ]
  }
]
```

## following

| code        | title                   |
| ----------- | ----------------------- |
| ITALIAN 102 | SECOND SEMESTER ITALIAN |

## projection

### target

1272

### interval

#### lower

3.48

#### upper

3.95

#### coverage

80

#### terms

8

### gpa

3.7153210427523766

### grades

| grade | percentage         |
| ----- | ------------------ |
| A     | 70.01819740833908  |
| AB    | 13.679701308137847 |
| B     | 10.423531430998644 |
| BC    | 3.181795163472857  |
| C     | 1.6585031726692252 |
| D     | 1.0382715163823428 |
| F     | 0                  |

### source Terms

* 1262
* 1252
* 1242
* 1232
* 1222

### source Count

582

### same Season

true

### historical Range

* 3.5043103448275863
* 3.8632075471698117

### backtest

#### terms

8

#### gpa Error

0.11732469786222077

#### mix Error

14.305505328313336
