# PSYCH 456: Social Psychology | UW–Madison [View on UW Courses](https://uwcourses.com/courses/PSYCH_456) ## Dataset ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ### repository twangodev/uwcourses ### schema version 6 ### importer version 7 ### projection id 94468b7d4154126ca413937bb4738a6d21e0c2277f6fa397a6078ad80a32384f ### observed at 2026-09-07T15:55:43.033547+00:00 ### built at 2026-09-10T23:19:01.870283+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 34d8feab45c617a2ea2228d729a1d2c39c31ecd2d2152839d30a6ae8981e01e3 ### course id PSYCH 456 ### course uid course\_ac8b1c27fdbde1a0c941dbaf ### catalog version id 0bdcacf83d13e6dd424bd530cc65784b6057962ba0457abe6eaae503b84353a6 ### course number 456 ### subjects * PSYCH ### title SOCIAL PSYCHOLOGY ### description Introduce classic and contemporary theories and research in the field, with an emphasis on experimental methodology. Examine the psychological study of the individual in the social world, including social interaction, motivation, attitudes, conformity, communication, leadership, personal relationships, and behavior in small groups. ### requirements text PSYCH 202 ### credit offering ids None recorded. ### llm job id enrich-8b774950c2b6adfdc46d1b82 ### llm output id 9bbf13364195d6df7200a4cd931a4af8e35798ca3d9c5f5865fe458bedb1ff50 ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary Introduces classic and contemporary social psychology theories and research with an emphasis on experimental methodology. ### llm topics * Social interaction, motivation, attitudes, conformity, communication, leadership, personal relationships, and small group behavior ### llm skills * Experimental methodology * Psychological study of social behavior ### llm assumed background * Credit for PSYCH 201 or 281 ### llm search phrases * social psychology experimental methodology * social interaction motivation attitudes conformity * PSYCH 456 social world behavior ### llm requirements status valid ### llm student summary status valid ### llm experience status valid ### catalog variants None recorded. ### student summary #### context hash 50e3088b51c425527c8a4c906ae22d0e10c48521c41d2b9941fe81255e426404 #### course id PSYCH 456 #### current instructors None recorded. #### difficulty workload Historical reviews of Emily Dix, Judith Harackiewicz, Tina Winston: Workload often involves extensive textbook reading and detailed, difficult exams that require memorization. Some instructors make attendance mandatory or grade heavily on confusing, wordy tests, while others offer spaced assignments and clear grading criteria. ```json { "citations": [ { "instructor_name": "Emily Dix", "review_date": "2017-12-13 19:32:21 +0000 UTC", "review_id": "00002a8a3451ee9b25be190c", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2320354", "source_review_id": "UmF0aW5nLTI5MTg0MzM5", "source_url": "https://www.ratemyprofessors.com/professor/2320354", "type": "review" }, { "instructor_name": "Emily Dix", "review_date": "2019-04-09 17:57:50 +0000 UTC", "review_id": "ee71e92080435120fee08d9f", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2320354", "source_review_id": "UmF0aW5nLTMxNTU4MjY3", "source_url": "https://www.ratemyprofessors.com/professor/2320354", "type": "review" }, { "instructor_name": "Judith Harackiewicz", "review_date": "2019-12-18 01:02:10 +0000 UTC", "review_id": "1f8cdd095d39fd19212f35a3", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:610892", "source_review_id": "UmF0aW5nLTMyNjk3NzA0", "source_url": "https://www.ratemyprofessors.com/professor/610892", "type": "review" }, { "instructor_name": "Tina Winston", "review_date": "2020-07-03 20:20:35 +0000 UTC", "review_id": "c37f449dc641f9ad0d39c200", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:368062", "source_review_id": "UmF0aW5nLTMzNDgzMDUz", "source_url": "https://www.ratemyprofessors.com/professor/368062", "type": "review" }, { "instructor_name": "Judith Harackiewicz", "review_date": "2020-12-18 19:44:39 +0000 UTC", "review_id": "74c185a9fc1c8e065e320304", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:610892", "source_review_id": "UmF0aW5nLTM0MTM5MTEw", "source_url": "https://www.ratemyprofessors.com/professor/610892", "type": "review" }, { "instructor_name": "Tina Winston", "review_date": "2024-12-19 16:18:38 +0000 UTC", "review_id": "1fcdf3e8a32e33be3f99646e", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:368062", "source_review_id": "UmF0aW5nLTQwMzgxNzYw", "source_url": "https://www.ratemyprofessors.com/professor/368062", "type": "review" }, { "instructor_name": "Tina Winston", "review_date": "2026-04-13 17:00:15 +0000 UTC", "review_id": "ecf4688c3f07235487536c78", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:368062", "source_review_id": "UmF0aW5nLTQyODI0MzQx", "source_url": "https://www.ratemyprofessors.com/professor/368062", "type": "review" } ] } ``` #### errors None recorded. #### historical context Historical reviews of Emily Dix: Emily Dix is described as nice and knowledgeable but criticized for dry, rambling lectures and extremely detailed exams that require exhaustive textbook reading. Reviewers found the grading harsh and the course experience less engaging than other options. ```json { "citations": [ { "instructor_name": "Emily Dix", "review_date": "2017-12-13 19:32:21 +0000 UTC", "review_id": "00002a8a3451ee9b25be190c", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2320354", "source_review_id": "UmF0aW5nLTI5MTg0MzM5", "source_url": "https://www.ratemyprofessors.com/professor/2320354", "type": "review" }, { "instructor_name": "Emily Dix", "review_date": "2019-04-09 17:57:50 +0000 UTC", "review_id": "ee71e92080435120fee08d9f", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2320354", "source_review_id": "UmF0aW5nLTMxNTU4MjY3", "source_url": "https://www.ratemyprofessors.com/professor/2320354", "type": "review" } ] } ``` #### offered false #### profile hash 5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02 #### quick take Historical reviews of Abigail Letak, Megan Bruun: Students highly recommend the course when taught by engaging instructors like Abigail Letak and Megan Bruun, praising their clear lectures and caring nature. Conversely, reviews for Emily Dix, Judith Harackiewicz, and Tina Winston highlight significant frustrations with dry teaching, confusing exams, and passive-aggressive attitudes, though one review for Harackiewicz was positive. ```json { "citations": [ { "instructor_name": "Abigail Letak", "review_date": "2019-04-24 17:08:33 +0000 UTC", "review_id": "24788956df725aba0b98111c", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2481787", "source_review_id": "UmF0aW5nLTMxNjYzOTEz", "source_url": "https://www.ratemyprofessors.com/professor/2481787", "type": "review" }, { "instructor_name": "Abigail Letak", "review_date": "2020-01-31 01:16:14 +0000 UTC", "review_id": "62efc8b85e04e1683eb8cce0", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2481787", "source_review_id": "UmF0aW5nLTMyODgxMzM4", "source_url": "https://www.ratemyprofessors.com/professor/2481787", "type": "review" }, { "instructor_name": "Megan Bruun", "review_date": "2022-12-15 21:53:34 +0000 UTC", "review_id": "89e482ee3425dd0a382e7313", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2844429", "source_review_id": "UmF0aW5nLTM3MTQzNTg4", "source_url": "https://www.ratemyprofessors.com/professor/2844429", "type": "review" }, { "instructor_name": "Megan Bruun", "review_date": "2022-12-18 21:19:51 +0000 UTC", "review_id": "cd9a07021123cdad1df44055", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2844429", "source_review_id": "UmF0aW5nLTM3MTgwNzM2", "source_url": "https://www.ratemyprofessors.com/professor/2844429", "type": "review" }, { "instructor_name": "Megan Bruun", "review_date": "2023-04-03 14:49:55 +0000 UTC", "review_id": "8b16f2d757858df7a6832b08", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2844429", "source_review_id": "UmF0aW5nLTM3NTcyOTI2", "source_url": "https://www.ratemyprofessors.com/professor/2844429", "type": "review" } ] } ``` Recent recorded grades — Fall 2024: 3.19 GPA, 43.8% A/AB (n=267 letter grades); Fall 2025: 3.32 GPA, 58.7% A/AB (n=184 letter grades); Spring 2026: 3.50 GPA, 71.0% A/AB (n=193 letter grades). ```json { "citations": [ { "course_id": "PSYCH 456", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "be59f649-e83c-30ab-98ac-cbf7d434b6bf", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "PSYCH 456", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "be59f649-e83c-30ab-98ac-cbf7d434b6bf", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "PSYCH 456", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "be59f649-e83c-30ab-98ac-cbf7d434b6bf", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1264", "type": "grade" } ] } ``` #### student experience Historical reviews of Abigail Letak, Megan Bruun: With supportive professors, students find the material interesting and lectures engaging, with accessible instructors who explain topics clearly and answer questions. ```json { "citations": [ { "instructor_name": "Abigail Letak", "review_date": "2019-04-24 17:08:33 +0000 UTC", "review_id": "24788956df725aba0b98111c", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2481787", "source_review_id": "UmF0aW5nLTMxNjYzOTEz", "source_url": "https://www.ratemyprofessors.com/professor/2481787", "type": "review" }, { "instructor_name": "Abigail Letak", "review_date": "2020-01-31 01:16:14 +0000 UTC", "review_id": "62efc8b85e04e1683eb8cce0", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2481787", "source_review_id": "UmF0aW5nLTMyODgxMzM4", "source_url": "https://www.ratemyprofessors.com/professor/2481787", "type": "review" }, { "instructor_name": "Megan Bruun", "review_date": "2022-12-15 21:53:34 +0000 UTC", "review_id": "89e482ee3425dd0a382e7313", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2844429", "source_review_id": "UmF0aW5nLTM3MTQzNTg4", "source_url": "https://www.ratemyprofessors.com/professor/2844429", "type": "review" }, { "instructor_name": "Megan Bruun", "review_date": "2022-12-18 21:19:51 +0000 UTC", "review_id": "cd9a07021123cdad1df44055", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2844429", "source_review_id": "UmF0aW5nLTM3MTgwNzM2", "source_url": "https://www.ratemyprofessors.com/professor/2844429", "type": "review" }, { "instructor_name": "Megan Bruun", "review_date": "2023-04-03 14:49:55 +0000 UTC", "review_id": "8b16f2d757858df7a6832b08", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2844429", "source_review_id": "UmF0aW5nLTM3NTcyOTI2", "source_url": "https://www.ratemyprofessors.com/professor/2844429", "type": "review" } ] } ``` #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history ABIGAIL LETAK is recorded teaching in Fall 2018, Spring 2019, Fall 2019. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "PSYCH 456", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "be59f649-e83c-30ab-98ac-cbf7d434b6bf", "source_record": { "entity_id": "be59f649-e83c-30ab-98ac-cbf7d434b6bf", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1192", "type": "grade" }, { "course_id": "PSYCH 456", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "be59f649-e83c-30ab-98ac-cbf7d434b6bf", "source_record": { "entity_id": "be59f649-e83c-30ab-98ac-cbf7d434b6bf", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1194", "type": "grade" }, { "course_id": "PSYCH 456", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "be59f649-e83c-30ab-98ac-cbf7d434b6bf", "source_record": { "entity_id": "be59f649-e83c-30ab-98ac-cbf7d434b6bf", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1202", "type": "grade" } ] } ``` EMILY DIX is recorded teaching in Fall 2017, Fall 2018. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "PSYCH 456", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "be59f649-e83c-30ab-98ac-cbf7d434b6bf", "source_record": { "entity_id": "be59f649-e83c-30ab-98ac-cbf7d434b6bf", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1182", "type": "grade" }, { "course_id": "PSYCH 456", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "be59f649-e83c-30ab-98ac-cbf7d434b6bf", "source_record": { "entity_id": "be59f649-e83c-30ab-98ac-cbf7d434b6bf", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1192", "type": "grade" } ] } ``` JUDITH HARACKIEWICZ is recorded teaching in Fall 2019, Fall 2020. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "PSYCH 456", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "be59f649-e83c-30ab-98ac-cbf7d434b6bf", "source_record": { "entity_id": "be59f649-e83c-30ab-98ac-cbf7d434b6bf", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1202", "type": "grade" }, { "course_id": "PSYCH 456", "run_id": "20260907T155543-ce3781c4", "section_number": 3, "source_course_id": "be59f649-e83c-30ab-98ac-cbf7d434b6bf", "source_record": { "entity_id": "be59f649-e83c-30ab-98ac-cbf7d434b6bf", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1202", "type": "grade" }, { "course_id": "PSYCH 456", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "be59f649-e83c-30ab-98ac-cbf7d434b6bf", "source_record": { "entity_id": "be59f649-e83c-30ab-98ac-cbf7d434b6bf", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1212", "type": "grade" }, { "course_id": "PSYCH 456", "run_id": "20260907T155543-ce3781c4", "section_number": 3, "source_course_id": "be59f649-e83c-30ab-98ac-cbf7d434b6bf", "source_record": { "entity_id": "be59f649-e83c-30ab-98ac-cbf7d434b6bf", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1212", "type": "grade" } ] } ``` MEGAN BRUUN is recorded teaching in Fall 2022. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "PSYCH 456", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "be59f649-e83c-30ab-98ac-cbf7d434b6bf", "source_record": { "entity_id": "be59f649-e83c-30ab-98ac-cbf7d434b6bf", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" } ] } ``` TINA WINSTON is recorded teaching in Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "PSYCH 456", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "be59f649-e83c-30ab-98ac-cbf7d434b6bf", "source_record": { "entity_id": "be59f649-e83c-30ab-98ac-cbf7d434b6bf", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "PSYCH 456", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "be59f649-e83c-30ab-98ac-cbf7d434b6bf", "source_record": { "entity_id": "be59f649-e83c-30ab-98ac-cbf7d434b6bf", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "PSYCH 456", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "be59f649-e83c-30ab-98ac-cbf7d434b6bf", "source_record": { "entity_id": "be59f649-e83c-30ab-98ac-cbf7d434b6bf", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ] } ``` #### term id 1272 #### term name 2026 Fall #### version 2 ### requirements #### nodes ```json [ { "children": [], "condition": null, "course": { "course_number": 202, "minimum_grade": null, "subjects": [ "PSYCH" ], "timing": "prior" }, "evidence": "PSYCH 202", "id": "n0", "kind": "course" } ] ``` #### notes None recorded. #### root n0 #### status parsed ### instructors None recorded. ### offerings None recorded. ### sections None recorded. ### grade instructors ```json [ { "instructor_uid": "instructor_45a14faa0cebd782b98acfc5", "source": "madgrades", "source_instructor_id": "4357679", "identity_basis": "source_id", "identity_status": "source_identified", "name": "EMILY DIX", "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": 10, "quality": 2.7, "difficulty": 3.1, "quality_count": 10, "difficulty_count": 10, "profile_id": "rmp:2320354", "source_url": "https://www.ratemyprofessors.com/professor/2320354", "match_basis": "exact_name", "observed_at": "2026-09-07 16:41:07.995570+00:00", "courses": { "course_4659324d93459bdfdda706a3": { "review_count": 2, "quality": 2.5, "difficulty": 3, "quality_count": 2, "difficulty_count": 2 }, "course_ac8b1c27fdbde1a0c941dbaf": { "review_count": 6, "quality": 2.67, "difficulty": 3.17, "quality_count": 6, "difficulty_count": 6 } }, "bayesian_quality": 3.339790522364397, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.243, "graded": 298, "counts": [ 104, 66, 64, 31, 20, 10, 3 ], "sections": 3 }, "instructor_url": "/instructors/EMILY_DIX" }, { "instructor_uid": "instructor_99a9cac548d018b69092fd60", "source": "madgrades", "source_instructor_id": "3225422", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JOSHUA MCAULIFFE", "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": 5, "quality": 2.2, "difficulty": 3.2, "quality_count": 5, "difficulty_count": 5, "profile_id": "rmp:2292094", "source_url": "https://www.ratemyprofessors.com/professor/2292094", "match_basis": "exact_name", "observed_at": "2026-09-07 15:55:52.001980+00:00", "courses": {}, "bayesian_quality": 3.3677486268372765, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.181, "graded": 180, "counts": [ 54, 39, 51, 16, 11, 5, 4 ], "sections": 3 }, "instructor_url": "/instructors/JOSHUA_MCAULIFFE" }, { "instructor_uid": "instructor_f8a577121031f07427d639e3", "source": "madgrades", "source_instructor_id": "5170909", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JIAH YOO", "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": 2.934, "graded": 374, "counts": [ 78, 79, 94, 42, 47, 28, 6 ], "sections": 6 }, "instructor_url": "/instructors/JIAH_YOO--instructor_f8a577121031f07427d639e3" }, { "instructor_uid": "instructor_584e59722c3b0176876244ac", "source": "madgrades", "source_instructor_id": "5317029", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ABIGAIL LETAK", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "ratings": { "review_count": 9, "quality": 4.78, "difficulty": 2, "quality_count": 9, "difficulty_count": 9, "profile_id": "rmp:2481787", "source_url": "https://www.ratemyprofessors.com/professor/2481787", "match_basis": "exact_name", "observed_at": "2026-09-07 16:57:49.865469+00:00", "courses": { "course_46cd0c9ce14be2571fff34ea": { "review_count": 1, "quality": 5, "difficulty": 3, "quality_count": 1, "difficulty_count": 1 }, "course_ac8b1c27fdbde1a0c941dbaf": { "review_count": 5, "quality": 5, "difficulty": 2, "quality_count": 5, "difficulty_count": 5 } }, "bayesian_quality": 4.0073695058942045, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.559, "graded": 354, "counts": [ 196, 94, 32, 10, 12, 2, 8 ], "sections": 9 }, "instructor_url": "/instructors/ABIGAIL_LETAK--instructor_584e59722c3b0176876244ac" }, { "instructor_uid": "instructor_43d4a7f58b0ddbf85be8f27c", "source": "madgrades", "source_instructor_id": "2600052", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JUDITH HARACKIEWICZ", "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": 32, "quality": 3.75, "difficulty": 3.78, "quality_count": 32, "difficulty_count": 32, "profile_id": "rmp:610892", "source_url": "https://www.ratemyprofessors.com/professor/610892", "match_basis": "exact_name", "observed_at": "2026-09-07 16:29:49.825831+00:00", "courses": { "course_ac8b1c27fdbde1a0c941dbaf": { "review_count": 4, "quality": 4, "difficulty": 4, "quality_count": 4, "difficulty_count": 4 }, "course_63328110446b220eee7ba600": { "review_count": 1, "quality": 5, "difficulty": 4, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.715263762902537, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.663, "graded": 1126, "counts": [ 835, 59, 105, 50, 63, 12, 2 ], "sections": 129 }, "instructor_url": "/instructors/JUDITH_HARACKIEWICZ--instructor_43d4a7f58b0ddbf85be8f27c" }, { "instructor_uid": "instructor_4b46212dadb60ec61c347bdb", "source": "madgrades", "source_instructor_id": "5904222", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MICHAEL ASHER", "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": 3.017, "graded": 383, "counts": [ 94, 56, 109, 49, 61, 12, 2 ], "sections": 4 }, "instructor_url": "/instructors/MICHAEL_ASHER" }, { "instructor_uid": "instructor_f455350d60df44de8f714985", "source": "madgrades", "source_instructor_id": "5023252", "identity_basis": "source_id", "identity_status": "source_identified", "name": "KRISTINN ARSAELSSON", "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": 2, "quality": 5, "difficulty": 3, "quality_count": 2, "difficulty_count": 2, "profile_id": "rmp:2591078", "source_url": "https://www.ratemyprofessors.com/professor/2591078", "match_basis": "exact_name", "observed_at": "2026-09-07 16:25:24.020074+00:00", "courses": { "course_e98ad79895268d06c19712d3": { "review_count": 2, "quality": 5, "difficulty": 3, "quality_count": 2, "difficulty_count": 2 } }, "bayesian_quality": 3.781532530496905, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.878, "graded": 119, "counts": [ 108, 5, 2, 2, 0, 1, 1 ], "sections": 2 }, "instructor_url": "/instructors/KRISTINN_ARSAELSSON--instructor_f455350d60df44de8f714985" }, { "instructor_uid": "instructor_90306ba7dd26e0dc4dee1f6d", "source": "madgrades", "source_instructor_id": "4633937", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MITCHELL CAMPBELL", "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": 3.078, "graded": 185, "counts": [ 53, 27, 44, 28, 28, 5, 0 ], "sections": 2 }, "instructor_url": "/instructors/MITCHELL_CAMPBELL" }, { "instructor_uid": "instructor_b0310f7b740f1bf7c2a56f3a", "source": "madgrades", "source_instructor_id": "5636274", "identity_basis": "source_id", "identity_status": "source_identified", "name": "LUCAS WISCONS", "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": 2, "quality": 5, "difficulty": 1.5, "quality_count": 2, "difficulty_count": 2, "profile_id": "rmp:2664338", "source_url": "https://www.ratemyprofessors.com/professor/2664338", "match_basis": "exact_name", "observed_at": "2026-09-07 16:22:39.151923+00:00", "courses": {}, "bayesian_quality": 3.781532530496905, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.694, "graded": 178, "counts": [ 144, 10, 7, 3, 8, 2, 4 ], "sections": 8 }, "instructor_url": "/instructors/LUCAS_WISCONS--instructor_b0310f7b740f1bf7c2a56f3a" }, { "instructor_uid": "instructor_995c8815f7043d9599de808b", "source": "madgrades", "source_instructor_id": "6364476", "identity_basis": "source_id", "identity_status": "source_identified", "name": "RACHEL FRANCISCO", "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": 3.141, "graded": 188, "counts": [ 53, 33, 53, 24, 20, 4, 1 ], "sections": 1 }, "instructor_url": "/instructors/RACHEL_FRANCISCO" }, { "instructor_uid": "instructor_e533a74b0a056e540afed811", "source": "madgrades", "source_instructor_id": "5514518", "identity_basis": "source_id", "identity_status": "source_identified", "name": "KATHARINE SCOTT", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "ratings": { "review_count": 1, "quality": 4, "difficulty": 4, "quality_count": 1, "difficulty_count": 1, "profile_id": "rmp:2780039", "source_url": "https://www.ratemyprofessors.com/professor/2780039", "match_basis": "exact_name", "observed_at": "2026-09-07 16:27:14.817959+00:00", "courses": {}, "bayesian_quality": 3.675891222425329, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.195, "graded": 213, "counts": [ 66, 40, 55, 27, 20, 4, 1 ], "sections": 2 }, "instructor_url": "/instructors/KATHARINE_SCOTT--instructor_e533a74b0a056e540afed811" }, { "instructor_uid": "instructor_22fa4cb9cf4dd397e7386b42", "source": "madgrades", "source_instructor_id": "6183133", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MEGAN BRUUN", "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": 5, "quality": 5, "difficulty": 2.4, "quality_count": 5, "difficulty_count": 5, "profile_id": "rmp:2844429", "source_url": "https://www.ratemyprofessors.com/professor/2844429", "match_basis": "exact_name", "observed_at": "2026-09-07 16:19:15.551794+00:00", "courses": { "course_ac8b1c27fdbde1a0c941dbaf": { "review_count": 5, "quality": 5, "difficulty": 2.4, "quality_count": 5, "difficulty_count": 5 } }, "bayesian_quality": 3.9277486268372765, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.418, "graded": 268, "counts": [ 123, 61, 40, 19, 19, 5, 1 ], "sections": 5 }, "instructor_url": "/instructors/MEGAN_BRUUN" }, { "instructor_uid": "instructor_1cd478e163f76863cc72f675", "source": "madgrades", "source_instructor_id": "6484097", "identity_basis": "source_id", "identity_status": "source_identified", "name": "DEMIS GLASFORD", "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": 4.5, "difficulty": 2.5, "quality_count": 8, "difficulty_count": 8, "profile_id": "rmp:2886715", "source_url": "https://www.ratemyprofessors.com/professor/2886715", "match_basis": "exact_name", "observed_at": "2026-09-07 16:43:57.853936+00:00", "courses": {}, "bayesian_quality": 3.8997755596761396, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.426, "graded": 573, "counts": [ 273, 124, 84, 48, 26, 13, 5 ], "sections": 4 }, "instructor_url": "/instructors/DEMIS_GLASFORD--instructor_1cd478e163f76863cc72f675" }, { "instructor_uid": "instructor_c145593951b08f54f389d352", "source": "madgrades", "source_instructor_id": "6285539", "identity_basis": "source_id", "identity_status": "source_identified", "name": "BENJAMIN DOUGLAS", "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": 3.685, "graded": 828, "counts": [ 559, 131, 81, 29, 16, 9, 3 ], "sections": 8 }, "instructor_url": "/instructors/BENJAMIN_DOUGLAS--instructor_c145593951b08f54f389d352" }, { "instructor_uid": "instructor_64f38aa4acecfeb3af0d4cfc", "source": "madgrades", "source_instructor_id": "6286533", "identity_basis": "source_id", "identity_status": "source_identified", "name": "KATIE PEREIRA", "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": 3.561, "graded": 506, "counts": [ 322, 65, 50, 37, 18, 8, 6 ], "sections": 2 }, "instructor_url": "/instructors/KATIE_PEREIRA" }, { "instructor_uid": "instructor_906180fbe90466a45cd70d7f", "source": "madgrades", "source_instructor_id": "5514902", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MENGJIAO SONG", "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": 3.136, "graded": 1177, "counts": [ 410, 170, 291, 129, 99, 63, 15 ], "sections": 6 }, "instructor_url": "/instructors/MENGJIAO_SONG--instructor_906180fbe90466a45cd70d7f" }, { "instructor_uid": "instructor_e2d67b010922fd4ea92c6593", "source": "madgrades", "source_instructor_id": "565790", "identity_basis": "source_id", "identity_status": "source_identified", "name": "TINA WINSTON", "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": 164, "quality": 2.7, "difficulty": 4.13, "quality_count": 164, "difficulty_count": 164, "profile_id": "rmp:368062", "source_url": "https://www.ratemyprofessors.com/professor/368062", "match_basis": "exact_name", "observed_at": "2026-09-07 16:01:33.188942+00:00", "courses": { "course_ac8b1c27fdbde1a0c941dbaf": { "review_count": 31, "quality": 1.77, "difficulty": 3.71, "quality_count": 31, "difficulty_count": 31 }, "course_1177b5ab16c01f6a0eef7a2b": { "review_count": 88, "quality": 3.31, "difficulty": 4.17, "quality_count": 88, "difficulty_count": 88 }, "course_382107811e73e2662290626d": { "review_count": 1, "quality": 1, "difficulty": 5, "quality_count": 1, "difficulty_count": 1 }, "course_2b59ae9c5e9641dfdbd15861": { "review_count": 4, "quality": 1, "difficulty": 5, "quality_count": 4, "difficulty_count": 4 } }, "bayesian_quality": 2.80431367212463, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.029, "graded": 3917, "counts": [ 676, 838, 1266, 565, 482, 55, 35 ], "sections": 66 }, "instructor_url": "/instructors/TINA_WINSTON--instructor_e2d67b010922fd4ea92c6593" }, { "instructor_uid": "instructor_6e30b10c7579241ba264fe44", "source": "madgrades", "source_instructor_id": "6650447", "identity_basis": "source_id", "identity_status": "source_identified", "name": "OCKA JEONG", "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": 3.406, "graded": 362, "counts": [ 165, 70, 68, 32, 18, 8, 1 ], "sections": 2 }, "instructor_url": "/instructors/OCKA_JEONG--instructor_6e30b10c7579241ba264fe44" }, { "instructor_uid": "instructor_c5387fbcb89942f524f7a2ca", "source": "madgrades", "source_instructor_id": "6285952", "identity_basis": "source_id", "identity_status": "source_identified", "name": "KATHERINE SWERBENSKI", "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": 3.602, "graded": 747, "counts": [ 444, 157, 80, 33, 17, 9, 7 ], "sections": 4 }, "instructor_url": "/instructors/KATHERINE_SWERBENSKI--instructor_c5387fbcb89942f524f7a2ca" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PSYCH 456", "course_uid": "course_ac8b1c27fdbde1a0c941dbaf", "term_id": "1182", "term_name": "Fall 2017", "instructors": [ "EMILY DIX", "JIAH YOO", "JOSHUA MCAULIFFE" ], "a": 51, "ab": 44, "b": 42, "bc": 20, "c": 14, "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": 179, "source_aliases": [ "PSYCH 456" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PSYCH 456", "course_uid": "course_ac8b1c27fdbde1a0c941dbaf", "term_id": "1184", "term_name": "Spring 2018", "instructors": [ "JOSHUA MCAULIFFE" ], "a": 25, "ab": 15, "b": 29, "bc": 6, "c": 3, "d": 1, "f": 1, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 0, "other": 0, "total": 81, "source_aliases": [ "PSYCH 456" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PSYCH 456", "course_uid": "course_ac8b1c27fdbde1a0c941dbaf", "term_id": "1192", "term_name": "Fall 2018", "instructors": [ "ABIGAIL LETAK", "EMILY DIX" ], "a": 102, "ab": 72, "b": 50, "bc": 24, "c": 20, "d": 8, "f": 3, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 1, "total": 281, "source_aliases": [ "PSYCH 456" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PSYCH 456", "course_uid": "course_ac8b1c27fdbde1a0c941dbaf", "term_id": "1194", "term_name": "Spring 2019", "instructors": [ "ABIGAIL LETAK" ], "a": 54, "ab": 31, "b": 8, "bc": 2, "c": 2, "d": 0, "f": 2, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 99, "source_aliases": [ "PSYCH 456" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PSYCH 456", "course_uid": "course_ac8b1c27fdbde1a0c941dbaf", "term_id": "1202", "term_name": "Fall 2019", "instructors": [ "ABIGAIL LETAK", "JUDITH HARACKIEWICZ", "MICHAEL ASHER" ], "a": 89, "ab": 48, "b": 67, "bc": 25, "c": 36, "d": 9, "f": 5, "satisfactory": 2, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 2, "no_work": 0, "not_reported": 2, "other": 0, "total": 285, "source_aliases": [ "PSYCH 456" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PSYCH 456", "course_uid": "course_ac8b1c27fdbde1a0c941dbaf", "term_id": "1204", "term_name": "Spring 2020", "instructors": [ "KRISTINN ARSAELSSON" ], "a": 77, "ab": 2, "b": 2, "bc": 1, "c": 0, "d": 0, "f": 1, "satisfactory": 2, "unsatisfactory": 2, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 87, "source_aliases": [ "PSYCH 456" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PSYCH 456", "course_uid": "course_ac8b1c27fdbde1a0c941dbaf", "term_id": "1212", "term_name": "Fall 2020", "instructors": [ "JUDITH HARACKIEWICZ", "LUCAS WISCONS", "MICHAEL ASHER", "MITCHELL CAMPBELL" ], "a": 117, "ab": 30, "b": 47, "bc": 28, "c": 32, "d": 5, "f": 1, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 1, "not_reported": 0, "other": 0, "total": 263, "source_aliases": [ "PSYCH 456" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PSYCH 456", "course_uid": "course_ac8b1c27fdbde1a0c941dbaf", "term_id": "1222", "term_name": "Fall 2021", "instructors": [ "KATHARINE SCOTT", "RACHEL FRANCISCO" ], "a": 53, "ab": 33, "b": 53, "bc": 24, "c": 20, "d": 4, "f": 1, "satisfactory": 0, "unsatisfactory": 1, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 2, "other": 0, "total": 191, "source_aliases": [ "PSYCH 456" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PSYCH 456", "course_uid": "course_ac8b1c27fdbde1a0c941dbaf", "term_id": "1232", "term_name": "Fall 2022", "instructors": [ "MEGAN BRUUN" ], "a": 38, "ab": 19, "b": 20, "bc": 8, "c": 11, "d": 3, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 0, "other": 0, "total": 100, "source_aliases": [ "PSYCH 456" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PSYCH 456", "course_uid": "course_ac8b1c27fdbde1a0c941dbaf", "term_id": "1234", "term_name": "Spring 2023", "instructors": [ "BENJAMIN DOUGLAS", "DEMIS GLASFORD" ], "a": 135, "ab": 69, "b": 46, "bc": 17, "c": 11, "d": 7, "f": 1, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 286, "source_aliases": [ "PSYCH 456" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PSYCH 456", "course_uid": "course_ac8b1c27fdbde1a0c941dbaf", "term_id": "1242", "term_name": "Fall 2023", "instructors": [ "DEMIS GLASFORD", "KATIE PEREIRA" ], "a": 138, "ab": 55, "b": 38, "bc": 31, "c": 15, "d": 6, "f": 4, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 1, "not_reported": 0, "other": 0, "total": 289, "source_aliases": [ "PSYCH 456" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PSYCH 456", "course_uid": "course_ac8b1c27fdbde1a0c941dbaf", "term_id": "1252", "term_name": "Fall 2024", "instructors": [ "MENGJIAO SONG", "TINA WINSTON" ], "a": 74, "ab": 43, "b": 101, "bc": 20, "c": 25, "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": 267, "source_aliases": [ "PSYCH 456" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PSYCH 456", "course_uid": "course_ac8b1c27fdbde1a0c941dbaf", "term_id": "1262", "term_name": "Fall 2025", "instructors": [ "Ocka Jeong", "TINA WINSTON" ], "a": 68, "ab": 40, "b": 41, "bc": 21, "c": 9, "d": 5, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 184, "source_aliases": [ "PSYCH 456" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PSYCH 456", "course_uid": "course_ac8b1c27fdbde1a0c941dbaf", "term_id": "1264", "term_name": "Spring 2026", "instructors": [ "KATHERINE SWERBENSKI", "Ocka Jeong" ], "a": 103, "ab": 34, "b": 32, "bc": 11, "c": 9, "d": 3, "f": 1, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 194, "source_aliases": [ "PSYCH 456" ] } ] ``` ### statistics #### gpa 3.317 #### graded 2763 #### counts * 1124 * 535 * 576 * 238 * 207 * 58 * 25 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_ac8b1c27fdbde1a0c941dbaf-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_ac8b1c27fdbde1a0c941dbaf-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_ac8b1c27fdbde1a0c941dbaf-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_ac8b1c27fdbde1a0c941dbaf-0.json) #### reviews * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_ac8b1c27fdbde1a0c941dbaf-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_ac8b1c27fdbde1a0c941dbaf-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_ac8b1c27fdbde1a0c941dbaf-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_ac8b1c27fdbde1a0c941dbaf-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.316503800217155 #### count 2763 #### university ##### size 4731 ##### gpa Percentile 11 ##### count Percentile 97 ##### 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 | 1 | false | | 2.4–2.8 | 5 | false | | 2.8–3.2 | 269 | false | | 3.2–3.6 | 1208 | true | | 3.6–4.0 | 3248 | false | #### departments ```json [ { "subject": "PSYCH", "comparison": { "size": 69, "gpaPercentile": 21, "countPercentile": 88, "medianCount": 286, "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": 5, "current": false }, { "range": "3.2–3.6", "count": 27, "current": true }, { "range": "3.6–4.0", "count": 37, "current": false } ] } } ] ``` ### terms #### 1182 ##### term 1182 ##### gpa 3.1620111731843576 ##### count 179 ##### university ###### size 1025 ###### gpa Percentile 21 ###### count Percentile 86 ###### 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 | true | | 3.2–3.6 | 369 | false | | 3.6–4.0 | 418 | false | ##### departments ```json [ { "subject": "PSYCH", "comparison": { "size": 20, "gpaPercentile": 32, "countPercentile": 58, "medianCount": 163.5, "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": 5, "current": false }, { "range": "3.6–4.0", "count": 7, "current": false } ] } } ] ``` #### 1184 ##### term 1184 ##### gpa 3.26875 ##### count 80 ##### university ###### size 1010 ###### gpa Percentile 29 ###### count Percentile 57 ###### 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": 47, "countPercentile": 21, "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 } ] } } ] ``` #### 1192 ##### term 1192 ##### gpa 3.2903225806451615 ##### count 279 ##### university ###### size 1077 ###### gpa Percentile 28 ###### count Percentile 93 ###### 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 | 22 | false | | 2.8–3.2 | 203 | false | | 3.2–3.6 | 370 | true | | 3.6–4.0 | 481 | false | ##### departments ```json [ { "subject": "PSYCH", "comparison": { "size": 21, "gpaPercentile": 45, "countPercentile": 85, "medianCount": 125, "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": 3, "current": false }, { "range": "3.2–3.6", "count": 10, "current": true }, { "range": "3.6–4.0", "count": 7, "current": false } ] } } ] ``` #### 1194 ##### term 1194 ##### gpa 3.611111111111111 ##### count 99 ##### university ###### size 1040 ###### gpa Percentile 57 ###### count Percentile 69 ###### 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 | false | | 3.6–4.0 | 454 | true | ##### departments ```json [ { "subject": "PSYCH", "comparison": { "size": 19, "gpaPercentile": 61, "countPercentile": 33, "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": false }, { "range": "3.6–4.0", "count": 8, "current": true } ] } } ] ``` #### 1202 ##### term 1202 ##### gpa 3.1129032258064515 ##### count 279 ##### university ###### size 1102 ###### gpa Percentile 15 ###### count Percentile 92 ###### 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 | 14 | false | | 2.8–3.2 | 218 | true | | 3.2–3.6 | 371 | false | | 3.6–4.0 | 498 | false | ##### departments ```json [ { "subject": "PSYCH", "comparison": { "size": 20, "gpaPercentile": 42, "countPercentile": 79, "medianCount": 188.5, "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": 12, "current": true }, { "range": "3.2–3.6", "count": 2, "current": false }, { "range": "3.6–4.0", "count": 6, "current": false } ] } } ] ``` #### 1204 ##### term 1204 ##### gpa 3.897590361445783 ##### count 83 ##### university ###### size 1012 ###### gpa Percentile 74 ###### count Percentile 61 ###### median Count 65.5 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 0 | false | | 2.4–2.8 | 1 | false | | 2.8–3.2 | 25 | false | | 3.2–3.6 | 301 | false | | 3.6–4.0 | 685 | true | ##### departments ```json [ { "subject": "PSYCH", "comparison": { "size": 19, "gpaPercentile": 78, "countPercentile": 11, "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": false }, { "range": "3.6–4.0", "count": 11, "current": true } ] } } ] ``` #### 1212 ##### term 1212 ##### gpa 3.2807692307692307 ##### count 260 ##### university ###### size 1111 ###### gpa Percentile 19 ###### count Percentile 91 ###### 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 | 0 | false | | 2.4–2.8 | 4 | false | | 2.8–3.2 | 159 | false | | 3.2–3.6 | 337 | true | | 3.6–4.0 | 611 | false | ##### departments ```json [ { "subject": "PSYCH", "comparison": { "size": 19, "gpaPercentile": 33, "countPercentile": 67, "medianCount": 200, "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": 10, "current": true }, { "range": "3.6–4.0", "count": 6, "current": false } ] } } ] ``` #### 1222 ##### term 1222 ##### gpa 3.140957446808511 ##### count 188 ##### university ###### size 1157 ###### gpa Percentile 13 ###### count Percentile 85 ###### 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 | 1 | false | | 2.4–2.8 | 17 | false | | 2.8–3.2 | 174 | true | | 3.2–3.6 | 351 | false | | 3.6–4.0 | 614 | false | ##### departments ```json [ { "subject": "PSYCH", "comparison": { "size": 22, "gpaPercentile": 19, "countPercentile": 52, "medianCount": 173.5, "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": 6, "current": true }, { "range": "3.2–3.6", "count": 8, "current": false }, { "range": "3.6–4.0", "count": 7, "current": false } ] } } ] ``` #### 1232 ##### term 1232 ##### gpa 3.2676767676767677 ##### count 99 ##### university ###### size 1216 ###### gpa Percentile 19 ###### count Percentile 68 ###### 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 | 14 | false | | 2.8–3.2 | 174 | false | | 3.2–3.6 | 356 | true | | 3.6–4.0 | 670 | false | ##### departments ```json [ { "subject": "PSYCH", "comparison": { "size": 22, "gpaPercentile": 38, "countPercentile": 19, "medianCount": 196, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 6, "current": false }, { "range": "3.2–3.6", "count": 9, "current": true }, { "range": "3.6–4.0", "count": 7, "current": false } ] } } ] ``` #### 1234 ##### term 1234 ##### gpa 3.465034965034965 ##### count 286 ##### university ###### size 1188 ###### gpa Percentile 33 ###### count Percentile 92 ###### median Count 65 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 3 | false | | 2.4–2.8 | 17 | false | | 2.8–3.2 | 144 | false | | 3.2–3.6 | 374 | true | | 3.6–4.0 | 650 | false | ##### departments ```json [ { "subject": "PSYCH", "comparison": { "size": 20, "gpaPercentile": 53, "countPercentile": 74, "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": false }, { "range": "3.2–3.6", "count": 7, "current": true }, { "range": "3.6–4.0", "count": 7, "current": false } ] } } ] ``` #### 1242 ##### term 1242 ##### gpa 3.3867595818815333 ##### count 287 ##### university ###### size 1295 ###### gpa Percentile 26 ###### count Percentile 92 ###### 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": "PSYCH", "comparison": { "size": 22, "gpaPercentile": 43, "countPercentile": 76, "medianCount": 189, "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": 12, "current": true }, { "range": "3.6–4.0", "count": 6, "current": false } ] } } ] ``` #### 1252 ##### term 1252 ##### gpa 3.1928838951310863 ##### count 267 ##### university ###### size 1333 ###### gpa Percentile 9 ###### count Percentile 91 ###### 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 | true | | 3.2–3.6 | 431 | false | | 3.6–4.0 | 773 | false | ##### departments ```json [ { "subject": "PSYCH", "comparison": { "size": 22, "gpaPercentile": 10, "countPercentile": 71, "medianCount": 186.5, "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": 3, "current": true }, { "range": "3.2–3.6", "count": 14, "current": false }, { "range": "3.6–4.0", "count": 5, "current": false } ] } } ] ``` #### 1262 ##### term 1262 ##### gpa 3.317934782608696 ##### count 184 ##### university ###### size 1320 ###### gpa Percentile 17 ###### count Percentile 84 ###### 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": "PSYCH", "comparison": { "size": 22, "gpaPercentile": 33, "countPercentile": 48, "medianCount": 186, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 6, "current": false }, { "range": "3.2–3.6", "count": 7, "current": true }, { "range": "3.6–4.0", "count": 9, "current": false } ] } } ] ``` #### 1264 ##### term 1264 ##### gpa 3.5 ##### count 193 ##### university ###### size 1283 ###### gpa Percentile 29 ###### count Percentile 87 ###### median Count 66 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 20 | false | | 2.8–3.2 | 130 | false | | 3.2–3.6 | 343 | true | | 3.6–4.0 | 789 | false | ##### departments ```json [ { "subject": "PSYCH", "comparison": { "size": 22, "gpaPercentile": 48, "countPercentile": 62, "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": false }, { "range": "3.2–3.6", "count": 11, "current": true }, { "range": "3.6–4.0", "count": 9, "current": false } ] } } ] ``` ### benchmarks #### all ##### school ###### size 4731 ###### gpa 3.6920687003346058 ###### top Share 83.86654475855198 ###### count 142 ##### PSYCH ###### size 69 ###### gpa 3.634342125712373 ###### top Share 79.4076775270279 ###### count 286 #### terms ##### 1182 ###### school ###### size 1025 ###### gpa 3.474159360325319 ###### top Share 70.34861441764347 ###### count 69 ###### PSYCH ###### size 20 ###### gpa 3.3796309982549317 ###### top Share 64.45247605139222 ###### count 163.5 ##### 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 ##### 1192 ###### school ###### size 1077 ###### gpa 3.50327634323125 ###### top Share 72.44641925727845 ###### count 67 ###### PSYCH ###### size 21 ###### gpa 3.423195155241973 ###### top Share 66.35676815294043 ###### count 125 ##### 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 ##### 1202 ###### school ###### size 1102 ###### gpa 3.5102605987403313 ###### top Share 72.78244569053733 ###### count 68 ###### PSYCH ###### size 20 ###### gpa 3.358687299763708 ###### top Share 62.09347939778836 ###### count 188.5 ##### 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 ##### 1212 ###### school ###### size 1111 ###### gpa 3.5856416028074487 ###### top Share 77.58926748660845 ###### count 68 ###### PSYCH ###### size 19 ###### gpa 3.44976439958052 ###### top Share 69.0382440431759 ###### count 200 ##### 1222 ###### school ###### size 1157 ###### gpa 3.563052311875811 ###### top Share 76.64869058732418 ###### count 64 ###### PSYCH ###### size 22 ###### gpa 3.407420591085211 ###### top Share 67.11808007774425 ###### count 173.5 ##### 1232 ###### school ###### size 1216 ###### gpa 3.575457431972425 ###### top Share 77.33712216234007 ###### count 66 ###### PSYCH ###### size 22 ###### gpa 3.442082871984894 ###### top Share 70.28913164013164 ###### count 196 ##### 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 ##### 1242 ###### school ###### size 1295 ###### gpa 3.595302892737449 ###### top Share 78.36291889885307 ###### count 67 ###### PSYCH ###### size 22 ###### gpa 3.4456179696493945 ###### top Share 69.78973081733967 ###### count 189 ##### 1252 ###### school ###### size 1333 ###### gpa 3.619494049739118 ###### top Share 79.71442190500672 ###### count 69 ###### PSYCH ###### size 22 ###### gpa 3.4481362923647976 ###### top Share 69.32210865734149 ###### count 186.5 ##### 1262 ###### school ###### size 1320 ###### gpa 3.628825763035853 ###### top Share 80.21118846327654 ###### count 70 ###### PSYCH ###### size 22 ###### gpa 3.483366078865603 ###### top Share 72.6281041106889 ###### count 186 ##### 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_1cd478e163f76863cc72f675", "name": "DEMIS GLASFORD", "count": 573, "terms": [ { "term": "1234", "count": 286, "sections": 2, "gpa": 3.465034965034965 }, { "term": "1242", "count": 287, "sections": 2, "gpa": 3.3867595818815333 } ] }, { "uid": "instructor_e2d67b010922fd4ea92c6593", "name": "TINA WINSTON", "count": 451, "terms": [ { "term": "1252", "count": 267, "sections": 1, "gpa": 3.1928838951310863 }, { "term": "1262", "count": 184, "sections": 2, "gpa": 3.317934782608696 } ] }, { "uid": "instructor_6e30b10c7579241ba264fe44", "name": "OCKA JEONG", "count": 362, "terms": [ { "term": "1262", "count": 169, "sections": 1, "gpa": 3.298816568047337 }, { "term": "1264", "count": 193, "sections": 1, "gpa": 3.5 } ] }, { "uid": "instructor_43d4a7f58b0ddbf85be8f27c", "name": "JUDITH HARACKIEWICZ", "count": 349, "terms": [ { "term": "1202", "count": 181, "sections": 2, "gpa": 2.8812154696132595 }, { "term": "1212", "count": 168, "sections": 2, "gpa": 3.0029761904761907 } ] }, { "uid": "instructor_4b46212dadb60ec61c347bdb", "name": "MICHAEL ASHER", "count": 333, "terms": [ { "term": "1202", "count": 173, "sections": 1, "gpa": 2.861271676300578 }, { "term": "1212", "count": 160, "sections": 1, "gpa": 2.965625 } ] }, { "uid": "instructor_584e59722c3b0176876244ac", "name": "ABIGAIL LETAK", "count": 293, "terms": [ { "term": "1192", "count": 96, "sections": 1, "gpa": 3.4739583333333335 }, { "term": "1194", "count": 99, "sections": 1, "gpa": 3.611111111111111 }, { "term": "1202", "count": 98, "sections": 1, "gpa": 3.5408163265306123 } ] }, { "uid": "instructor_45a14faa0cebd782b98acfc5", "name": "EMILY DIX", "count": 274, "terms": [ { "term": "1182", "count": 91, "sections": 1, "gpa": 3.1923076923076925 }, { "term": "1192", "count": 183, "sections": 1, "gpa": 3.1939890710382515 } ] }, { "uid": "instructor_64f38aa4acecfeb3af0d4cfc", "name": "KATIE PEREIRA", "count": 273, "terms": [ { "term": "1242", "count": 273, "sections": 1, "gpa": 3.371794871794872 } ] }, { "uid": "instructor_c145593951b08f54f389d352", "name": "BENJAMIN DOUGLAS", "count": 271, "terms": [ { "term": "1234", "count": 271, "sections": 1, "gpa": 3.440959409594096 } ] }, { "uid": "instructor_906180fbe90466a45cd70d7f", "name": "MENGJIAO SONG", "count": 267, "terms": [ { "term": "1252", "count": 267, "sections": 1, "gpa": 3.1928838951310863 } ] }, { "uid": "instructor_c5387fbcb89942f524f7a2ca", "name": "KATHERINE SWERBENSKI", "count": 193, "terms": [ { "term": "1264", "count": 193, "sections": 1, "gpa": 3.5 } ] }, { "uid": "instructor_995c8815f7043d9599de808b", "name": "RACHEL FRANCISCO", "count": 188, "terms": [ { "term": "1222", "count": 188, "sections": 1, "gpa": 3.140957446808511 } ] }, { "uid": "instructor_e533a74b0a056e540afed811", "name": "KATHARINE SCOTT", "count": 188, "terms": [ { "term": "1222", "count": 188, "sections": 1, "gpa": 3.140957446808511 } ] }, { "uid": "instructor_99a9cac548d018b69092fd60", "name": "JOSHUA MCAULIFFE", "count": 168, "terms": [ { "term": "1182", "count": 88, "sections": 1, "gpa": 3.1306818181818183 }, { "term": "1184", "count": 80, "sections": 1, "gpa": 3.26875 } ] }, { "uid": "instructor_90306ba7dd26e0dc4dee1f6d", "name": "MITCHELL CAMPBELL", "count": 160, "terms": [ { "term": "1212", "count": 160, "sections": 1, "gpa": 2.965625 } ] }, { "uid": "instructor_22fa4cb9cf4dd397e7386b42", "name": "MEGAN BRUUN", "count": 99, "terms": [ { "term": "1232", "count": 99, "sections": 1, "gpa": 3.2676767676767677 } ] }, { "uid": "instructor_b0310f7b740f1bf7c2a56f3a", "name": "LUCAS WISCONS", "count": 92, "terms": [ { "term": "1212", "count": 92, "sections": 1, "gpa": 3.7880434782608696 } ] }, { "uid": "instructor_f8a577121031f07427d639e3", "name": "JIAH YOO", "count": 91, "terms": [ { "term": "1182", "count": 91, "sections": 1, "gpa": 3.1923076923076925 } ] }, { "uid": "instructor_f455350d60df44de8f714985", "name": "KRISTINN ARSAELSSON", "count": 83, "terms": [ { "term": "1204", "count": 83, "sections": 1, "gpa": 3.897590361445783 } ] } ] ``` ## following | code | title | | --------- | ------------------------------------------------------------- | | PSYCH 503 | SOCIAL DEVELOPMENT | | PSYCH 508 | PSYCHOLOGY OF HUMAN EMOTIONS: FROM BIOLOGY TO CULTURE | | PSYCH 526 | THE CRIMINAL MIND: FORENSIC AND PSYCHOBIOLOGICAL PERSPECTIVES | | PSYCH 528 | CULTURAL PSYCHOLOGY | | PSYCH 532 | PSYCHOLOGICAL EFFECTS OF THE INTERNET | ## projection ### target 1272 ### interval #### lower 3.05 #### upper 3.5 #### coverage 80 #### terms 7 ### gpa 3.2720593486378555 ### grades | grade | percentage | | ----- | ------------------ | | A | 36.02513233048747 | | AB | 19.009960670080694 | | B | 24.66364735902627 | | BC | 10.02045297929735 | | C | 7.666951595828504 | | D | 2.194565479574055 | | F | 0.4192895857056449 | ### source Terms * 1262 * 1252 * 1242 * 1232 * 1222 ### source Count 1025 ### same Season true ### historical Range * 3.140957446808511 * 3.386759581881533 ### backtest #### terms 7 #### gpa Error 0.10904877867305071 #### mix Error 12.645452986415567