# PSYCH 454: Behavioral Neuroscience | UW–Madison [View on UW Courses](https://uwcourses.com/courses/PSYCH_454) ## 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 46301d0f06d4da19cf79b77131646d291dcb197d71838664ca911ea552a3c979 ### course id PSYCH 454 ### course uid course\_0593d58e1f8ad103506a6dfe ### catalog version id 7a1d72ceee6e0b9a70585a3a5e7d0711f1328123912a93efdaa675d502016e08 ### course number 454 ### subjects * PSYCH ### title BEHAVIORAL NEUROSCIENCE ### description Biological basis of human and animal behaviors, including perception, action, cognition, social interaction and disease. Weekly themes from "Cracking the Neural Code" to "Love and War". Learn, develop and use neural mechanisms to explain and (attempt to) predict what they and others think and do in all facets of life. ### requirements text PSYCH 202, (ZOOLOGY/​BIOLOGY  101and102),ZOOLOGY/​BIOLOGY/​BOTANY  151, or (BIOCORE 381and382) ### credit offering ids None recorded. ### llm job id enrich-8b774950c2b6adfdc46d1b82 ### llm output id 21bf7ead6f473f54a49e482a473f4d5e5e83db9159c37753b31880dfd114bde9 ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary PSYCH 454 Behavioral Neuroscience explores the biological basis of behavior, using neural mechanisms to explain and predict actions and thoughts. ### llm topics * Perception, action, cognition, social interaction, disease, and neural coding. ### llm skills * Using neural mechanisms to explain and predict human and animal behavior. ### llm assumed background * Foundational knowledge in general psychology and introductory biology (cellular, genetic, and physiological principles). ### llm search phrases * behavioral neuroscience prerequisites * PSYCH 454 biological basis of behavior * neural mechanisms prediction behavior * animal biology psychology course ### llm requirements status valid ### llm student summary status valid ### llm experience status valid ### catalog variants None recorded. ### student summary #### context hash 3ffc2953ae9881dd1f51342af90ac885ef4c8a69c1c7ba7f9f069b3b9bcf7dac #### course id PSYCH 454 #### current instructors None recorded. #### difficulty workload Historical reviews of Yuri Saalmann: The workload is low with no homework, but the grading is strict as only a few errors are allowed on exams, requiring memorization of all slides. ```json { "citations": [ { "instructor_name": "Yuri Saalmann", "review_date": "2021-03-24 04:12:24 +0000 UTC", "review_id": "faf415483859e71ab71f1785", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1942437", "source_review_id": "UmF0aW5nLTM0NDY3ODIw", "source_url": "https://www.ratemyprofessors.com/professor/1942437", "type": "review" }, { "instructor_name": "Yuri Saalmann", "review_date": "2026-05-12 23:24:17 +0000 UTC", "review_id": "7b882b400a7946913a7b9f65", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1942437", "source_review_id": "UmF0aW5nLTQzMTA5NTYx", "source_url": "https://www.ratemyprofessors.com/professor/1942437", "type": "review" } ] } ``` #### errors None recorded. #### historical context Historical reviews of Yuri Saalmann: Yuri Saalmann is described as a fantastic and engaging lecturer who makes the material interesting, though some find his dry, memorization-heavy style easy to tune out. Reviews highlight that the course relies solely on three exams with no homework, requiring significant study of slide content rather than textbook readings. ```json { "citations": [ { "instructor_name": "Yuri Saalmann", "review_date": "2015-11-06 01:50:09 +0000 UTC", "review_id": "f4add253d8d3dbdd379e8455", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1942437", "source_review_id": "UmF0aW5nLTI1MzU2NjE1", "source_url": "https://www.ratemyprofessors.com/professor/1942437", "type": "review" }, { "instructor_name": "Yuri Saalmann", "review_date": "2021-03-24 04:12:24 +0000 UTC", "review_id": "faf415483859e71ab71f1785", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1942437", "source_review_id": "UmF0aW5nLTM0NDY3ODIw", "source_url": "https://www.ratemyprofessors.com/professor/1942437", "type": "review" }, { "instructor_name": "Yuri Saalmann", "review_date": "2022-04-25 00:48:03 +0000 UTC", "review_id": "c0550c6f66654e3637677038", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1942437", "source_review_id": "UmF0aW5nLTM2MTQxOTY2", "source_url": "https://www.ratemyprofessors.com/professor/1942437", "type": "review" }, { "instructor_name": "Yuri Saalmann", "review_date": "2024-05-02 20:22:01 +0000 UTC", "review_id": "e8dfc26a298f5d8b3f38bd87", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1942437", "source_review_id": "UmF0aW5nLTM5MzQ0ODAw", "source_url": "https://www.ratemyprofessors.com/professor/1942437", "type": "review" }, { "instructor_name": "Yuri Saalmann", "review_date": "2025-03-15 02:24:14 +0000 UTC", "review_id": "0c1a58ad16d3323453a9bf5c", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1942437", "source_review_id": "UmF0aW5nLTQwNzczMzgy", "source_url": "https://www.ratemyprofessors.com/professor/1942437", "type": "review" }, { "instructor_name": "Yuri Saalmann", "review_date": "2026-05-12 23:24:17 +0000 UTC", "review_id": "7b882b400a7946913a7b9f65", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1942437", "source_review_id": "UmF0aW5nLTQzMTA5NTYx", "source_url": "https://www.ratemyprofessors.com/professor/1942437", "type": "review" } ] } ``` #### offered false #### profile hash 5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02 #### quick take Historical reviews of Yuri Saalmann: Yuri Saalmann is a fantastic lecturer who makes the material interesting, though the course relies heavily on memorizing extensive slide content for three exams. ```json { "citations": [ { "instructor_name": "Yuri Saalmann", "review_date": "2015-11-06 01:50:09 +0000 UTC", "review_id": "f4add253d8d3dbdd379e8455", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1942437", "source_review_id": "UmF0aW5nLTI1MzU2NjE1", "source_url": "https://www.ratemyprofessors.com/professor/1942437", "type": "review" }, { "instructor_name": "Yuri Saalmann", "review_date": "2024-05-02 20:22:01 +0000 UTC", "review_id": "e8dfc26a298f5d8b3f38bd87", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1942437", "source_review_id": "UmF0aW5nLTM5MzQ0ODAw", "source_url": "https://www.ratemyprofessors.com/professor/1942437", "type": "review" } ] } ``` Recent recorded grades — Spring 2024: 3.08 GPA, 48.2% A/AB (n=417 letter grades); Spring 2025: 3.50 GPA, 72.0% A/AB (n=429 letter grades); Spring 2026: 3.09 GPA, 50.1% A/AB (n=451 letter grades). ```json { "citations": [ { "course_id": "PSYCH 454", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "4d8cc20d-f4b9-3edc-bf58-c09b767911ec", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "PSYCH 454", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "4d8cc20d-f4b9-3edc-bf58-c09b767911ec", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "PSYCH 454", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "4d8cc20d-f4b9-3edc-bf58-c09b767911ec", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1264", "type": "grade" } ] } ``` #### student experience Historical reviews of Yuri Saalmann: Lectures are recorded and optional, but the high volume of content requires consistent study rather than last-minute cramming to succeed on the tests. ```json { "citations": [ { "instructor_name": "Yuri Saalmann", "review_date": "2024-05-02 20:22:01 +0000 UTC", "review_id": "e8dfc26a298f5d8b3f38bd87", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1942437", "source_review_id": "UmF0aW5nLTM5MzQ0ODAw", "source_url": "https://www.ratemyprofessors.com/professor/1942437", "type": "review" }, { "instructor_name": "Yuri Saalmann", "review_date": "2025-03-15 02:24:14 +0000 UTC", "review_id": "0c1a58ad16d3323453a9bf5c", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1942437", "source_review_id": "UmF0aW5nLTQwNzczMzgy", "source_url": "https://www.ratemyprofessors.com/professor/1942437", "type": "review" } ] } ``` #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history CATHERINE AUGER is recorded teaching in Spring 2008, Spring 2009, Spring 2010, Spring 2013. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "PSYCH 454", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "4d8cc20d-f4b9-3edc-bf58-c09b767911ec", "source_record": { "entity_id": "4d8cc20d-f4b9-3edc-bf58-c09b767911ec", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1084", "type": "grade" }, { "course_id": "PSYCH 454", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "4d8cc20d-f4b9-3edc-bf58-c09b767911ec", "source_record": { "entity_id": "4d8cc20d-f4b9-3edc-bf58-c09b767911ec", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1094", "type": "grade" }, { "course_id": "PSYCH 454", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "4d8cc20d-f4b9-3edc-bf58-c09b767911ec", "source_record": { "entity_id": "4d8cc20d-f4b9-3edc-bf58-c09b767911ec", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1104", "type": "grade" }, { "course_id": "PSYCH 454", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "4d8cc20d-f4b9-3edc-bf58-c09b767911ec", "source_record": { "entity_id": "4d8cc20d-f4b9-3edc-bf58-c09b767911ec", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1134", "type": "grade" } ] } ``` YURI SAALMANN is recorded teaching in Fall 2014, Fall 2015, Spring 2017, Spring 2018, Spring 2019, Spring 2020, Spring 2022, Spring 2023, Spring 2024, Spring 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "PSYCH 454", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "4d8cc20d-f4b9-3edc-bf58-c09b767911ec", "source_record": { "entity_id": "4d8cc20d-f4b9-3edc-bf58-c09b767911ec", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1152", "type": "grade" }, { "course_id": "PSYCH 454", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "4d8cc20d-f4b9-3edc-bf58-c09b767911ec", "source_record": { "entity_id": "4d8cc20d-f4b9-3edc-bf58-c09b767911ec", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1152", "type": "grade" }, { "course_id": "PSYCH 454", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "4d8cc20d-f4b9-3edc-bf58-c09b767911ec", "source_record": { "entity_id": "4d8cc20d-f4b9-3edc-bf58-c09b767911ec", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1162", "type": "grade" }, { "course_id": "PSYCH 454", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "4d8cc20d-f4b9-3edc-bf58-c09b767911ec", "source_record": { "entity_id": "4d8cc20d-f4b9-3edc-bf58-c09b767911ec", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1162", "type": "grade" }, { "course_id": "PSYCH 454", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "4d8cc20d-f4b9-3edc-bf58-c09b767911ec", "source_record": { "entity_id": "4d8cc20d-f4b9-3edc-bf58-c09b767911ec", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1174", "type": "grade" }, { "course_id": "PSYCH 454", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "4d8cc20d-f4b9-3edc-bf58-c09b767911ec", "source_record": { "entity_id": "4d8cc20d-f4b9-3edc-bf58-c09b767911ec", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1174", "type": "grade" }, { "course_id": "PSYCH 454", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "4d8cc20d-f4b9-3edc-bf58-c09b767911ec", "source_record": { "entity_id": "4d8cc20d-f4b9-3edc-bf58-c09b767911ec", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1184", "type": "grade" }, { "course_id": "PSYCH 454", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "4d8cc20d-f4b9-3edc-bf58-c09b767911ec", "source_record": { "entity_id": "4d8cc20d-f4b9-3edc-bf58-c09b767911ec", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1184", "type": "grade" }, { "course_id": "PSYCH 454", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "4d8cc20d-f4b9-3edc-bf58-c09b767911ec", "source_record": { "entity_id": "4d8cc20d-f4b9-3edc-bf58-c09b767911ec", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1194", "type": "grade" }, { "course_id": "PSYCH 454", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "4d8cc20d-f4b9-3edc-bf58-c09b767911ec", "source_record": { "entity_id": "4d8cc20d-f4b9-3edc-bf58-c09b767911ec", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1194", "type": "grade" }, { "course_id": "PSYCH 454", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "4d8cc20d-f4b9-3edc-bf58-c09b767911ec", "source_record": { "entity_id": "4d8cc20d-f4b9-3edc-bf58-c09b767911ec", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1204", "type": "grade" }, { "course_id": "PSYCH 454", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "4d8cc20d-f4b9-3edc-bf58-c09b767911ec", "source_record": { "entity_id": "4d8cc20d-f4b9-3edc-bf58-c09b767911ec", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1204", "type": "grade" }, { "course_id": "PSYCH 454", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "4d8cc20d-f4b9-3edc-bf58-c09b767911ec", "source_record": { "entity_id": "4d8cc20d-f4b9-3edc-bf58-c09b767911ec", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1224", "type": "grade" }, { "course_id": "PSYCH 454", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "4d8cc20d-f4b9-3edc-bf58-c09b767911ec", "source_record": { "entity_id": "4d8cc20d-f4b9-3edc-bf58-c09b767911ec", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1224", "type": "grade" }, { "course_id": "PSYCH 454", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "4d8cc20d-f4b9-3edc-bf58-c09b767911ec", "source_record": { "entity_id": "4d8cc20d-f4b9-3edc-bf58-c09b767911ec", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1234", "type": "grade" }, { "course_id": "PSYCH 454", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "4d8cc20d-f4b9-3edc-bf58-c09b767911ec", "source_record": { "entity_id": "4d8cc20d-f4b9-3edc-bf58-c09b767911ec", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1234", "type": "grade" }, { "course_id": "PSYCH 454", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "4d8cc20d-f4b9-3edc-bf58-c09b767911ec", "source_record": { "entity_id": "4d8cc20d-f4b9-3edc-bf58-c09b767911ec", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "PSYCH 454", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "4d8cc20d-f4b9-3edc-bf58-c09b767911ec", "source_record": { "entity_id": "4d8cc20d-f4b9-3edc-bf58-c09b767911ec", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "PSYCH 454", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "4d8cc20d-f4b9-3edc-bf58-c09b767911ec", "source_record": { "entity_id": "4d8cc20d-f4b9-3edc-bf58-c09b767911ec", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "PSYCH 454", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "4d8cc20d-f4b9-3edc-bf58-c09b767911ec", "source_record": { "entity_id": "4d8cc20d-f4b9-3edc-bf58-c09b767911ec", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" }, { "course_id": "PSYCH 454", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "4d8cc20d-f4b9-3edc-bf58-c09b767911ec", "source_record": { "entity_id": "4d8cc20d-f4b9-3edc-bf58-c09b767911ec", "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": [ "n1", "n2", "n3", "n4" ], "condition": null, "course": null, "evidence": "PSYCH 202, (ZOOLOGY/BIOLOGY 101and102),ZOOLOGY/BIOLOGY/BOTANY 151, or (BIOCORE 381and382)", "id": "n0", "kind": "any" }, { "children": [], "condition": null, "course": { "course_number": 202, "minimum_grade": null, "subjects": [ "PSYCH" ], "timing": "prior" }, "evidence": "PSYCH 202", "id": "n1", "kind": "course" }, { "children": [ "n5", "n6" ], "condition": null, "course": null, "evidence": "(ZOOLOGY/BIOLOGY 101and102)", "id": "n2", "kind": "all" }, { "children": [], "condition": null, "course": { "course_number": 151, "minimum_grade": null, "subjects": [ "BIOLOGY", "BOTANY", "ZOOLOGY" ], "timing": "prior" }, "evidence": "ZOOLOGY/BIOLOGY/BOTANY 151", "id": "n3", "kind": "course" }, { "children": [ "n7", "n8" ], "condition": null, "course": null, "evidence": "(BIOCORE 381and382)", "id": "n4", "kind": "all" }, { "children": [], "condition": null, "course": { "course_number": 101, "minimum_grade": null, "subjects": [ "BIOLOGY", "ZOOLOGY" ], "timing": "prior" }, "evidence": "ZOOLOGY/BIOLOGY 101", "id": "n5", "kind": "course" }, { "children": [], "condition": null, "course": { "course_number": 102, "minimum_grade": null, "subjects": [ "BIOLOGY", "ZOOLOGY" ], "timing": "prior" }, "evidence": "102", "id": "n6", "kind": "course" }, { "children": [], "condition": null, "course": { "course_number": 381, "minimum_grade": null, "subjects": [ "BIOCORE" ], "timing": "prior" }, "evidence": "BIOCORE 381", "id": "n7", "kind": "course" }, { "children": [], "condition": null, "course": { "course_number": 382, "minimum_grade": null, "subjects": [ "BIOCORE" ], "timing": "prior" }, "evidence": "382", "id": "n8", "kind": "course" } ] ``` #### notes None recorded. #### root n0 #### status parsed ### instructors None recorded. ### offerings None recorded. ### sections None recorded. ### grade instructors ```json [ { "instructor_uid": "instructor_a9a0a5e1d2d30d19d29f1857", "source": "madgrades", "source_instructor_id": "4312051", "identity_basis": "source_id", "identity_status": "source_identified", "name": "CATHERINE AUGER", "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": 2.88, "difficulty": 2.88, "quality_count": 8, "difficulty_count": 8, "profile_id": "rmp:1285541", "source_url": "https://www.ratemyprofessors.com/professor/1285541", "match_basis": "exact_name", "observed_at": "2026-09-07 16:49:33.062840+00:00", "courses": { "course_0593d58e1f8ad103506a6dfe": { "review_count": 6, "quality": 2.17, "difficulty": 3.5, "quality_count": 6, "difficulty_count": 6 } }, "bayesian_quality": 3.4369184168189966, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.367, "graded": 215, "counts": [ 105, 37, 36, 9, 18, 8, 2 ], "sections": 33 }, "instructor_url": "/instructors/CATHERINE_AUGER--instructor_a9a0a5e1d2d30d19d29f1857" }, { "instructor_uid": "instructor_0d9f989ec5f01e4a420d39a6", "source": "madgrades", "source_instructor_id": "3786759", "identity_basis": "source_id", "identity_status": "source_identified", "name": "FERRINNE SPECTOR", "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": 3.149, "graded": 625, "counts": [ 256, 103, 92, 59, 64, 32, 19 ], "sections": 8 }, "instructor_url": "/instructors/FERRINNE_SPECTOR--instructor_0d9f989ec5f01e4a420d39a6" }, { "instructor_uid": "instructor_51a1a2fa2f42afed4ddce04c", "source": "madgrades", "source_instructor_id": "3159874", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MICHELLE EDELMANN", "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": 2.907, "graded": 70, "counts": [ 13, 15, 17, 12, 6, 6, 1 ], "sections": 1 }, "instructor_url": "/instructors/MICHELLE_EDELMANN--instructor_51a1a2fa2f42afed4ddce04c" }, { "instructor_uid": "instructor_6b9a154d6cb486aed6c0cd6a", "source": "madgrades", "source_instructor_id": "5287264", "identity_basis": "source_id", "identity_status": "source_identified", "name": "YURI SAALMANN", "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": 50, "quality": 4.14, "difficulty": 2.94, "quality_count": 50, "difficulty_count": 50, "profile_id": "rmp:1942437", "source_url": "https://www.ratemyprofessors.com/professor/1942437", "match_basis": "exact_name", "observed_at": "2026-09-07 15:57:09.743969+00:00", "courses": { "course_0593d58e1f8ad103506a6dfe": { "review_count": 28, "quality": 4.18, "difficulty": 3.25, "quality_count": 28, "difficulty_count": 28 } }, "bayesian_quality": 4.002767366727598, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.291, "graded": 4062, "counts": [ 1404, 1104, 747, 383, 302, 87, 35 ], "sections": 79 }, "instructor_url": "/instructors/YURI_SAALMANN--instructor_6b9a154d6cb486aed6c0cd6a" }, { "instructor_uid": "instructor_dd207bbb4ec0d53873dde93b", "source": "madgrades", "source_instructor_id": "4731066", "identity_basis": "source_id", "identity_status": "source_identified", "name": "XIN ZHAO", "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": 2.954, "graded": 1913, "counts": [ 387, 414, 446, 280, 267, 82, 37 ], "sections": 10 }, "instructor_url": "/instructors/XIN_ZHAO--instructor_dd207bbb4ec0d53873dde93b" }, { "instructor_uid": "instructor_ae8c4bccef69f90205936a1c", "source": "madgrades", "source_instructor_id": "5851345", "identity_basis": "source_id", "identity_status": "source_identified", "name": "RACHEL STEINER", "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": 3.361, "graded": 413, "counts": [ 156, 115, 70, 41, 21, 7, 3 ], "sections": 4 }, "instructor_url": "/instructors/RACHEL_STEINER--instructor_ae8c4bccef69f90205936a1c" }, { "instructor_uid": "instructor_6f8587f7f511ba2ad7bfaba8", "source": "madgrades", "source_instructor_id": "5331464", "identity_basis": "source_id", "identity_status": "source_identified", "name": "RON HOPKINS", "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": 3.465, "graded": 906, "counts": [ 418, 236, 136, 60, 33, 17, 6 ], "sections": 6 }, "instructor_url": "/instructors/RON_HOPKINS--instructor_6f8587f7f511ba2ad7bfaba8" }, { "instructor_uid": "instructor_17cf5b8fdd29eeb521da20fb", "source": "madgrades", "source_instructor_id": "6087319", "identity_basis": "source_id", "identity_status": "source_identified", "name": "DUNCAN CLEVELAND", "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": 3.294, "graded": 802, "counts": [ 268, 235, 152, 65, 56, 17, 9 ], "sections": 3 }, "instructor_url": "/instructors/DUNCAN_CLEVELAND--instructor_17cf5b8fdd29eeb521da20fb" }, { "instructor_uid": "instructor_0b074df145c46b59bd5878a4", "source": "madgrades", "source_instructor_id": "6211094", "identity_basis": "source_id", "identity_status": "source_identified", "name": "KUSHIN MUKHERJEE", "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": 3.101, "graded": 404, "counts": [ 108, 100, 78, 48, 53, 11, 6 ], "sections": 1 }, "instructor_url": "/instructors/KUSHIN_MUKHERJEE" }, { "instructor_uid": "instructor_b8eaa8d40d972754e622f84a", "source": "madgrades", "source_instructor_id": "5419845", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ZARMEEN ZAHID", "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": 3.101, "graded": 404, "counts": [ 108, 100, 78, 48, 53, 11, 6 ], "sections": 1 }, "instructor_url": "/instructors/ZARMEEN_ZAHID--instructor_b8eaa8d40d972754e622f84a" }, { "instructor_uid": "instructor_8fba34da5e7fd5d73ed8a13c", "source": "madgrades", "source_instructor_id": "5907065", "identity_basis": "source_id", "identity_status": "source_identified", "name": "QUAN WAN", "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": 3.153, "graded": 731, "counts": [ 227, 145, 182, 68, 75, 23, 11 ], "sections": 4 }, "instructor_url": "/instructors/QUAN_WAN" }, { "instructor_uid": "instructor_966b45f93a8b31ea3721a4d2", "source": "madgrades", "source_instructor_id": "6211454", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JIANGANG SHAN", "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": 2.915, "graded": 726, "counts": [ 147, 145, 170, 100, 114, 33, 17 ], "sections": 4 }, "instructor_url": "/instructors/JIANGANG_SHAN--instructor_966b45f93a8b31ea3721a4d2" }, { "instructor_uid": "instructor_1a4b9ed8506824e801791284", "source": "madgrades", "source_instructor_id": "6365928", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MING JIUN TSAI", "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": 3.084, "graded": 457, "counts": [ 107, 115, 92, 74, 50, 18, 1 ], "sections": 2 }, "instructor_url": "/instructors/MING_JIUN_TSAI--instructor_1a4b9ed8506824e801791284" }, { "instructor_uid": "instructor_b33a6c87073d050a9722774f", "source": "madgrades", "source_instructor_id": "6455467", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JUNLI DU", "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": 3.085, "graded": 887, "counts": [ 187, 256, 196, 114, 95, 29, 10 ], "sections": 3 }, "instructor_url": "/instructors/JUNLI_DU--instructor_b33a6c87073d050a9722774f" }, { "instructor_uid": "instructor_4263a3bbe21c33d6a37827d8", "source": "madgrades", "source_instructor_id": "6452394", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MOHAMMAD ALI KHEIRKHAH RAVANDI", "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": 3.41, "graded": 678, "counts": [ 296, 167, 110, 57, 29, 13, 6 ], "sections": 2 }, "instructor_url": "/instructors/MOHAMMAD_ALI_KHEIRKHAH_RAVANDI--instructor_4263a3bbe21c33d6a37827d8" }, { "instructor_uid": "instructor_a3396310c08a274f067f9da9", "source": "madgrades", "source_instructor_id": "6550539", "identity_basis": "source_id", "identity_status": "source_identified", "name": null, "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": 3.524, "graded": 565, "counts": [ 282, 136, 92, 32, 13, 5, 5 ], "sections": 3 }, "instructor_url": "/instructors/UNKNOWN_INSTRUCTOR--instructor_a3396310c08a274f067f9da9" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PSYCH 454", "course_uid": "course_0593d58e1f8ad103506a6dfe", "term_id": "1084", "term_name": "Spring 2008", "instructors": [ "CATHERINE AUGER" ], "a": 9, "ab": 15, "b": 5, "bc": 2, "c": 3, "d": 1, "f": 1, "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": [ "PSYCH 454" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PSYCH 454", "course_uid": "course_0593d58e1f8ad103506a6dfe", "term_id": "1094", "term_name": "Spring 2009", "instructors": [ "CATHERINE AUGER" ], "a": 19, "ab": 5, "b": 9, "bc": 0, "c": 9, "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": 43, "source_aliases": [ "PSYCH 454" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PSYCH 454", "course_uid": "course_0593d58e1f8ad103506a6dfe", "term_id": "1104", "term_name": "Spring 2010", "instructors": [ "CATHERINE AUGER" ], "a": 8, "ab": 11, "b": 14, "bc": 4, "c": 5, "d": 3, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 45, "source_aliases": [ "PSYCH 454" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PSYCH 454", "course_uid": "course_0593d58e1f8ad103506a6dfe", "term_id": "1114", "term_name": "Spring 2011", "instructors": [ "Ferrinne Spector", "MICHELLE EDELMANN" ], "a": 13, "ab": 15, "b": 17, "bc": 12, "c": 6, "d": 6, "f": 1, "satisfactory": 2, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 72, "source_aliases": [ "PSYCH 454" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PSYCH 454", "course_uid": "course_0593d58e1f8ad103506a6dfe", "term_id": "1134", "term_name": "Spring 2013", "instructors": [ "CATHERINE AUGER" ], "a": 16, "ab": 6, "b": 8, "bc": 3, "c": 1, "d": 4, "f": 0, "satisfactory": 2, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 0, "other": 0, "total": 41, "source_aliases": [ "PSYCH 454" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PSYCH 454", "course_uid": "course_0593d58e1f8ad103506a6dfe", "term_id": "1152", "term_name": "Fall 2014", "instructors": [ "Xinyu Zhao", "Yuri Saalmann" ], "a": 34, "ab": 27, "b": 13, "bc": 4, "c": 1, "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": 80, "source_aliases": [ "PSYCH 454" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PSYCH 454", "course_uid": "course_0593d58e1f8ad103506a6dfe", "term_id": "1162", "term_name": "Fall 2015", "instructors": [ "Xinyu Zhao", "Yuri Saalmann" ], "a": 59, "ab": 37, "b": 20, "bc": 8, "c": 4, "d": 2, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 130, "source_aliases": [ "PSYCH 454" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PSYCH 454", "course_uid": "course_0593d58e1f8ad103506a6dfe", "term_id": "1174", "term_name": "Spring 2017", "instructors": [ "RACHEL STEINER", "Yuri Saalmann" ], "a": 131, "ab": 104, "b": 50, "bc": 30, "c": 14, "d": 3, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 332, "source_aliases": [ "PSYCH 454" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PSYCH 454", "course_uid": "course_0593d58e1f8ad103506a6dfe", "term_id": "1184", "term_name": "Spring 2018", "instructors": [ "RON HOPKINS", "Yuri Saalmann" ], "a": 148, "ab": 128, "b": 91, "bc": 48, "c": 29, "d": 14, "f": 5, "satisfactory": 0, "unsatisfactory": 1, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 0, "other": 1, "total": 466, "source_aliases": [ "PSYCH 454" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PSYCH 454", "course_uid": "course_0593d58e1f8ad103506a6dfe", "term_id": "1194", "term_name": "Spring 2019", "instructors": [ "Yuri Saalmann" ], "a": 109, "ab": 113, "b": 74, "bc": 36, "c": 27, "d": 10, "f": 6, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 1, "other": 1, "total": 378, "source_aliases": [ "PSYCH 454" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PSYCH 454", "course_uid": "course_0593d58e1f8ad103506a6dfe", "term_id": "1204", "term_name": "Spring 2020", "instructors": [ "Duncan Cleveland", "Yuri Saalmann" ], "a": 177, "ab": 113, "b": 51, "bc": 19, "c": 11, "d": 3, "f": 1, "satisfactory": 45, "unsatisfactory": 3, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 0, "other": 0, "total": 424, "source_aliases": [ "PSYCH 454" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PSYCH 454", "course_uid": "course_0593d58e1f8ad103506a6dfe", "term_id": "1224", "term_name": "Spring 2022", "instructors": [ "KUSHIN MUKHERJEE", "Yuri Saalmann", "ZARMEEN ZAHID" ], "a": 120, "ab": 105, "b": 82, "bc": 50, "c": 53, "d": 11, "f": 6, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 4, "no_work": 0, "not_reported": 0, "other": 0, "total": 431, "source_aliases": [ "PSYCH 454" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PSYCH 454", "course_uid": "course_0593d58e1f8ad103506a6dfe", "term_id": "1234", "term_name": "Spring 2023", "instructors": [ "JIANGANG SHAN", "QUAN WAN", "Yuri Saalmann" ], "a": 105, "ab": 119, "b": 96, "bc": 46, "c": 55, "d": 13, "f": 6, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 2, "no_work": 0, "not_reported": 0, "other": 0, "total": 443, "source_aliases": [ "PSYCH 454" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PSYCH 454", "course_uid": "course_0593d58e1f8ad103506a6dfe", "term_id": "1244", "term_name": "Spring 2024", "instructors": [ "Junli Du", "Ming Jiun Tsai", "Yuri Saalmann" ], "a": 88, "ab": 113, "b": 87, "bc": 66, "c": 49, "d": 13, "f": 1, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 2, "no_work": 0, "not_reported": 0, "other": 0, "total": 419, "source_aliases": [ "PSYCH 454" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PSYCH 454", "course_uid": "course_0593d58e1f8ad103506a6dfe", "term_id": "1254", "term_name": "Spring 2025", "instructors": [ "Mohammad Ali Kheirkhah Ravandi", "Yuri Saalmann" ], "a": 192, "ab": 117, "b": 76, "bc": 27, "c": 12, "d": 3, "f": 2, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 0, "other": 0, "total": 430, "source_aliases": [ "PSYCH 454" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PSYCH 454", "course_uid": "course_0593d58e1f8ad103506a6dfe", "term_id": "1264", "term_name": "Spring 2026", "instructors": [ "Duncan Cleveland", "Junli Du", "Yuri Saalmann" ], "a": 98, "ab": 128, "b": 107, "bc": 49, "c": 47, "d": 14, "f": 8, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 451, "source_aliases": [ "PSYCH 454" ] } ] ``` ### statistics #### gpa 3.255 #### graded 4151 #### counts * 1326 * 1156 * 800 * 404 * 326 * 101 * 38 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_0593d58e1f8ad103506a6dfe-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_0593d58e1f8ad103506a6dfe-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_0593d58e1f8ad103506a6dfe-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_0593d58e1f8ad103506a6dfe-0.json) #### reviews * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_0593d58e1f8ad103506a6dfe-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_0593d58e1f8ad103506a6dfe-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_0593d58e1f8ad103506a6dfe-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_0593d58e1f8ad103506a6dfe-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.2553601541797157 #### count 4151 #### university ##### size 4560 ##### gpa Percentile 11 ##### count Percentile 99 ##### median Count 142 ##### 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 | 12 | false | | 2.8–3.2 | 364 | false | | 3.2–3.6 | 1306 | true | | 3.6–4.0 | 2878 | false | #### departments ```json [ { "subject": "PSYCH", "comparison": { "size": 61, "gpaPercentile": 28, "countPercentile": 97, "medianCount": 300, "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": 12, "current": false }, { "range": "3.2–3.6", "count": 17, "current": true }, { "range": "3.6–4.0", "count": 32, "current": false } ] } } ] ``` ### terms #### 1084 ##### term 1084 ##### gpa 3.2083333333333335 ##### count 36 ##### university ###### size 720 ###### gpa Percentile 36 ###### count Percentile 12 ###### 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 | 3 | false | | 2.4–2.8 | 45 | false | | 2.8–3.2 | 207 | false | | 3.2–3.6 | 248 | true | | 3.6–4.0 | 217 | false | ##### departments ```json [ { "subject": "PSYCH", "comparison": { "size": 11, "gpaPercentile": 90, "countPercentile": 0, "medianCount": 182, "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": 4, "current": false }, { "range": "2.8–3.2", "count": 5, "current": false }, { "range": "3.2–3.6", "count": 1, "current": true }, { "range": "3.6–4.0", "count": 1, "current": false } ] } } ] ``` #### 1094 ##### term 1094 ##### gpa 3.2209302325581395 ##### count 43 ##### university ###### size 758 ###### gpa Percentile 36 ###### count Percentile 25 ###### median Count 71 ###### 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 | 35 | false | | 2.8–3.2 | 226 | false | | 3.2–3.6 | 259 | true | | 3.6–4.0 | 236 | false | ##### departments ```json [ { "subject": "PSYCH", "comparison": { "size": 10, "gpaPercentile": 78, "countPercentile": 11, "medianCount": 178, "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": 3, "current": false }, { "range": "2.8–3.2", "count": 4, "current": false }, { "range": "3.2–3.6", "count": 2, "current": true }, { "range": "3.6–4.0", "count": 1, "current": false } ] } } ] ``` #### 1104 ##### term 1104 ##### gpa 3.011111111111111 ##### count 45 ##### university ###### size 793 ###### gpa Percentile 18 ###### count Percentile 30 ###### 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 | 4 | false | | 2.4–2.8 | 49 | false | | 2.8–3.2 | 205 | true | | 3.2–3.6 | 294 | false | | 3.6–4.0 | 241 | false | ##### departments ```json [ { "subject": "PSYCH", "comparison": { "size": 11, "gpaPercentile": 50, "countPercentile": 10, "medianCount": 180, "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": 5, "current": false }, { "range": "2.8–3.2", "count": 3, "current": true }, { "range": "3.2–3.6", "count": 2, "current": false }, { "range": "3.6–4.0", "count": 1, "current": false } ] } } ] ``` #### 1114 ##### term 1114 ##### gpa 2.907142857142857 ##### count 70 ##### university ###### size 804 ###### gpa Percentile 11 ###### count Percentile 52 ###### median Count 68 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 53 | false | | 2.8–3.2 | 231 | true | | 3.2–3.6 | 292 | false | | 3.6–4.0 | 227 | false | ##### departments ```json [ { "subject": "PSYCH", "comparison": { "size": 12, "gpaPercentile": 36, "countPercentile": 18, "medianCount": 158.5, "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": 4, "current": false }, { "range": "2.8–3.2", "count": 5, "current": true }, { "range": "3.2–3.6", "count": 2, "current": false }, { "range": "3.6–4.0", "count": 1, "current": false } ] } } ] ``` #### 1134 ##### term 1134 ##### gpa 3.223684210526316 ##### count 38 ##### university ###### size 852 ###### gpa Percentile 33 ###### count Percentile 17 ###### median Count 66 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 2 | false | | 2.4–2.8 | 30 | false | | 2.8–3.2 | 229 | false | | 3.2–3.6 | 304 | true | | 3.6–4.0 | 287 | false | ##### departments ```json [ { "subject": "PSYCH", "comparison": { "size": 11, "gpaPercentile": 70, "countPercentile": 10, "medianCount": 180, "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": 3, "current": false }, { "range": "2.8–3.2", "count": 4, "current": false }, { "range": "3.2–3.6", "count": 3, "current": true }, { "range": "3.6–4.0", "count": 1, "current": false } ] } } ] ``` #### 1152 ##### term 1152 ##### gpa 3.53125 ##### count 80 ##### university ###### size 918 ###### gpa Percentile 63 ###### count Percentile 59 ###### 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 | 1 | false | | 2.4–2.8 | 33 | false | | 2.8–3.2 | 227 | false | | 3.2–3.6 | 371 | true | | 3.6–4.0 | 286 | false | ##### departments ```json [ { "subject": "PSYCH", "comparison": { "size": 17, "gpaPercentile": 63, "countPercentile": 38, "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": 3, "current": false }, { "range": "2.8–3.2", "count": 3, "current": false }, { "range": "3.2–3.6", "count": 5, "current": true }, { "range": "3.6–4.0", "count": 6, "current": false } ] } } ] ``` #### 1162 ##### term 1162 ##### gpa 3.503846153846154 ##### count 130 ##### university ###### size 954 ###### gpa Percentile 55 ###### count Percentile 78 ###### median Count 64.5 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 2 | false | | 2.4–2.8 | 23 | false | | 2.8–3.2 | 234 | false | | 3.2–3.6 | 350 | true | | 3.6–4.0 | 345 | false | ##### departments ```json [ { "subject": "PSYCH", "comparison": { "size": 17, "gpaPercentile": 63, "countPercentile": 63, "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": 2, "current": false }, { "range": "2.8–3.2", "count": 7, "current": false }, { "range": "3.2–3.6", "count": 4, "current": true }, { "range": "3.6–4.0", "count": 4, "current": false } ] } } ] ``` #### 1174 ##### term 1174 ##### gpa 3.4457831325301207 ##### count 332 ##### university ###### size 955 ###### gpa Percentile 48 ###### count Percentile 95 ###### 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 | 29 | false | | 2.8–3.2 | 224 | false | | 3.2–3.6 | 332 | true | | 3.6–4.0 | 369 | false | ##### departments ```json [ { "subject": "PSYCH", "comparison": { "size": 17, "gpaPercentile": 63, "countPercentile": 94, "medianCount": 104, "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": 6, "current": false }, { "range": "3.2–3.6", "count": 4, "current": true }, { "range": "3.6–4.0", "count": 6, "current": false } ] } } ] ``` #### 1184 ##### term 1184 ##### gpa 3.250539956803456 ##### count 463 ##### university ###### size 1010 ###### gpa Percentile 27 ###### count Percentile 97 ###### median Count 68 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 26 | false | | 2.8–3.2 | 210 | false | | 3.2–3.6 | 355 | true | | 3.6–4.0 | 418 | false | ##### departments ```json [ { "subject": "PSYCH", "comparison": { "size": 20, "gpaPercentile": 37, "countPercentile": 95, "medianCount": 152.5, "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": 2, "current": false }, { "range": "2.8–3.2", "count": 5, "current": false }, { "range": "3.2–3.6", "count": 8, "current": true }, { "range": "3.6–4.0", "count": 5, "current": false } ] } } ] ``` #### 1194 ##### term 1194 ##### gpa 3.22 ##### count 375 ##### university ###### size 1040 ###### gpa Percentile 25 ###### count Percentile 96 ###### median Count 67 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 23 | false | | 2.8–3.2 | 220 | false | | 3.2–3.6 | 342 | true | | 3.6–4.0 | 454 | false | ##### departments ```json [ { "subject": "PSYCH", "comparison": { "size": 19, "gpaPercentile": 33, "countPercentile": 94, "medianCount": 188, "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": 4, "current": false }, { "range": "3.2–3.6", "count": 6, "current": true }, { "range": "3.6–4.0", "count": 8, "current": false } ] } } ] ``` #### 1204 ##### term 1204 ##### gpa 3.544 ##### count 375 ##### university ###### size 1012 ###### gpa Percentile 25 ###### count Percentile 97 ###### 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 | true | | 3.6–4.0 | 685 | false | ##### departments ```json [ { "subject": "PSYCH", "comparison": { "size": 19, "gpaPercentile": 22, "countPercentile": 94, "medianCount": 179, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 0, "current": false }, { "range": "3.2–3.6", "count": 8, "current": true }, { "range": "3.6–4.0", "count": 11, "current": false } ] } } ] ``` #### 1224 ##### term 1224 ##### gpa 3.1276346604215455 ##### count 427 ##### university ###### size 1171 ###### gpa Percentile 13 ###### count Percentile 96 ###### median Count 64 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 3 | false | | 2.4–2.8 | 21 | false | | 2.8–3.2 | 173 | true | | 3.2–3.6 | 358 | false | | 3.6–4.0 | 616 | false | ##### departments ```json [ { "subject": "PSYCH", "comparison": { "size": 18, "gpaPercentile": 29, "countPercentile": 94, "medianCount": 226, "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": true }, { "range": "3.2–3.6", "count": 5, "current": false }, { "range": "3.6–4.0", "count": 6, "current": false } ] } } ] ``` #### 1234 ##### term 1234 ##### gpa 3.096590909090909 ##### count 440 ##### university ###### size 1188 ###### gpa Percentile 9 ###### count Percentile 96 ###### 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 | true | | 3.2–3.6 | 374 | false | | 3.6–4.0 | 650 | false | ##### departments ```json [ { "subject": "PSYCH", "comparison": { "size": 20, "gpaPercentile": 11, "countPercentile": 89, "medianCount": 201, "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": true }, { "range": "3.2–3.6", "count": 7, "current": false }, { "range": "3.6–4.0", "count": 7, "current": false } ] } } ] ``` #### 1244 ##### term 1244 ##### gpa 3.080335731414868 ##### count 417 ##### university ###### size 1241 ###### gpa Percentile 7 ###### count Percentile 96 ###### 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 | true | | 3.2–3.6 | 373 | false | | 3.6–4.0 | 706 | false | ##### departments ```json [ { "subject": "PSYCH", "comparison": { "size": 20, "gpaPercentile": 16, "countPercentile": 95, "medianCount": 184.5, "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": 4, "current": true }, { "range": "3.2–3.6", "count": 8, "current": false }, { "range": "3.6–4.0", "count": 7, "current": false } ] } } ] ``` #### 1254 ##### term 1254 ##### gpa 3.4965034965034967 ##### count 429 ##### university ###### size 1289 ###### gpa Percentile 31 ###### count Percentile 96 ###### median Count 66 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 0 | false | | 2.4–2.8 | 17 | false | | 2.8–3.2 | 128 | false | | 3.2–3.6 | 379 | true | | 3.6–4.0 | 765 | false | ##### departments ```json [ { "subject": "PSYCH", "comparison": { "size": 21, "gpaPercentile": 50, "countPercentile": 95, "medianCount": 184, "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": 3, "current": false }, { "range": "3.2–3.6", "count": 10, "current": true }, { "range": "3.6–4.0", "count": 8, "current": false } ] } } ] ``` #### 1264 ##### term 1264 ##### gpa 3.0853658536585367 ##### count 451 ##### university ###### size 1283 ###### gpa Percentile 7 ###### count Percentile 96 ###### median Count 66 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 20 | false | | 2.8–3.2 | 130 | true | | 3.2–3.6 | 343 | false | | 3.6–4.0 | 789 | false | ##### departments ```json [ { "subject": "PSYCH", "comparison": { "size": 22, "gpaPercentile": 0, "countPercentile": 95, "medianCount": 185, "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": true }, { "range": "3.2–3.6", "count": 11, "current": false }, { "range": "3.6–4.0", "count": 9, "current": false } ] } } ] ``` ### benchmarks #### all ##### school ###### size 4560 ###### gpa 3.6528197946724137 ###### top Share 81.39609306896564 ###### count 142 ##### PSYCH ###### size 61 ###### gpa 3.550007665556329 ###### top Share 74.85861973075252 ###### count 300 #### terms ##### 1084 ###### school ###### size 720 ###### gpa 3.3670742938849725 ###### top Share 63.42064564712246 ###### count 70 ###### PSYCH ###### size 11 ###### gpa 2.9957822530567246 ###### top Share 43.74449558335551 ###### count 182 ##### 1094 ###### school ###### size 758 ###### gpa 3.3891454428111527 ###### top Share 64.36369814389255 ###### count 71 ###### PSYCH ###### size 10 ###### gpa 3.0427617502118967 ###### top Share 43.84960453770488 ###### count 178 ##### 1104 ###### school ###### size 793 ###### gpa 3.384661458923085 ###### top Share 64.6614752434143 ###### count 66 ###### PSYCH ###### size 11 ###### gpa 2.9974542120402528 ###### top Share 43.39873579845639 ###### count 180 ##### 1114 ###### school ###### size 804 ###### gpa 3.3696004653806844 ###### top Share 64.0389334741844 ###### count 68 ###### PSYCH ###### size 12 ###### gpa 3.0410430203919585 ###### top Share 47.43190832701591 ###### count 158.5 ##### 1134 ###### school ###### size 852 ###### gpa 3.4138934207568203 ###### top Share 66.35946578182744 ###### count 66 ###### PSYCH ###### size 11 ###### gpa 3.0322108772909826 ###### top Share 44.791105621621675 ###### count 180 ##### 1152 ###### school ###### size 918 ###### gpa 3.408733538594633 ###### top Share 66.06693005846735 ###### count 65 ###### PSYCH ###### size 17 ###### gpa 3.3512628874157357 ###### top Share 64.03211642693566 ###### count 88 ##### 1162 ###### school ###### size 954 ###### gpa 3.43726781345039 ###### top Share 68.05645304987395 ###### count 64.5 ###### PSYCH ###### size 17 ###### gpa 3.3162326319002924 ###### top Share 61.54465359359951 ###### count 107 ##### 1174 ###### school ###### size 955 ###### gpa 3.4597947384071412 ###### top Share 69.5290038366363 ###### count 69 ###### PSYCH ###### size 17 ###### gpa 3.3645101563296795 ###### top Share 63.62260847323748 ###### count 104 ##### 1184 ###### school ###### size 1010 ###### gpa 3.47925290354517 ###### top Share 70.86270937115944 ###### count 68 ###### PSYCH ###### size 20 ###### gpa 3.374178086034726 ###### top Share 64.10177946666806 ###### count 152.5 ##### 1194 ###### school ###### size 1040 ###### gpa 3.4906527436719808 ###### top Share 71.74728845515045 ###### count 67 ###### PSYCH ###### size 19 ###### gpa 3.4599315905844583 ###### top Share 69.18998825969474 ###### count 188 ##### 1204 ###### school ###### size 1012 ###### gpa 3.703747431523761 ###### top Share 84.59811226304916 ###### count 65.5 ###### PSYCH ###### size 19 ###### gpa 3.700347750222924 ###### top Share 83.03933802878836 ###### count 179 ##### 1224 ###### school ###### size 1171 ###### gpa 3.5627882428500937 ###### top Share 76.37271640560496 ###### count 64 ###### PSYCH ###### size 18 ###### gpa 3.4120250428463477 ###### top Share 66.53408209766918 ###### count 226 ##### 1234 ###### school ###### size 1188 ###### gpa 3.5799441677552393 ###### top Share 77.18256448537606 ###### count 65 ###### PSYCH ###### size 20 ###### gpa 3.4539384055570475 ###### top Share 71.04450483819372 ###### count 201 ##### 1244 ###### school ###### size 1241 ###### gpa 3.5975573126929192 ###### top Share 78.29036874847135 ###### count 65 ###### PSYCH ###### size 20 ###### gpa 3.4090708755099746 ###### top Share 67.32853638768276 ###### count 184.5 ##### 1254 ###### school ###### size 1289 ###### gpa 3.6126423469389106 ###### top Share 79.48050408754871 ###### count 66 ###### PSYCH ###### size 21 ###### gpa 3.4758286943378804 ###### top Share 71.4472753270678 ###### count 184 ##### 1264 ###### school ###### size 1283 ###### gpa 3.6229729166451925 ###### top Share 80.13669149396227 ###### count 66 ###### PSYCH ###### size 22 ###### gpa 3.5321528029265625 ###### top Share 75.2260106961097 ###### count 185 ## instructor Trends ```json [ { "uid": "instructor_6b9a154d6cb486aed6c0cd6a", "name": "YURI SAALMANN", "count": 3919, "terms": [ { "term": "1152", "count": 80, "sections": 2, "gpa": 3.53125 }, { "term": "1162", "count": 130, "sections": 2, "gpa": 3.503846153846154 }, { "term": "1174", "count": 332, "sections": 2, "gpa": 3.4457831325301207 }, { "term": "1184", "count": 463, "sections": 2, "gpa": 3.250539956803456 }, { "term": "1194", "count": 375, "sections": 2, "gpa": 3.22 }, { "term": "1204", "count": 375, "sections": 2, "gpa": 3.544 }, { "term": "1224", "count": 427, "sections": 2, "gpa": 3.1276346604215455 }, { "term": "1234", "count": 440, "sections": 2, "gpa": 3.096590909090909 }, { "term": "1244", "count": 417, "sections": 2, "gpa": 3.080335731414868 }, { "term": "1254", "count": 429, "sections": 1, "gpa": 3.4965034965034967 }, { "term": "1264", "count": 451, "sections": 2, "gpa": 3.0853658536585367 } ] }, { "uid": "instructor_b33a6c87073d050a9722774f", "name": "JUNLI DU", "count": 820, "terms": [ { "term": "1244", "count": 393, "sections": 1, "gpa": 3.0572519083969465 }, { "term": "1264", "count": 427, "sections": 1, "gpa": 3.0749414519906324 } ] }, { "uid": "instructor_17cf5b8fdd29eeb521da20fb", "name": "DUNCAN CLEVELAND", "count": 802, "terms": [ { "term": "1204", "count": 375, "sections": 2, "gpa": 3.544 }, { "term": "1264", "count": 427, "sections": 1, "gpa": 3.0749414519906324 } ] }, { "uid": "instructor_6f8587f7f511ba2ad7bfaba8", "name": "RON HOPKINS", "count": 463, "terms": [ { "term": "1184", "count": 463, "sections": 2, "gpa": 3.250539956803456 } ] }, { "uid": "instructor_4263a3bbe21c33d6a37827d8", "name": "MOHAMMAD ALI KHEIRKHAH RAVANDI", "count": 429, "terms": [ { "term": "1254", "count": 429, "sections": 1, "gpa": 3.4965034965034967 } ] }, { "uid": "instructor_a3396310c08a274f067f9da9", "name": "Unknown instructor", "count": 429, "terms": [ { "term": "1254", "count": 429, "sections": 1, "gpa": 3.4965034965034967 } ] }, { "uid": "instructor_8fba34da5e7fd5d73ed8a13c", "name": "QUAN WAN", "count": 415, "terms": [ { "term": "1234", "count": 415, "sections": 1, "gpa": 3.0698795180722893 } ] }, { "uid": "instructor_966b45f93a8b31ea3721a4d2", "name": "JIANGANG SHAN", "count": 415, "terms": [ { "term": "1234", "count": 415, "sections": 1, "gpa": 3.0698795180722893 } ] }, { "uid": "instructor_0b074df145c46b59bd5878a4", "name": "KUSHIN MUKHERJEE", "count": 404, "terms": [ { "term": "1224", "count": 404, "sections": 1, "gpa": 3.1014851485148514 } ] }, { "uid": "instructor_b8eaa8d40d972754e622f84a", "name": "ZARMEEN ZAHID", "count": 404, "terms": [ { "term": "1224", "count": 404, "sections": 1, "gpa": 3.1014851485148514 } ] }, { "uid": 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"instructor_0d9f989ec5f01e4a420d39a6", "name": "FERRINNE SPECTOR", "count": 70, "terms": [ { "term": "1114", "count": 70, "sections": 1, "gpa": 2.907142857142857 } ] }, { "uid": "instructor_51a1a2fa2f42afed4ddce04c", "name": "MICHELLE EDELMANN", "count": 70, "terms": [ { "term": "1114", "count": 70, "sections": 1, "gpa": 2.907142857142857 } ] } ] ``` ## following | code | title | | ---------------- | ------------------------------------------------------------------------------- | | GENETICS 520 | NEUROGENETICS | | NEURODPT/NTP 640 | COMPUTATIONAL NEUROSCIENCE: FROM SINGLE CELLS TO WHOLE BRAIN MODELS | | NTP 666 | NEUROSCIENCE OF CONSCIOUSNESS AND ITS DISORDERS | | NTP 677 | BASIC SLEEP MECHANISMS AND SLEEP DISORDERS: FROM NEUROBIOLOGY TO SLEEP MEDICINE | | PSYCH 513 | HORMONES, BRAIN, AND BEHAVIOR | | PSYCH 515 | ANIMAL COGNITION | | PSYCH 532 | PSYCHOLOGICAL EFFECTS OF THE INTERNET | | PSYCH 603 | EPIGENETICS AND THE BRAIN | | PSYCH 612 | NEUROPHARMACOLOGY | ## projection ### target 1272 ### gpa 3.189111500871626 ### grades | grade | percentage | | ----- | ------------------ | | A | 28.191596226246013 | | AB | 27.207843311311898 | | B | 20.908743301500486 | | BC | 10.76219260145673 | | C | 9.419163512879114 | | D | 2.4472751586853914 | | F | 1.0631858879203504 | ### source Terms * 1264 * 1254 * 1244 * 1234 * 1224 ### source Count 2164 ### same Season false ### historical Range * 3.0803357314148676 * 3.4965034965034962