# PHYSICS 407: Advanced Laboratory | UW–Madison [View on UW Courses](https://uwcourses.com/courses/PHYSICS_407) ## 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 5cc8447ce91cbcac37bee5b3257fc70c1050f3afbf1c6a043f8aa9b45872bbc4 ### course id PHYSICS 407 ### course uid course\_3f1af170f24bc9b299cc383f ### catalog version id 83a5431947714b277d13d5e9d8c35a6b97e9df0f476a822d56213534bf0cd59d ### course number 407 ### subjects * PHYSICS ### title ADVANCED LABORATORY ### description Advanced experiments in classical and modern physics. Possible experiments include beta decay, muon lifetime, nuclear magnetic resonance, Stern-Gerlach atomic beam, Mossbauer scattering, velocity of light, Zeeman effect, and Compton scattering. Techniques for the statistical analysis of experimental data and keeping a proper research lab notebook are emphasized. Two (four) credit students will typically perform four (eight) experiments. ### requirements text PHYSICS 307 ### credits min 2 ### credits max 4 ### credit offering ids * 1272:754:015624 ### llm job id enrich-ecd149b6a6e0877fce2f3d1c ### llm output id af11b9ec1e56a6390dde10ebf3147aea0a741cfa6606b29f9b2dd2f140846134 ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary PHYSICS 407 is an advanced laboratory course covering classical and modern physics experiments with emphasis on statistical data analysis and research documentation. ### llm topics * Modern physics phenomena (beta decay, muon lifetime, NMR, etc.) * Statistical analysis of experimental data ### llm skills * Statistical analysis of experimental data * Research lab notebook documentation * Conducting advanced physics experiments ### llm assumed background * Statistical error analysis and propagation * General physics sequence (calculus-based) ### llm search phrases * advanced physics laboratory experiments * classical and modern physics lab * experimental data analysis physics * beta decay muon lifetime lab ### llm requirements status valid ### llm student summary status valid ### llm experience status valid ### catalog variants None recorded. ### student summary #### context hash c77454af2aefc7aa5cff9cd4f8d986c7e3785ce0bf9e6ab7d31989464a4f063c #### course id PHYSICS 407 #### current instructors ```json [ { "instructor_uid": "instructor_e8f650a982055b3e6041ead9", "message": "No course-specific reviews available", "name": "Alessandro Cunsolo", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:2868171", "summary": [ { "citations": [ { "course_id": "PHYSICS 407", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "dc0949da-bcd8-3842-acc2-ce51b6b58e18", "source_record": { "entity_id": "dc0949da-bcd8-3842-acc2-ce51b6b58e18", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "PHYSICS 407", "run_id": "20260907T155543-ce3781c4", "section_number": 3, "source_course_id": "dc0949da-bcd8-3842-acc2-ce51b6b58e18", "source_record": { "entity_id": "dc0949da-bcd8-3842-acc2-ce51b6b58e18", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "PHYSICS 407", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "dc0949da-bcd8-3842-acc2-ce51b6b58e18", "source_record": { "entity_id": "dc0949da-bcd8-3842-acc2-ce51b6b58e18", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "PHYSICS 407", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "dc0949da-bcd8-3842-acc2-ce51b6b58e18", "source_record": { "entity_id": "dc0949da-bcd8-3842-acc2-ce51b6b58e18", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" }, { "course_id": "PHYSICS 407", "run_id": "20260907T155543-ce3781c4", "section_number": 3, "source_course_id": "dc0949da-bcd8-3842-acc2-ce51b6b58e18", "source_record": { "entity_id": "dc0949da-bcd8-3842-acc2-ce51b6b58e18", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" } ], "text": "Recent recorded grades — Spring 2025: 3.92 GPA, 94.7% A/AB (n=19 letter grades); Fall 2025: 3.70 GPA, 80.0% A/AB (n=5 letter grades); Spring 2026: 3.69 GPA, 95.2% A/AB (n=21 letter grades). Includes jointly taught sections." } ] } ] ``` #### difficulty workload Historical reviews of Jim Reardon: Reviewers note that the work was challenging but independent, requiring students to solve problems on their own while receiving assistance when stuck. ```json { "citations": [ { "instructor_name": "Jim Reardon", "review_date": "2021-10-27 18:04:41 +0000 UTC", "review_id": "0ad35eac031c6c1eb7e5c373", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2691756", "source_review_id": "UmF0aW5nLTM1MTYxMzI0", "source_url": "https://www.ratemyprofessors.com/professor/2691756", "type": "review" }, { "instructor_name": "Jim Reardon", "review_date": "2021-12-13 08:25:35 +0000 UTC", "review_id": "39412ca29cb11d28aa8f39c7", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2691756", "source_review_id": "UmF0aW5nLTM1NDkzNzYx", "source_url": "https://www.ratemyprofessors.com/professor/2691756", "type": "review" } ] } ``` #### errors None recorded. #### historical context Historical reviews for Jim Reardon describe a supportive lab environment where he provided helpful feedback and allowed mistake corrections. Reviewers found him approachable and noted that his independent work style ensured students gained necessary lab skills, with one citing accommodations for COVID-19. ```json { "citations": [ { "instructor_name": "Jim Reardon", "review_date": "2021-10-27 18:04:41 +0000 UTC", "review_id": "0ad35eac031c6c1eb7e5c373", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2691756", "source_review_id": "UmF0aW5nLTM1MTYxMzI0", "source_url": "https://www.ratemyprofessors.com/professor/2691756", "type": "review" }, { "instructor_name": "Jim Reardon", "review_date": "2021-12-13 08:25:35 +0000 UTC", "review_id": "39412ca29cb11d28aa8f39c7", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2691756", "source_review_id": "UmF0aW5nLTM1NDkzNzYx", "source_url": "https://www.ratemyprofessors.com/professor/2691756", "type": "review" } ] } ``` #### offered true #### profile hash e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1 #### quick take Historical reviews for Jim Reardon describe a highly enjoyable and supportive lab experience where students felt prepared and appreciated the instructor's approachability and helpful feedback. ```json { "citations": [ { "instructor_name": "Jim Reardon", "review_date": "2021-10-27 18:04:41 +0000 UTC", "review_id": "0ad35eac031c6c1eb7e5c373", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2691756", "source_review_id": "UmF0aW5nLTM1MTYxMzI0", "source_url": "https://www.ratemyprofessors.com/professor/2691756", "type": "review" }, { "instructor_name": "Jim Reardon", "review_date": "2021-12-13 08:25:35 +0000 UTC", "review_id": "39412ca29cb11d28aa8f39c7", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2691756", "source_review_id": "UmF0aW5nLTM1NDkzNzYx", "source_url": "https://www.ratemyprofessors.com/professor/2691756", "type": "review" } ] } ``` Recent recorded grades — Spring 2025: 3.92 GPA, 94.7% A/AB (n=19 letter grades); Fall 2025: 3.70 GPA, 80.0% A/AB (n=5 letter grades); Spring 2026: 3.69 GPA, 95.2% A/AB (n=21 letter grades). ```json { "citations": [ { "course_id": "PHYSICS 407", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "dc0949da-bcd8-3842-acc2-ce51b6b58e18", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "PHYSICS 407", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "dc0949da-bcd8-3842-acc2-ce51b6b58e18", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "PHYSICS 407", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "dc0949da-bcd8-3842-acc2-ce51b6b58e18", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1264", "type": "grade" } ] } ``` #### student experience Historical reviews of Jim Reardon: Students valued the independent nature of the lab work, the helpful feedback provided in lab books, and the instructor's willingness to allow mistake corrections. ```json { "citations": [ { "instructor_name": "Jim Reardon", "review_date": "2021-10-27 18:04:41 +0000 UTC", "review_id": "0ad35eac031c6c1eb7e5c373", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2691756", "source_review_id": "UmF0aW5nLTM1MTYxMzI0", "source_url": "https://www.ratemyprofessors.com/professor/2691756", "type": "review" }, { "instructor_name": "Jim Reardon", "review_date": "2021-12-13 08:25:35 +0000 UTC", "review_id": "39412ca29cb11d28aa8f39c7", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2691756", "source_review_id": "UmF0aW5nLTM1NDkzNzYx", "source_url": "https://www.ratemyprofessors.com/professor/2691756", "type": "review" } ] } ``` #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history ALESSANDRO CUNSOLO is recorded teaching in Spring 2022, Spring 2023, Spring 2024, Spring 2025, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "PHYSICS 407", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "dc0949da-bcd8-3842-acc2-ce51b6b58e18", "source_record": { "entity_id": "dc0949da-bcd8-3842-acc2-ce51b6b58e18", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1224", "type": "grade" }, { "course_id": "PHYSICS 407", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "dc0949da-bcd8-3842-acc2-ce51b6b58e18", "source_record": { "entity_id": "dc0949da-bcd8-3842-acc2-ce51b6b58e18", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1224", "type": "grade" }, { "course_id": "PHYSICS 407", "run_id": "20260907T155543-ce3781c4", "section_number": 3, "source_course_id": "dc0949da-bcd8-3842-acc2-ce51b6b58e18", "source_record": { "entity_id": "dc0949da-bcd8-3842-acc2-ce51b6b58e18", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1224", "type": "grade" }, { "course_id": "PHYSICS 407", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "dc0949da-bcd8-3842-acc2-ce51b6b58e18", "source_record": { "entity_id": "dc0949da-bcd8-3842-acc2-ce51b6b58e18", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1234", "type": "grade" }, { "course_id": "PHYSICS 407", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "dc0949da-bcd8-3842-acc2-ce51b6b58e18", "source_record": { "entity_id": "dc0949da-bcd8-3842-acc2-ce51b6b58e18", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1234", "type": "grade" }, { "course_id": "PHYSICS 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"type": "grade" }, { "course_id": "PHYSICS 407", "run_id": "20260907T155543-ce3781c4", "section_number": 3, "source_course_id": "dc0949da-bcd8-3842-acc2-ce51b6b58e18", "source_record": { "entity_id": "dc0949da-bcd8-3842-acc2-ce51b6b58e18", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "PHYSICS 407", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "dc0949da-bcd8-3842-acc2-ce51b6b58e18", "source_record": { "entity_id": "dc0949da-bcd8-3842-acc2-ce51b6b58e18", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" }, { "course_id": "PHYSICS 407", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "dc0949da-bcd8-3842-acc2-ce51b6b58e18", "source_record": { "entity_id": "dc0949da-bcd8-3842-acc2-ce51b6b58e18", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" }, { "course_id": "PHYSICS 407", "run_id": "20260907T155543-ce3781c4", "section_number": 3, "source_course_id": "dc0949da-bcd8-3842-acc2-ce51b6b58e18", "source_record": { "entity_id": "dc0949da-bcd8-3842-acc2-ce51b6b58e18", "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": [], "condition": null, "course": { "course_number": 307, "minimum_grade": null, "subjects": [ "PHYSICS" ], "timing": "prior" }, "evidence": "PHYSICS 307", "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\_e8f650a982055b3e6041ead9 | enrollment | cunsolo | netid | source\_identified | Alessandro Cunsolo | CUNSOLO\@WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/ALESSANDRO\_CUNSOLO | ### offerings ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:754:015624", "course_id": "PHYSICS 407", "course_uid": "course_3f1af170f24bc9b299cc383f", "term_id": "1272", "source_course_id": "015624", "source_subject_id": "754", "title": "Advanced Laboratory", "credits_min": 2, "credits_max": 4, "typically_offered": "Spring" } ] ``` ### sections ```json [ { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:29924", "term_id": "1272", "source_section_id": "29924", "identity_basis": "class_number", "section_number": "001", "section_type": "LAB", "instruction_mode": "Classroom Instruction", "capacity": 12, "enrolled": 7, "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_28a5bdc27ac5d92a7662f45c", "source": "madgrades", "source_instructor_id": "2600279", "identity_basis": "source_id", "identity_status": "source_identified", "name": "RICHARD PREPOST", "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": 3.155, "graded": 103, "counts": [ 30, 26, 23, 12, 7, 1, 4 ], "sections": 6 }, "instructor_url": "/instructors/RICHARD_PREPOST" }, { "instructor_uid": "instructor_a85a756d071b6eda8897234d", "source": "madgrades", "source_instructor_id": "4187680", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ROBERT MCDERMOTT", "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": 12, "quality": 2.17, "difficulty": 3.25, "quality_count": 12, "difficulty_count": 12, "profile_id": "rmp:1786369", "source_url": "https://www.ratemyprofessors.com/professor/1786369", "match_basis": "exact_name", "observed_at": "2026-09-07 16:09:34.302886+00:00", "courses": {}, "bayesian_quality": 3.101053614716622, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.234, "graded": 1249, "counts": [ 371, 304, 284, 175, 93, 16, 6 ], "sections": 91 }, "instructor_url": "/instructors/ROBERT_MCDERMOTT--instructor_a85a756d071b6eda8897234d" }, { "instructor_uid": "instructor_89247a7c96c3f8dfd4004449", "source": "madgrades", "source_instructor_id": "4398828", "identity_basis": "source_id", "identity_status": "source_identified", "name": "STEFAN WESTERHOFF", "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": 16, "quality": 4.94, "difficulty": 3.5, "quality_count": 16, "difficulty_count": 16, "profile_id": "rmp:1304665", "source_url": "https://www.ratemyprofessors.com/professor/1304665", "match_basis": "exact_name", "observed_at": "2026-09-07 16:05:03.074062+00:00", "courses": { "course_d1341e0b9824e63e21c5b17b": { "review_count": 3, "quality": 5, "difficulty": 3.33, "quality_count": 3, "difficulty_count": 3 }, "course_836e8ea19df9fe1516e4ecc4": { "review_count": 1, "quality": 5, "difficulty": 3, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 4.228714324192554, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.16, "graded": 835, "counts": [ 239, 200, 199, 98, 62, 17, 20 ], "sections": 46 }, "instructor_url": "/instructors/STEFAN_WESTERHOFF--instructor_89247a7c96c3f8dfd4004449" }, { "instructor_uid": "instructor_c1cb288f6e4aeffa9e5c2a0a", "source": "madgrades", "source_instructor_id": "515995", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MARK ERIKSSON", "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": 17, "quality": 4, "difficulty": 3, "quality_count": 17, "difficulty_count": 17, "profile_id": "rmp:337292", "source_url": "https://www.ratemyprofessors.com/professor/337292", "match_basis": "exact_name", "observed_at": "2026-09-07 16:20:38.427623+00:00", "courses": { "course_d1341e0b9824e63e21c5b17b": { "review_count": 6, "quality": 3.83, "difficulty": 2.83, "quality_count": 6, "difficulty_count": 6 }, "course_836e8ea19df9fe1516e4ecc4": { "review_count": 1, "quality": 3, "difficulty": 4, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.816046369484646, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.242, "graded": 921, "counts": [ 354, 129, 260, 57, 87, 22, 12 ], "sections": 74 }, "instructor_url": "/instructors/MARK_ERIKSSON--instructor_c1cb288f6e4aeffa9e5c2a0a" }, { "instructor_uid": "instructor_6c1c209a1333093c21f41c16", "source": "madgrades", "source_instructor_id": "4910954", "identity_basis": "source_id", "identity_status": "source_identified", "name": "REINA MARUYAMA", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "ratings": { "review_count": 1, "quality": 3, "difficulty": 2, "quality_count": 1, "difficulty_count": 1, "profile_id": "rmp:1552578", "source_url": "https://www.ratemyprofessors.com/professor/1552578", "match_basis": "exact_name", "observed_at": "2026-09-07 16:10:15.088399+00:00", "courses": {}, "bayesian_quality": 3.6282721748062814, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 2.996, "graded": 387, "counts": [ 91, 67, 87, 58, 72, 11, 1 ], "sections": 11 }, "instructor_url": "/instructors/REINA_MARUYAMA--instructor_6c1c209a1333093c21f41c16" }, { "instructor_uid": "instructor_a5561325a731944d54957989", "source": "madgrades", "source_instructor_id": "996354", "identity_basis": "source_id", "identity_status": "source_identified", "name": "DAN MC CAMMON", "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": 11, "quality": 2, "difficulty": 3.82, "quality_count": 11, "difficulty_count": 11, "profile_id": "rmp:1118441", "source_url": "https://www.ratemyprofessors.com/professor/1118441", "match_basis": "exact_name", "observed_at": "2026-09-07 16:43:00.735268+00:00", "courses": { "course_3896d5f4d3f708994b298a89": { "review_count": 1, "quality": 5, "difficulty": 5, "quality_count": 1, "difficulty_count": 1 }, "course_1c85f94a1b200cadc1e755b0": { "review_count": 1, "quality": 3, "difficulty": 4, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.070765021642965, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.235, "graded": 879, "counts": [ 225, 285, 218, 79, 37, 21, 14 ], "sections": 107 }, "instructor_url": "/instructors/DAN_MC_CAMMON--instructor_a5561325a731944d54957989" }, { "instructor_uid": "instructor_d9fdb1e69433073c60ec38d4", "source": "madgrades", "source_instructor_id": "3465053", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JUSTIN VANDENBROUCKE", "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": 7, "quality": 4.14, "difficulty": 2.29, "quality_count": 7, "difficulty_count": 7, "profile_id": "rmp:2192498", "source_url": "https://www.ratemyprofessors.com/professor/2192498", "match_basis": "exact_name", "observed_at": "2026-09-07 16:29:18.823061+00:00", "courses": { "course_8f18f98dbf0c944ea0381465": { "review_count": 4, "quality": 3.75, "difficulty": 2.5, "quality_count": 4, "difficulty_count": 4 } }, "bayesian_quality": 3.784211691515996, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.337, "graded": 653, "counts": [ 212, 198, 131, 66, 39, 2, 5 ], "sections": 54 }, "instructor_url": "/instructors/JUSTIN_VANDENBROUCKE--instructor_d9fdb1e69433073c60ec38d4" }, { "instructor_uid": "instructor_e6c0a472d59bb1e32f818712", "source": "madgrades", "source_instructor_id": "3574843", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JAMES REARDON", "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": 1096, "counts": [ 773, 131, 80, 48, 31, 21, 12 ], "sections": 33 }, "instructor_url": "/instructors/JAMES_REARDON--instructor_e6c0a472d59bb1e32f818712" }, { "instructor_uid": "instructor_7be860de79ae382618c88a13", "source": "madgrades", "source_instructor_id": "1361971", "identity_basis": "source_id", "identity_status": "source_identified", "name": "VICTOR BRAR", "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": 11, "quality": 3.27, "difficulty": 3.55, "quality_count": 11, "difficulty_count": 11, "profile_id": "rmp:2210765", "source_url": "https://www.ratemyprofessors.com/professor/2210765", "match_basis": "exact_name", "observed_at": "2026-09-07 16:00:08.505257+00:00", "courses": { "course_36d9c27edb0bc1bf4e9c79a2": { "review_count": 3, "quality": 2.33, "difficulty": 3.33, "quality_count": 3, "difficulty_count": 3 }, "course_0102faba3a6a173105857f06": { "review_count": 5, "quality": 3.2, "difficulty": 3.6, "quality_count": 5, "difficulty_count": 5 } }, "bayesian_quality": 3.521410182933287, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.188, "graded": 4459, "counts": [ 1304, 983, 934, 722, 455, 40, 21 ], "sections": 62 }, "instructor_url": "/instructors/VICTOR_BRAR--instructor_7be860de79ae382618c88a13" }, { "instructor_uid": "instructor_8a85ed796883648a6f8f2b59", "source": "madgrades", "source_instructor_id": "6383340", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ALESSANDRO CUNSOLO", "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": 3.35, "graded": 917, "counts": [ 371, 194, 156, 118, 69, 8, 1 ], "sections": 33 }, "instructor_url": "/instructors/ALESSANDRO_CUNSOLO--instructor_8a85ed796883648a6f8f2b59" }, { "instructor_uid": "instructor_0271b0ec47297d35a7d7ecb5", "source": "madgrades", "source_instructor_id": "2601733", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MARK RZCHOWSKI", "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": 36, "quality": 4.19, "difficulty": 3.17, "quality_count": 36, "difficulty_count": 36, "profile_id": "rmp:549770", "source_url": "https://www.ratemyprofessors.com/professor/549770", "match_basis": "exact_name", "observed_at": "2026-09-07 16:20:30.788895+00:00", "courses": { "course_d1341e0b9824e63e21c5b17b": { "review_count": 1, "quality": 5, "difficulty": 4, "quality_count": 1, "difficulty_count": 1 }, "course_f927cf89d32d2a8a10f47b03": { "review_count": 1, "quality": 5, "difficulty": 3, "quality_count": 1, "difficulty_count": 1 }, "course_97eb7bb938ff9affa3643b19": { "review_count": 10, "quality": 3.5, "difficulty": 3.7, "quality_count": 10, "difficulty_count": 10 }, "course_670b7c6260e3596c7f89904c": { "review_count": 1, "quality": 3, "difficulty": 3, "quality_count": 1, "difficulty_count": 1 }, "course_0a6dafcdaeb7c047d94f694f": { "review_count": 1, "quality": 5, "difficulty": 5, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 4.000602065552355, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.133, "graded": 5336, "counts": [ 1213, 1229, 1461, 894, 425, 97, 17 ], "sections": 101 }, "instructor_url": "/instructors/MARK_RZCHOWSKI--instructor_0271b0ec47297d35a7d7ecb5" }, { "instructor_uid": "instructor_cb92f52363980d54a678aeff", "source": "madgrades", "source_instructor_id": "6490156", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ROMAN KUZMIN", "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": 9, "quality": 4.78, "difficulty": 3, "quality_count": 9, "difficulty_count": 9, "profile_id": "rmp:2989987", "source_url": "https://www.ratemyprofessors.com/professor/2989987", "match_basis": "exact_name", "observed_at": "2026-09-07 16:09:11.751679+00:00", "courses": { "course_aa45660f057a2b2997243229": { "review_count": 9, "quality": 4.78, "difficulty": 3, "quality_count": 9, "difficulty_count": 9 } }, "bayesian_quality": 4.0073695058942045, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.485, "graded": 261, "counts": [ 131, 56, 43, 15, 9, 5, 2 ], "sections": 26 }, "instructor_url": "/instructors/ROMAN_KUZMIN--instructor_cb92f52363980d54a678aeff" }, { "instructor_uid": "instructor_e8f650a982055b3e6041ead9", "source": "enrollment", "source_instructor_id": "cunsolo", "identity_basis": "netid", "identity_status": "source_identified", "name": "Alessandro Cunsolo", "email": "CUNSOLO@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/ALESSANDRO_CUNSOLO" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PHYSICS 407", "course_uid": "course_3f1af170f24bc9b299cc383f", "term_id": "1074", "term_name": "Spring 2007", "instructors": [ "RICHARD PREPOST", "Robert McDermott" ], "a": 4, "ab": 11, "b": 3, "bc": 0, "c": 0, "d": 0, "f": 1, "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": [ "PHYSICS 407" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PHYSICS 407", "course_uid": "course_3f1af170f24bc9b299cc383f", "term_id": "1084", "term_name": "Spring 2008", "instructors": [ "RICHARD PREPOST", "STEFAN WESTERHOFF" ], "a": 6, "ab": 2, "b": 1, "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": 10, "source_aliases": [ "PHYSICS 407" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PHYSICS 407", "course_uid": "course_3f1af170f24bc9b299cc383f", "term_id": "1094", "term_name": "Spring 2009", "instructors": [ "RICHARD PREPOST", "Robert McDermott" ], "a": 3, "ab": 5, "b": 7, "bc": 0, "c": 0, "d": 0, "f": 1, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 16, "source_aliases": [ "PHYSICS 407" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PHYSICS 407", "course_uid": "course_3f1af170f24bc9b299cc383f", "term_id": "1104", "term_name": "Spring 2010", "instructors": [ "Mark Eriksson", "Robert McDermott" ], "a": 5, "ab": 5, "b": 2, "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": 13, "source_aliases": [ "PHYSICS 407" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PHYSICS 407", "course_uid": "course_3f1af170f24bc9b299cc383f", "term_id": "1114", "term_name": "Spring 2011", "instructors": [ "Mark Eriksson", "Robert McDermott" ], "a": 6, "ab": 9, "b": 9, "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": [ "PHYSICS 407" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PHYSICS 407", "course_uid": "course_3f1af170f24bc9b299cc383f", "term_id": "1124", "term_name": "Spring 2012", "instructors": [ "REINA MARUYAMA", "Robert McDermott" ], "a": 7, "ab": 3, "b": 1, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 0, "other": 0, "total": 12, "source_aliases": [ "PHYSICS 407" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PHYSICS 407", "course_uid": "course_3f1af170f24bc9b299cc383f", "term_id": "1134", "term_name": "Spring 2013", "instructors": [ "REINA MARUYAMA", "Robert McDermott" ], "a": 11, "ab": 10, "b": 3, "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": 25, "source_aliases": [ "PHYSICS 407" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PHYSICS 407", "course_uid": "course_3f1af170f24bc9b299cc383f", "term_id": "1144", "term_name": "Spring 2014", "instructors": [ "DAN MC CAMMON", "Mark Eriksson" ], "a": 4, "ab": 11, "b": 6, "bc": 1, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 0, "other": 0, "total": 23, "source_aliases": [ "PHYSICS 407" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PHYSICS 407", "course_uid": "course_3f1af170f24bc9b299cc383f", "term_id": "1154", "term_name": "Spring 2015", "instructors": [ "DAN MC CAMMON", "Robert McDermott" ], "a": 2, "ab": 16, "b": 4, "bc": 4, "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": 26, "source_aliases": [ "PHYSICS 407" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PHYSICS 407", "course_uid": "course_3f1af170f24bc9b299cc383f", "term_id": "1164", "term_name": "Spring 2016", "instructors": [ "Justin Vandenbroucke", "Robert McDermott" ], "a": 5, "ab": 11, "b": 5, "bc": 1, "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": 23, "source_aliases": [ "PHYSICS 407" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PHYSICS 407", "course_uid": "course_3f1af170f24bc9b299cc383f", "term_id": "1174", "term_name": "Spring 2017", "instructors": [ "DAN MC CAMMON", "Robert McDermott" ], "a": 3, "ab": 4, "b": 6, "bc": 3, "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": 16, "source_aliases": [ "PHYSICS 407" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PHYSICS 407", "course_uid": "course_3f1af170f24bc9b299cc383f", "term_id": "1184", "term_name": "Spring 2018", "instructors": [ "JAMES REARDON", "Robert McDermott" ], "a": 7, "ab": 13, "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": 21, "source_aliases": [ "PHYSICS 407" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PHYSICS 407", "course_uid": "course_3f1af170f24bc9b299cc383f", "term_id": "1194", "term_name": "Spring 2019", "instructors": [ "DAN MC CAMMON", "Victor Brar" ], "a": 3, "ab": 15, "b": 6, "bc": 0, "c": 1, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 1, "not_reported": 0, "other": 0, "total": 26, "source_aliases": [ "PHYSICS 407" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PHYSICS 407", "course_uid": "course_3f1af170f24bc9b299cc383f", "term_id": "1204", "term_name": "Spring 2020", "instructors": [ "Robert McDermott", "Victor Brar" ], "a": 19, "ab": 6, "b": 5, "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": [ "PHYSICS 407" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PHYSICS 407", "course_uid": "course_3f1af170f24bc9b299cc383f", "term_id": "1224", "term_name": "Spring 2022", "instructors": [ "Alessandro Cunsolo", "JAMES REARDON" ], "a": 27, "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": 27, "source_aliases": [ "PHYSICS 407" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PHYSICS 407", "course_uid": "course_3f1af170f24bc9b299cc383f", "term_id": "1234", "term_name": "Spring 2023", "instructors": [ "Alessandro Cunsolo", "Justin Vandenbroucke" ], "a": 14, "ab": 12, "b": 3, "bc": 2, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 0, "other": 0, "total": 32, "source_aliases": [ "PHYSICS 407" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PHYSICS 407", "course_uid": "course_3f1af170f24bc9b299cc383f", "term_id": "1244", "term_name": "Spring 2024", "instructors": [ "Alessandro Cunsolo", "JAMES REARDON" ], "a": 29, "ab": 2, "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": 31, "source_aliases": [ "PHYSICS 407" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PHYSICS 407", "course_uid": "course_3f1af170f24bc9b299cc383f", "term_id": "1252", "term_name": "Fall 2024", "instructors": [ "JAMES REARDON", "Mark Rzchowski" ], "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": [ "PHYSICS 407" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PHYSICS 407", "course_uid": "course_3f1af170f24bc9b299cc383f", "term_id": "1254", "term_name": "Spring 2025", "instructors": [ "Alessandro Cunsolo", "Roman Kuzmin" ], "a": 17, "ab": 1, "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": 19, "source_aliases": [ "PHYSICS 407" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PHYSICS 407", "course_uid": "course_3f1af170f24bc9b299cc383f", "term_id": "1262", "term_name": "Fall 2025", "instructors": [ "Alessandro Cunsolo" ], "a": 3, "ab": 1, "b": 1, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 0, "other": 0, "total": 6, "source_aliases": [ "PHYSICS 407" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PHYSICS 407", "course_uid": "course_3f1af170f24bc9b299cc383f", "term_id": "1264", "term_name": "Spring 2026", "instructors": [ "Alessandro Cunsolo", "Roman Kuzmin" ], "a": 15, "ab": 5, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 1, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 21, "source_aliases": [ "PHYSICS 407" ] } ] ``` ### statistics #### gpa 3.586 #### graded 415 #### counts * 190 * 142 * 64 * 14 * 2 * 0 * 3 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_3f1af170f24bc9b299cc383f-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_3f1af170f24bc9b299cc383f-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_3f1af170f24bc9b299cc383f-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_3f1af170f24bc9b299cc383f-0.json) #### reviews * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_3f1af170f24bc9b299cc383f-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_3f1af170f24bc9b299cc383f-0.json) #### meetings * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_3f1af170f24bc9b299cc383f-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_3f1af170f24bc9b299cc383f-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_3f1af170f24bc9b299cc383f-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_3f1af170f24bc9b299cc383f-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.585542168674699 #### count 415 #### university ##### size 4997 ##### gpa Percentile 33 ##### count Percentile 74 ##### median Count 160 ##### 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 | 11 | false | | 2.8–3.2 | 329 | false | | 3.2–3.6 | 1374 | true | | 3.6–4.0 | 3283 | false | #### departments ```json [ { "subject": "PHYSICS", "comparison": { "size": 65, "gpaPercentile": 59, "countPercentile": 64, "medianCount": 193, "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": 9, "current": false }, { "range": "3.2–3.6", "count": 32, "current": true }, { "range": "3.6–4.0", "count": 24, "current": false } ] } } ] ``` ### terms #### 1074 ##### term 1074 ##### gpa 3.3421052631578947 ##### count 19 ##### departments | subject | comparison | | ------- | ---------- | | PHYSICS | | #### 1084 ##### term 1084 ##### gpa 3.65 ##### count 10 ##### departments | subject | comparison | | ------- | ---------- | | PHYSICS | | #### 1094 ##### term 1094 ##### gpa 3.15625 ##### count 16 ##### departments | subject | comparison | | ------- | ---------- | | PHYSICS | | #### 1104 ##### term 1104 ##### gpa 3.5384615384615383 ##### count 13 ##### departments | subject | comparison | | ------- | ---------- | | PHYSICS | | #### 1114 ##### term 1114 ##### gpa 3.4375 ##### count 24 ##### departments | subject | comparison | | ------- | ---------- | | PHYSICS | | #### 1124 ##### term 1124 ##### gpa 3.772727272727273 ##### count 11 ##### departments | subject | comparison | | ------- | ---------- | | PHYSICS | | #### 1134 ##### term 1134 ##### gpa 3.62 ##### count 25 ##### departments | subject | comparison | | ------- | ---------- | | PHYSICS | | #### 1144 ##### term 1144 ##### gpa 3.409090909090909 ##### count 22 ##### departments | subject | comparison | | ------- | ---------- | | PHYSICS | | #### 1154 ##### term 1154 ##### gpa 3.3076923076923075 ##### count 26 ##### departments | subject | comparison | | ------- | ---------- | | PHYSICS | | #### 1164 ##### term 1164 ##### gpa 3.391304347826087 ##### count 23 ##### departments | subject | comparison | | ------- | ---------- | | PHYSICS | | #### 1174 ##### term 1174 ##### gpa 3.21875 ##### count 16 ##### departments | subject | comparison | | ------- | ---------- | | PHYSICS | | #### 1184 ##### term 1184 ##### gpa 3.642857142857143 ##### count 21 ##### departments | subject | comparison | | ------- | ---------- | | PHYSICS | | #### 1194 ##### term 1194 ##### gpa 3.38 ##### count 25 ##### departments | subject | comparison | | ------- | ---------- | | PHYSICS | | #### 1204 ##### term 1204 ##### gpa 3.7333333333333334 ##### count 30 ##### university ###### size 1012 ###### gpa Percentile 49 ###### count Percentile 0 ###### 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 ```json [ { "subject": "PHYSICS", "comparison": { "size": 20, "gpaPercentile": 84, "countPercentile": 0, "medianCount": 42.5, "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": 2, "current": false }, { "range": "3.2–3.6", "count": 12, "current": false }, { "range": "3.6–4.0", "count": 6, "current": true } ] } } ] ``` #### 1224 ##### term 1224 ##### gpa 4 ##### count 27 ##### departments | subject | comparison | | ------- | ---------- | | PHYSICS | | #### 1234 ##### term 1234 ##### gpa 3.6129032258064515 ##### count 31 ##### university ###### size 1188 ###### gpa Percentile 47 ###### count Percentile 3 ###### 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 ```json [ { "subject": "PHYSICS", "comparison": { "size": 19, "gpaPercentile": 94, "countPercentile": 0, "medianCount": 64, "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": 6, "current": false }, { "range": "3.2–3.6", "count": 11, "current": false }, { "range": "3.6–4.0", "count": 2, "current": true } ] } } ] ``` #### 1244 ##### term 1244 ##### gpa 3.967741935483871 ##### count 31 ##### university ###### size 1241 ###### gpa Percentile 91 ###### count Percentile 3 ###### 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 ```json [ { "subject": "PHYSICS", "comparison": { "size": 21, "gpaPercentile": 95, "countPercentile": 0, "medianCount": 61, "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": 7, "current": false }, { "range": "3.2–3.6", "count": 7, "current": false }, { "range": "3.6–4.0", "count": 7, "current": true } ] } } ] ``` #### 1254 ##### term 1254 ##### gpa 3.9210526315789473 ##### count 19 ##### departments | subject | comparison | | ------- | ---------- | | PHYSICS | | #### 1262 ##### term 1262 ##### gpa 3.7 ##### count 5 ##### departments | subject | comparison | | ------- | ---------- | | PHYSICS | | #### 1264 ##### term 1264 ##### gpa 3.6904761904761907 ##### count 21 ##### departments | subject | comparison | | ------- | ---------- | | PHYSICS | | ### benchmarks #### all ##### school ###### size 4997 ###### gpa 3.67293829859574 ###### top Share 82.68633845401926 ###### count 160 ##### PHYSICS ###### size 65 ###### gpa 3.5160735375001027 ###### top Share 72.31832170532455 ###### count 193 #### terms ##### 1074 ###### school ###### size 695 ###### gpa 3.3616924722887376 ###### top Share 63.22509110105764 ###### count 69 ###### PHYSICS ###### size 16 ###### gpa 3.1108894880966673 ###### top Share 47.458050167134125 ###### count 59.5 ##### 1084 ###### school ###### size 720 ###### gpa 3.3670742938849725 ###### top Share 63.42064564712246 ###### count 70 ###### PHYSICS ###### size 12 ###### gpa 3.1702473764842423 ###### top Share 49.775051786545816 ###### count 168.5 ##### 1094 ###### school ###### size 758 ###### gpa 3.3891454428111527 ###### top Share 64.36369814389255 ###### count 71 ###### PHYSICS ###### size 14 ###### gpa 3.178632776342291 ###### top Share 51.16619076525529 ###### count 107.5 ##### 1104 ###### school ###### size 793 ###### gpa 3.384661458923085 ###### top Share 64.6614752434143 ###### count 66 ###### PHYSICS ###### size 16 ###### gpa 3.222785387255704 ###### top Share 53.63817321013173 ###### count 74 ##### 1114 ###### school ###### size 804 ###### gpa 3.3696004653806844 ###### top Share 64.0389334741844 ###### count 68 ###### PHYSICS ###### size 16 ###### gpa 3.1181084512466892 ###### top 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###### size 965 ###### gpa 3.46491230798535 ###### top Share 69.92376287143657 ###### count 68 ###### PHYSICS ###### size 18 ###### gpa 3.189876123041449 ###### top Share 52.313536759438094 ###### count 72 ##### 1174 ###### school ###### size 955 ###### gpa 3.4597947384071412 ###### top Share 69.5290038366363 ###### count 69 ###### PHYSICS ###### size 18 ###### gpa 3.213106131416138 ###### top Share 50.20803833029832 ###### count 62.5 ##### 1184 ###### school ###### size 1010 ###### gpa 3.47925290354517 ###### top Share 70.86270937115944 ###### count 68 ###### PHYSICS ###### size 19 ###### gpa 3.2111027497159728 ###### top Share 55.452763424678935 ###### count 56 ##### 1194 ###### school ###### size 1040 ###### gpa 3.4906527436719808 ###### top Share 71.74728845515045 ###### count 67 ###### PHYSICS ###### size 19 ###### gpa 3.1974785661066805 ###### top Share 54.774114919837935 ###### count 61 ##### 1204 ###### school ###### size 1012 ###### gpa 3.703747431523761 ###### top Share 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22 ###### gpa 3.4211203006656974 ###### top Share 64.30376620988773 ###### count 68 ##### 1254 ###### school ###### size 1289 ###### gpa 3.6126423469389106 ###### top Share 79.48050408754871 ###### count 66 ###### PHYSICS ###### size 24 ###### gpa 3.4204976248133576 ###### top Share 67.48442638438776 ###### count 67.5 ##### 1262 ###### school ###### size 1320 ###### gpa 3.628825763035853 ###### top Share 80.21118846327654 ###### count 70 ###### PHYSICS ###### size 26 ###### gpa 3.4227207931490256 ###### top Share 67.09462132676148 ###### count 56.5 ##### 1264 ###### school ###### size 1283 ###### gpa 3.6229729166451925 ###### top Share 80.13669149396227 ###### count 66 ###### PHYSICS ###### size 20 ###### gpa 3.3226640805171783 ###### top Share 59.84154395185915 ###### count 76.5 ## instructor Trends ```json [ { "uid": "instructor_a85a756d071b6eda8897234d", "name": "ROBERT MCDERMOTT", "count": 224, "terms": [ { "term": "1074", "count": 19, "sections": 1, "gpa": 3.3421052631578947 }, { "term": "1094", "count": 16, "sections": 1, "gpa": 3.15625 }, { "term": "1104", "count": 13, "sections": 1, "gpa": 3.5384615384615383 }, { "term": "1114", "count": 24, "sections": 1, "gpa": 3.4375 }, { "term": "1124", "count": 11, "sections": 1, "gpa": 3.772727272727273 }, { "term": "1134", "count": 25, "sections": 1, "gpa": 3.62 }, { "term": "1154", "count": 26, "sections": 1, "gpa": 3.3076923076923075 }, { "term": "1164", "count": 23, "sections": 1, "gpa": 3.391304347826087 }, { "term": "1174", "count": 16, "sections": 3, "gpa": 3.21875 }, { "term": "1184", "count": 21, "sections": 3, "gpa": 3.642857142857143 }, { "term": "1204", "count": 30, "sections": 2, "gpa": 3.7333333333333334 } ] }, { "uid": "instructor_8a85ed796883648a6f8f2b59", "name": "ALESSANDRO CUNSOLO", "count": 134, "terms": [ { "term": "1224", "count": 27, "sections": 3, "gpa": 4 }, { "term": "1234", "count": 31, "sections": 3, "gpa": 3.6129032258064515 }, { "term": "1244", "count": 31, "sections": 3, "gpa": 3.967741935483871 }, { "term": "1254", "count": 19, "sections": 3, "gpa": 3.9210526315789473 }, { "term": "1262", "count": 5, "sections": 2, "gpa": 3.7 }, { "term": "1264", "count": 21, "sections": 3, "gpa": 3.6904761904761907 } ] }, { "uid": "instructor_a5561325a731944d54957989", "name": "DAN MC CAMMON", "count": 89, "terms": [ { "term": "1144", "count": 22, "sections": 1, "gpa": 3.409090909090909 }, { "term": "1154", "count": 26, "sections": 1, "gpa": 3.3076923076923075 }, { "term": "1174", "count": 16, "sections": 3, "gpa": 3.21875 }, { "term": "1194", "count": 25, "sections": 3, "gpa": 3.38 } ] }, { "uid": "instructor_e6c0a472d59bb1e32f818712", "name": "JAMES REARDON", "count": 79, "terms": [ { "term": "1184", "count": 21, "sections": 3, "gpa": 3.642857142857143 }, { "term": "1224", "count": 27, "sections": 3, "gpa": 4 }, { "term": "1244", "count": 31, "sections": 3, "gpa": 3.967741935483871 } ] }, { "uid": "instructor_c1cb288f6e4aeffa9e5c2a0a", "name": "MARK ERIKSSON", "count": 59, "terms": [ { "term": "1104", "count": 13, "sections": 1, "gpa": 3.5384615384615383 }, { "term": "1114", "count": 24, "sections": 1, "gpa": 3.4375 }, { "term": "1144", "count": 22, "sections": 1, "gpa": 3.409090909090909 } ] }, { "uid": "instructor_7be860de79ae382618c88a13", "name": "VICTOR BRAR", "count": 55, "terms": [ { "term": "1194", "count": 25, "sections": 3, "gpa": 3.38 }, { "term": "1204", "count": 30, "sections": 2, "gpa": 3.7333333333333334 } ] }, { "uid": "instructor_d9fdb1e69433073c60ec38d4", "name": "JUSTIN VANDENBROUCKE", "count": 54, "terms": [ { "term": "1164", "count": 23, "sections": 1, "gpa": 3.391304347826087 }, { "term": "1234", "count": 31, "sections": 3, "gpa": 3.6129032258064515 } ] }, { "uid": "instructor_28a5bdc27ac5d92a7662f45c", "name": "RICHARD PREPOST", "count": 45, "terms": [ { "term": "1074", "count": 19, "sections": 1, "gpa": 3.3421052631578947 }, { "term": "1084", "count": 10, "sections": 1, "gpa": 3.65 }, { "term": "1094", "count": 16, "sections": 1, "gpa": 3.15625 } ] }, { "uid": "instructor_cb92f52363980d54a678aeff", "name": "ROMAN KUZMIN", "count": 40, "terms": [ { "term": "1254", "count": 19, "sections": 3, "gpa": 3.9210526315789473 }, { "term": "1264", "count": 21, "sections": 3, "gpa": 3.6904761904761907 } ] }, { "uid": "instructor_6c1c209a1333093c21f41c16", "name": "REINA MARUYAMA", "count": 36, "terms": [ { "term": "1124", "count": 11, "sections": 1, "gpa": 3.772727272727273 }, { "term": "1134", "count": 25, "sections": 1, "gpa": 3.62 } ] }, { "uid": "instructor_89247a7c96c3f8dfd4004449", "name": "STEFAN WESTERHOFF", "count": 10, "terms": [ { "term": "1084", "count": 10, "sections": 1, "gpa": 3.65 } ] } ] ``` ## following None recorded.