# HDFS 469: Family and Community Influences on the Young Child | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/HDFS_469)

## Dataset

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

### repository

twangodev/uwcourses

### schema version

6

### importer version

7

### projection id

52a78527ff09011d88cb04c7d43867d9fbfec2930bf1dd2ec359ebd2844e0b07

### observed at

2026-09-07T15:55:43.033547+00:00

### built at

2026-09-10T19:50:42.743001+00:00

### courses

8951

### current instructors

5754

### limited

false

### terms

* 1272
* 1264
* 1262
* 1254
* 1252
* 1244
* 1242
* 1234
* 1232
* 1224
* 1222
* 1212
* 1204
* 1202
* 1194
* 1192
* 1184
* 1182
* 1174
* 1172
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* 1162
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* 1142
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* 1102
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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

ac4dcecee507db191e51d222ccefbdbd399205bcab368830c1345f35c7771453

### course id

HDFS 469

### course uid

course\_215d003d56fbaa10ddadbf86

### catalog version id

25e07a50327f252bf3db5a455be68fc51a53c3ec27e641f161d623e56256024d

### course number

469

### subjects

* HDFS

### title

FAMILY AND COMMUNITY INFLUENCES ON THE YOUNG CHILD

### description

Interaction of child in socialization settings, especially the family; socialization processes in the social system of child-family-community.

### requirements text

None

### credits min

3

### credits max

3

### credit offering ids

* 1272:230:002911

### llm job id

enrich-f516c4d3e82cfe326b4f5f54

### llm output id

0c9225077942dcdca8741b4141bf7e63753323cb9a66a90600315ec84d6d7339

### llm model

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

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

Examines child interaction in socialization settings, focusing on family and community socialization processes.

### llm topics

* Child interaction in socialization settings
* Socialization processes in the child-family-community system

### llm skills

None recorded.

### llm assumed background

None recorded.

### llm search phrases

* child socialization family community
* HDFS 469 young child influences
* family socialization processes child

### llm requirements status

valid

### llm student summary status

valid

### llm experience status

valid

### catalog variants

None recorded.

### student summary

#### context hash

8e1cf9c87046d71cfd7250ecbd2629b8e40c2af259359f593e2a06eea03e8104

#### course id

HDFS 469

#### current instructors

```json
[
  {
    "instructor_uid": "instructor_986a134cc813c9d02d31c373",
    "message": "No course-specific reviews available",
    "name": "Andrea Buhler",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": [
      {
        "citations": [
          {
            "course_id": "HDFS 469",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 2,
            "source_course_id": "07440f0a-e0d6-3a87-ba1e-18262f8c894e",
            "source_record": {
              "entity_id": "07440f0a-e0d6-3a87-ba1e-18262f8c894e",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1252",
            "type": "grade"
          },
          {
            "course_id": "HDFS 469",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 2,
            "source_course_id": "07440f0a-e0d6-3a87-ba1e-18262f8c894e",
            "source_record": {
              "entity_id": "07440f0a-e0d6-3a87-ba1e-18262f8c894e",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1254",
            "type": "grade"
          },
          {
            "course_id": "HDFS 469",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "07440f0a-e0d6-3a87-ba1e-18262f8c894e",
            "source_record": {
              "entity_id": "07440f0a-e0d6-3a87-ba1e-18262f8c894e",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1264",
            "type": "grade"
          }
        ],
        "text": "Recent recorded grades — Fall 2024: 3.84 GPA, 91.9% A/AB (n=37 letter grades); Spring 2025: 3.74 GPA, 94.4% A/AB (n=36 letter grades); Spring 2026: 3.81 GPA, 89.7% A/AB (n=39 letter grades). Includes jointly taught sections."
      }
    ]
  },
  {
    "instructor_uid": "instructor_1457c73f2e62943db23f68b4",
    "message": "No course-specific reviews available",
    "name": "Prudence Yokonia",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  }
]
```

#### difficulty workload

Historical reviews of Polina Levchenko: Students report a heavy volume of daily in-class assignments and projects that are time-consuming and difficult to track, with some finding the workload annoying despite the material not being academically hard.

```json
{
  "citations": [
    {
      "instructor_name": "Polina Levchenko",
      "review_date": "2020-09-17 22:42:56 +0000 UTC",
      "review_id": "9ef28c65296a02345a53f6c0",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2442060",
      "source_review_id": "UmF0aW5nLTMzNjUwMjUz",
      "source_url": "https://www.ratemyprofessors.com/professor/2442060",
      "type": "review"
    },
    {
      "instructor_name": "Polina Levchenko",
      "review_date": "2024-09-08 21:37:43 +0000 UTC",
      "review_id": "777e479b48906381f09938bb",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2442060",
      "source_review_id": "UmF0aW5nLTM5NzMxMzQ0",
      "source_url": "https://www.ratemyprofessors.com/professor/2442060",
      "type": "review"
    }
  ]
}
```

#### errors

None recorded.

#### historical context

Historical reviews of Polina Levchenko: Polina Levchenko's reviews are polarized, with students citing disorganization, unclear deadlines, and late grading as major concerns. Conversely, others found her lectures interesting and assignments manageable, noting she values effort over textbook usage.

```json
{
  "citations": [
    {
      "instructor_name": "Polina Levchenko",
      "review_date": "2020-09-17 22:42:56 +0000 UTC",
      "review_id": "9ef28c65296a02345a53f6c0",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2442060",
      "source_review_id": "UmF0aW5nLTMzNjUwMjUz",
      "source_url": "https://www.ratemyprofessors.com/professor/2442060",
      "type": "review"
    },
    {
      "instructor_name": "Polina Levchenko",
      "review_date": "2021-05-14 16:37:58 +0000 UTC",
      "review_id": "99e9eb760ae8eac0794a4079",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2442060",
      "source_review_id": "UmF0aW5nLTM0NzkzMjYx",
      "source_url": "https://www.ratemyprofessors.com/professor/2442060",
      "type": "review"
    },
    {
      "instructor_name": "Polina Levchenko",
      "review_date": "2024-09-08 21:37:43 +0000 UTC",
      "review_id": "777e479b48906381f09938bb",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2442060",
      "source_review_id": "UmF0aW5nLTM5NzMxMzQ0",
      "source_url": "https://www.ratemyprofessors.com/professor/2442060",
      "type": "review"
    },
    {
      "instructor_name": "Polina Levchenko",
      "review_date": "2025-12-22 15:34:52 +0000 UTC",
      "review_id": "077cba78cc67af0c8a543be3",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2442060",
      "source_review_id": "UmF0aW5nLTQyMjY2ODMy",
      "source_url": "https://www.ratemyprofessors.com/professor/2442060",
      "type": "review"
    }
  ]
}
```

#### offered

true

#### profile hash

e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1

#### quick take

Historical reviews of Polina Levchenko: Recent reviews of Polina Levchenko describe a frustrating experience marked by disorganization, unclear expectations, and excessive workload, with students reporting late grades and insufficient feedback.

```json
{
  "citations": [
    {
      "instructor_name": "Polina Levchenko",
      "review_date": "2020-09-17 22:42:56 +0000 UTC",
      "review_id": "9ef28c65296a02345a53f6c0",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2442060",
      "source_review_id": "UmF0aW5nLTMzNjUwMjUz",
      "source_url": "https://www.ratemyprofessors.com/professor/2442060",
      "type": "review"
    },
    {
      "instructor_name": "Polina Levchenko",
      "review_date": "2025-12-22 15:34:52 +0000 UTC",
      "review_id": "077cba78cc67af0c8a543be3",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2442060",
      "source_review_id": "UmF0aW5nLTQyMjY2ODMy",
      "source_url": "https://www.ratemyprofessors.com/professor/2442060",
      "type": "review"
    }
  ]
}
```

Recent recorded grades — Spring 2025: 3.68 GPA, 86.6% A/AB (n=67 letter grades); Fall 2025: 3.64 GPA, 84.8% A/AB (n=33 letter grades); Spring 2026: 3.81 GPA, 89.7% A/AB (n=39 letter grades).

```json
{
  "citations": [
    {
      "course_id": "HDFS 469",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "07440f0a-e0d6-3a87-ba1e-18262f8c894e",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1254",
      "type": "grade"
    },
    {
      "course_id": "HDFS 469",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "07440f0a-e0d6-3a87-ba1e-18262f8c894e",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1262",
      "type": "grade"
    },
    {
      "course_id": "HDFS 469",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "07440f0a-e0d6-3a87-ba1e-18262f8c894e",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1264",
      "type": "grade"
    }
  ]
}
```

#### student experience

Historical reviews highlight engaging lectures and clear explanations from past instructors, though some students found grading unfair or overly focused on minor details rather than overall success.

```json
{
  "citations": [
    {
      "instructor_name": "Heather Kirkorian",
      "review_date": "2012-04-24 23:24:43 +0000 UTC",
      "review_id": "035161428b7af8f4ce7fa4bc",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1681619",
      "source_review_id": "UmF0aW5nLTIwMTE0NDE2",
      "source_url": "https://www.ratemyprofessors.com/professor/1681619",
      "type": "review"
    },
    {
      "instructor_name": "Carolyn Liesen",
      "review_date": "2017-12-11 15:34:19 +0000 UTC",
      "review_id": "a878b7ee01c9b6e545bb6057",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2037414",
      "source_review_id": "UmF0aW5nLTI5MTMzMTA3",
      "source_url": "https://www.ratemyprofessors.com/professor/2037414",
      "type": "review"
    },
    {
      "instructor_name": "Polina Levchenko",
      "review_date": "2021-05-14 16:37:58 +0000 UTC",
      "review_id": "99e9eb760ae8eac0794a4079",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2442060",
      "source_review_id": "UmF0aW5nLTM0NzkzMjYx",
      "source_url": "https://www.ratemyprofessors.com/professor/2442060",
      "type": "review"
    }
  ]
}
```

#### task hash

74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68

#### teaching history

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

```json
{
  "citations": [
    {
      "course_id": "HDFS 469",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "07440f0a-e0d6-3a87-ba1e-18262f8c894e",
      "source_record": {
        "entity_id": "07440f0a-e0d6-3a87-ba1e-18262f8c894e",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1252",
      "type": "grade"
    },
    {
      "course_id": "HDFS 469",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "07440f0a-e0d6-3a87-ba1e-18262f8c894e",
      "source_record": {
        "entity_id": "07440f0a-e0d6-3a87-ba1e-18262f8c894e",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1254",
      "type": "grade"
    },
    {
      "course_id": "HDFS 469",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "07440f0a-e0d6-3a87-ba1e-18262f8c894e",
      "source_record": {
        "entity_id": "07440f0a-e0d6-3a87-ba1e-18262f8c894e",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1264",
      "type": "grade"
    }
  ]
}
```

CAROLYN LIESEN is recorded teaching in Fall 2017, Spring 2018. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "HDFS 469",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "07440f0a-e0d6-3a87-ba1e-18262f8c894e",
      "source_record": {
        "entity_id": "07440f0a-e0d6-3a87-ba1e-18262f8c894e",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1182",
      "type": "grade"
    },
    {
      "course_id": "HDFS 469",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "07440f0a-e0d6-3a87-ba1e-18262f8c894e",
      "source_record": {
        "entity_id": "07440f0a-e0d6-3a87-ba1e-18262f8c894e",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1184",
      "type": "grade"
    }
  ]
}
```

HEATHER KIRKORIAN is recorded teaching in Fall 2010, Spring 2011, Spring 2012, Fall 2012. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "HDFS 469",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "07440f0a-e0d6-3a87-ba1e-18262f8c894e",
      "source_record": {
        "entity_id": "07440f0a-e0d6-3a87-ba1e-18262f8c894e",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1112",
      "type": "grade"
    },
    {
      "course_id": "HDFS 469",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "07440f0a-e0d6-3a87-ba1e-18262f8c894e",
      "source_record": {
        "entity_id": "07440f0a-e0d6-3a87-ba1e-18262f8c894e",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1114",
      "type": "grade"
    },
    {
      "course_id": "HDFS 469",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "07440f0a-e0d6-3a87-ba1e-18262f8c894e",
      "source_record": {
        "entity_id": "07440f0a-e0d6-3a87-ba1e-18262f8c894e",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1124",
      "type": "grade"
    },
    {
      "course_id": "HDFS 469",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "07440f0a-e0d6-3a87-ba1e-18262f8c894e",
      "source_record": {
        "entity_id": "07440f0a-e0d6-3a87-ba1e-18262f8c894e",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1132",
      "type": "grade"
    }
  ]
}
```

JILL STEINBERG is recorded teaching in Fall 2006, Fall 2007, Fall 2008. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "HDFS 469",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "07440f0a-e0d6-3a87-ba1e-18262f8c894e",
      "source_record": {
        "entity_id": "07440f0a-e0d6-3a87-ba1e-18262f8c894e",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1072",
      "type": "grade"
    },
    {
      "course_id": "HDFS 469",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "07440f0a-e0d6-3a87-ba1e-18262f8c894e",
      "source_record": {
        "entity_id": "07440f0a-e0d6-3a87-ba1e-18262f8c894e",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1082",
      "type": "grade"
    },
    {
      "course_id": "HDFS 469",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "07440f0a-e0d6-3a87-ba1e-18262f8c894e",
      "source_record": {
        "entity_id": "07440f0a-e0d6-3a87-ba1e-18262f8c894e",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1092",
      "type": "grade"
    }
  ]
}
```

KRISTY ANN BURKHOLDER is recorded teaching in Spring 2007, Spring 2008, Fall 2009. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "HDFS 469",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "07440f0a-e0d6-3a87-ba1e-18262f8c894e",
      "source_record": {
        "entity_id": "07440f0a-e0d6-3a87-ba1e-18262f8c894e",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1074",
      "type": "grade"
    },
    {
      "course_id": "HDFS 469",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "07440f0a-e0d6-3a87-ba1e-18262f8c894e",
      "source_record": {
        "entity_id": "07440f0a-e0d6-3a87-ba1e-18262f8c894e",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1084",
      "type": "grade"
    },
    {
      "course_id": "HDFS 469",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "07440f0a-e0d6-3a87-ba1e-18262f8c894e",
      "source_record": {
        "entity_id": "07440f0a-e0d6-3a87-ba1e-18262f8c894e",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1102",
      "type": "grade"
    }
  ]
}
```

POLINA LEVCHENKO is recorded teaching in Fall 2018, Spring 2019, Fall 2019, Spring 2020, Fall 2020, Fall 2021, Spring 2022, Fall 2022, Spring 2023, Fall 2023, Spring 2024, Fall 2024, Spring 2025, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "HDFS 469",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "07440f0a-e0d6-3a87-ba1e-18262f8c894e",
      "source_record": {
        "entity_id": "07440f0a-e0d6-3a87-ba1e-18262f8c894e",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1192",
      "type": "grade"
    },
    {
      "course_id": "HDFS 469",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "07440f0a-e0d6-3a87-ba1e-18262f8c894e",
      "source_record": {
        "entity_id": "07440f0a-e0d6-3a87-ba1e-18262f8c894e",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1194",
      "type": "grade"
    },
    {
      "course_id": "HDFS 469",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "07440f0a-e0d6-3a87-ba1e-18262f8c894e",
      "source_record": {
        "entity_id": "07440f0a-e0d6-3a87-ba1e-18262f8c894e",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1202",
      "type": "grade"
    },
    {
      "course_id": "HDFS 469",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "07440f0a-e0d6-3a87-ba1e-18262f8c894e",
      "source_record": {
        "entity_id": "07440f0a-e0d6-3a87-ba1e-18262f8c894e",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1204",
      "type": "grade"
    },
    {
      "course_id": "HDFS 469",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "07440f0a-e0d6-3a87-ba1e-18262f8c894e",
      "source_record": {
        "entity_id": "07440f0a-e0d6-3a87-ba1e-18262f8c894e",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1204",
      "type": "grade"
    },
    {
      "course_id": "HDFS 469",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "07440f0a-e0d6-3a87-ba1e-18262f8c894e",
      "source_record": {
        "entity_id": "07440f0a-e0d6-3a87-ba1e-18262f8c894e",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1212",
      "type": "grade"
    },
    {
      "course_id": "HDFS 469",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "07440f0a-e0d6-3a87-ba1e-18262f8c894e",
      "source_record": {
        "entity_id": "07440f0a-e0d6-3a87-ba1e-18262f8c894e",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1222",
      "type": "grade"
    },
    {
      "course_id": "HDFS 469",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "07440f0a-e0d6-3a87-ba1e-18262f8c894e",
      "source_record": {
        "entity_id": "07440f0a-e0d6-3a87-ba1e-18262f8c894e",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1224",
      "type": "grade"
    },
    {
      "course_id": "HDFS 469",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "07440f0a-e0d6-3a87-ba1e-18262f8c894e",
      "source_record": {
        "entity_id": "07440f0a-e0d6-3a87-ba1e-18262f8c894e",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1232",
      "type": "grade"
    },
    {
      "course_id": "HDFS 469",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "07440f0a-e0d6-3a87-ba1e-18262f8c894e",
      "source_record": {
        "entity_id": "07440f0a-e0d6-3a87-ba1e-18262f8c894e",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1234",
      "type": "grade"
    },
    {
      "course_id": "HDFS 469",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "07440f0a-e0d6-3a87-ba1e-18262f8c894e",
      "source_record": {
        "entity_id": "07440f0a-e0d6-3a87-ba1e-18262f8c894e",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1242",
      "type": "grade"
    },
    {
      "course_id": "HDFS 469",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "07440f0a-e0d6-3a87-ba1e-18262f8c894e",
      "source_record": {
        "entity_id": "07440f0a-e0d6-3a87-ba1e-18262f8c894e",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1242",
      "type": "grade"
    },
    {
      "course_id": "HDFS 469",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "07440f0a-e0d6-3a87-ba1e-18262f8c894e",
      "source_record": {
        "entity_id": "07440f0a-e0d6-3a87-ba1e-18262f8c894e",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1244",
      "type": "grade"
    },
    {
      "course_id": "HDFS 469",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "07440f0a-e0d6-3a87-ba1e-18262f8c894e",
      "source_record": {
        "entity_id": "07440f0a-e0d6-3a87-ba1e-18262f8c894e",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1252",
      "type": "grade"
    },
    {
      "course_id": "HDFS 469",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "07440f0a-e0d6-3a87-ba1e-18262f8c894e",
      "source_record": {
        "entity_id": "07440f0a-e0d6-3a87-ba1e-18262f8c894e",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1254",
      "type": "grade"
    },
    {
      "course_id": "HDFS 469",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "07440f0a-e0d6-3a87-ba1e-18262f8c894e",
      "source_record": {
        "entity_id": "07440f0a-e0d6-3a87-ba1e-18262f8c894e",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1262",
      "type": "grade"
    }
  ]
}
```

#### term id

1272

#### term name

2026 Fall

#### version

2

### requirements

#### nodes

```json
[
  {
    "children": [],
    "condition": "None",
    "course": null,
    "evidence": "None",
    "id": "source_requirements",
    "kind": "condition"
  }
]
```

#### notes

* Display fallback using original requirements text; not an LLM-parsed rule.

#### root

source\_requirements

#### status

needs\_review

### instructors

| instructor\_uid                      | source     | source\_instructor\_id | identity\_basis | identity\_status   | name             | email             | first\_observed\_at              | last\_observed\_at               | instructor\_url                |
| ------------------------------------ | ---------- | ---------------------- | --------------- | ------------------ | ---------------- | ----------------- | -------------------------------- | -------------------------------- | ------------------------------ |
| instructor\_986a134cc813c9d02d31c373 | enrollment | abuhler                | netid           | source\_identified | Andrea Buhler    | ABUHLER\@WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/ANDREA\_BUHLER    |
| instructor\_1457c73f2e62943db23f68b4 | enrollment | yokonia                | netid           | source\_identified | Prudence Yokonia | YOKONIA\@WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/PRUDENCE\_YOKONIA |

### offerings

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "offering_id": "1272:230:002911",
    "course_id": "HDFS 469",
    "course_uid": "course_215d003d56fbaa10ddadbf86",
    "term_id": "1272",
    "source_course_id": "002911",
    "source_subject_id": "230",
    "title": "Family and Community Influences on the Young Child",
    "credits_min": 3,
    "credits_max": 3,
    "typically_offered": "Occasionally"
  }
]
```

### sections

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:17415",
    "term_id": "1272",
    "source_section_id": "17415",
    "identity_basis": "class_number",
    "section_number": "001",
    "section_type": "LEC",
    "instruction_mode": "Classroom Instruction",
    "capacity": 39,
    "enrolled": 39,
    "waitlisted": 0,
    "start_date": "2026-09-02 05:00:00+00:00",
    "end_date": "2026-12-09 06:00:00+00:00"
  }
]
```

### grade instructors

```json
[
  {
    "instructor_uid": "instructor_4342a35bfede115d67b62c49",
    "source": "madgrades",
    "source_instructor_id": "682267",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "JILL STEINBERG",
    "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": 18,
      "quality": 3.22,
      "difficulty": 2.72,
      "quality_count": 18,
      "difficulty_count": 18,
      "profile_id": "rmp:310040",
      "source_url": "https://www.ratemyprofessors.com/professor/310040",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:32:24.015955+00:00",
      "courses": {
        "course_215d003d56fbaa10ddadbf86": {
          "review_count": 2,
          "quality": 4,
          "difficulty": 3,
          "quality_count": 2,
          "difficulty_count": 2
        },
        "course_a11055fc6ae711bdc933bf4e": {
          "review_count": 1,
          "quality": 4,
          "difficulty": 3,
          "quality_count": 1,
          "difficulty_count": 1
        }
      },
      "bayesian_quality": 3.451413570287682,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.734,
      "graded": 727,
      "counts": [
        412,
        273,
        33,
        2,
        2,
        3,
        2
      ],
      "sections": 25
    },
    "instructor_url": "/instructors/JILL_STEINBERG"
  },
  {
    "instructor_uid": "instructor_ca657e9ecd4855db2c67739e",
    "source": "madgrades",
    "source_instructor_id": "344599",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "KRISTY ANN BURKHOLDER",
    "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": 3.644,
      "graded": 3603,
      "counts": [
        2294,
        633,
        423,
        100,
        92,
        34,
        27
      ],
      "sections": 88
    },
    "instructor_url": "/instructors/KRISTY_ANN_BURKHOLDER"
  },
  {
    "instructor_uid": "instructor_6c51a2c7e30ea008406d37e7",
    "source": "madgrades",
    "source_instructor_id": "313328",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "MICHAEL CASALI",
    "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": 3.686,
      "graded": 59,
      "counts": [
        37,
        14,
        6,
        1,
        0,
        0,
        1
      ],
      "sections": 2
    },
    "instructor_url": "/instructors/MICHAEL_CASALI"
  },
  {
    "instructor_uid": "instructor_b764b3179fe70f2b71d2b43e",
    "source": "madgrades",
    "source_instructor_id": "4835446",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "HEATHER KIRKORIAN",
    "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": {
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### grades

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    "course_uid": "course_215d003d56fbaa10ddadbf86",
    "term_id": "1124",
    "term_name": "Spring 2012",
    "instructors": [
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    "a": 21,
    "ab": 5,
    "b": 3,
    "bc": 1,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
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    "source_aliases": [
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  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "HDFS 469",
    "course_uid": "course_215d003d56fbaa10ddadbf86",
    "term_id": "1132",
    "term_name": "Fall 2012",
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    "a": 21,
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    "b": 2,
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    "source_aliases": [
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  {
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    "observed_at": "2026-09-07 15:55:43.033547+00:00",
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    "source_aliases": [
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  {
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    "source_aliases": [
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  {
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    "observed_at": "2026-09-07 15:55:43.033547+00:00",
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    "course_uid": "course_215d003d56fbaa10ddadbf86",
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    "term_name": "Spring 2018",
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    "a": 33,
    "ab": 7,
    "b": 2,
    "bc": 0,
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    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
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    "total": 43,
    "source_aliases": [
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  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "HDFS 469",
    "course_uid": "course_215d003d56fbaa10ddadbf86",
    "term_id": "1192",
    "term_name": "Fall 2018",
    "instructors": [
      "Polina Levchenko"
    ],
    "a": 20,
    "ab": 9,
    "b": 4,
    "bc": 3,
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    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
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    "total": 38,
    "source_aliases": [
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  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "HDFS 469",
    "course_uid": "course_215d003d56fbaa10ddadbf86",
    "term_id": "1194",
    "term_name": "Spring 2019",
    "instructors": [
      "Polina Levchenko"
    ],
    "a": 29,
    "ab": 7,
    "b": 4,
    "bc": 1,
    "c": 4,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
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    "total": 45,
    "source_aliases": [
      "HDFS 469"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "HDFS 469",
    "course_uid": "course_215d003d56fbaa10ddadbf86",
    "term_id": "1202",
    "term_name": "Fall 2019",
    "instructors": [
      "Polina Levchenko"
    ],
    "a": 29,
    "ab": 7,
    "b": 2,
    "bc": 0,
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    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
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    "total": 39,
    "source_aliases": [
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  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "HDFS 469",
    "course_uid": "course_215d003d56fbaa10ddadbf86",
    "term_id": "1204",
    "term_name": "Spring 2020",
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      "Polina Levchenko"
    ],
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    "ab": 4,
    "b": 4,
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    "source_aliases": [
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  {
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    "observed_at": "2026-09-07 15:55:43.033547+00:00",
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    "course_uid": "course_215d003d56fbaa10ddadbf86",
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    "term_name": "Fall 2020",
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    "ab": 1,
    "b": 0,
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    "source_aliases": [
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  },
  {
    "run_id": "20260907T155543-ce3781c4",
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    "observed_at": "2026-09-07 15:55:43.033547+00:00",
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    "course_uid": "course_215d003d56fbaa10ddadbf86",
    "term_id": "1222",
    "term_name": "Fall 2021",
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      "Polina Levchenko"
    ],
    "a": 32,
    "ab": 6,
    "b": 2,
    "bc": 0,
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    "source_aliases": [
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  },
  {
    "run_id": "20260907T155543-ce3781c4",
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    "course_uid": "course_215d003d56fbaa10ddadbf86",
    "term_id": "1224",
    "term_name": "Spring 2022",
    "instructors": [
      "EMMI LOHRENTZ",
      "Polina Levchenko"
    ],
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    "b": 2,
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    "source_aliases": [
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  },
  {
    "run_id": "20260907T155543-ce3781c4",
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    "observed_at": "2026-09-07 15:55:43.033547+00:00",
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    "course_uid": "course_215d003d56fbaa10ddadbf86",
    "term_id": "1232",
    "term_name": "Fall 2022",
    "instructors": [
      "Polina Levchenko"
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    "a": 33,
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    "source_aliases": [
      "HDFS 469"
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  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "HDFS 469",
    "course_uid": "course_215d003d56fbaa10ddadbf86",
    "term_id": "1234",
    "term_name": "Spring 2023",
    "instructors": [
      "LAURA KOCH",
      "Polina Levchenko"
    ],
    "a": 29,
    "ab": 5,
    "b": 0,
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    "source_aliases": [
      "HDFS 469"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "HDFS 469",
    "course_uid": "course_215d003d56fbaa10ddadbf86",
    "term_id": "1242",
    "term_name": "Fall 2023",
    "instructors": [
      "HUNG-YANG CHEN",
      "Polina Levchenko"
    ],
    "a": 56,
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    "b": 7,
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    "c": 1,
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    "satisfactory": 0,
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    "total": 76,
    "source_aliases": [
      "HDFS 469"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "HDFS 469",
    "course_uid": "course_215d003d56fbaa10ddadbf86",
    "term_id": "1244",
    "term_name": "Spring 2024",
    "instructors": [
      "HUNG-YANG CHEN",
      "Polina Levchenko"
    ],
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    "source_aliases": [
      "HDFS 469"
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  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "HDFS 469",
    "course_uid": "course_215d003d56fbaa10ddadbf86",
    "term_id": "1252",
    "term_name": "Fall 2024",
    "instructors": [
      "Andrea Buhler",
      "Polina Levchenko"
    ],
    "a": 61,
    "ab": 4,
    "b": 3,
    "bc": 2,
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    "source_aliases": [
      "HDFS 469"
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  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "HDFS 469",
    "course_uid": "course_215d003d56fbaa10ddadbf86",
    "term_id": "1254",
    "term_name": "Spring 2025",
    "instructors": [
      "Andrea Buhler",
      "Polina Levchenko"
    ],
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    "source_aliases": [
      "HDFS 469"
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  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "HDFS 469",
    "course_uid": "course_215d003d56fbaa10ddadbf86",
    "term_id": "1262",
    "term_name": "Fall 2025",
    "instructors": [
      "Polina Levchenko"
    ],
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    "source_aliases": [
      "HDFS 469"
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  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "HDFS 469",
    "course_uid": "course_215d003d56fbaa10ddadbf86",
    "term_id": "1264",
    "term_name": "Spring 2026",
    "instructors": [
      "Andrea Buhler",
      "Kira Lee-Genzel"
    ],
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    "ab": 3,
    "b": 2,
    "bc": 0,
    "c": 2,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
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    "not_reported": 0,
    "other": 0,
    "total": 39,
    "source_aliases": [
      "HDFS 469"
    ]
  }
]
```

### statistics

#### gpa

3.743

#### graded

1249

#### counts

* 900
* 203
* 86
* 20
* 24
* 8
* 8

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_215d003d56fbaa10ddadbf86-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_215d003d56fbaa10ddadbf86-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_215d003d56fbaa10ddadbf86-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_215d003d56fbaa10ddadbf86-0.json)

#### reviews

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_215d003d56fbaa10ddadbf86-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_215d003d56fbaa10ddadbf86-0.json)

#### meetings

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_215d003d56fbaa10ddadbf86-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_215d003d56fbaa10ddadbf86-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_215d003d56fbaa10ddadbf86-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_215d003d56fbaa10ddadbf86-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## context

### all

#### term



#### gpa

3.7425940752602083

#### count

1249

#### university

##### size

5652

##### gpa Percentile

51

##### count Percentile

88

##### median Count

206

##### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 0     | false   |
| 2.4–2.8 | 7     | false   |
| 2.8–3.2 | 353   | false   |
| 3.2–3.6 | 1518  | false   |
| 3.6–4.0 | 3774  | true    |

#### departments

```json
[
  {
    "subject": "HDFS",
    "comparison": {
      "size": 29,
      "gpaPercentile": 36,
      "countPercentile": 79,
      "medianCount": 370,
      "histogram": [
        {
          "range": "0.0–0.4",
          "count": 0,
          "current": false
        },
        {
          "range": "0.4–0.8",
          "count": 0,
          "current": false
        },
        {
          "range": "0.8–1.2",
          "count": 0,
          "current": false
        },
        {
          "range": "1.2–1.6",
          "count": 0,
          "current": false
        },
        {
          "range": "1.6–2.0",
          "count": 0,
          "current": false
        },
        {
          "range": "2.0–2.4",
          "count": 0,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 0,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 0,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 1,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 28,
          "current": true
        }
      ]
    }
  }
]
```

### terms

#### 1072

##### term

1072

##### gpa

3.5

##### count

29

##### departments

| subject | comparison |
| ------- | ---------- |
| HDFS    |            |

#### 1074

##### term

1074

##### gpa

3.5555555555555554

##### count

27

##### departments

| subject | comparison |
| ------- | ---------- |
| HDFS    |            |

#### 1082

##### term

1082

##### gpa

3.7

##### count

30

##### university

###### size

723

###### gpa Percentile

78

###### count Percentile

0

###### 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   | false   |
| 3.6–4.0 | 204   | true    |

##### departments

| subject | comparison |
| ------- | ---------- |
| HDFS    |            |

#### 1084

##### term

1084

##### gpa

3.793103448275862

##### count

29

##### departments

| subject | comparison |
| ------- | ---------- |
| HDFS    |            |

#### 1092

##### term

1092

##### gpa

3.7037037037037037

##### count

27

##### departments

| subject | comparison |
| ------- | ---------- |
| HDFS    |            |

#### 1094

##### term

1094

##### gpa

3.814814814814815

##### count

27

##### departments

| subject | comparison |
| ------- | ---------- |
| HDFS    |            |

#### 1102

##### term

1102

##### gpa

3.703125

##### count

32

##### university

###### size

774

###### gpa Percentile

79

###### count Percentile

4

###### median Count

67

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 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   | false   |
| 3.6–4.0 | 235   | true    |

##### departments

| subject | comparison |
| ------- | ---------- |
| HDFS    |            |

#### 1112

##### term

1112

##### gpa

3.5892857142857144

##### count

28

##### departments

| subject | comparison |
| ------- | ---------- |
| HDFS    |            |

#### 1114

##### term

1114

##### gpa

3.5166666666666666

##### count

30

##### university

###### size

804

###### gpa Percentile

64

###### count Percentile

0

###### 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   | true    |
| 3.6–4.0 | 227   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| HDFS    |            |

#### 1122

##### term

1122

##### gpa

3.913793103448276

##### count

29

##### departments

| subject | comparison |
| ------- | ---------- |
| HDFS    |            |

#### 1124

##### term

1124

##### gpa

3.7666666666666666

##### count

30

##### university

###### size

821

###### gpa Percentile

77

###### count Percentile

0

###### median Count

67

###### histogram

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

##### departments

| subject | comparison |
| ------- | ---------- |
| HDFS    |            |

#### 1132

##### term

1132

##### gpa

3.683333333333333

##### count

30

##### university

###### size

851

###### gpa Percentile

75

###### count Percentile

0

###### 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   | false   |
| 3.6–4.0 | 272   | true    |

##### departments

| subject | comparison |
| ------- | ---------- |
| HDFS    |            |

#### 1162

##### term

1162

##### gpa

3.72972972972973

##### count

37

##### university

###### size

954

###### gpa Percentile

76

###### count Percentile

14

###### 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   | false   |
| 3.6–4.0 | 345   | true    |

##### departments

| subject | comparison |
| ------- | ---------- |
| HDFS    |            |

#### 1172

##### term

1172

##### gpa

3.880952380952381

##### count

42

##### university

###### size

991

###### gpa Percentile

86

###### count Percentile

24

###### median Count

67

###### histogram

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

##### departments

| subject | comparison |
| ------- | ---------- |
| HDFS    |            |

#### 1182

##### term

1182

##### gpa

3.858974358974359

##### count

39

##### university

###### size

1025

###### gpa Percentile

85

###### count Percentile

15

###### 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   | false   |
| 3.6–4.0 | 418   | true    |

##### departments

| subject | comparison |
| ------- | ---------- |
| HDFS    |            |

#### 1184

##### term

1184

##### gpa

3.8255813953488373

##### count

43

##### university

###### size

1010

###### gpa Percentile

80

###### count Percentile

24

###### 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 |
| ------- | ---------- |
| HDFS    |            |

#### 1192

##### term

1192

##### gpa

3.5526315789473686

##### count

38

##### university

###### size

1077

###### gpa Percentile

50

###### count Percentile

17

###### 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 |
| ------- | ---------- |
| HDFS    |            |

#### 1194

##### term

1194

##### gpa

3.6222222222222222

##### count

45

##### university

###### size

1040

###### gpa Percentile

58

###### 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   | false   |
| 3.6–4.0 | 454   | true    |

##### departments

| subject | comparison |
| ------- | ---------- |
| HDFS    |            |

#### 1202

##### term

1202

##### gpa

3.8076923076923075

##### count

39

##### university

###### size

1102

###### gpa Percentile

77

###### count Percentile

18

###### median Count

68

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 1     | false   |
| 2.4–2.8 | 14    | false   |
| 2.8–3.2 | 218   | false   |
| 3.2–3.6 | 371   | false   |
| 3.6–4.0 | 498   | true    |

##### departments

| subject | comparison |
| ------- | ---------- |
| HDFS    |            |

#### 1204

##### term

1204

##### gpa

3.9310344827586206

##### count

87

##### university

###### size

1012

###### gpa Percentile

79

###### count Percentile

64

###### 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 |
| ------- | ---------- |
| HDFS    |            |

#### 1212

##### term

1212

##### gpa

3.9148936170212765

##### count

47

##### university

###### size

1111

###### gpa Percentile

85

###### count Percentile

31

###### median Count

68

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 0     | false   |
| 2.4–2.8 | 4     | false   |
| 2.8–3.2 | 159   | false   |
| 3.2–3.6 | 337   | false   |
| 3.6–4.0 | 611   | true    |

##### departments

| subject | comparison |
| ------- | ---------- |
| HDFS    |            |

#### 1222

##### term

1222

##### gpa

3.8292682926829267

##### count

41

##### university

###### size

1157

###### gpa Percentile

75

###### count Percentile

24

###### median Count

64

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 1     | false   |
| 2.4–2.8 | 17    | false   |
| 2.8–3.2 | 174   | false   |
| 3.2–3.6 | 351   | false   |
| 3.6–4.0 | 614   | true    |

##### departments

| subject | comparison |
| ------- | ---------- |
| HDFS    |            |

#### 1224

##### term

1224

##### gpa

3.8333333333333335

##### count

39

##### university

###### size

1171

###### gpa Percentile

74

###### count Percentile

20

###### median Count

64

###### histogram

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

##### departments

| subject | comparison |
| ------- | ---------- |
| HDFS    |            |

#### 1232

##### term

1232

##### gpa

3.9078947368421053

##### count

38

##### university

###### size

1216

###### gpa Percentile

83

###### count Percentile

17

###### 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   | false   |
| 3.6–4.0 | 670   | true    |

##### departments

| subject | comparison |
| ------- | ---------- |
| HDFS    |            |

#### 1234

##### term

1234

##### gpa

3.6794871794871793

##### count

39

##### university

###### size

1188

###### gpa Percentile

53

###### count Percentile

19

###### median Count

65

###### histogram

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

##### departments

| subject | comparison |
| ------- | ---------- |
| HDFS    |            |

#### 1242

##### term

1242

##### gpa

3.6973684210526314

##### count

76

##### university

###### size

1295

###### gpa Percentile

53

###### count Percentile

55

###### median Count

67

###### histogram

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

##### departments

```json
[
  {
    "subject": "HDFS",
    "comparison": {
      "size": 13,
      "gpaPercentile": 25,
      "countPercentile": 75,
      "medianCount": 39,
      "histogram": [
        {
          "range": "0.0–0.4",
          "count": 0,
          "current": false
        },
        {
          "range": "0.4–0.8",
          "count": 0,
          "current": false
        },
        {
          "range": "0.8–1.2",
          "count": 0,
          "current": false
        },
        {
          "range": "1.2–1.6",
          "count": 0,
          "current": false
        },
        {
          "range": "1.6–2.0",
          "count": 0,
          "current": false
        },
        {
          "range": "2.0–2.4",
          "count": 0,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 0,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 0,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 2,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 11,
          "current": true
        }
      ]
    }
  }
]
```

#### 1244

##### term

1244

##### gpa

3.448717948717949

##### count

39

##### university

###### size

1241

###### gpa Percentile

29

###### count Percentile

20

###### 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   | true    |
| 3.6–4.0 | 706   | false   |

##### departments

```json
[
  {
    "subject": "HDFS",
    "comparison": {
      "size": 15,
      "gpaPercentile": 0,
      "countPercentile": 43,
      "medianCount": 39,
      "histogram": [
        {
          "range": "0.0–0.4",
          "count": 0,
          "current": false
        },
        {
          "range": "0.4–0.8",
          "count": 0,
          "current": false
        },
        {
          "range": "0.8–1.2",
          "count": 0,
          "current": false
        },
        {
          "range": "1.2–1.6",
          "count": 0,
          "current": false
        },
        {
          "range": "1.6–2.0",
          "count": 0,
          "current": false
        },
        {
          "range": "2.0–2.4",
          "count": 0,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 0,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 0,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 2,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 13,
          "current": false
        }
      ]
    }
  }
]
```

#### 1252

##### term

1252

##### gpa

3.7534246575342465

##### count

73

##### university

###### size

1333

###### gpa Percentile

59

###### count Percentile

52

###### 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

```json
[
  {
    "subject": "HDFS",
    "comparison": {
      "size": 12,
      "gpaPercentile": 45,
      "countPercentile": 73,
      "medianCount": 51,
      "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": 0,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 12,
          "current": true
        }
      ]
    }
  }
]
```

#### 1254

##### term

1254

##### gpa

3.6791044776119404

##### count

67

##### university

###### size

1289

###### gpa Percentile

49

###### count Percentile

50

###### 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

```json
[
  {
    "subject": "HDFS",
    "comparison": {
      "size": 12,
      "gpaPercentile": 9,
      "countPercentile": 45,
      "medianCount": 69.5,
      "histogram": [
        {
          "range": "0.0–0.4",
          "count": 0,
          "current": false
        },
        {
          "range": "0.4–0.8",
          "count": 0,
          "current": false
        },
        {
          "range": "0.8–1.2",
          "count": 0,
          "current": false
        },
        {
          "range": "1.2–1.6",
          "count": 0,
          "current": false
        },
        {
          "range": "1.6–2.0",
          "count": 0,
          "current": false
        },
        {
          "range": "2.0–2.4",
          "count": 0,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 0,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 0,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 1,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 11,
          "current": true
        }
      ]
    }
  }
]
```

#### 1262

##### term

1262

##### gpa

3.6363636363636362

##### count

33

##### university

###### size

1320

###### gpa Percentile

43

###### count Percentile

7

###### 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

```json
[
  {
    "subject": "HDFS",
    "comparison": {
      "size": 11,
      "gpaPercentile": 10,
      "countPercentile": 10,
      "medianCount": 48,
      "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": 0,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 11,
          "current": true
        }
      ]
    }
  }
]
```

#### 1264

##### term

1264

##### gpa

3.8076923076923075

##### count

39

##### university

###### size

1283

###### gpa Percentile

64

###### count Percentile

18

###### 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

```json
[
  {
    "subject": "HDFS",
    "comparison": {
      "size": 11,
      "gpaPercentile": 60,
      "countPercentile": 0,
      "medianCount": 56,
      "histogram": [
        {
          "range": "0.0–0.4",
          "count": 0,
          "current": false
        },
        {
          "range": "0.4–0.8",
          "count": 0,
          "current": false
        },
        {
          "range": "0.8–1.2",
          "count": 0,
          "current": false
        },
        {
          "range": "1.2–1.6",
          "count": 0,
          "current": false
        },
        {
          "range": "1.6–2.0",
          "count": 0,
          "current": false
        },
        {
          "range": "2.0–2.4",
          "count": 0,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 0,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 0,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 1,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 10,
          "current": true
        }
      ]
    }
  }
]
```

### benchmarks

#### all

##### school

###### size

5652

###### gpa

3.676924132012249

###### top Share

82.89498680316461

###### count

206

##### HDFS

###### size

29

###### gpa

3.795715599654391

###### top Share

90.65231524959232

###### count

370

#### 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

##### 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

##### 1162

###### school

###### size

954

###### gpa

3.43726781345039

###### top Share

68.05645304987395

###### count

64.5

##### 1172

###### school

###### size

991

###### gpa

3.465129042641772

###### top Share

69.42600667567366

###### count

67

##### 1182

###### school

###### size

1025

###### gpa

3.474159360325319

###### top Share

70.34861441764347

###### count

69

##### 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

###### HDFS

###### size

13

###### gpa

3.7660316859768184

###### top Share

87.69896723080787

###### count

39

##### 1244

###### school

###### size

1241

###### gpa

3.5975573126929192

###### top Share

78.29036874847135

###### count

65

###### HDFS

###### size

15

###### gpa

3.7640267826325347

###### top Share

88.1517341760321

###### count

39

##### 1252

###### school

###### size

1333

###### gpa

3.619494049739118

###### top Share

79.71442190500672

###### count

69

###### HDFS

###### size

12

###### gpa

3.7848627604057277

###### top Share

89.15277536295575

###### count

51

##### 1254

###### school

###### size

1289

###### gpa

3.6126423469389106

###### top Share

79.48050408754871

###### count

66

###### HDFS

###### size

12

###### gpa

3.768674830095458

###### top Share

90.09042838421236

###### count

69.5

##### 1262

###### school

###### size

1320

###### gpa

3.628825763035853

###### top Share

80.21118846327654

###### count

70

###### HDFS

###### size

11

###### gpa

3.7951759200763022

###### top Share

89.43953856051053

###### count

48

##### 1264

###### school

###### size

1283

###### gpa

3.6229729166451925

###### top Share

80.13669149396227

###### count

66

###### HDFS

###### size

11

###### gpa

3.750282512213454

###### top Share

89.38398590404022

###### count

56

## instructor Trends

```json
[
  {
    "uid": "instructor_522c759e7b1765a00237b89e",
    "name": "POLINA LEVCHENKO",
    "count": 628,
    "terms": [
      {
        "term": "1192",
        "count": 38,
        "sections": 1,
        "gpa": 3.5526315789473686
      },
      {
        "term": "1194",
        "count": 45,
        "sections": 1,
        "gpa": 3.6222222222222222
      },
      {
        "term": "1202",
        "count": 39,
        "sections": 1,
        "gpa": 3.8076923076923075
      },
      {
        "term": "1204",
        "count": 87,
        "sections": 2,
        "gpa": 3.9310344827586206
      },
      {
        "term": "1212",
        "count": 47,
        "sections": 1,
        "gpa": 3.9148936170212765
      },
      {
        "term": "1222",
        "count": 41,
        "sections": 1,
        "gpa": 3.8292682926829267
      },
      {
        "term": "1224",
        "count": 39,
        "sections": 1,
        "gpa": 3.8333333333333335
      },
      {
        "term": "1232",
        "count": 38,
        "sections": 1,
        "gpa": 3.9078947368421053
      },
      {
        "term": "1234",
        "count": 39,
        "sections": 1,
        "gpa": 3.6794871794871793
      },
      {
        "term": "1242",
        "count": 76,
        "sections": 2,
        "gpa": 3.6973684210526314
      },
      {
        "term": "1244",
        "count": 39,
        "sections": 1,
        "gpa": 3.448717948717949
      },
      {
        "term": "1252",
        "count": 36,
        "sections": 1,
        "gpa": 3.6666666666666665
      },
      {
        "term": "1254",
        "count": 31,
        "sections": 1,
        "gpa": 3.6129032258064515
      },
      {
        "term": "1262",
        "count": 33,
        "sections": 1,
        "gpa": 3.6363636363636362
      }
    ]
  },
  {
    "uid": "instructor_b764b3179fe70f2b71d2b43e",
    "name": "HEATHER KIRKORIAN",
    "count": 118,
    "terms": [
      {
        "term": "1112",
        "count": 28,
        "sections": 1,
        "gpa": 3.5892857142857144
      },
      {
        "term": "1114",
        "count": 30,
        "sections": 1,
        "gpa": 3.5166666666666666
      },
      {
        "term": "1124",
        "count": 30,
        "sections": 1,
        "gpa": 3.7666666666666666
      },
      {
        "term": "1132",
        "count": 30,
        "sections": 1,
        "gpa": 3.683333333333333
      }
    ]
  },
  {
    "uid": "instructor_5e435f525a4dbdbb19d25ec0",
    "name": "HUNG-YANG CHEN",
    "count": 115,
    "terms": [
      {
        "term": "1242",
        "count": 76,
        "sections": 2,
        "gpa": 3.6973684210526314
      },
      {
        "term": "1244",
        "count": 39,
        "sections": 1,
        "gpa": 3.448717948717949
      }
    ]
  },
  {
    "uid": "instructor_3d5f175d8148060bbd573c93",
    "name": "ANDREA BUHLER",
    "count": 112,
    "terms": [
      {
        "term": "1252",
        "count": 37,
        "sections": 1,
        "gpa": 3.8378378378378377
      },
      {
        "term": "1254",
        "count": 36,
        "sections": 1,
        "gpa": 3.736111111111111
      },
      {
        "term": "1264",
        "count": 39,
        "sections": 1,
        "gpa": 3.8076923076923075
      }
    ]
  },
  {
    "uid": "instructor_ca657e9ecd4855db2c67739e",
    "name": "KRISTY ANN BURKHOLDER",
    "count": 88,
    "terms": [
      {
        "term": "1074",
        "count": 27,
        "sections": 1,
        "gpa": 3.5555555555555554
      },
      {
        "term": "1084",
        "count": 29,
        "sections": 1,
        "gpa": 3.793103448275862
      },
      {
        "term": "1102",
        "count": 32,
        "sections": 1,
        "gpa": 3.703125
      }
    ]
  },
  {
    "uid": "instructor_4342a35bfede115d67b62c49",
    "name": "JILL STEINBERG",
    "count": 86,
    "terms": [
      {
        "term": "1072",
        "count": 29,
        "sections": 1,
        "gpa": 3.5
      },
      {
        "term": "1082",
        "count": 30,
        "sections": 1,
        "gpa": 3.7
      },
      {
        "term": "1092",
        "count": 27,
        "sections": 1,
        "gpa": 3.7037037037037037
      }
    ]
  },
  {
    "uid": "instructor_0cc47142f3c0d656ea67b47c",
    "name": "CAROLYN LIESEN",
    "count": 82,
    "terms": [
      {
        "term": "1182",
        "count": 39,
        "sections": 1,
        "gpa": 3.858974358974359
      },
      {
        "term": "1184",
        "count": 43,
        "sections": 1,
        "gpa": 3.8255813953488373
      }
    ]
  },
  {
    "uid": "instructor_1d02d4e2394a93328fb625f5",
    "name": "PAIGE BUSSANICH",
    "count": 42,
    "terms": [
      {
        "term": "1172",
        "count": 42,
        "sections": 1,
        "gpa": 3.880952380952381
      }
    ]
  },
  {
    "uid": "instructor_1731f6e43d69e52d9486e8c6",
    "name": "EMMI LOHRENTZ",
    "count": 39,
    "terms": [
      {
        "term": "1224",
        "count": 39,
        "sections": 1,
        "gpa": 3.8333333333333335
      }
    ]
  },
  {
    "uid": "instructor_517a9b6127f56105dff52695",
    "name": "LAURA KOCH",
    "count": 39,
    "terms": [
      {
        "term": "1234",
        "count": 39,
        "sections": 1,
        "gpa": 3.6794871794871793
      }
    ]
  },
  {
    "uid": "instructor_5921dc6e7d381ab72d02cf15",
    "name": "KIRA LEE-GENZEL",
    "count": 39,
    "terms": [
      {
        "term": "1264",
        "count": 39,
        "sections": 1,
        "gpa": 3.8076923076923075
      }
    ]
  },
  {
    "uid": "instructor_fdce767cf4d249bee1cf30e4",
    "name": "LAUREN LEWIS",
    "count": 37,
    "terms": [
      {
        "term": "1162",
        "count": 37,
        "sections": 1,
        "gpa": 3.72972972972973
      }
    ]
  },
  {
    "uid": "instructor_c6a78137e13c60cd2373da95",
    "name": "MARGARET HAGERMAN",
    "count": 29,
    "terms": [
      {
        "term": "1122",
        "count": 29,
        "sections": 1,
        "gpa": 3.913793103448276
      }
    ]
  },
  {
    "uid": "instructor_6c51a2c7e30ea008406d37e7",
    "name": "MICHAEL CASALI",
    "count": 27,
    "terms": [
      {
        "term": "1094",
        "count": 27,
        "sections": 1,
        "gpa": 3.814814814814815
      }
    ]
  }
]
```

## following

None recorded.

## projection

### target

1272

### interval

#### lower

3.57

#### upper

3.91

#### coverage

80

#### terms

5

### gpa

3.7406977480398624

### grades

| grade | percentage         |
| ----- | ------------------ |
| A     | 74.68027391537886  |
| AB    | 13.5051997846693   |
| B     | 6.831896355451014  |
| BC    | 1.1530197965949542 |
| C     | 1.7751437097405196 |
| D     | 1.1519539188067958 |
| F     | 0.9025125193585501 |

### source Terms

* 1262
* 1252
* 1242
* 1232
* 1222

### source Count

261

### same Season

true

### historical Range

* 3.6363636363636367
* 3.9078947368421053

### backtest

#### terms

5

#### gpa Error

0.09741282340234463

#### mix Error

10.416225116231862
