# INFOSYS 424: Systems Analysis and Design | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/INFOSYS_424)

## 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
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* 1222
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* 1204
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* 1194
* 1192
* 1184
* 1182
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* 1172
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* 1122
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* 1112
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* 1102
* 1094
* 1092
* 1084
* 1082
* 1074
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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

d675d2a9bebdc715588dd57383ef7e4d44fdf568beda8acd12629390d2ba821f

### course id

INFOSYS 424

### course uid

course\_8afedafd2e582994e41965e5

### catalog version id

ac76423edf62ff009c2e6e7abc3ad3cfc93e3e921af1fa01f1a5c1cb5f9be52a

### course number

424

### subjects

* INFOSYS

### title

SYSTEMS ANALYSIS AND DESIGN

### description

Applied principles and techniques of information systems development including requirements identification and analysis, process and data modeling, team communication and collaboration, and system testing.

### requirements text

INFO SYS 322(422 prior to Fall 2023) andINFO SYS 371

### credits min

3

### credits max

3

### credit offering ids

* 1272:234:003086

### llm job id

enrich-8b774950c2b6adfdc46d1b82

### llm output id

758c202fbfb002b0983e0197435aded893f043345de1dd67fde515cdef1e31a4

### llm model

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

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

SYSTEMS ANALYSIS AND DESIGN teaches applied principles of information systems development, including requirements analysis, modeling, collaboration, and testing.

### llm topics

* Requirements identification and analysis
* Process and data modeling
* Team communication and collaboration
* System testing

### llm skills

* Requirements identification and analysis
* Process and data modeling
* Team communication and collaboration
* System testing

### llm assumed background

* Database design and SQL querying
* Web application development and design concepts

### llm search phrases

* systems analysis design
* requirements engineering
* process modeling
* data modeling
* system testing
* team collaboration

### llm requirements status

needs\_review

### llm student summary status

valid

### llm experience status

insufficient\_evidence

### catalog variants

None recorded.

### student summary

#### context hash

6092836b93e7420d596c948960711574eefbb5e83964cd5e245f7335e9a4a0ee

#### course id

INFOSYS 424

#### current instructors

```json
[
  {
    "instructor_uid": "instructor_91de8e6e60e927d1d5de2622",
    "message": "No course-specific reviews available",
    "name": "Samer Khasawneh",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:3094213",
    "summary": [
      {
        "citations": [
          {
            "course_id": "INFOSYS 424",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "d83ff4a5-23a0-374b-81e4-a76693bb94cd",
            "source_record": {
              "entity_id": "d83ff4a5-23a0-374b-81e4-a76693bb94cd",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1254",
            "type": "grade"
          },
          {
            "course_id": "INFOSYS 424",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "d83ff4a5-23a0-374b-81e4-a76693bb94cd",
            "source_record": {
              "entity_id": "d83ff4a5-23a0-374b-81e4-a76693bb94cd",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1262",
            "type": "grade"
          },
          {
            "course_id": "INFOSYS 424",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "d83ff4a5-23a0-374b-81e4-a76693bb94cd",
            "source_record": {
              "entity_id": "d83ff4a5-23a0-374b-81e4-a76693bb94cd",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1264",
            "type": "grade"
          }
        ],
        "text": "Recent recorded grades — Spring 2025: 3.71 GPA, 89.7% A/AB (n=39 letter grades); Fall 2025: 3.63 GPA, 77.8% A/AB (n=27 letter grades); Spring 2026: 3.87 GPA, 94.9% A/AB (n=39 letter grades)."
      }
    ]
  }
]
```

#### difficulty workload

None recorded.

#### errors

None recorded.

#### historical context

None recorded.

#### message

No course-specific reviews available

#### offered

true

#### profile hash

5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02

#### quick take

Recent recorded grades — Spring 2025: 3.71 GPA, 89.7% A/AB (n=39 letter grades); Fall 2025: 3.63 GPA, 77.8% A/AB (n=27 letter grades); Spring 2026: 3.87 GPA, 94.9% A/AB (n=39 letter grades).

```json
{
  "citations": [
    {
      "course_id": "INFOSYS 424",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
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      },
      "table": "grades_latest",
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        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1264",
      "type": "grade"
    }
  ]
}
```

#### student experience

None recorded.

#### task hash

74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68

#### teaching history

SAMER KHASAWNEH is recorded teaching in Fall 2021, Spring 2022, Fall 2022, Spring 2023, Fall 2023, Spring 2024, Fall 2024, Spring 2025, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "INFOSYS 424",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
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        "file": "tables/observations.parquet",
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        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1222",
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      "course_id": "INFOSYS 424",
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      "section_number": 1,
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1224",
      "type": "grade"
    },
    {
      "course_id": "INFOSYS 424",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
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        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1232",
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    },
    {
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      "section_number": 1,
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1234",
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    },
    {
      "course_id": "INFOSYS 424",
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        "file": "tables/observations.parquet",
        "kind": "grades",
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      },
      "table": "section_grades_latest",
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    {
      "course_id": "INFOSYS 424",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
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      "source_record": {
        "entity_id": "d83ff4a5-23a0-374b-81e4-a76693bb94cd",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1252",
      "type": "grade"
    },
    {
      "course_id": "INFOSYS 424",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "d83ff4a5-23a0-374b-81e4-a76693bb94cd",
      "source_record": {
        "entity_id": "d83ff4a5-23a0-374b-81e4-a76693bb94cd",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1254",
      "type": "grade"
    },
    {
      "course_id": "INFOSYS 424",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "d83ff4a5-23a0-374b-81e4-a76693bb94cd",
      "source_record": {
        "entity_id": "d83ff4a5-23a0-374b-81e4-a76693bb94cd",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1262",
      "type": "grade"
    },
    {
      "course_id": "INFOSYS 424",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "d83ff4a5-23a0-374b-81e4-a76693bb94cd",
      "source_record": {
        "entity_id": "d83ff4a5-23a0-374b-81e4-a76693bb94cd",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1264",
      "type": "grade"
    }
  ]
}
```

#### term id

1272

#### term name

2026 Fall

#### version

2

### requirements

#### nodes

```json
[
  {
    "children": [
      "node1",
      "node2"
    ],
    "condition": null,
    "course": null,
    "evidence": "INFO SYS 322(422 prior to Fall 2023) andINFO SYS 371",
    "id": "root",
    "kind": "all"
  },
  {
    "children": [
      "node3",
      "node4"
    ],
    "condition": null,
    "course": null,
    "evidence": "INFO SYS 322(422 prior to Fall 2023)",
    "id": "node1",
    "kind": "any"
  },
  {
    "children": [],
    "condition": null,
    "course": {
      "course_number": 371,
      "minimum_grade": null,
      "subjects": [
        "INFOSYS"
      ],
      "timing": "prior"
    },
    "evidence": "INFO SYS 371",
    "id": "node2",
    "kind": "course"
  },
  {
    "children": [],
    "condition": null,
    "course": {
      "course_number": 322,
      "minimum_grade": null,
      "subjects": [
        "INFOSYS"
      ],
      "timing": "prior"
    },
    "evidence": "INFO SYS 322",
    "id": "node3",
    "kind": "course"
  },
  {
    "children": [],
    "condition": "422 prior to Fall 2023",
    "course": null,
    "evidence": "422 prior to Fall 2023",
    "id": "node4",
    "kind": "condition"
  }
]
```

#### notes

None recorded.

#### root

root

#### status

parsed

### instructors

| instructor\_uid                      | source     | source\_instructor\_id | identity\_basis | identity\_status   | name            | email                 | first\_observed\_at              | last\_observed\_at               | instructor\_url               |
| ------------------------------------ | ---------- | ---------------------- | --------------- | ------------------ | --------------- | --------------------- | -------------------------------- | -------------------------------- | ----------------------------- |
| instructor\_91de8e6e60e927d1d5de2622 | enrollment | sfkhasawneh            | netid           | source\_identified | Samer Khasawneh | SFKHASAWNEH\@WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/SAMER\_KHASAWNEH |

### offerings

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "offering_id": "1272:234:003086",
    "course_id": "INFOSYS 424",
    "course_uid": "course_8afedafd2e582994e41965e5",
    "term_id": "1272",
    "source_course_id": "003086",
    "source_subject_id": "234",
    "title": "Systems Analysis and Design",
    "credits_min": 3,
    "credits_max": 3,
    "typically_offered": "Spring"
  }
]
```

### sections

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:22481",
    "term_id": "1272",
    "source_section_id": "22481",
    "identity_basis": "class_number",
    "section_number": "001",
    "section_type": "LEC",
    "instruction_mode": "Classroom Instruction",
    "capacity": 50,
    "enrolled": 21,
    "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
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    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "SUNG KIM",
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    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "ratings": {
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      "source_url": "https://www.ratemyprofessors.com/professor/1839337",
      "match_basis": "exact_name",
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      "courses": {},
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  },
  {
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    "name": "SAMER KHASAWNEH",
    "email": null,
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  },
  {
    "instructor_uid": "instructor_91de8e6e60e927d1d5de2622",
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    "source_instructor_id": "sfkhasawneh",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Samer Khasawneh",
    "email": "SFKHASAWNEH@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/SAMER_KHASAWNEH"
  }
]
```

### grades

```json
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    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "INFOSYS 424",
    "course_uid": "course_8afedafd2e582994e41965e5",
    "term_id": "1222",
    "term_name": "Fall 2021",
    "instructors": [
      "Samer Khasawneh"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 0,
    "source_aliases": [
      "INFOSYS 424"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "INFOSYS 424",
    "course_uid": "course_8afedafd2e582994e41965e5",
    "term_id": "1224",
    "term_name": "Spring 2022",
    "instructors": [
      "Samer Khasawneh"
    ],
    "a": 19,
    "ab": 9,
    "b": 2,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 30,
    "source_aliases": [
      "INFOSYS 424"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "INFOSYS 424",
    "course_uid": "course_8afedafd2e582994e41965e5",
    "term_id": "1232",
    "term_name": "Fall 2022",
    "instructors": [
      "Samer Khasawneh"
    ],
    "a": 3,
    "ab": 1,
    "b": 3,
    "bc": 2,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 9,
    "source_aliases": [
      "INFOSYS 424"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "INFOSYS 424",
    "course_uid": "course_8afedafd2e582994e41965e5",
    "term_id": "1234",
    "term_name": "Spring 2023",
    "instructors": [
      "Samer Khasawneh"
    ],
    "a": 34,
    "ab": 7,
    "b": 1,
    "bc": 0,
    "c": 1,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 43,
    "source_aliases": [
      "INFOSYS 424"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "INFOSYS 424",
    "course_uid": "course_8afedafd2e582994e41965e5",
    "term_id": "1242",
    "term_name": "Fall 2023",
    "instructors": [
      "Samer Khasawneh"
    ],
    "a": 9,
    "ab": 2,
    "b": 1,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 12,
    "source_aliases": [
      "INFOSYS 424"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "INFOSYS 424",
    "course_uid": "course_8afedafd2e582994e41965e5",
    "term_id": "1244",
    "term_name": "Spring 2024",
    "instructors": [
      "Samer Khasawneh"
    ],
    "a": 25,
    "ab": 17,
    "b": 7,
    "bc": 2,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 51,
    "source_aliases": [
      "INFOSYS 424"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "INFOSYS 424",
    "course_uid": "course_8afedafd2e582994e41965e5",
    "term_id": "1252",
    "term_name": "Fall 2024",
    "instructors": [
      "Samer Khasawneh"
    ],
    "a": 12,
    "ab": 10,
    "b": 1,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 23,
    "source_aliases": [
      "INFOSYS 424"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "INFOSYS 424",
    "course_uid": "course_8afedafd2e582994e41965e5",
    "term_id": "1254",
    "term_name": "Spring 2025",
    "instructors": [
      "Samer Khasawneh"
    ],
    "a": 20,
    "ab": 15,
    "b": 4,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 39,
    "source_aliases": [
      "INFOSYS 424"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "INFOSYS 424",
    "course_uid": "course_8afedafd2e582994e41965e5",
    "term_id": "1262",
    "term_name": "Fall 2025",
    "instructors": [
      "Samer Khasawneh"
    ],
    "a": 14,
    "ab": 7,
    "b": 5,
    "bc": 1,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 27,
    "source_aliases": [
      "INFOSYS 424"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "INFOSYS 424",
    "course_uid": "course_8afedafd2e582994e41965e5",
    "term_id": "1264",
    "term_name": "Spring 2026",
    "instructors": [
      "Samer Khasawneh"
    ],
    "a": 31,
    "ab": 6,
    "b": 2,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 39,
    "source_aliases": [
      "INFOSYS 424"
    ]
  }
]
```

### statistics

#### gpa

3.697

#### graded

482

#### counts

* 268
* 148
* 57
* 6
* 3
* 0
* 0

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_8afedafd2e582994e41965e5-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_8afedafd2e582994e41965e5-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_8afedafd2e582994e41965e5-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_8afedafd2e582994e41965e5-0.json)

#### meetings

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_8afedafd2e582994e41965e5-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_8afedafd2e582994e41965e5-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_8afedafd2e582994e41965e5-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_8afedafd2e582994e41965e5-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## context

### all

#### term



#### gpa

3.6970954356846475

#### count

482

#### university

##### size

5569

##### gpa Percentile

46

##### count Percentile

73

##### median Count

193

##### 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 | 15    | false   |
| 2.8–3.2 | 354   | false   |
| 3.2–3.6 | 1511  | false   |
| 3.6–4.0 | 3689  | true    |

#### departments

| subject | comparison |
| ------- | ---------- |
| INFOSYS |            |

### terms

#### 1072

##### term

1072

##### gpa

3.9166666666666665

##### count

6

##### departments

| subject | comparison |
| ------- | ---------- |
| INFOSYS |            |

#### 1074

##### term

1074

##### gpa

3.875

##### count

8

##### departments

| subject | comparison |
| ------- | ---------- |
| INFOSYS |            |

#### 1082

##### term

1082

##### gpa

3.75

##### count

8

##### departments

| subject | comparison |
| ------- | ---------- |
| INFOSYS |            |

#### 1084

##### term

1084

##### gpa

3.5833333333333335

##### count

12

##### departments

| subject | comparison |
| ------- | ---------- |
| INFOSYS |            |

#### 1092

##### term

1092

##### gpa

3.8333333333333335

##### count

6

##### departments

| subject | comparison |
| ------- | ---------- |
| INFOSYS |            |

#### 1094

##### term

1094

##### gpa

3.8333333333333335

##### count

6

##### departments

| subject | comparison |
| ------- | ---------- |
| INFOSYS |            |

#### 1112

##### term

1112

##### gpa

3.75

##### count

6

##### departments

| subject | comparison |
| ------- | ---------- |
| INFOSYS |            |

#### 1114

##### term

1114

##### gpa

3.9285714285714284

##### count

7

##### departments

| subject | comparison |
| ------- | ---------- |
| INFOSYS |            |

#### 1124

##### term

1124

##### gpa

3.4615384615384617

##### count

13

##### departments

| subject | comparison |
| ------- | ---------- |
| INFOSYS |            |

#### 1134

##### term

1134

##### gpa

3.9166666666666665

##### count

6

##### departments

| subject | comparison |
| ------- | ---------- |
| INFOSYS |            |

#### 1144

##### term

1144

##### gpa

3.5416666666666665

##### count

12

##### departments

| subject | comparison |
| ------- | ---------- |
| INFOSYS |            |

#### 1154

##### term

1154

##### gpa

3.7142857142857144

##### count

14

##### departments

| subject | comparison |
| ------- | ---------- |
| INFOSYS |            |

#### 1164

##### term

1164

##### gpa

3.6818181818181817

##### count

11

##### departments

| subject | comparison |
| ------- | ---------- |
| INFOSYS |            |

#### 1174

##### term

1174

##### gpa

3.522727272727273

##### count

22

##### departments

| subject | comparison |
| ------- | ---------- |
| INFOSYS |            |

#### 1184

##### term

1184

##### gpa

3.264705882352941

##### count

17

##### departments

| subject | comparison |
| ------- | ---------- |
| INFOSYS |            |

#### 1194

##### term

1194

##### gpa

3.55

##### count

20

##### departments

| subject | comparison |
| ------- | ---------- |
| INFOSYS |            |

#### 1204

##### term

1204

##### gpa

3.757142857142857

##### count

35

##### university

###### size

1012

###### gpa Percentile

52

###### count Percentile

12

###### 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 |
| ------- | ---------- |
| INFOSYS |            |

#### 1224

##### term

1224

##### gpa

3.783333333333333

##### count

30

##### university

###### size

1171

###### gpa Percentile

68

###### count Percentile

0

###### 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 |
| ------- | ---------- |
| INFOSYS |            |

#### 1232

##### term

1232

##### gpa

3.2777777777777777

##### count

9

##### departments

| subject | comparison |
| ------- | ---------- |
| INFOSYS |            |

#### 1234

##### term

1234

##### gpa

3.8488372093023258

##### count

43

##### university

###### size

1188

###### gpa Percentile

74

###### count Percentile

27

###### 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 |
| ------- | ---------- |
| INFOSYS |            |

#### 1242

##### term

1242

##### gpa

3.8333333333333335

##### count

12

##### departments

| subject | comparison |
| ------- | ---------- |
| INFOSYS |            |

#### 1244

##### term

1244

##### gpa

3.6372549019607843

##### count

51

##### university

###### size

1241

###### gpa Percentile

48

###### count Percentile

37

###### 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 |
| ------- | ---------- |
| INFOSYS |            |

#### 1252

##### term

1252

##### gpa

3.739130434782609

##### count

23

##### departments

| subject | comparison |
| ------- | ---------- |
| INFOSYS |            |

#### 1254

##### term

1254

##### gpa

3.7051282051282053

##### count

39

##### university

###### size

1289

###### gpa Percentile

52

###### count Percentile

19

###### 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 |
| ------- | ---------- |
| INFOSYS |            |

#### 1262

##### term

1262

##### gpa

3.6296296296296298

##### count

27

##### departments

| subject | comparison |
| ------- | ---------- |
| INFOSYS |            |

#### 1264

##### term

1264

##### gpa

3.871794871794872

##### count

39

##### university

###### size

1283

###### gpa Percentile

75

###### 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

| subject | comparison |
| ------- | ---------- |
| INFOSYS |            |

### benchmarks

#### all

##### school

###### size

5569

###### gpa

3.673244184672745

###### top Share

82.67860517877763

###### count

193

#### 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

##### 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

##### 1134

###### school

###### size

852

###### gpa

3.4138934207568203

###### top Share

66.35946578182744

###### count

66

##### 1144

###### school

###### size

878

###### gpa

3.4092443327803017

###### top Share

65.95978235963416

###### count

64

##### 1154

###### school

###### size

935

###### gpa

3.4282378385810093

###### top Share

67.66674668721691

###### count

63

##### 1164

###### school

###### size

965

###### gpa

3.46491230798535

###### top Share

69.92376287143657

###### count

68

##### 1174

###### school

###### size

955

###### gpa

3.4597947384071412

###### top Share

69.5290038366363

###### count

69

##### 1184

###### school

###### size

1010

###### gpa

3.47925290354517

###### top Share

70.86270937115944

###### count

68

##### 1194

###### school

###### size

1040

###### gpa

3.4906527436719808

###### top Share

71.74728845515045

###### count

67

##### 1204

###### school

###### size

1012

###### gpa

3.703747431523761

###### top Share

84.59811226304916

###### count

65.5

##### 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_a869b6191f3e33dedabce485",
    "name": "SAMER KHASAWNEH",
    "count": 273,
    "terms": [
      {
        "term": "1224",
        "count": 30,
        "sections": 1,
        "gpa": 3.783333333333333
      },
      {
        "term": "1232",
        "count": 9,
        "sections": 1,
        "gpa": 3.2777777777777777
      },
      {
        "term": "1234",
        "count": 43,
        "sections": 1,
        "gpa": 3.8488372093023258
      },
      {
        "term": "1242",
        "count": 12,
        "sections": 1,
        "gpa": 3.8333333333333335
      },
      {
        "term": "1244",
        "count": 51,
        "sections": 1,
        "gpa": 3.6372549019607843
      },
      {
        "term": "1252",
        "count": 23,
        "sections": 1,
        "gpa": 3.739130434782609
      },
      {
        "term": "1254",
        "count": 39,
        "sections": 1,
        "gpa": 3.7051282051282053
      },
      {
        "term": "1262",
        "count": 27,
        "sections": 1,
        "gpa": 3.6296296296296298
      },
      {
        "term": "1264",
        "count": 39,
        "sections": 1,
        "gpa": 3.871794871794872
      }
    ]
  },
  {
    "uid": "instructor_9247372110aa710c96c2a1c0",
    "name": "RAFAEL LAZIMY",
    "count": 110,
    "terms": [
      {
        "term": "1092",
        "count": 6,
        "sections": 1,
        "gpa": 3.8333333333333335
      },
      {
        "term": "1112",
        "count": 6,
        "sections": 1,
        "gpa": 3.75
      },
      {
        "term": "1124",
        "count": 13,
        "sections": 1,
        "gpa": 3.4615384615384617
      },
      {
        "term": "1134",
        "count": 6,
        "sections": 1,
        "gpa": 3.9166666666666665
      },
      {
        "term": "1144",
        "count": 12,
        "sections": 1,
        "gpa": 3.5416666666666665
      },
      {
        "term": "1154",
        "count": 14,
        "sections": 1,
        "gpa": 3.7142857142857144
      },
      {
        "term": "1164",
        "count": 11,
        "sections": 1,
        "gpa": 3.6818181818181817
      },
      {
        "term": "1174",
        "count": 22,
        "sections": 1,
        "gpa": 3.522727272727273
      },
      {
        "term": "1194",
        "count": 20,
        "sections": 1,
        "gpa": 3.55
      }
    ]
  },
  {
    "uid": "instructor_8999804c792c7ac14055abfb",
    "name": "TERENCE OW",
    "count": 52,
    "terms": [
      {
        "term": "1184",
        "count": 17,
        "sections": 1,
        "gpa": 3.264705882352941
      },
      {
        "term": "1204",
        "count": 35,
        "sections": 1,
        "gpa": 3.757142857142857
      }
    ]
  },
  {
    "uid": "instructor_02d7394e3b3ccb4612ca5085",
    "name": "SUNG KIM",
    "count": 47,
    "terms": [
      {
        "term": "1072",
        "count": 6,
        "sections": 1,
        "gpa": 3.9166666666666665
      },
      {
        "term": "1074",
        "count": 8,
        "sections": 1,
        "gpa": 3.875
      },
      {
        "term": "1082",
        "count": 8,
        "sections": 1,
        "gpa": 3.75
      },
      {
        "term": "1084",
        "count": 12,
        "sections": 1,
        "gpa": 3.5833333333333335
      },
      {
        "term": "1094",
        "count": 6,
        "sections": 1,
        "gpa": 3.8333333333333335
      },
      {
        "term": "1114",
        "count": 7,
        "sections": 1,
        "gpa": 3.9285714285714284
      }
    ]
  }
]
```

## following

None recorded.

## projection

### target

1272

### gpa

3.773202807487048

### grades

| grade | percentage          |
| ----- | ------------------- |
| A     | 64.94241545573365   |
| AB    | 26.210751787276802  |
| B     | 7.746017194166111   |
| BC    | 0.7466099243124189  |
| C     | 0.35420563851100806 |
| D     | 0                   |
| F     | 0                   |

### source Terms

* 1264
* 1254
* 1244
* 1234
* 1224

### source Count

202

### same Season

false

### historical Range

* 3.637254901960784
* 3.871794871794872
