# ME 446: Introduction to Feedback Control | UW–Madison [View on UW Courses](https://uwcourses.com/courses/ME_446) ## 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 a179b8a21d7d634f3b0d184bbd6ae994d70799e865459e04fca2ecec3e643b3c ### course id ME 446 ### course uid course\_680ca52f0196b3fed29c9d15 ### catalog version id 1917fc2fa976bcf1372cab5e861f29bdcb83c4689f22fa3a2fcfd815103c7898 ### course number 446 ### subjects * ME ### title INTRODUCTION TO FEEDBACK CONTROL ### description Overview of linear feedback control analysis and design techniques for mechanical systems. Modeling of linear dynamic mechanical systems (review), derivation of their defining differential equations, and analysis of their response using both transient and frequency response techniques; Analysis and design of feedback control of mechanical systems using classical control transform techniques such as root locus and frequency response; Analysis of system robustness through evaluation of phase and gain margins and the Nyquist stability criterion. Design of feedback controllers for mechanical systems using frequency domain loop-shaping methods. Design domains, including mechanical, thermal, and fluid feedback control systems. Effects of non-ideal system characteristics commonly encountered in mechanical systems, such as compliance, delay, and actuator and sensor saturation. Builds on knowledge of high-level computational programming language such as Matlab or Simulink. ### requirements text (M E 340or E M A 545) and (MATH 319or320), graduate/professional standing, member of Engineering Guest Students, or declared in Capstone Certificate in Power Conversion and Control. Not open to students with credit for M E 346. ### credits min 3 ### credits max 3 ### credit offering ids * 1272:612:012037 ### llm job id enrich-f516c4d3e82cfe326b4f5f54 ### llm output id 769c9bfc284e56671dd8b440baf83bdf23182d8cdc8ceaf60d813ef094ec9a5b ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary ME 446 introduces linear feedback control analysis and design techniques for mechanical systems. ### llm topics * Modeling linear dynamic mechanical systems and deriving differential equations. * Transient and frequency response analysis techniques. * Classical control techniques including root locus and frequency response. * Phase and gain margins and Nyquist stability criterion. * Frequency domain loop-shaping methods. * Non-ideal system characteristics like compliance, delay, and saturation. ### llm skills * Deriving differential equations and analyzing system response via transient and frequency methods. * Designing feedback controllers using root locus and frequency response techniques. * Evaluating system robustness using phase/gain margins and Nyquist criterion. * Designing controllers using frequency domain loop-shaping. ### llm assumed background * Background in dynamic systems modeling. * Basic competence in dynamics, algebra, and differential equations. * Proficiency in Matlab or Simulink. ### llm search phrases * ME 446 feedback control mechanical systems * linear feedback control design ME * root locus frequency response mechanical * ME 446 Matlab Simulink control ### llm requirements status valid ### llm student summary status valid ### llm experience status valid ### catalog variants None recorded. ### student summary #### context hash ac1e3872b2e076f3ef39ac1657b38c3f53c0a010a06fe5e3a247f9496064eb68 #### course id ME 446 #### current instructors ```json [ { "instructor_uid": "instructor_ee241a9c100bf5f9cad53272", "message": "No course-specific reviews available", "name": "Mike Zinn", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [] } ] ``` #### difficulty workload Historical reviews of Michael Zinn: The course material is reported as tedious and outdated, with a desire for more state-space methods. The techniques seem very old to some students. ```json { "citations": [ { "instructor_name": "Michael Zinn", "review_date": "2024-11-17 23:43:13 +0000 UTC", "review_id": "4e4e5918447d2f3f4c0518ac", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1118831", "source_review_id": "UmF0aW5nLTM5OTY2NDAz", "source_url": "https://www.ratemyprofessors.com/professor/1118831", "type": "review" } ] } ``` #### errors None recorded. #### historical context Historical reviews of Michael Zinn: Mike Zinn is praised for his passion, approachability, and clear lectures that connect to real-world applications. He provides thorough reviews for students lacking prerequisites and maintains transparent exam expectations. Conversely, one reviewer finds the course material tedious and outdated, wishing for more modern state-space methods. ```json { "citations": [ { "instructor_name": "Michael Zinn", "review_date": "2023-11-05 20:06:17 +0000 UTC", "review_id": "09acc2d2e196f0485f27ea43", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1118831", "source_review_id": "UmF0aW5nLTM4MzQzNTAx", "source_url": "https://www.ratemyprofessors.com/professor/1118831", "type": "review" }, { "instructor_name": "Michael Zinn", "review_date": "2024-11-17 23:43:13 +0000 UTC", "review_id": "4e4e5918447d2f3f4c0518ac", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1118831", "source_review_id": "UmF0aW5nLTM5OTY2NDAz", "source_url": "https://www.ratemyprofessors.com/professor/1118831", "type": "review" }, { "instructor_name": "Michael Zinn", "review_date": "2025-08-06 21:37:21 +0000 UTC", "review_id": "2f8db88c7587e3a0f63f6d08", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1118831", "source_review_id": "UmF0aW5nLTQxNTUzNzE3", "source_url": "https://www.ratemyprofessors.com/professor/1118831", "type": "review" }, { "instructor_name": "Michael Zinn", "review_date": "2025-10-16 16:05:34 +0000 UTC", "review_id": "98d58a7fc1e3af05f193d4ae", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1118831", "source_review_id": "UmF0aW5nLTQxNzIzNDY1", "source_url": "https://www.ratemyprofessors.com/professor/1118831", "type": "review" } ] } ``` #### offered true #### profile hash e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1 #### quick take Historical reviews of Michael Zinn: Michael Zinn is praised for his passion, approachability, and clear lectures that connect to real-world applications. He is described as a dedicated lecturer who supports student learning effectively. ```json { "citations": [ { "instructor_name": "Michael Zinn", "review_date": "2023-11-05 20:06:17 +0000 UTC", "review_id": "09acc2d2e196f0485f27ea43", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1118831", "source_review_id": "UmF0aW5nLTM4MzQzNTAx", "source_url": "https://www.ratemyprofessors.com/professor/1118831", "type": "review" }, { "instructor_name": "Michael Zinn", "review_date": "2025-08-06 21:37:21 +0000 UTC", "review_id": "2f8db88c7587e3a0f63f6d08", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1118831", "source_review_id": "UmF0aW5nLTQxNTUzNzE3", "source_url": "https://www.ratemyprofessors.com/professor/1118831", "type": "review" } ] } ``` Recent recorded grades — Fall 2023: 3.50 GPA, 66.7% A/AB (n=36 letter grades); Fall 2024: 3.42 GPA, 54.7% A/AB (n=53 letter grades); Fall 2025: 3.41 GPA, 63.2% A/AB (n=57 letter grades). ```json { "citations": [ { "course_id": "ME 446", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "5b9ec340-7f21-31fa-be40-f3cb32f8e95b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "ME 446", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "5b9ec340-7f21-31fa-be40-f3cb32f8e95b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "ME 446", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "5b9ec340-7f21-31fa-be40-f3cb32f8e95b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1262", "type": "grade" } ] } ``` #### student experience Historical reviews of Michael Zinn: Students appreciate Zinn's responsiveness and encouragement of questions. He provides honest exam expectations and spends time reviewing prerequisites, making the class accessible despite the subject matter. ```json { "citations": [ { "instructor_name": "Michael Zinn", "review_date": "2023-11-05 20:06:17 +0000 UTC", "review_id": "09acc2d2e196f0485f27ea43", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1118831", "source_review_id": "UmF0aW5nLTM4MzQzNTAx", "source_url": "https://www.ratemyprofessors.com/professor/1118831", "type": "review" }, { "instructor_name": "Michael Zinn", "review_date": "2025-08-06 21:37:21 +0000 UTC", "review_id": "2f8db88c7587e3a0f63f6d08", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1118831", "source_review_id": "UmF0aW5nLTQxNTUzNzE3", "source_url": "https://www.ratemyprofessors.com/professor/1118831", "type": "review" } ] } ``` #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history JOHN MOSKWA is recorded teaching in Fall 2006, Fall 2007, Fall 2009, Fall 2010, Fall 2011, Fall 2012, Fall 2013, Fall 2014. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "ME 446", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "5b9ec340-7f21-31fa-be40-f3cb32f8e95b", "source_record": { "entity_id": "5b9ec340-7f21-31fa-be40-f3cb32f8e95b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1072", "type": "grade" }, { "course_id": "ME 446", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "5b9ec340-7f21-31fa-be40-f3cb32f8e95b", "source_record": { "entity_id": "5b9ec340-7f21-31fa-be40-f3cb32f8e95b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1082", "type": "grade" }, { "course_id": "ME 446", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "5b9ec340-7f21-31fa-be40-f3cb32f8e95b", "source_record": { "entity_id": "5b9ec340-7f21-31fa-be40-f3cb32f8e95b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1102", "type": "grade" }, { "course_id": "ME 446", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "5b9ec340-7f21-31fa-be40-f3cb32f8e95b", "source_record": { "entity_id": "5b9ec340-7f21-31fa-be40-f3cb32f8e95b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1112", "type": "grade" }, { "course_id": "ME 446", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "5b9ec340-7f21-31fa-be40-f3cb32f8e95b", "source_record": { "entity_id": "5b9ec340-7f21-31fa-be40-f3cb32f8e95b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1122", "type": "grade" }, { "course_id": "ME 446", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "5b9ec340-7f21-31fa-be40-f3cb32f8e95b", "source_record": { "entity_id": "5b9ec340-7f21-31fa-be40-f3cb32f8e95b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1132", "type": "grade" }, { "course_id": "ME 446", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "5b9ec340-7f21-31fa-be40-f3cb32f8e95b", "source_record": { "entity_id": "5b9ec340-7f21-31fa-be40-f3cb32f8e95b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1142", "type": "grade" }, { "course_id": "ME 446", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "5b9ec340-7f21-31fa-be40-f3cb32f8e95b", "source_record": { "entity_id": "5b9ec340-7f21-31fa-be40-f3cb32f8e95b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1152", "type": "grade" } ] } ``` MICHAEL ZINN is recorded teaching in Spring 2016, Fall 2016, Fall 2017, Fall 2018, Spring 2019, Fall 2019, Fall 2020, Fall 2021, Fall 2022, Fall 2023, Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "ME 446", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "5b9ec340-7f21-31fa-be40-f3cb32f8e95b", "source_record": { "entity_id": "5b9ec340-7f21-31fa-be40-f3cb32f8e95b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1164", "type": "grade" }, { "course_id": "ME 446", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "5b9ec340-7f21-31fa-be40-f3cb32f8e95b", "source_record": { "entity_id": "5b9ec340-7f21-31fa-be40-f3cb32f8e95b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1172", "type": "grade" }, { "course_id": "ME 446", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "5b9ec340-7f21-31fa-be40-f3cb32f8e95b", "source_record": { "entity_id": "5b9ec340-7f21-31fa-be40-f3cb32f8e95b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1182", "type": "grade" }, { "course_id": "ME 446", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "5b9ec340-7f21-31fa-be40-f3cb32f8e95b", "source_record": { "entity_id": "5b9ec340-7f21-31fa-be40-f3cb32f8e95b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1192", "type": "grade" }, { "course_id": "ME 446", "run_id": "20260907T155543-ce3781c4", "section_number": 3, "source_course_id": "5b9ec340-7f21-31fa-be40-f3cb32f8e95b", "source_record": { "entity_id": "5b9ec340-7f21-31fa-be40-f3cb32f8e95b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1192", "type": "grade" }, { "course_id": "ME 446", "run_id": "20260907T155543-ce3781c4", "section_number": 3, "source_course_id": "5b9ec340-7f21-31fa-be40-f3cb32f8e95b", "source_record": { "entity_id": "5b9ec340-7f21-31fa-be40-f3cb32f8e95b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1194", "type": "grade" }, { "course_id": "ME 446", "run_id": "20260907T155543-ce3781c4", "section_number": 3, "source_course_id": "5b9ec340-7f21-31fa-be40-f3cb32f8e95b", "source_record": { "entity_id": "5b9ec340-7f21-31fa-be40-f3cb32f8e95b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1202", "type": "grade" }, { "course_id": "ME 446", "run_id": "20260907T155543-ce3781c4", "section_number": 3, "source_course_id": "5b9ec340-7f21-31fa-be40-f3cb32f8e95b", "source_record": { "entity_id": "5b9ec340-7f21-31fa-be40-f3cb32f8e95b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1212", "type": "grade" }, { "course_id": "ME 446", "run_id": "20260907T155543-ce3781c4", "section_number": 3, "source_course_id": "5b9ec340-7f21-31fa-be40-f3cb32f8e95b", "source_record": { "entity_id": "5b9ec340-7f21-31fa-be40-f3cb32f8e95b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1222", "type": "grade" }, { "course_id": "ME 446", "run_id": "20260907T155543-ce3781c4", "section_number": 3, "source_course_id": "5b9ec340-7f21-31fa-be40-f3cb32f8e95b", "source_record": { "entity_id": "5b9ec340-7f21-31fa-be40-f3cb32f8e95b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "ME 446", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "5b9ec340-7f21-31fa-be40-f3cb32f8e95b", "source_record": { "entity_id": "5b9ec340-7f21-31fa-be40-f3cb32f8e95b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "ME 446", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "5b9ec340-7f21-31fa-be40-f3cb32f8e95b", "source_record": { "entity_id": "5b9ec340-7f21-31fa-be40-f3cb32f8e95b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "ME 446", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "5b9ec340-7f21-31fa-be40-f3cb32f8e95b", "source_record": { "entity_id": "5b9ec340-7f21-31fa-be40-f3cb32f8e95b", "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": [ "n1", "n2", "n3", "n4" ], "condition": null, "course": null, "evidence": "(M E 340or E M A 545) and (MATH 319or320), graduate/professional standing, member of Engineering Guest Students, or declared in Capstone Certificate in Power Conversion and Control. Not open to students with credit for M E 346.", "id": "n0", "kind": "all" }, { "children": [ "n1a", "n1b" ], "condition": null, "course": null, "evidence": "(M E 340or E M A 545)", "id": "n1", "kind": "any" }, { "children": [], "condition": null, "course": { "course_number": 340, "minimum_grade": null, "subjects": [ "ME" ], "timing": "prior" }, "evidence": "M E 340", "id": "n1a", "kind": "course" }, { "children": [], "condition": "E M A 545", "course": null, "evidence": "E M A 545", "id": "n1b", "kind": "condition" }, { "children": [ "n2a", "n2b" ], "condition": null, "course": null, "evidence": "(MATH 319or320)", "id": "n2", "kind": "any" }, { "children": [], "condition": null, "course": { "course_number": 319, "minimum_grade": null, "subjects": [ "MATH" ], "timing": "prior" }, "evidence": "MATH 319", "id": "n2a", "kind": "course" }, { "children": [], "condition": null, "course": { "course_number": 320, "minimum_grade": null, "subjects": [ "MATH" ], "timing": "prior" }, "evidence": "320", "id": "n2b", "kind": "course" }, { "children": [ "n3a", "n3b", "n3c" ], "condition": null, "course": null, "evidence": "graduate/professional standing, member of Engineering Guest Students, or declared in Capstone Certificate in Power Conversion and Control", "id": "n3", "kind": "any" }, { "children": [], "condition": "graduate/professional standing", "course": null, "evidence": "graduate/professional standing", "id": "n3a", "kind": "condition" }, { "children": [], "condition": "member of Engineering Guest Students", "course": null, "evidence": "member of Engineering Guest Students", "id": "n3b", "kind": "condition" }, { "children": [], "condition": "declared in Capstone Certificate in Power Conversion and Control", "course": null, "evidence": "declared in Capstone Certificate in Power Conversion and Control", "id": "n3c", "kind": "condition" }, { "children": [ "n4a" ], "condition": null, "course": null, "evidence": "Not open to students with credit for M E 346", "id": "n4", "kind": "not" }, { "children": [], "condition": "M E 346", "course": null, "evidence": "M E 346", "id": "n4a", "kind": "condition" } ] ``` #### notes * E M A 545 is not in linked\_courses and not found in lookup; preserved as verbatim condition. #### 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\_ee241a9c100bf5f9cad53272 | enrollment | mzinn | netid | source\_identified | Mike Zinn | MZINN\@WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/MIKE\_ZINN | ### offerings ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:612:012037", "course_id": "ME 446", "course_uid": "course_680ca52f0196b3fed29c9d15", "term_id": "1272", "source_course_id": "012037", "source_subject_id": "612", "title": "Introduction to Feedback Control", "credits_min": 3, "credits_max": 3, "typically_offered": "Fall" } ] ``` ### sections ```json [ { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:11899", "term_id": "1272", "source_section_id": "11899", "identity_basis": "class_number", "section_number": "001", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 60, "enrolled": 53, "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:1272:37085", "term_id": "1272", "source_section_id": "37085", "identity_basis": "class_number", "section_number": "003", "section_type": "LEC", "instruction_mode": "Online Only", "capacity": 35, "enrolled": 9, "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_3d4c5b8d4f1015ba84b22455", "source": "madgrades", "source_instructor_id": "2601161", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JOHN MOSKWA", "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": 19, "quality": 2, "difficulty": 4.21, "quality_count": 19, "difficulty_count": 19, "profile_id": "rmp:491250", "source_url": "https://www.ratemyprofessors.com/professor/491250", "match_basis": "exact_name", "observed_at": "2026-09-07 16:31:15.903593+00:00", "courses": { "course_49f4cc81838176c2180ea21f": { "review_count": 2, "quality": 2, "difficulty": 4.5, "quality_count": 2, "difficulty_count": 2 }, "course_680ca52f0196b3fed29c9d15": { "review_count": 4, "quality": 2.25, "difficulty": 3.5, "quality_count": 4, "difficulty_count": 4 }, "course_30b7af243793fc0540887d4f": { "review_count": 10, "quality": 1.6, "difficulty": 4.6, "quality_count": 10, "difficulty_count": 10 } }, "bayesian_quality": 2.8511209146392797, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 2.787, "graded": 505, "counts": [ 131, 84, 86, 67, 64, 36, 37 ], "sections": 51 }, "instructor_url": "/instructors/JOHN_MOSKWA" }, { "instructor_uid": "instructor_64a1f644a95a3786b7942d1f", "source": "madgrades", "source_instructor_id": "528399", "identity_basis": "source_id", "identity_status": "source_identified", "name": "NEIL DUFFIE", "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": 8, "quality": 4, "difficulty": 3, "quality_count": 8, "difficulty_count": 8, "profile_id": "rmp:1408461", "source_url": "https://www.ratemyprofessors.com/professor/1408461", "match_basis": "exact_name", "observed_at": "2026-09-07 16:14:21.693330+00:00", "courses": { "course_0dde3b870323014e0c39981f": { "review_count": 2, "quality": 5, "difficulty": 2, "quality_count": 2, "difficulty_count": 2 }, "course_30b7af243793fc0540887d4f": { "review_count": 5, "quality": 4, "difficulty": 3.4, "quality_count": 5, "difficulty_count": 5 } }, "bayesian_quality": 3.756918416818997, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.35, "graded": 602, "counts": [ 247, 108, 136, 61, 41, 8, 1 ], "sections": 140 }, "instructor_url": "/instructors/NEIL_DUFFIE" }, { "instructor_uid": "instructor_2f6d15019d492ea0d853ea99", "source": "madgrades", "source_instructor_id": "4387751", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MICHAEL ZINN", "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": 25, "quality": 4.44, "difficulty": 3.12, "quality_count": 25, "difficulty_count": 25, "profile_id": "rmp:1118831", "source_url": "https://www.ratemyprofessors.com/professor/1118831", "match_basis": "exact_name", "observed_at": "2026-09-07 16:17:21.288417+00:00", "courses": { "course_680ca52f0196b3fed29c9d15": { "review_count": 4, "quality": 4, "difficulty": 2.75, "quality_count": 4, "difficulty_count": 4 }, "course_30b7af243793fc0540887d4f": { "review_count": 6, "quality": 4.33, "difficulty": 3.17, "quality_count": 6, "difficulty_count": 6 } }, "bayesian_quality": 4.093193681576265, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.281, "graded": 1258, "counts": [ 394, 312, 301, 148, 91, 5, 7 ], "sections": 155 }, "instructor_url": "/instructors/MICHAEL_ZINN" }, { "instructor_uid": "instructor_e4e5ab27f0285ae0feee134e", "source": "madgrades", "source_instructor_id": "6042944", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MICHAEL HAGENOW", "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": 3.75, "graded": 50, "counts": [ 30, 16, 3, 1, 0, 0, 0 ], "sections": 11 }, "instructor_url": "/instructors/MICHAEL_HAGENOW--instructor_e4e5ab27f0285ae0feee134e" }, { "instructor_uid": "instructor_7417b47f7539065fd70d9cc7", "source": "madgrades", "source_instructor_id": "4946156", "identity_basis": "source_id", "identity_status": "source_identified", "name": "BOLUN ZHANG", "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": 3.659, "graded": 41, "counts": [ 22, 12, 5, 2, 0, 0, 0 ], "sections": 3 }, "instructor_url": "/instructors/BOLUN_ZHANG--instructor_7417b47f7539065fd70d9cc7" }, { "instructor_uid": "instructor_8413bd0b2a60666389312a16", "source": "madgrades", "source_instructor_id": "6687360", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ISHAN GANDHI", "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": 3.415, "graded": 53, "counts": [ 22, 7, 20, 1, 3, 0, 0 ], "sections": 1 }, "instructor_url": "/instructors/ISHAN_GANDHI--instructor_8413bd0b2a60666389312a16" }, { "instructor_uid": "instructor_1f7bf06f9f00c8a03428fd17", "source": "madgrades", "source_instructor_id": "6339992", "identity_basis": "source_id", "identity_status": "source_identified", "name": "VARUN RAJAN", "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": 3.412, "graded": 57, "counts": [ 17, 19, 17, 2, 2, 0, 0 ], "sections": 1 }, "instructor_url": "/instructors/VARUN_RAJAN--instructor_1f7bf06f9f00c8a03428fd17" }, { "instructor_uid": "instructor_ee241a9c100bf5f9cad53272", "source": "enrollment", "source_instructor_id": "mzinn", "identity_basis": "netid", "identity_status": "source_identified", "name": "Mike Zinn", "email": "MZINN@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/MIKE_ZINN" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ME 446", "course_uid": "course_680ca52f0196b3fed29c9d15", "term_id": "1072", "term_name": "Fall 2006", "instructors": [ "JOHN MOSKWA", "NEIL DUFFIE" ], "a": 10, "ab": 8, "b": 1, "bc": 0, "c": 2, "d": 1, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 22, "source_aliases": [ "ME 446" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ME 446", "course_uid": "course_680ca52f0196b3fed29c9d15", "term_id": "1082", "term_name": "Fall 2007", "instructors": [ "JOHN MOSKWA", "NEIL DUFFIE" ], "a": 8, "ab": 7, "b": 7, "bc": 4, "c": 3, "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": 30, "source_aliases": [ "ME 446" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ME 446", "course_uid": "course_680ca52f0196b3fed29c9d15", "term_id": "1092", "term_name": "Fall 2008", "instructors": [ "NEIL DUFFIE" ], "a": 13, "ab": 2, "b": 8, "bc": 3, "c": 5, "d": 1, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 32, "source_aliases": [ "ME 446" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ME 446", "course_uid": "course_680ca52f0196b3fed29c9d15", "term_id": "1102", "term_name": "Fall 2009", "instructors": [ "JOHN MOSKWA", "NEIL DUFFIE" ], "a": 5, "ab": 5, "b": 4, "bc": 4, "c": 5, "d": 3, "f": 1, "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": [ "ME 446" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ME 446", "course_uid": "course_680ca52f0196b3fed29c9d15", "term_id": "1104", "term_name": "Spring 2010", "instructors": [ "NEIL DUFFIE" ], "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": [ "ME 446" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ME 446", "course_uid": "course_680ca52f0196b3fed29c9d15", "term_id": "1112", "term_name": "Fall 2010", "instructors": [ "JOHN MOSKWA", "NEIL DUFFIE" ], "a": 10, "ab": 6, "b": 4, "bc": 2, "c": 3, "d": 4, "f": 4, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 33, "source_aliases": [ "ME 446" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ME 446", "course_uid": "course_680ca52f0196b3fed29c9d15", "term_id": "1114", "term_name": "Spring 2011", "instructors": [ "NEIL DUFFIE" ], "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": [ "ME 446" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ME 446", "course_uid": "course_680ca52f0196b3fed29c9d15", "term_id": "1122", "term_name": "Fall 2011", "instructors": [ "JOHN MOSKWA", "NEIL DUFFIE" ], "a": 9, "ab": 5, "b": 2, "bc": 4, "c": 4, "d": 0, "f": 3, "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": [ "ME 446" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ME 446", "course_uid": "course_680ca52f0196b3fed29c9d15", "term_id": "1124", "term_name": "Spring 2012", "instructors": [ "NEIL DUFFIE" ], "a": 2, "ab": 1, "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": 6, "source_aliases": [ "ME 446" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ME 446", "course_uid": "course_680ca52f0196b3fed29c9d15", "term_id": "1132", "term_name": "Fall 2012", "instructors": [ "JOHN MOSKWA", "NEIL DUFFIE" ], "a": 8, "ab": 5, "b": 4, "bc": 4, "c": 0, "d": 2, "f": 1, "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": [ "ME 446" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ME 446", "course_uid": "course_680ca52f0196b3fed29c9d15", "term_id": "1134", "term_name": "Spring 2013", "instructors": [ "NEIL DUFFIE" ], "a": 4, "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": 6, "source_aliases": [ "ME 446" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ME 446", "course_uid": "course_680ca52f0196b3fed29c9d15", "term_id": "1142", "term_name": "Fall 2013", "instructors": [ "JOHN MOSKWA", "NEIL DUFFIE" ], "a": 4, "ab": 3, "b": 2, "bc": 0, "c": 3, "d": 0, "f": 2, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 0, "other": 0, "total": 15, "source_aliases": [ "ME 446" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ME 446", "course_uid": "course_680ca52f0196b3fed29c9d15", "term_id": "1144", "term_name": "Spring 2014", "instructors": [ "NEIL DUFFIE" ], "a": 3, "ab": 5, "b": 2, "bc": 1, "c": 1, "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": 13, "source_aliases": [ "ME 446" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ME 446", "course_uid": "course_680ca52f0196b3fed29c9d15", "term_id": "1152", "term_name": "Fall 2014", "instructors": [ "JOHN MOSKWA", "NEIL DUFFIE" ], "a": 6, "ab": 5, "b": 8, "bc": 1, "c": 5, "d": 1, "f": 1, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 28, "source_aliases": [ "ME 446" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ME 446", "course_uid": "course_680ca52f0196b3fed29c9d15", "term_id": "1154", "term_name": "Spring 2015", "instructors": [ "NEIL DUFFIE" ], "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": [ "ME 446" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ME 446", "course_uid": "course_680ca52f0196b3fed29c9d15", "term_id": "1162", "term_name": "Fall 2015", "instructors": [ "NEIL DUFFIE" ], "a": 4, "ab": 1, "b": 0, "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": 6, "source_aliases": [ "ME 446" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ME 446", "course_uid": "course_680ca52f0196b3fed29c9d15", "term_id": "1164", "term_name": "Spring 2016", "instructors": [ "MICHAEL ZINN", "NEIL DUFFIE" ], "a": 12, "ab": 18, "b": 10, "bc": 18, "c": 3, "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": 61, "source_aliases": [ "ME 446" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ME 446", "course_uid": "course_680ca52f0196b3fed29c9d15", "term_id": "1172", "term_name": "Fall 2016", "instructors": [ "MICHAEL ZINN", "NEIL DUFFIE" ], "a": 7, "ab": 8, "b": 3, "bc": 0, "c": 1, "d": 0, "f": 0, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 20, "source_aliases": [ "ME 446" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ME 446", "course_uid": "course_680ca52f0196b3fed29c9d15", "term_id": "1174", "term_name": "Spring 2017", "instructors": [ "NEIL DUFFIE" ], "a": 1, "ab": 3, "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": 7, "source_aliases": [ "ME 446" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ME 446", "course_uid": "course_680ca52f0196b3fed29c9d15", "term_id": "1182", "term_name": "Fall 2017", "instructors": [ "MICHAEL ZINN", "NEIL DUFFIE" ], "a": 12, "ab": 8, "b": 9, "bc": 11, "c": 2, "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": 42, "source_aliases": [ "ME 446" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ME 446", "course_uid": "course_680ca52f0196b3fed29c9d15", "term_id": "1184", "term_name": "Spring 2018", "instructors": [ "NEIL DUFFIE" ], "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": [ "ME 446" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ME 446", "course_uid": "course_680ca52f0196b3fed29c9d15", "term_id": "1192", "term_name": "Fall 2018", "instructors": [ "MICHAEL HAGENOW", "MICHAEL ZINN" ], "a": 5, "ab": 3, "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": 8, "source_aliases": [ "ME 446" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ME 446", "course_uid": "course_680ca52f0196b3fed29c9d15", "term_id": "1194", "term_name": "Spring 2019", "instructors": [ "MICHAEL ZINN" ], "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": [ "ME 446" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ME 446", "course_uid": "course_680ca52f0196b3fed29c9d15", "term_id": "1202", "term_name": "Fall 2019", "instructors": [ "BOLUN ZHANG", "MICHAEL ZINN" ], "a": 9, "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": 11, "source_aliases": [ "ME 446" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ME 446", "course_uid": "course_680ca52f0196b3fed29c9d15", "term_id": "1212", "term_name": "Fall 2020", "instructors": [ "MICHAEL ZINN" ], "a": 8, "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": 9, "source_aliases": [ "ME 446" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ME 446", "course_uid": "course_680ca52f0196b3fed29c9d15", "term_id": "1222", "term_name": "Fall 2021", "instructors": [ "MICHAEL ZINN" ], "a": 2, "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": 6, "source_aliases": [ "ME 446" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ME 446", "course_uid": "course_680ca52f0196b3fed29c9d15", "term_id": "1232", "term_name": "Fall 2022", "instructors": [ "MICHAEL ZINN" ], "a": 10, "ab": 4, "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": 15, "source_aliases": [ "ME 446" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ME 446", "course_uid": "course_680ca52f0196b3fed29c9d15", "term_id": "1242", "term_name": "Fall 2023", "instructors": [ "MICHAEL ZINN" ], "a": 16, "ab": 8, "b": 10, "bc": 0, "c": 2, "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": 36, "source_aliases": [ "ME 446" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ME 446", "course_uid": "course_680ca52f0196b3fed29c9d15", "term_id": "1252", "term_name": "Fall 2024", "instructors": [ "ISHAN GANDHI", "MICHAEL ZINN" ], "a": 22, "ab": 7, "b": 20, "bc": 1, "c": 3, "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": 53, "source_aliases": [ "ME 446" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ME 446", "course_uid": "course_680ca52f0196b3fed29c9d15", "term_id": "1262", "term_name": "Fall 2025", "instructors": [ "MICHAEL ZINN", "VARUN RAJAN" ], "a": 17, "ab": 19, "b": 17, "bc": 2, "c": 2, "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": 57, "source_aliases": [ "ME 446" ] } ] ``` ### statistics #### gpa 3.234 #### graded 590 #### counts * 207 * 136 * 119 * 58 * 45 * 12 * 13 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_680ca52f0196b3fed29c9d15-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_680ca52f0196b3fed29c9d15-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_680ca52f0196b3fed29c9d15-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_680ca52f0196b3fed29c9d15-0.json) #### reviews * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_680ca52f0196b3fed29c9d15-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_680ca52f0196b3fed29c9d15-0.json) #### meetings * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_680ca52f0196b3fed29c9d15-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_680ca52f0196b3fed29c9d15-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_680ca52f0196b3fed29c9d15-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_680ca52f0196b3fed29c9d15-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.233898305084746 #### count 590 #### university ##### size 5112 ##### gpa Percentile 9 ##### count Percentile 76 ##### median Count 211.5 ##### 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 | 16 | false | | 2.8–3.2 | 395 | false | | 3.2–3.6 | 1525 | true | | 3.6–4.0 | 3176 | false | #### departments ```json [ { "subject": "ME", "comparison": { "size": 91, "gpaPercentile": 17, "countPercentile": 73, "medianCount": 276, "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": 1, "current": false }, { "range": "2.8–3.2", "count": 11, "current": false }, { "range": "3.2–3.6", "count": 30, "current": true }, { "range": "3.6–4.0", "count": 49, "current": false } ] } } ] ``` ### terms #### 1072 ##### term 1072 ##### gpa 3.4545454545454546 ##### count 22 ##### departments | subject | comparison | | ------- | ---------- | | ME | | #### 1082 ##### term 1082 ##### gpa 3.1166666666666667 ##### count 30 ##### university ###### size 723 ###### gpa Percentile 27 ###### count Percentile 0 ###### median Count 68 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 51 | false | | 2.8–3.2 | 202 | true | | 3.2–3.6 | 265 | false | | 3.6–4.0 | 204 | false | ##### departments ```json [ { "subject": "ME", "comparison": { "size": 17, "gpaPercentile": 50, "countPercentile": 0, "medianCount": 68, "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": 1, "current": false }, { "range": "2.8–3.2", "count": 8, "current": true }, { "range": "3.2–3.6", "count": 4, "current": false }, { "range": "3.6–4.0", "count": 4, "current": false } ] } } ] ``` #### 1092 ##### term 1092 ##### gpa 3.171875 ##### count 32 ##### university ###### size 732 ###### gpa Percentile 31 ###### count Percentile 4 ###### median Count 70 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 41 | false | | 2.8–3.2 | 208 | true | | 3.2–3.6 | 271 | false | | 3.6–4.0 | 211 | false | ##### departments ```json [ { "subject": "ME", "comparison": { "size": 17, "gpaPercentile": 50, "countPercentile": 6, "medianCount": 76, "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": 1, "current": false }, { "range": "2.8–3.2", "count": 8, "current": true }, { "range": "3.2–3.6", "count": 4, "current": false }, { "range": "3.6–4.0", "count": 4, "current": false } ] } } ] ``` #### 1102 ##### term 1102 ##### gpa 2.685185185185185 ##### count 27 ##### departments | subject | comparison | | ------- | ---------- | | ME | | #### 1112 ##### term 1112 ##### gpa 2.6666666666666665 ##### count 33 ##### university ###### size 805 ###### gpa Percentile 2 ###### count Percentile 7 ###### median Count 66 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 45 | true | | 2.8–3.2 | 218 | false | | 3.2–3.6 | 316 | false | | 3.6–4.0 | 225 | false | ##### departments ```json [ { "subject": "ME", "comparison": { "size": 24, "gpaPercentile": 0, "countPercentile": 4, "medianCount": 50.5, "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": 1, "current": true }, { "range": "2.8–3.2", "count": 13, "current": false }, { "range": "3.2–3.6", "count": 4, "current": false }, { "range": "3.6–4.0", "count": 6, "current": false } ] } } ] ``` #### 1122 ##### term 1122 ##### gpa 2.8703703703703702 ##### count 27 ##### departments | subject | comparison | | ------- | ---------- | | ME | | #### 1124 ##### term 1124 ##### gpa 3.3333333333333335 ##### count 6 ##### departments | subject | comparison | | ------- | ---------- | | ME | | #### 1132 ##### term 1132 ##### gpa 3.0625 ##### count 24 ##### departments | subject | comparison | | ------- | ---------- | | ME | | #### 1134 ##### term 1134 ##### gpa 3.75 ##### count 6 ##### departments | subject | comparison | | ------- | ---------- | | ME | | #### 1142 ##### term 1142 ##### gpa 2.75 ##### count 14 ##### departments | subject | comparison | | ------- | ---------- | | ME | | #### 1144 ##### term 1144 ##### gpa 3.3333333333333335 ##### count 12 ##### departments | subject | comparison | | ------- | ---------- | | ME | | #### 1152 ##### term 1152 ##### gpa 2.925925925925926 ##### count 27 ##### departments | subject | comparison | | ------- | ---------- | | ME | | #### 1162 ##### term 1162 ##### gpa 3.5833333333333335 ##### count 6 ##### departments | subject | comparison | | ------- | ---------- | | ME | | #### 1164 ##### term 1164 ##### gpa 3.1475409836065573 ##### count 61 ##### university ###### size 965 ###### gpa Percentile 22 ###### count Percentile 45 ###### median Count 68 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 3 | false | | 2.4–2.8 | 37 | false | | 2.8–3.2 | 216 | true | | 3.2–3.6 | 319 | false | | 3.6–4.0 | 390 | false | ##### departments ```json [ { "subject": "ME", "comparison": { "size": 20, "gpaPercentile": 26, "countPercentile": 32, "medianCount": 88.5, "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": 1, "current": false }, { "range": "2.8–3.2", "count": 7, "current": true }, { "range": "3.2–3.6", "count": 8, "current": false }, { "range": "3.6–4.0", "count": 4, "current": false } ] } } ] ``` #### 1172 ##### term 1172 ##### gpa 3.526315789473684 ##### count 19 ##### departments | subject | comparison | | ------- | ---------- | | ME | | #### 1174 ##### term 1174 ##### gpa 3.2857142857142856 ##### count 7 ##### departments | subject | comparison | | ------- | ---------- | | ME | | #### 1182 ##### term 1182 ##### gpa 3.2023809523809526 ##### count 42 ##### university ###### size 1025 ###### gpa Percentile 24 ###### count Percentile 22 ###### median Count 69 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 21 | false | | 2.8–3.2 | 216 | false | | 3.2–3.6 | 369 | true | | 3.6–4.0 | 418 | false | ##### departments ```json [ { "subject": "ME", "comparison": { "size": 23, "gpaPercentile": 18, "countPercentile": 18, "medianCount": 88, "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": 4, "current": false }, { "range": "3.2–3.6", "count": 10, "current": true }, { "range": "3.6–4.0", "count": 9, "current": false } ] } } ] ``` #### 1192 ##### term 1192 ##### gpa 3.8125 ##### count 8 ##### departments | subject | comparison | | ------- | ---------- | | ME | | #### 1202 ##### term 1202 ##### gpa 3.8636363636363638 ##### count 11 ##### departments | subject | comparison | | ------- | ---------- | | ME | | #### 1212 ##### term 1212 ##### gpa 3.9444444444444446 ##### count 9 ##### departments | subject | comparison | | ------- | ---------- | | ME | | #### 1222 ##### term 1222 ##### gpa 3.4166666666666665 ##### count 6 ##### departments | subject | comparison | | ------- | ---------- | | ME | | #### 1232 ##### term 1232 ##### gpa 3.8 ##### count 15 ##### departments | subject | comparison | | ------- | ---------- | | ME | | #### 1242 ##### term 1242 ##### gpa 3.5 ##### count 36 ##### university ###### size 1295 ###### gpa Percentile 33 ###### count Percentile 15 ###### median Count 67 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 2 | false | | 2.4–2.8 | 11 | false | | 2.8–3.2 | 162 | false | | 3.2–3.6 | 394 | true | | 3.6–4.0 | 726 | false | ##### departments ```json [ { "subject": "ME", "comparison": { "size": 31, "gpaPercentile": 40, "countPercentile": 13, "medianCount": 107, "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": 1, "current": false }, { "range": "2.8–3.2", "count": 2, "current": false }, { "range": "3.2–3.6", "count": 13, "current": true }, { "range": "3.6–4.0", "count": 15, "current": false } ] } } ] ``` #### 1252 ##### term 1252 ##### gpa 3.4150943396226414 ##### count 53 ##### university ###### size 1333 ###### gpa Percentile 24 ###### count Percentile 37 ###### median Count 69 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 0 | false | | 2.4–2.8 | 14 | false | | 2.8–3.2 | 115 | false | | 3.2–3.6 | 431 | true | | 3.6–4.0 | 773 | false | ##### departments ```json [ { "subject": "ME", "comparison": { "size": 28, "gpaPercentile": 33, "countPercentile": 22, "medianCount": 116.5, "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": 1, "current": false }, { "range": "3.2–3.6", "count": 14, "current": true }, { "range": "3.6–4.0", "count": 13, "current": false } ] } } ] ``` #### 1262 ##### term 1262 ##### gpa 3.412280701754386 ##### count 57 ##### university ###### size 1320 ###### gpa Percentile 23 ###### count Percentile 39 ###### median Count 70 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 8 | false | | 2.8–3.2 | 133 | false | | 3.2–3.6 | 381 | true | | 3.6–4.0 | 797 | false | ##### departments ```json [ { "subject": "ME", "comparison": { "size": 31, "gpaPercentile": 33, "countPercentile": 37, "medianCount": 99, "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": 1, "current": false }, { "range": "2.8–3.2", "count": 2, "current": false }, { "range": "3.2–3.6", "count": 15, "current": true }, { "range": "3.6–4.0", "count": 13, "current": false } ] } } ] ``` ### benchmarks #### all ##### school ###### size 5112 ###### gpa 3.651173431046197 ###### top Share 81.2906369532511 ###### count 211.5 ##### ME ###### size 91 ###### gpa 3.56906472697529 ###### top Share 76.00170668766458 ###### count 276 #### terms ##### 1072 ###### school ###### size 723 ###### gpa 3.344595727439471 ###### top Share 62.012941427864526 ###### count 67 ###### ME ###### size 15 ###### gpa 3.2495493891797147 ###### top Share 54.02464895671306 ###### count 93 ##### 1082 ###### school ###### size 723 ###### gpa 3.3583896732335172 ###### top Share 62.932746798940194 ###### count 68 ###### ME ###### size 17 ###### gpa 3.2408406200873086 ###### top Share 55.81435066706851 ###### count 68 ##### 1092 ###### school ###### size 732 ###### gpa 3.374660709520374 ###### top Share 63.690339324346596 ###### count 70 ###### ME ###### size 17 ###### gpa 3.2438208716751173 ###### top Share 55.650195662733246 ###### count 76 ##### 1102 ###### school ###### size 774 ###### gpa 3.36712622366007 ###### top Share 63.703228532165696 ###### count 67 ###### ME ###### size 18 ###### gpa 3.216402832027778 ###### top Share 52.049435141781345 ###### count 80.5 ##### 1104 ###### school ###### size 793 ###### gpa 3.384661458923085 ###### top Share 64.6614752434143 ###### count 66 ###### ME ###### size 19 ###### gpa 3.26616044613599 ###### top Share 56.79103300307398 ###### count 76 ##### 1112 ###### school ###### size 805 ###### gpa 3.3737773184830386 ###### top Share 63.91039244872789 ###### count 66 ###### ME ###### size 24 ###### gpa 3.2764146127585967 ###### top Share 58.09996846831107 ###### count 50.5 ##### 1114 ###### school ###### size 804 ###### gpa 3.3696004653806844 ###### top Share 64.0389334741844 ###### count 68 ###### ME ###### size 19 ###### gpa 3.2194204844463745 ###### top Share 53.33027979920354 ###### count 88 ##### 1122 ###### school ###### size 804 ###### gpa 3.3737149752667013 ###### top Share 63.65118790117902 ###### count 70 ###### ME ###### size 20 ###### gpa 3.246010724938265 ###### top Share 53.6850827019987 ###### count 61.5 ##### 1124 ###### school ###### size 821 ###### gpa 3.406589342026613 ###### top Share 66.35774230127205 ###### count 67 ###### ME ###### size 17 ###### gpa 3.1756785264956235 ###### top Share 48.983764154886465 ###### count 79 ##### 1132 ###### school ###### size 851 ###### gpa 3.391128778809763 ###### top Share 64.69509437122704 ###### count 66 ###### ME ###### size 22 ###### gpa 3.2759023030381442 ###### top Share 55.48684555217185 ###### count 60.5 ##### 1134 ###### school ###### size 852 ###### gpa 3.4138934207568203 ###### top Share 66.35946578182744 ###### count 66 ###### ME ###### size 19 ###### gpa 3.3179505823717044 ###### top Share 58.24056457780153 ###### count 82 ##### 1142 ###### school ###### size 853 ###### gpa 3.3941849959684913 ###### top Share 65.28450334228523 ###### count 67 ###### ME ###### size 22 ###### gpa 3.2509223940390553 ###### top Share 56.81144579867853 ###### count 73.5 ##### 1144 ###### school ###### size 878 ###### gpa 3.4092443327803017 ###### top Share 65.95978235963416 ###### count 64 ###### ME ###### size 19 ###### gpa 3.2360192544570516 ###### top Share 54.25699760318183 ###### count 102 ##### 1152 ###### school ###### size 918 ###### gpa 3.408733538594633 ###### top Share 66.06693005846735 ###### count 65 ###### ME ###### size 24 ###### gpa 3.3808071075650745 ###### top Share 62.5173811857505 ###### count 68 ##### 1154 ###### school ###### size 935 ###### gpa 3.4282378385810093 ###### top Share 67.66674668721691 ###### count 63 ###### ME ###### size 22 ###### gpa 3.2267752869123982 ###### top Share 53.24290112398058 ###### count 82 ##### 1162 ###### school ###### size 954 ###### gpa 3.43726781345039 ###### top Share 68.05645304987395 ###### count 64.5 ###### ME ###### size 27 ###### gpa 3.419766276244962 ###### top Share 64.02056497575037 ###### count 65 ##### 1164 ###### school ###### size 965 ###### gpa 3.46491230798535 ###### top Share 69.92376287143657 ###### count 68 ###### ME ###### size 20 ###### gpa 3.3362830671058554 ###### top Share 61.64619678303988 ###### count 88.5 ##### 1172 ###### school ###### size 991 ###### gpa 3.465129042641772 ###### top Share 69.42600667567366 ###### count 67 ###### ME ###### size 21 ###### gpa 3.4471990844841205 ###### top Share 67.66812128917704 ###### count 89 ##### 1174 ###### school ###### size 955 ###### gpa 3.4597947384071412 ###### top Share 69.5290038366363 ###### count 69 ###### ME ###### size 17 ###### gpa 3.33979014346467 ###### top Share 61.38142751302186 ###### count 106 ##### 1182 ###### school ###### size 1025 ###### gpa 3.474159360325319 ###### top Share 70.34861441764347 ###### count 69 ###### ME ###### size 23 ###### gpa 3.457465602596896 ###### top Share 69.62313477557635 ###### count 88 ##### 1184 ###### school ###### size 1010 ###### gpa 3.47925290354517 ###### top Share 70.86270937115944 ###### count 68 ###### ME ###### size 21 ###### gpa 3.3897986237160582 ###### top Share 63.802936853612174 ###### count 88 ##### 1192 ###### school ###### size 1077 ###### gpa 3.50327634323125 ###### top Share 72.44641925727845 ###### count 67 ###### ME ###### size 25 ###### gpa 3.466695235970762 ###### top Share 68.51106643821986 ###### count 77 ##### 1194 ###### school ###### size 1040 ###### gpa 3.4906527436719808 ###### top Share 71.74728845515045 ###### count 67 ###### ME ###### size 23 ###### gpa 3.411535423691701 ###### top Share 62.97771742929326 ###### count 68 ##### 1202 ###### school ###### size 1102 ###### gpa 3.5102605987403313 ###### top Share 72.78244569053733 ###### count 68 ###### ME ###### size 21 ###### gpa 3.4785985760675224 ###### top Share 69.95456644574271 ###### count 96 ##### 1212 ###### school ###### size 1111 ###### gpa 3.5856416028074487 ###### top Share 77.58926748660845 ###### count 68 ###### ME ###### size 23 ###### gpa 3.538085451005178 ###### top Share 75.05280872206067 ###### count 95 ##### 1222 ###### school ###### size 1157 ###### gpa 3.563052311875811 ###### top Share 76.64869058732418 ###### count 64 ###### ME ###### size 28 ###### gpa 3.5317658980245055 ###### top Share 73.85244504654484 ###### count 71.5 ##### 1232 ###### school ###### size 1216 ###### gpa 3.575457431972425 ###### top Share 77.33712216234007 ###### count 66 ###### ME ###### size 25 ###### gpa 3.572892556393539 ###### top Share 76.54575303131045 ###### count 118 ##### 1242 ###### school ###### size 1295 ###### gpa 3.595302892737449 ###### top Share 78.36291889885307 ###### count 67 ###### ME ###### size 31 ###### gpa 3.5460868086391497 ###### top Share 75.80892567064664 ###### count 107 ##### 1252 ###### school ###### size 1333 ###### gpa 3.619494049739118 ###### top Share 79.71442190500672 ###### count 69 ###### ME ###### size 28 ###### gpa 3.5912563782704816 ###### top Share 76.82128204846178 ###### count 116.5 ##### 1262 ###### school ###### size 1320 ###### gpa 3.628825763035853 ###### top Share 80.21118846327654 ###### count 70 ###### ME ###### size 31 ###### gpa 3.5621240602604693 ###### top Share 74.89090043988932 ###### count 99 ## instructor Trends ```json [ { "uid": "instructor_2f6d15019d492ea0d853ea99", "name": "MICHAEL ZINN", "count": 317, "terms": [ { "term": "1164", "count": 61, "sections": 1, "gpa": 3.1475409836065573 }, { "term": "1172", "count": 19, "sections": 1, "gpa": 3.526315789473684 }, { "term": "1182", "count": 42, "sections": 1, "gpa": 3.2023809523809526 }, { "term": "1192", "count": 8, "sections": 2, "gpa": 3.8125 }, { "term": "1202", "count": 11, "sections": 1, "gpa": 3.8636363636363638 }, { "term": "1212", "count": 9, "sections": 1, "gpa": 3.9444444444444446 }, { "term": "1222", "count": 6, "sections": 1, "gpa": 3.4166666666666665 }, { "term": "1232", "count": 15, "sections": 1, "gpa": 3.8 }, { "term": "1242", "count": 36, "sections": 1, "gpa": 3.5 }, { "term": "1252", "count": 53, "sections": 1, "gpa": 3.4150943396226414 }, { "term": "1262", "count": 57, "sections": 1, "gpa": 3.412280701754386 } ] }, { "uid": "instructor_3d4c5b8d4f1015ba84b22455", "name": "JOHN MOSKWA", "count": 184, "terms": [ { "term": "1072", "count": 14, "sections": 1, "gpa": 3.4285714285714284 }, { "term": "1082", "count": 24, "sections": 1, "gpa": 2.9583333333333335 }, { "term": "1102", "count": 27, "sections": 1, "gpa": 2.685185185185185 }, { "term": "1112", "count": 33, "sections": 1, "gpa": 2.6666666666666665 }, { "term": "1122", "count": 27, "sections": 1, "gpa": 2.8703703703703702 }, { "term": "1132", "count": 24, "sections": 1, "gpa": 3.0625 }, { "term": "1142", "count": 14, "sections": 1, "gpa": 2.75 }, { "term": "1152", "count": 21, "sections": 1, "gpa": 2.9047619047619047 } ] }, { "uid": "instructor_64a1f644a95a3786b7942d1f", "name": "NEIL DUFFIE", "count": 89, "terms": [ { "term": "1072", "count": 8, "sections": 2, "gpa": 3.5 }, { "term": "1082", "count": 6, "sections": 2, "gpa": 3.75 }, { "term": "1092", "count": 32, "sections": 2, "gpa": 3.171875 }, { "term": "1124", "count": 6, "sections": 2, "gpa": 3.3333333333333335 }, { "term": "1134", "count": 6, "sections": 1, "gpa": 3.75 }, { "term": "1144", "count": 12, "sections": 1, "gpa": 3.3333333333333335 }, { "term": "1152", "count": 6, "sections": 1, "gpa": 3 }, { "term": "1162", "count": 6, "sections": 1, "gpa": 3.5833333333333335 }, { "term": "1174", "count": 7, "sections": 2, "gpa": 3.2857142857142856 } ] }, { "uid": "instructor_1f7bf06f9f00c8a03428fd17", "name": "VARUN RAJAN", "count": 57, "terms": [ { "term": "1262", "count": 57, "sections": 1, "gpa": 3.412280701754386 } ] }, { "uid": "instructor_8413bd0b2a60666389312a16", "name": "ISHAN GANDHI", "count": 53, "terms": [ { "term": "1252", "count": 53, "sections": 1, "gpa": 3.4150943396226414 } ] }, { "uid": "instructor_7417b47f7539065fd70d9cc7", "name": "BOLUN ZHANG", "count": 11, "terms": [ { "term": "1202", "count": 11, "sections": 1, "gpa": 3.8636363636363638 } ] }, { "uid": "instructor_e4e5ab27f0285ae0feee134e", "name": "MICHAEL HAGENOW", "count": 8, "terms": [ { "term": "1192", "count": 8, "sections": 1, "gpa": 3.8125 } ] } ] ``` ## following | code | title | | ---------- | --------------------------------------------------- | | ECE/ME 577 | AUTOMATIC CONTROLS LABORATORY | | ME 447 | COMPUTER CONTROL OF MACHINES AND PROCESSES | | ME 747 | ADVANCED COMPUTER CONTROL OF MACHINES AND PROCESSES |