# MEDPHYS 581: Laboratory for Medical Imaging with Ionizing Radiation | UW–Madison [View on UW Courses](https://uwcourses.com/courses/MEDPHYS_581) ## Dataset ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ### repository twangodev/uwcourses ### schema version 6 ### importer version 7 ### projection id 52a78527ff09011d88cb04c7d43867d9fbfec2930bf1dd2ec359ebd2844e0b07 ### observed at 2026-09-07T15:55:43.033547+00:00 ### built at 2026-09-10T19:50:42.743001+00:00 ### courses 8951 ### current instructors 5754 ### limited false ### terms * 1272 * 1264 * 1262 * 1254 * 1252 * 1244 * 1242 * 1234 * 1232 * 1224 * 1222 * 1212 * 1204 * 1202 * 1194 * 1192 * 1184 * 1182 * 1174 * 1172 * 1164 * 1162 * 1154 * 1152 * 1144 * 1142 * 1134 * 1132 * 1124 * 1122 * 1114 * 1112 * 1104 * 1102 * 1094 * 1092 * 1084 * 1082 * 1074 * 1072 ### term 1272 ### departments | subject | count | | --------- | ----- | | AAE | 90 | | ABT | 20 | | ACCTIS | 36 | | ACTSCI | 14 | | AFAERO | 10 | | AFRICAN | 87 | | AFROAMER | 71 | | AGROECOL | 21 | | AMERIND | 53 | | ANAT\&PHY | 7 | | ANATOMY | 2 | | ANESTHES | 8 | | ANSCI | 57 | | ANTHRO | 95 | | ART | 125 | | ARTED | 10 | | ARTHIST | 121 | | ASIALANG | 129 | | ASIAN | 109 | | ASIANAM | 28 | | ASTRON | 38 | | ATMOCN | 69 | | BIOCHEM | 51 | | BIOCORE | 10 | | BIOLOGY | 14 | | BIOMDSCI | 18 | | BME | 66 | | BMI | 41 | | BMOLCHEM | 10 | | BOTANY | 69 | | BSE | 44 | | C\&ESOC | 73 | | CBE | 48 | | CHEM | 101 | | CHICLA | 52 | | CIVENGR | 133 | | CLASSICS | 47 | | CNP | 10 | | CNSRSCI | 50 | | COMARTS | 137 | | COMPBIO | 15 | | COMPLIT | 11 | | COMPSCI | 138 | | COUNPSY | 78 | | CRB | 19 | | CS\&D | 71 | | CSCS | 40 | | CURRIC | 193 | | DANCE | 93 | | DERM | 8 | | DS | 88 | | DYSCI | 35 | | ECE | 155 | | ECON | 145 | | EDPOL | 114 | | EDPSYCH | 97 | | ELPA | 70 | | EMA | 53 | | EMERMED | 17 | | ENGL | 206 | | ENTOM | 40 | | ENVIRST | 148 | | EP | 15 | | EPD | 67 | | ESL | 16 | | F\&WECOL | 60 | | FAMMED | 22 | | FINANCE | 50 | | FOLKLORE | 40 | | FOODSCI | 43 | | FRENCH | 63 | | GEN\&WS | 145 | | GENBUS | 72 | | GENECSLR | 17 | | GENETICS | 60 | | GEOG | 113 | | GEOSCI | 83 | | GERMAN | 82 | | GLE | 48 | | GNS | 38 | | GREEK | 27 | | HDFS | 41 | | HEBR-BIB | 13 | | HEBR-MOD | 10 | | HISTORY | 233 | | HISTSCI | 56 | | HONCOL | 13 | | ILS | 43 | | INFOSYS | 9 | | INTEGART | 7 | | INTEGSCI | 22 | | INTER-AG | 18 | | INTER-HE | 11 | | INTER-LS | 22 | | INTEREGR | 16 | | INTLBUS | 21 | | INTLST | 50 | | ISYE | 83 | | ITALIAN | 53 | | JEWISH | 56 | | JOURN | 88 | | KINES | 128 | | LACIS | 26 | | LANDARC | 61 | | LATIN | 24 | | LAW | 120 | | LEGALST | 48 | | LINGUIS | 35 | | LIS | 89 | | LITTRANS | 78 | | LSC | 52 | | M\&ENVTOX | 7 | | MARKETNG | 62 | | MATH | 153 | | MDGENET | 8 | | ME | 130 | | MEDHIST | 43 | | MEDICINE | 60 | | MEDIEVAL | 32 | | MEDPHYS | 39 | | MEDSC-M | 29 | | MEDSC-V | 41 | | MHR | 68 | | MICROBIO | 45 | | MILSCI | 16 | | MM\&I | 22 | | MOLBIOL | 6 | | MS\&E | 59 | | MUSIC | 165 | | MUSPERF | 126 | | NAVSCI | 20 | | NE | 44 | | NEURODPT | 11 | | NEUROL | 7 | | NEURSURG | 4 | | NTP | 11 | | NURSING | 111 | | NUTRSCI | 65 | | OBS\&GYN | 18 | | OCCTHER | 39 | | ONCOLOGY | 14 | | OPHTHALM | 5 | | OTM | 43 | | PATH | 34 | | PATH-BIO | 29 | | PEDIAT | 26 | | PHARMACY | 31 | | PHILOS | 77 | | PHMCOL-M | 11 | | PHMPRAC | 45 | | PHMSCI | 60 | | PHYASST | 37 | | PHYSICS | 88 | | PHYSIOL | 3 | | PHYTHER | 37 | | PLANTSCI | 52 | | PLPATH | 35 | | POLISCI | 192 | | POPHLTH | 58 | | PORTUG | 33 | | PSYCH | 101 | | PSYCHIAT | 22 | | PUBAFFR | 54 | | PUBLHLTH | 23 | | RADIOL | 11 | | REALEST | 41 | | RELIGST | 90 | | RHABMED | 9 | | RMI | 24 | | RP\&SE | 102 | | S\&APHM | 17 | | SCANDST | 73 | | SLAVIC | 89 | | SOC | 149 | | SOCWORK | 87 | | SOILSCI | 46 | | SPANISH | 83 | | SRMED | 21 | | STAT | 94 | | STDYABRD | 52 | | STS | 8 | | SURGERY | 25 | | SURGSCI | 33 | | THEATRE | 91 | | URBRPL | 60 | | UROLOGY | 5 | | ZOOLOGY | 89 | ## course ### run id 20260907T155543-ce3781c4 ### semester 1272 ### observed at 2026-09-07 15:55:43.033547+00:00 ### record version id f7b16392a5c45c135192e43f68135e01f38aeca7eb59d9146bf35aa168b3d8e5 ### course id MEDPHYS 581 ### course uid course\_a97025c85b0b33cfddba621f ### catalog version id 7998e0a38ce49a83011c8b12131cbce6944bcdb2ddbb7364ff4a0d8e78a3bd28 ### course number 581 ### subjects * MEDPHYS ### title LABORATORY FOR MEDICAL IMAGING WITH IONIZING RADIATION ### description Presents concepts and principles on the physics of medical radiographic imaging systems, based on the transmission of x-rays. Emphasis is placed on understanding the operation of imaging equipment and how it is used in clinical applications. Evaluation of imaging systems, optimization of their use and design and the solution of image quality problems is investigated. ### requirements text B M E/​MED PHYS  580 ### credits min 1 ### credits max 1 ### credit offering ids * 1272:621:026219 ### llm job id enrich-8b774950c2b6adfdc46d1b82 ### llm output id a0018a101901a294c3fc91d52928a81aa2d21794cf9e82d2b41c81c8f20c12e2 ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary Laboratory course on the physics of medical radiographic imaging systems based on x-ray transmission. ### llm topics * Physics of medical radiographic imaging systems. * Clinical applications of imaging systems. * Image quality problems and solutions. ### llm skills * Understanding operation of imaging equipment. * Evaluating and optimizing imaging systems. * Solving image quality problems. ### llm assumed background * Foundational physics of medical imaging systems using high energy photons. ### llm search phrases * medical imaging physics * x-ray imaging systems * radiographic imaging principles * image quality optimization ### llm requirements status valid ### llm student summary status valid ### llm experience status insufficient\_evidence ### catalog variants None recorded. ### student summary #### context hash 2fec4277f80c5097ebaa960f3c4225ef499d1a37545b5c4ea49b10436875b133 #### course id MEDPHYS 581 #### current instructors ```json [ { "instructor_uid": "instructor_b27a7d2fcf212c86f85a5721", "message": "No course-specific reviews available", "name": "Andrea Houck", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [ { "citations": [ { "course_id": "MEDPHYS 581", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "d1dc8bff-599e-3e30-95f2-8409bc224835", "source_record": { "entity_id": "d1dc8bff-599e-3e30-95f2-8409bc224835", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ], "text": "Recent recorded grades — Fall 2025: 3.97 GPA, 100.0% A/AB (n=19 letter grades). Includes jointly taught sections." } ] }, { "instructor_uid": "instructor_3e474c3899ce14cfc7335f82", "message": "No course-specific reviews available", "name": "Timothy Szczykutowicz", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [] } ] ``` #### 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 — Fall 2023: 3.90 GPA, 100.0% A/AB (n=24 letter grades); Fall 2024: 4.00 GPA, 100.0% A/AB (n=15 letter grades); Fall 2025: 3.97 GPA, 100.0% A/AB (n=19 letter grades). ```json { "citations": [ { "course_id": "MEDPHYS 581", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "d1dc8bff-599e-3e30-95f2-8409bc224835", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "MEDPHYS 581", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "d1dc8bff-599e-3e30-95f2-8409bc224835", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "MEDPHYS 581", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "d1dc8bff-599e-3e30-95f2-8409bc224835", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1262", "type": "grade" } ] } ``` #### student experience None recorded. #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history ANDREA HOUCK is recorded teaching in Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "MEDPHYS 581", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "d1dc8bff-599e-3e30-95f2-8409bc224835", "source_record": { "entity_id": "d1dc8bff-599e-3e30-95f2-8409bc224835", "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": null, "course": { "course_number": 580, "minimum_grade": null, "subjects": [ "BME", "MEDPHYS" ], "timing": "prior" }, "evidence": "B M E/MED PHYS 580", "id": "n0", "kind": "course" } ] ``` #### notes None recorded. #### root n0 #### status parsed ### instructors | instructor\_uid | source | source\_instructor\_id | identity\_basis | identity\_status | name | email | first\_observed\_at | last\_observed\_at | instructor\_url | | ------------------------------------ | ---------- | ---------------------- | --------------- | ------------------ | --------------------- | ---------------------- | -------------------------------- | -------------------------------- | ----------------------------------- | | instructor\_b27a7d2fcf212c86f85a5721 | enrollment | ahouck2 | netid | source\_identified | Andrea Houck | AHOUCK2\@WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/ANDREA\_HOUCK | | instructor\_3e474c3899ce14cfc7335f82 | enrollment | szczykutowic | netid | source\_identified | Timothy Szczykutowicz | SZCZYKUTOWIC\@WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/TIMOTHY\_SZCZYKUTOWICZ | ### offerings ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:621:026219", "course_id": "MEDPHYS 581", "course_uid": "course_a97025c85b0b33cfddba621f", "term_id": "1272", "source_course_id": "026219", "source_subject_id": "621", "title": "Laboratory for Medical Imaging with Ionizing Radiation", "credits_min": 1, "credits_max": 1, "typically_offered": "Not Applicable" } ] ``` ### sections ```json [ { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:26280", "term_id": "1272", "source_section_id": "26280", "identity_basis": "class_number", "section_number": "002", "section_type": "LAB", "instruction_mode": "Classroom Instruction", "capacity": 21, "enrolled": 10, "waitlisted": 0, "start_date": "2026-09-02 05:00:00+00:00", "end_date": "2026-12-09 06:00:00+00:00" }, { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:26298", "term_id": "1272", "source_section_id": "26298", "identity_basis": "class_number", "section_number": "301", "section_type": "DIS", "instruction_mode": "Classroom Instruction", "capacity": 6, "enrolled": 6, "waitlisted": 0, "start_date": "2026-09-02 05:00:00+00:00", "end_date": "2026-12-09 06:00:00+00:00" }, { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:30830", "term_id": "1272", "source_section_id": "30830", "identity_basis": "class_number", "section_number": "303", "section_type": "DIS", "instruction_mode": "Classroom Instruction", "capacity": 6, "enrolled": 4, "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_e4762511c938af103041105a", "source": "madgrades", "source_instructor_id": "341720", "identity_basis": "source_id", "identity_status": "source_identified", "name": "FRANK NUNZIO RANALLO", "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": 3.967, "graded": 90, "counts": [ 84, 6, 0, 0, 0, 0, 0 ], "sections": 28 }, "instructor_url": "/instructors/FRANK_NUNZIO_RANALLO" }, { "instructor_uid": "instructor_a1e90324a59a7d543eadf58c", "source": "madgrades", "source_instructor_id": "6454686", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ANDREA HOUCK", "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": 3.974, "graded": 19, "counts": [ 18, 1, 0, 0, 0, 0, 0 ], "sections": 1 }, "instructor_url": "/instructors/ANDREA_HOUCK--instructor_a1e90324a59a7d543eadf58c" }, { "instructor_uid": "instructor_3e474c3899ce14cfc7335f82", "source": "enrollment", "source_instructor_id": "szczykutowic", "identity_basis": "netid", "identity_status": "source_identified", "name": "Timothy Szczykutowicz", "email": "SZCZYKUTOWIC@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/TIMOTHY_SZCZYKUTOWICZ" }, { "instructor_uid": "instructor_b27a7d2fcf212c86f85a5721", "source": "enrollment", "source_instructor_id": "ahouck2", "identity_basis": "netid", "identity_status": "source_identified", "name": "Andrea Houck", "email": "AHOUCK2@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/ANDREA_HOUCK" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MEDPHYS 581", "course_uid": "course_a97025c85b0b33cfddba621f", "term_id": "1232", "term_name": "Fall 2022", "instructors": [ "Frank Ranallo" ], "a": 18, "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": 18, "source_aliases": [ "MEDPHYS 581" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MEDPHYS 581", "course_uid": "course_a97025c85b0b33cfddba621f", "term_id": "1242", "term_name": "Fall 2023", "instructors": [ "Frank Ranallo" ], "a": 19, "ab": 5, "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": 24, "source_aliases": [ "MEDPHYS 581" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MEDPHYS 581", "course_uid": "course_a97025c85b0b33cfddba621f", "term_id": "1252", "term_name": "Fall 2024", "instructors": [ "Frank Ranallo" ], "a": 15, "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": 15, "source_aliases": [ "MEDPHYS 581" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MEDPHYS 581", "course_uid": "course_a97025c85b0b33cfddba621f", "term_id": "1262", "term_name": "Fall 2025", "instructors": [ "Andrea Houck", "Frank Ranallo" ], "a": 18, "ab": 1, "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": 19, "source_aliases": [ "MEDPHYS 581" ] } ] ``` ### statistics #### gpa 3.961 #### graded 76 #### counts * 70 * 6 * 0 * 0 * 0 * 0 * 0 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_a97025c85b0b33cfddba621f-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_a97025c85b0b33cfddba621f-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_a97025c85b0b33cfddba621f-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_a97025c85b0b33cfddba621f-0.json) #### meetings * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_a97025c85b0b33cfddba621f-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_a97025c85b0b33cfddba621f-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_a97025c85b0b33cfddba621f-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_a97025c85b0b33cfddba621f-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.960526315789474 #### count 76 #### university ##### size 2734 ##### gpa Percentile 85 ##### count Percentile 37 ##### median Count 105 ##### 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 | 6 | false | | 2.8–3.2 | 183 | false | | 3.2–3.6 | 704 | false | | 3.6–4.0 | 1840 | true | #### departments ```json [ { "subject": "MEDPHYS", "comparison": { "size": 13, "gpaPercentile": 67, "countPercentile": 25, "medianCount": 81, "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 } ] } } ] ``` ### terms #### 1232 ##### term 1232 ##### gpa 4 ##### count 18 ##### departments | subject | comparison | | ------- | ---------- | | MEDPHYS | | #### 1242 ##### term 1242 ##### gpa 3.8958333333333335 ##### count 24 ##### departments | subject | comparison | | ------- | ---------- | | MEDPHYS | | #### 1252 ##### term 1252 ##### gpa 4 ##### count 15 ##### departments | subject | comparison | | ------- | ---------- | | MEDPHYS | | #### 1262 ##### term 1262 ##### gpa 3.973684210526316 ##### count 19 ##### departments | subject | comparison | | ------- | ---------- | | MEDPHYS | | ### benchmarks #### all ##### school ###### size 2734 ###### gpa 3.6828436876066126 ###### top Share 83.37648184927653 ###### count 105 ##### MEDPHYS ###### size 13 ###### gpa 3.836176619462577 ###### top Share 92.11406417170272 ###### count 81 #### terms ##### 1232 ###### school ###### size 1216 ###### gpa 3.575457431972425 ###### top Share 77.33712216234007 ###### count 66 ##### 1242 ###### school ###### size 1295 ###### gpa 3.595302892737449 ###### top Share 78.36291889885307 ###### count 67 ##### 1252 ###### school ###### size 1333 ###### gpa 3.619494049739118 ###### top Share 79.71442190500672 ###### count 69 ##### 1262 ###### school ###### size 1320 ###### gpa 3.628825763035853 ###### top Share 80.21118846327654 ###### count 70 ## instructor Trends ```json [ { "uid": "instructor_e4762511c938af103041105a", "name": "FRANK NUNZIO RANALLO", "count": 76, "terms": [ { "term": "1232", "count": 18, "sections": 1, "gpa": 4 }, { "term": "1242", "count": 24, "sections": 1, "gpa": 3.8958333333333335 }, { "term": "1252", "count": 15, "sections": 1, "gpa": 4 }, { "term": "1262", "count": 19, "sections": 1, "gpa": 3.973684210526316 } ] }, { "uid": "instructor_a1e90324a59a7d543eadf58c", "name": "ANDREA HOUCK", "count": 19, "terms": [ { "term": "1262", "count": 19, "sections": 1, "gpa": 3.973684210526316 } ] } ] ``` ## following None recorded.