# COMPSCI 839: Core Topics in Computing | UW–Madison [View on UW Courses](https://uwcourses.com/courses/COMPSCI_839) ## 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 53cdd49825fcf93098b3e8478dc883c5ad7a3cec2ef20ea5dcacb231c4c8d0a7 ### course id COMPSCI 839 ### course uid course\_cbc85add50a620f7e0abe663 ### catalog version id 1c0f692e85235c013c3a6f1a22699212ca9ce53c8a4b3de893825d28aa9a223f ### course number 839 ### subjects * COMPSCI ### title CORE TOPICS IN COMPUTING ### description Topics selected from advanced areas. ### requirements text Graduate/professional standing ### credits min 3 ### credits max 3 ### credit offering ids * 1272:266:024924 * 1272:266:024924.19 * 1272:266:024924.62 * 1272:266:024924.63 ### llm job id enrich-f516c4d3e82cfe326b4f5f54 ### llm output id 09639fe97e6e7c882da9650b11bd60c92a6f19165d5337f2da8401878901c45b ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary COMPSCI 839 covers selected topics from advanced areas in computing. ### llm topics None recorded. ### llm skills None recorded. ### llm assumed background None recorded. ### llm search phrases * CORE TOPICS IN COMPUTING COMPSCI 839 * advanced computing topics graduate * COMPSCI 839 syllabus topics ### llm requirements status valid ### llm student summary status valid ### llm experience status valid ### catalog variants None recorded. ### student summary #### context hash 552f8d1e2799387e95b9e0548f7142730a622bb8932c8017d0db561d5f2526b3 #### course id COMPSCI 839 #### current instructors ```json [ { "instructor_uid": "instructor_c015792b29d463dd3b20bfda", "message": null, "name": "Fred Sala", "review_status": "supported", "rmp_instructor_id": "rmp:2670667", "summary": [ { "citations": [ { "instructor_name": "Fred Sala", "review_date": "2025-12-24 21:09:48 +0000 UTC", "review_id": "62a99204d0acd3d3de58bb85", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2670667", "source_review_id": "UmF0aW5nLTQyMzkzNzQx", "source_url": "https://www.ratemyprofessors.com/professor/2670667", "type": "review" }, { "instructor_name": "Fred Sala", "review_date": "2026-02-12 18:07:38 +0000 UTC", "review_id": "ce38759881fdc59455d4a991", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2670667", "source_review_id": "UmF0aW5nLTQyNjA3ODQz", "source_url": "https://www.ratemyprofessors.com/professor/2670667", "type": "review" } ], "text": "Fred Sala is highly praised for making the course interactive, intuitive, and engaging. Reviewers describe him as the best professor in the department and essential to take." }, { "citations": [ { "course_id": "COMPSCI 839", "run_id": "20260907T155543-ce3781c4", "section_number": 4, "source_course_id": "d6ef5b4f-afe9-34ff-aba1-f8d8a067d56d", "source_record": { "entity_id": "d6ef5b4f-afe9-34ff-aba1-f8d8a067d56d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "COMPSCI 839", "run_id": "20260907T155543-ce3781c4", "section_number": 6, "source_course_id": "d6ef5b4f-afe9-34ff-aba1-f8d8a067d56d", "source_record": { "entity_id": "d6ef5b4f-afe9-34ff-aba1-f8d8a067d56d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "COMPSCI 839", "run_id": "20260907T155543-ce3781c4", "section_number": 5, "source_course_id": "d6ef5b4f-afe9-34ff-aba1-f8d8a067d56d", "source_record": { "entity_id": "d6ef5b4f-afe9-34ff-aba1-f8d8a067d56d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ], "text": "Recent recorded grades — Fall 2023: 3.98 GPA, 100.0% A/AB (n=66 letter grades); Fall 2024: 4.00 GPA, 100.0% A/AB (n=103 letter grades); Fall 2025: 3.99 GPA, 100.0% A/AB (n=71 letter grades). Includes jointly taught sections." } ] }, { "instructor_uid": "instructor_28d63c5638ffa52090e68427", "message": "No course-specific reviews available", "name": "Josiah Hanna", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:2761425", "summary": [ { "citations": [ { "course_id": "COMPSCI 839", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "d6ef5b4f-afe9-34ff-aba1-f8d8a067d56d", "source_record": { "entity_id": "d6ef5b4f-afe9-34ff-aba1-f8d8a067d56d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "COMPSCI 839", "run_id": "20260907T155543-ce3781c4", "section_number": 4, "source_course_id": "d6ef5b4f-afe9-34ff-aba1-f8d8a067d56d", "source_record": { "entity_id": "d6ef5b4f-afe9-34ff-aba1-f8d8a067d56d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ], "text": "Recent recorded grades — Fall 2022: 3.83 GPA, 90.0% A/AB (n=20 letter grades); Fall 2025: 3.74 GPA, 88.0% A/AB (n=25 letter grades)." } ] }, { "instructor_uid": "instructor_4eda1e96fff30f4b53843dc0", "message": "No course-specific reviews available", "name": "Tianyu Li", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [] } ] ``` #### difficulty workload Reviewers rate the difficulty as low to moderate, with ratings of 2 and 3 out of 5. ```json { "citations": [ { "instructor_name": "Fred Sala", "review_date": "2025-12-24 21:09:48 +0000 UTC", "review_id": "62a99204d0acd3d3de58bb85", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2670667", "source_review_id": "UmF0aW5nLTQyMzkzNzQx", "source_url": "https://www.ratemyprofessors.com/professor/2670667", "type": "review" }, { "instructor_name": "Fred Sala", "review_date": "2026-02-12 18:07:38 +0000 UTC", "review_id": "ce38759881fdc59455d4a991", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2670667", "source_review_id": "UmF0aW5nLTQyNjA3ODQz", "source_url": "https://www.ratemyprofessors.com/professor/2670667", "type": "review" } ] } ``` #### errors None recorded. #### historical context Historical reviews of Manolis Vlatakis: Manolis Vlatakis is described as an engaging, supportive, and enthusiastic instructor who cares about student success. Reviewers highlight his detailed slides, approachable nature, and ability to make hard topics accessible, though some note the homework is long or the material is rigorous. ```json { "citations": [ { "instructor_name": "Manolis Vlatakis", "review_date": "2025-10-02 15:40:54 +0000 UTC", "review_id": "27d472691efa150db18e2964", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3063651", "source_review_id": "UmF0aW5nLTQxNjgyMjkz", "source_url": "https://www.ratemyprofessors.com/professor/3063651", "type": "review" }, { "instructor_name": "Manolis Vlatakis", "review_date": "2025-10-26 20:14:26 +0000 UTC", "review_id": "4aa1fb5e02dbe5c3da9a1b01", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3063651", "source_review_id": "UmF0aW5nLTQxNzU4MjIw", "source_url": "https://www.ratemyprofessors.com/professor/3063651", "type": "review" }, { "instructor_name": "Manolis Vlatakis", "review_date": "2025-12-16 23:30:56 +0000 UTC", "review_id": "80605b266cfa81c921412a51", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3063651", "source_review_id": "UmF0aW5nLTQyMjk1NDcz", "source_url": "https://www.ratemyprofessors.com/professor/3063651", "type": "review" }, { "instructor_name": "Manolis Vlatakis", "review_date": "2026-02-20 05:30:28 +0000 UTC", "review_id": "08856f901c3b6a36eeab4e1e", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3063651", "source_review_id": "UmF0aW5nLTQyNjI5MjQy", "source_url": "https://www.ratemyprofessors.com/professor/3063651", "type": "review" }, { "instructor_name": "Manolis Vlatakis", "review_date": "2026-02-23 17:42:25 +0000 UTC", "review_id": "1af9790df0b25a43a44f1c80", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3063651", "source_review_id": "UmF0aW5nLTQyNjM1OTQ0", "source_url": "https://www.ratemyprofessors.com/professor/3063651", "type": "review" } ] } ``` #### offered true #### profile hash e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1 #### quick take Fred Sala teaches an interactive and engaging course on foundation models that students highly recommend. ```json { "citations": [ { "instructor_name": "Fred Sala", "review_date": "2025-12-24 21:09:48 +0000 UTC", "review_id": "62a99204d0acd3d3de58bb85", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2670667", "source_review_id": "UmF0aW5nLTQyMzkzNzQx", "source_url": "https://www.ratemyprofessors.com/professor/2670667", "type": "review" }, { "instructor_name": "Fred Sala", "review_date": "2026-02-12 18:07:38 +0000 UTC", "review_id": "ce38759881fdc59455d4a991", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2670667", "source_review_id": "UmF0aW5nLTQyNjA3ODQz", "source_url": "https://www.ratemyprofessors.com/professor/2670667", "type": "review" } ] } ``` Recent recorded grades — Spring 2025: 3.77 GPA, 88.6% A/AB (n=114 letter grades); Fall 2025: 3.94 GPA, 98.3% A/AB (n=179 letter grades); Spring 2026: 3.94 GPA, 100.0% A/AB (n=109 letter grades). ```json { "citations": [ { "course_id": "COMPSCI 839", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "d6ef5b4f-afe9-34ff-aba1-f8d8a067d56d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "COMPSCI 839", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "d6ef5b4f-afe9-34ff-aba1-f8d8a067d56d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "COMPSCI 839", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "d6ef5b4f-afe9-34ff-aba1-f8d8a067d56d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1264", "type": "grade" } ] } ``` #### student experience Students find the class intuitive and enjoyable, praising the professor for making the topic engaging. ```json { "citations": [ { "instructor_name": "Fred Sala", "review_date": "2025-12-24 21:09:48 +0000 UTC", "review_id": "62a99204d0acd3d3de58bb85", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2670667", "source_review_id": "UmF0aW5nLTQyMzkzNzQx", "source_url": "https://www.ratemyprofessors.com/professor/2670667", "type": "review" }, { "instructor_name": "Fred Sala", "review_date": "2026-02-12 18:07:38 +0000 UTC", "review_id": "ce38759881fdc59455d4a991", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2670667", "source_review_id": "UmF0aW5nLTQyNjA3ODQz", "source_url": "https://www.ratemyprofessors.com/professor/2670667", "type": "review" } ] } ``` #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history EARLENCE FERNANDES is recorded teaching in Fall 2019, Fall 2020. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI 839", "run_id": "20260907T155543-ce3781c4", "section_number": 3, "source_course_id": "d6ef5b4f-afe9-34ff-aba1-f8d8a067d56d", "source_record": { "entity_id": "d6ef5b4f-afe9-34ff-aba1-f8d8a067d56d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1202", "type": "grade" }, { "course_id": "COMPSCI 839", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "d6ef5b4f-afe9-34ff-aba1-f8d8a067d56d", "source_record": { "entity_id": "d6ef5b4f-afe9-34ff-aba1-f8d8a067d56d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1212", "type": "grade" } ] } ``` FRED SALA is recorded teaching in Spring 2022, Fall 2023, Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI 839", "run_id": "20260907T155543-ce3781c4", "section_number": 4, "source_course_id": "d6ef5b4f-afe9-34ff-aba1-f8d8a067d56d", "source_record": { "entity_id": "d6ef5b4f-afe9-34ff-aba1-f8d8a067d56d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1224", "type": "grade" }, { "course_id": "COMPSCI 839", "run_id": "20260907T155543-ce3781c4", "section_number": 4, "source_course_id": "d6ef5b4f-afe9-34ff-aba1-f8d8a067d56d", "source_record": { "entity_id": "d6ef5b4f-afe9-34ff-aba1-f8d8a067d56d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "COMPSCI 839", "run_id": "20260907T155543-ce3781c4", "section_number": 6, "source_course_id": "d6ef5b4f-afe9-34ff-aba1-f8d8a067d56d", "source_record": { "entity_id": "d6ef5b4f-afe9-34ff-aba1-f8d8a067d56d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "COMPSCI 839", "run_id": "20260907T155543-ce3781c4", "section_number": 5, "source_course_id": "d6ef5b4f-afe9-34ff-aba1-f8d8a067d56d", "source_record": { "entity_id": "d6ef5b4f-afe9-34ff-aba1-f8d8a067d56d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ] } ``` JOSIAH HANNA is recorded teaching in Fall 2022, Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI 839", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "d6ef5b4f-afe9-34ff-aba1-f8d8a067d56d", "source_record": { "entity_id": "d6ef5b4f-afe9-34ff-aba1-f8d8a067d56d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "COMPSCI 839", "run_id": "20260907T155543-ce3781c4", "section_number": 4, "source_course_id": "d6ef5b4f-afe9-34ff-aba1-f8d8a067d56d", "source_record": { "entity_id": "d6ef5b4f-afe9-34ff-aba1-f8d8a067d56d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ] } ``` MANOLIS VLATAKIS is recorded teaching in Spring 2025, Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI 839", "run_id": "20260907T155543-ce3781c4", "section_number": 4, "source_course_id": "d6ef5b4f-afe9-34ff-aba1-f8d8a067d56d", "source_record": { "entity_id": "d6ef5b4f-afe9-34ff-aba1-f8d8a067d56d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "COMPSCI 839", "run_id": "20260907T155543-ce3781c4", "section_number": 3, "source_course_id": "d6ef5b4f-afe9-34ff-aba1-f8d8a067d56d", "source_record": { "entity_id": "d6ef5b4f-afe9-34ff-aba1-f8d8a067d56d", "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": "Graduate/professional standing", "course": null, "evidence": "Graduate/professional standing", "id": "n0", "kind": "condition" } ] ``` #### notes None recorded. #### root n0 #### status parsed ### instructors ```json [ { "instructor_uid": "instructor_c015792b29d463dd3b20bfda", "source": "enrollment", "source_instructor_id": "fsala", "identity_basis": "netid", "identity_status": "source_identified", "name": "Fred Sala", "email": "FREDSALA@CS.WISC.EDU", "first_observed_at": "2026-09-07 15:55:43.033547+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "ratings": { "review_count": 32, "quality": 4.72, "difficulty": 3.03, "quality_count": 32, "difficulty_count": 32, "profile_id": "rmp:2670667", "source_url": "https://www.ratemyprofessors.com/professor/2670667", "match_basis": "exact_name", "observed_at": "2026-09-07 16:39:02.768721+00:00", "courses": { "course_e0f984e8747ee9ccaba16d75": { "review_count": 30, "quality": 4.7, "difficulty": 3.07, "quality_count": 30, "difficulty_count": 30 }, "course_cbc85add50a620f7e0abe663": { "review_count": 2, "quality": 5, "difficulty": 2.5, "quality_count": 2, "difficulty_count": 2 } }, "bayesian_quality": 4.312186839825613, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/FRED_SALA" }, { "instructor_uid": "instructor_28d63c5638ffa52090e68427", "source": "enrollment", "source_instructor_id": "jphanna", "identity_basis": "netid", "identity_status": "source_identified", "name": "Josiah Hanna", "email": "JPHANNA@CS.WISC.EDU", "first_observed_at": "2026-09-07 15:55:43.033547+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "ratings": { "review_count": 8, "quality": 4, "difficulty": 2.88, "quality_count": 8, "difficulty_count": 8, "profile_id": "rmp:2761425", "source_url": "https://www.ratemyprofessors.com/professor/2761425", "match_basis": "exact_name", "observed_at": "2026-09-07 16:29:58.522218+00:00", "courses": { "course_87400c0728797946c5cef14c": { 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"course_cbc85add50a620f7e0abe663", "term_id": "1272", "source_course_id": "024924", "source_subject_id": "266", "title": "Core Topics in Computing", "credits_min": 3, "credits_max": 3, "typically_offered": "Occasionally" }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:266:024924.19", "course_id": "COMPSCI 839", "course_uid": "course_cbc85add50a620f7e0abe663", "term_id": "1272", "source_course_id": "024924.19", "source_subject_id": "266", "title": "Adv Topics in Reinforc Lrning", "credits_min": 3, "credits_max": 3, "typically_offered": "Occasionally" }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:266:024924.62", "course_id": "COMPSCI 839", "course_uid": "course_cbc85add50a620f7e0abe663", "term_id": "1272", "source_course_id": "024924.62", "source_subject_id": "266", "title": "AI Agents for Science", "credits_min": 3, "credits_max": 3, "typically_offered": "Occasionally" }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:266:024924.63", "course_id": "COMPSCI 839", "course_uid": "course_cbc85add50a620f7e0abe663", "term_id": "1272", "source_course_id": "024924.63", "source_subject_id": "266", "title": "Next Generation Data Systems", "credits_min": 3, "credits_max": 3, "typically_offered": "Occasionally" } ] ``` ### sections ```json [ { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:35661", "term_id": "1272", "source_section_id": "35661", "identity_basis": "class_number", "section_number": "001", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 30, "enrolled": 29, "waitlisted": 19, "start_date": "2026-09-02 05:00:00+00:00", "end_date": "2026-12-09 06:00:00+00:00" }, { "run_id": "20260907T155543-ce3781c4", 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"counts": [ 85, 43, 2, 0, 0, 0, 0 ], "sections": 8 }, "instructor_url": "/instructors/MISHA_KHODAK--instructor_8779932aaa571ec39885e152" }, { "instructor_uid": "instructor_9505ef411831193cb95344c9", "source": "madgrades", "source_instructor_id": "6803748", "identity_basis": "source_id", "identity_status": "source_identified", "name": "GAVIN BROWN", "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": 3.678, "graded": 180, "counts": [ 99, 50, 28, 2, 1, 0, 0 ], "sections": 3 }, "instructor_url": "/instructors/GAVIN_BROWN--instructor_9505ef411831193cb95344c9" }, { "instructor_uid": "instructor_b92e5e407925c0dcfdd69cb6", "source": "madgrades", "source_instructor_id": "5693173", "identity_basis": "source_id", "identity_status": "source_identified", "name": "TENGYANG XIE", "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": 1.5, "difficulty": 3, "quality_count": 2, "difficulty_count": 2, "profile_id": "rmp:3065440", "source_url": "https://www.ratemyprofessors.com/professor/3065440", "match_basis": "exact_name", "observed_at": "2026-09-07 16:02:30.945490+00:00", "courses": {}, "bayesian_quality": 3.4633507123150866, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.866, "graded": 112, "counts": [ 85, 24, 3, 0, 0, 0, 0 ], "sections": 6 }, "instructor_url": "/instructors/TENGYANG_XIE--instructor_b92e5e407925c0dcfdd69cb6" }, { "instructor_uid": "instructor_e4e5ab27f0285ae0feee134e", "source": "madgrades", "source_instructor_id": "6042944", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MICHAEL HAGENOW", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "grade_statistics": { "gpa": 3.75, "graded": 50, "counts": [ 30, 16, 3, 1, 0, 0, 0 ], "sections": 11 }, "instructor_url": "/instructors/MICHAEL_HAGENOW--instructor_e4e5ab27f0285ae0feee134e" }, { "instructor_uid": "instructor_28d63c5638ffa52090e68427", "source": "enrollment", "source_instructor_id": "jphanna", "identity_basis": "netid", "identity_status": "source_identified", "name": "Josiah Hanna", "email": "JPHANNA@CS.WISC.EDU", "first_observed_at": "2026-09-07 15:55:43.033547+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "ratings": { "review_count": 8, "quality": 4, "difficulty": 2.88, "quality_count": 8, "difficulty_count": 8, "profile_id": "rmp:2761425", "source_url": "https://www.ratemyprofessors.com/professor/2761425", "match_basis": "exact_name", "observed_at": "2026-09-07 16:29:58.522218+00:00", "courses": { "course_87400c0728797946c5cef14c": { "review_count": 4, "quality": 5, "difficulty": 2.5, "quality_count": 4, "difficulty_count": 4 }, "course_e0f984e8747ee9ccaba16d75": { "review_count": 4, "quality": 3, "difficulty": 3.25, "quality_count": 4, "difficulty_count": 4 } }, "bayesian_quality": 3.756918416818997, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/JOSIAH_HANNA" }, { "instructor_uid": "instructor_4eda1e96fff30f4b53843dc0", "source": "enrollment", "source_instructor_id": "tli379", "identity_basis": "netid", "identity_status": "source_identified", "name": "Tianyu Li", "email": "TLI379@WISC.EDU", "first_observed_at": "2026-09-07 15:55:43.033547+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "instructor_url": "/instructors/TIANYU_LI" }, { "instructor_uid": "instructor_c015792b29d463dd3b20bfda", "source": "enrollment", "source_instructor_id": "fsala", "identity_basis": "netid", "identity_status": "source_identified", "name": "Fred Sala", "email": "FREDSALA@CS.WISC.EDU", "first_observed_at": "2026-09-07 15:55:43.033547+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "ratings": { "review_count": 32, "quality": 4.72, "difficulty": 3.03, "quality_count": 32, "difficulty_count": 32, "profile_id": "rmp:2670667", "source_url": "https://www.ratemyprofessors.com/professor/2670667", "match_basis": "exact_name", "observed_at": "2026-09-07 16:39:02.768721+00:00", "courses": { "course_e0f984e8747ee9ccaba16d75": { "review_count": 30, "quality": 4.7, "difficulty": 3.07, "quality_count": 30, "difficulty_count": 30 }, "course_cbc85add50a620f7e0abe663": { "review_count": 2, "quality": 5, "difficulty": 2.5, "quality_count": 2, "difficulty_count": 2 } }, "bayesian_quality": 4.312186839825613, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/FRED_SALA" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI 839", "course_uid": "course_cbc85add50a620f7e0abe663", "term_id": "1184", "term_name": "Spring 2018", "instructors": [ "AN H DOAN", "Somesh Jha", 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"Yea-Seul Kim", "Yingyu Liang", "Yong Jae Lee", "Yudong Chen" ], "a": 151, "ab": 15, "b": 2, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 4, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 0, "other": 0, "total": 173, "source_aliases": [ "COMPSCI 839" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI 839", "course_uid": "course_cbc85add50a620f7e0abe663", "term_id": "1232", "term_name": "Fall 2022", "instructors": [ "Josiah Hanna", "UTKARSH OJHA", "Yong Jae Lee" ], "a": 47, "ab": 12, "b": 2, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 2, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 63, "source_aliases": [ "COMPSCI 839" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI 839", "course_uid": "course_cbc85add50a620f7e0abe663", "term_id": "1234", "term_name": "Spring 2023", "instructors": [ "AN H DOAN", "Bilge Mutlu", "KAI MAST", "Remzi Arpaci-Dusseau", "SAMBHAV SATIJA", "Yea-Seul Kim", "Yingyu Liang" ], "a": 113, "ab": 12, "b": 2, "bc": 0, "c": 0, "d": 0, "f": 1, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 0, "other": 0, "total": 129, "source_aliases": [ "COMPSCI 839" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI 839", "course_uid": "course_cbc85add50a620f7e0abe663", "term_id": "1242", "term_name": "Fall 2023", "instructors": [ "ANIRUDH SUNDARA RAJAN", "CHANGHO SHIN", "Ethan Cecchetti", "Fred Sala", "Ming Liu", "Tej Chajed", "Xiangyao Yu", "Yong Jae Lee" ], "a": 181, "ab": 11, "b": 4, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 3, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 199, "source_aliases": [ "COMPSCI 839" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI 839", "course_uid": "course_cbc85add50a620f7e0abe663", "term_id": "1244", "term_name": "Spring 2024", "instructors": [ "AN H DOAN", "XIAOJIN ZHU" ], "a": 55, "ab": 8, "b": 3, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 66, "source_aliases": [ "COMPSCI 839" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI 839", "course_uid": "course_cbc85add50a620f7e0abe663", "term_id": "1252", "term_name": "Fall 2024", "instructors": [ "ANIRUDH SUNDARA RAJAN", "Fred Sala", "Jelena Diakonikolas", "Rahul Chatterjee", "SONIA CROMP", "Tej Chajed", "Yong Jae Lee" ], "a": 194, "ab": 10, "b": 1, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 2, "no_work": 0, "not_reported": 0, "other": 0, "total": 207, "source_aliases": [ "COMPSCI 839" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI 839", "course_uid": "course_cbc85add50a620f7e0abe663", "term_id": "1254", "term_name": "Spring 2025", "instructors": [ "Akarsh Prabhakara", "MANOLIS VLATAKIS", "Patrick Mcdaniel", "Sandeep Silwal", "XIAOJIN ZHU" ], "a": 85, "ab": 16, "b": 10, "bc": 0, "c": 2, "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": 114, "source_aliases": [ "COMPSCI 839" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI 839", "course_uid": "course_cbc85add50a620f7e0abe663", "term_id": "1262", "term_name": "Fall 2025", "instructors": [ "CHANGHO SHIN", "Charles Yuan", "Fred Sala", "Jelena Diakonikolas", "Josiah Hanna", "MANOLIS VLATAKIS", "Tej Chajed" ], "a": 161, "ab": 15, "b": 2, "bc": 1, "c": 0, "d": 0, "f": 0, "satisfactory": 2, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 0, "other": 0, "total": 182, "source_aliases": [ "COMPSCI 839" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI 839", "course_uid": "course_cbc85add50a620f7e0abe663", "term_id": "1264", "term_name": "Spring 2026", "instructors": [ "Akarsh Prabhakara", "Aws Albarghouthi", "Gavin Brown", "MICHAEL HAGENOW", "Misha Khodak", "Tengyang Xie" ], "a": 95, "ab": 14, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 109, "source_aliases": [ "COMPSCI 839" ] } ] ``` ### statistics #### gpa 3.908 #### graded 1695 #### counts * 1447 * 202 * 40 * 2 * 2 * 0 * 2 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_cbc85add50a620f7e0abe663-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_cbc85add50a620f7e0abe663-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_cbc85add50a620f7e0abe663-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_cbc85add50a620f7e0abe663-0.json) #### reviews * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_cbc85add50a620f7e0abe663-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_cbc85add50a620f7e0abe663-0.json) #### meetings * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_cbc85add50a620f7e0abe663-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_cbc85add50a620f7e0abe663-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_cbc85add50a620f7e0abe663-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_cbc85add50a620f7e0abe663-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.9079646017699115 #### count 1695 #### university ##### size 5037 ##### gpa Percentile 74 ##### count Percentile 95 ##### median Count 153 ##### 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 | 8 | false | | 2.8–3.2 | 259 | false | | 3.2–3.6 | 1232 | false | | 3.6–4.0 | 3538 | true | #### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 107, "gpaPercentile": 88, "countPercentile": 80, "medianCount": 356, "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": 14, "current": false }, { "range": "3.2–3.6", "count": 33, "current": false }, { "range": "3.6–4.0", "count": 60, "current": true } ] } } ] ``` ### terms #### 1184 ##### term 1184 ##### gpa 3.816793893129771 ##### count 131 ##### university ###### size 1010 ###### gpa Percentile 79 ###### count Percentile 77 ###### 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 | false | | 3.6–4.0 | 418 | true | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 31, "gpaPercentile": 87, "countPercentile": 53, "medianCount": 126, "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": 15, "current": false }, { "range": "3.2–3.6", "count": 8, "current": false }, { "range": "3.6–4.0", "count": 8, "current": true } ] } } ] ``` #### 1192 ##### term 1192 ##### gpa 3.8846153846153846 ##### count 39 ##### university ###### size 1077 ###### gpa Percentile 84 ###### count Percentile 19 ###### 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 | false | | 3.6–4.0 | 481 | true | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 38, "gpaPercentile": 86, "countPercentile": 3, "medianCount": 95.5, "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": 15, "current": false }, { "range": "3.2–3.6", "count": 10, "current": false }, { "range": "3.6–4.0", "count": 12, "current": true } ] } } ] ``` #### 1194 ##### term 1194 ##### gpa 3.8164556962025316 ##### count 79 ##### university ###### size 1040 ###### gpa Percentile 78 ###### count Percentile 58 ###### 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": "COMPSCI", "comparison": { "size": 38, "gpaPercentile": 81, "countPercentile": 41, "medianCount": 92, "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": 15, "current": false }, { "range": "3.2–3.6", "count": 11, "current": false }, { "range": "3.6–4.0", "count": 11, "current": true } ] } } ] ``` #### 1202 ##### term 1202 ##### gpa 3.890625 ##### count 32 ##### university ###### size 1102 ###### gpa Percentile 86 ###### count Percentile 5 ###### 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 | false | | 3.2–3.6 | 371 | false | | 3.6–4.0 | 498 | true | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 41, "gpaPercentile": 88, "countPercentile": 3, "medianCount": 91, "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": 1, "current": false }, { "range": "2.4–2.8", "count": 1, "current": false }, { "range": "2.8–3.2", "count": 13, "current": false }, { "range": "3.2–3.6", "count": 15, "current": false }, { "range": "3.6–4.0", "count": 11, "current": true } ] } } ] ``` #### 1204 ##### term 1204 ##### gpa 3.9558823529411766 ##### count 102 ##### university ###### size 1012 ###### gpa Percentile 85 ###### count Percentile 71 ###### 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": "COMPSCI", "comparison": { "size": 42, "gpaPercentile": 93, "countPercentile": 54, "medianCount": 90.5, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 1, "current": false }, { "range": "3.2–3.6", "count": 19, "current": false }, { "range": "3.6–4.0", "count": 22, "current": true } ] } } ] ``` #### 1212 ##### term 1212 ##### gpa 3.9411764705882355 ##### count 51 ##### university ###### size 1111 ###### gpa Percentile 89 ###### count Percentile 35 ###### 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 | false | | 3.6–4.0 | 611 | true | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 42, "gpaPercentile": 88, "countPercentile": 12, "medianCount": 96, "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": 16, "current": false }, { "range": "3.6–4.0", "count": 14, "current": true } ] } } ] ``` #### 1222 ##### term 1222 ##### gpa 3.8285714285714287 ##### count 35 ##### university ###### size 1157 ###### gpa Percentile 75 ###### count Percentile 12 ###### 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 | false | | 3.2–3.6 | 351 | false | | 3.6–4.0 | 614 | true | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 46, "gpaPercentile": 89, "countPercentile": 2, "medianCount": 94.5, "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": 8, "current": false }, { "range": "3.2–3.6", "count": 23, "current": false }, { "range": "3.6–4.0", "count": 14, "current": true } ] } } ] ``` #### 1224 ##### term 1224 ##### gpa 3.943452380952381 ##### count 168 ##### university ###### size 1171 ###### gpa Percentile 88 ###### count Percentile 86 ###### 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 | false | | 3.2–3.6 | 358 | false | | 3.6–4.0 | 616 | true | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 45, "gpaPercentile": 95, "countPercentile": 66, "medianCount": 96, "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": 11, "current": false }, { "range": "3.2–3.6", "count": 17, "current": false }, { "range": "3.6–4.0", "count": 17, "current": true } ] } } ] ``` #### 1232 ##### term 1232 ##### gpa 3.8688524590163933 ##### count 61 ##### university ###### size 1216 ###### gpa Percentile 78 ###### count Percentile 46 ###### 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 | false | | 3.6–4.0 | 670 | true | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 50, "gpaPercentile": 82, "countPercentile": 37, "medianCount": 82.5, "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": 9, "current": false }, { "range": "3.2–3.6", "count": 19, "current": false }, { "range": "3.6–4.0", "count": 22, "current": true } ] } } ] ``` #### 1234 ##### term 1234 ##### gpa 3.90625 ##### count 128 ##### university ###### size 1188 ###### gpa Percentile 81 ###### count Percentile 78 ###### median Count 65 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 3 | false | | 2.4–2.8 | 17 | false | | 2.8–3.2 | 144 | false | | 3.2–3.6 | 374 | false | | 3.6–4.0 | 650 | true | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 46, "gpaPercentile": 91, "countPercentile": 56, "medianCount": 111, "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": 8, "current": false }, { "range": "3.2–3.6", "count": 26, "current": false }, { "range": "3.6–4.0", "count": 12, "current": true } ] } } ] ``` #### 1242 ##### term 1242 ##### gpa 3.951530612244898 ##### count 196 ##### university ###### size 1295 ###### gpa Percentile 89 ###### count Percentile 86 ###### 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 | false | | 3.6–4.0 | 726 | true | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 52, "gpaPercentile": 92, "countPercentile": 73, "medianCount": 99, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 1, "current": false }, { "range": "2.8–3.2", "count": 9, "current": false }, { "range": "3.2–3.6", "count": 20, "current": false }, { "range": "3.6–4.0", "count": 22, "current": true } ] } } ] ``` #### 1244 ##### term 1244 ##### gpa 3.893939393939394 ##### count 66 ##### university ###### size 1241 ###### gpa Percentile 81 ###### count Percentile 50 ###### median Count 65 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 2 | false | | 2.4–2.8 | 9 | false | | 2.8–3.2 | 151 | false | | 3.2–3.6 | 373 | false | | 3.6–4.0 | 706 | true | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 46, "gpaPercentile": 87, "countPercentile": 22, "medianCount": 116, "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": 11, "current": false }, { "range": "3.2–3.6", "count": 17, "current": false }, { "range": "3.6–4.0", "count": 18, "current": true } ] } } ] ``` #### 1252 ##### term 1252 ##### gpa 3.970731707317073 ##### count 205 ##### university ###### size 1333 ###### gpa Percentile 92 ###### count Percentile 87 ###### median Count 69 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 0 | false | | 2.4–2.8 | 14 | false | | 2.8–3.2 | 115 | false | | 3.2–3.6 | 431 | false | | 3.6–4.0 | 773 | true | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 54, "gpaPercentile": 92, "countPercentile": 70, "medianCount": 101, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 1, "current": false }, { "range": "2.8–3.2", "count": 8, "current": false }, { "range": "3.2–3.6", "count": 23, "current": false }, { "range": "3.6–4.0", "count": 22, "current": true } ] } } ] ``` #### 1254 ##### term 1254 ##### gpa 3.7719298245614037 ##### count 114 ##### university ###### size 1289 ###### gpa Percentile 62 ###### count Percentile 75 ###### 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 | false | | 3.6–4.0 | 765 | true | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 52, "gpaPercentile": 78, "countPercentile": 57, "medianCount": 105, "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": 10, "current": false }, { "range": "3.2–3.6", "count": 24, "current": false }, { "range": "3.6–4.0", "count": 17, "current": true } ] } } ] ``` #### 1262 ##### term 1262 ##### gpa 3.9385474860335195 ##### count 179 ##### university ###### size 1320 ###### gpa Percentile 86 ###### 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 | false | | 3.6–4.0 | 797 | true | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 53, "gpaPercentile": 88, "countPercentile": 65, "medianCount": 82, "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": 10, "current": false }, { "range": "3.2–3.6", "count": 22, "current": false }, { "range": "3.6–4.0", "count": 21, "current": true } ] } } ] ``` #### 1264 ##### term 1264 ##### gpa 3.9357798165137616 ##### count 109 ##### university ###### size 1283 ###### gpa Percentile 85 ###### count Percentile 72 ###### 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 | false | | 3.6–4.0 | 789 | true | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 48, "gpaPercentile": 89, "countPercentile": 51, "medianCount": 105.5, "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": false }, { "range": "3.2–3.6", "count": 21, "current": false }, { "range": "3.6–4.0", "count": 19, "current": true } ] } } ] ``` ### benchmarks #### all ##### school ###### size 5037 ###### gpa 3.7017037016619163 ###### top Share 84.44393022206597 ###### count 153 ##### COMPSCI ###### size 107 ###### gpa 3.605185351629869 ###### top Share 79.35821421566655 ###### count 356 #### terms ##### 1184 ###### school ###### size 1010 ###### gpa 3.47925290354517 ###### top Share 70.86270937115944 ###### count 68 ###### COMPSCI ###### size 31 ###### gpa 3.329310414227759 ###### top Share 61.243618316797935 ###### count 126 ##### 1192 ###### school ###### size 1077 ###### gpa 3.50327634323125 ###### top Share 72.44641925727845 ###### count 67 ###### COMPSCI ###### size 38 ###### gpa 3.3453717241366854 ###### top Share 64.2917310505246 ###### count 95.5 ##### 1194 ###### school ###### size 1040 ###### gpa 3.4906527436719808 ###### top Share 71.74728845515045 ###### count 67 ###### COMPSCI ###### size 38 ###### gpa 3.3433846242383978 ###### top Share 63.409438479169644 ###### count 92 ##### 1202 ###### school ###### size 1102 ###### gpa 3.5102605987403313 ###### top Share 72.78244569053733 ###### count 68 ###### COMPSCI ###### size 41 ###### gpa 3.3598624373657553 ###### top Share 65.26544910639922 ###### count 91 ##### 1204 ###### school ###### size 1012 ###### gpa 3.703747431523761 ###### top Share 84.59811226304916 ###### count 65.5 ###### COMPSCI ###### size 42 ###### gpa 3.6240893265324647 ###### top Share 79.98991493017058 ###### count 90.5 ##### 1212 ###### school ###### size 1111 ###### gpa 3.5856416028074487 ###### top Share 77.58926748660845 ###### count 68 ###### COMPSCI ###### size 42 ###### gpa 3.450396020252364 ###### top Share 69.90950224603134 ###### count 96 ##### 1222 ###### school ###### size 1157 ###### gpa 3.563052311875811 ###### top Share 76.64869058732418 ###### count 64 ###### COMPSCI ###### size 46 ###### gpa 3.4266761668874532 ###### top Share 68.93117403010548 ###### count 94.5 ##### 1224 ###### school ###### size 1171 ###### gpa 3.5627882428500937 ###### top Share 76.37271640560496 ###### count 64 ###### COMPSCI ###### size 45 ###### gpa 3.4719336884851772 ###### top Share 70.89188483398956 ###### count 96 ##### 1232 ###### school ###### size 1216 ###### gpa 3.575457431972425 ###### top Share 77.33712216234007 ###### count 66 ###### COMPSCI ###### size 50 ###### gpa 3.522872390836507 ###### top Share 74.11555010870671 ###### count 82.5 ##### 1234 ###### school ###### size 1188 ###### gpa 3.5799441677552393 ###### top Share 77.18256448537606 ###### count 65 ###### COMPSCI ###### size 46 ###### gpa 3.457340982461054 ###### top Share 70.00975704504911 ###### count 111 ##### 1242 ###### school ###### size 1295 ###### gpa 3.595302892737449 ###### top Share 78.36291889885307 ###### count 67 ###### COMPSCI ###### size 52 ###### gpa 3.5206188715369935 ###### top Share 74.2043106737207 ###### count 99 ##### 1244 ###### school ###### size 1241 ###### gpa 3.5975573126929192 ###### top Share 78.29036874847135 ###### count 65 ###### COMPSCI ###### size 46 ###### gpa 3.477413782571094 ###### top Share 70.8725394264854 ###### count 116 ##### 1252 ###### school ###### size 1333 ###### gpa 3.619494049739118 ###### top Share 79.71442190500672 ###### count 69 ###### COMPSCI ###### size 54 ###### gpa 3.5244021201456657 ###### top Share 75.07938169795783 ###### count 101 ##### 1254 ###### school ###### size 1289 ###### gpa 3.6126423469389106 ###### top Share 79.48050408754871 ###### count 66 ###### COMPSCI ###### size 52 ###### gpa 3.482652727664103 ###### top Share 71.33786483648515 ###### count 105 ##### 1262 ###### school ###### size 1320 ###### gpa 3.628825763035853 ###### top Share 80.21118846327654 ###### count 70 ###### COMPSCI ###### size 53 ###### gpa 3.533845597774486 ###### top Share 75.31824598445624 ###### count 82 ##### 1264 ###### school ###### size 1283 ###### gpa 3.6229729166451925 ###### top Share 80.13669149396227 ###### count 66 ###### COMPSCI ###### size 48 ###### gpa 3.5022746140005943 ###### top Share 73.13318776233326 ###### count 105.5 ## instructor Trends ```json [ { "uid": "instructor_af16104742d8097ec002fbe2", "name": "FRED SALA", "count": 272, "terms": [ { "term": "1224", "count": 32, "sections": 1, "gpa": 3.984375 }, { "term": "1242", "count": 66, "sections": 1, "gpa": 3.984848484848485 }, { "term": "1252", "count": 103, "sections": 1, "gpa": 3.995145631067961 }, { "term": "1262", "count": 71, "sections": 1, "gpa": 3.9859154929577465 } ] }, { "uid": "instructor_8a8d069a7cfff58ad5a275b4", "name": "AN H DOAN", "count": 257, "terms": [ { "term": "1184", "count": 87, "sections": 1, "gpa": 3.7586206896551726 }, { "term": "1194", "count": 79, "sections": 1, "gpa": 3.8164556962025316 }, { "term": "1234", "count": 34, "sections": 1, "gpa": 3.911764705882353 }, { "term": "1244", "count": 57, "sections": 1, "gpa": 3.9035087719298245 } ] }, { "uid": "instructor_cd664e134110ecb7b84890af", "name": "YONG JAE LEE", "count": 153, "terms": [ { "term": "1224", "count": 34, "sections": 1, "gpa": 3.911764705882353 }, { "term": "1232", "count": 41, "sections": 1, "gpa": 3.8902439024390243 }, { "term": "1242", "count": 33, "sections": 1, "gpa": 3.9242424242424243 }, { "term": "1252", "count": 45, "sections": 1, "gpa": 3.977777777777778 } ] }, { "uid": "instructor_b76c9d74a18617c01bc3129c", "name": "CHANGHO SHIN", "count": 137, "terms": [ { "term": "1242", "count": 66, "sections": 1, "gpa": 3.984848484848485 }, { "term": "1262", "count": 71, "sections": 1, "gpa": 3.9859154929577465 } ] }, { "uid": "instructor_4a7a8944d9a845301d89aa23", "name": "SONIA CROMP", "count": 103, "terms": [ { "term": "1252", "count": 103, "sections": 1, "gpa": 3.995145631067961 } ] }, { "uid": "instructor_4273fbf8fda1053a3e0ef734", "name": "THEODOROS REKATSINAS", "count": 87, "terms": [ { "term": "1184", "count": 20, "sections": 1, "gpa": 3.9 }, { "term": "1192", "count": 23, "sections": 1, "gpa": 3.9347826086956523 }, { "term": "1204", "count": 44, "sections": 1, "gpa": 4 } ] }, { "uid": "instructor_32815440b5c8b4d2789921a4", "name": "ANIRUDH SUNDARA RAJAN", "count": 78, "terms": [ { "term": "1242", "count": 33, "sections": 1, "gpa": 3.9242424242424243 }, { "term": "1252", "count": 45, "sections": 1, "gpa": 3.977777777777778 } ] }, { "uid": "instructor_3473759d9a1d776abf974765", "name": "XIANGYAO YU", "count": 74, "terms": [ { "term": "1204", "count": 25, "sections": 1, "gpa": 3.96 }, { "term": "1242", "count": 49, "sections": 1, "gpa": 3.9489795918367347 } ] }, { "uid": "instructor_205832595b149d118966e5a9", "name": "MANOLIS VLATAKIS", "count": 70, "terms": [ { "term": "1254", "count": 37, "sections": 1, "gpa": 4 }, { "term": "1262", "count": 33, "sections": 1, "gpa": 4 } ] }, { "uid": "instructor_bd463b9de6ad7259a7584238", "name": "YEA-SEUL KIM", "count": 63, "terms": [ { "term": "1224", "count": 32, "sections": 1, "gpa": 3.953125 }, { "term": "1234", "count": 31, "sections": 1, "gpa": 4 } ] }, { "uid": "instructor_179c457bff576490782aecbc", "name": "TEJ CHAJED", "count": 61, "terms": [ { "term": "1242", "count": 21, "sections": 1, "gpa": 3.8333333333333335 }, { "term": "1252", "count": 18, "sections": 1, "gpa": 3.861111111111111 }, { "term": "1262", "count": 22, "sections": 1, "gpa": 3.9318181818181817 } ] }, { "uid": "instructor_244cce5182e9bd278fc070a5", "name": "KAI MAST", "count": 45, "terms": [ { "term": "1222", "count": 17, "sections": 1, "gpa": 3.7941176470588234 }, { "term": "1234", "count": 28, "sections": 1, "gpa": 3.7142857142857144 } ] }, { "uid": "instructor_a511011c1930d34cee42c4f7", "name": "REMZI ARPACI-DUSSEAU", "count": 45, "terms": [ { "term": "1222", "count": 17, "sections": 1, "gpa": 3.7941176470588234 }, { "term": "1234", "count": 28, "sections": 1, "gpa": 3.7142857142857144 } ] }, { "uid": "instructor_cf6603dbce01a59dedf2899a", "name": "JOSIAH HANNA", "count": 45, "terms": [ { "term": "1232", "count": 20, "sections": 1, "gpa": 3.825 }, { "term": "1262", "count": 25, "sections": 1, "gpa": 3.74 } ] }, { "uid": "instructor_3c235414b29a0c48380ffc64", "name": "UTKARSH OJHA", "count": 41, "terms": [ { "term": "1232", "count": 41, "sections": 1, "gpa": 3.8902439024390243 } ] }, { "uid": "instructor_6cfab09b3753fa080d13c29e", "name": "JELENA DIAKONIKOLAS", "count": 41, "terms": [ { "term": "1252", "count": 25, "sections": 1, "gpa": 4 }, { "term": "1262", "count": 16, "sections": 1, "gpa": 3.9375 } ] }, { "uid": "instructor_67ca7a316d8fb128a8fac7d6", "name": "AWS ALBARGHOUTHI", "count": 40, "terms": [ { "term": "1204", "count": 22, "sections": 1, "gpa": 3.8863636363636362 }, { "term": "1264", "count": 18, "sections": 1, "gpa": 3.861111111111111 } ] }, { "uid": "instructor_edbb604aca02314769e30501", "name": "YIXUAN LI", "count": 35, "terms": [ { "term": "1212", "count": 35, "sections": 1, "gpa": 3.9714285714285715 } ] }, { "uid": "instructor_74e71544cb072def38511b27", "name": "XIAOJIN ZHU", "count": 34, "terms": [ { "term": "1244", "count": 9, "sections": 1, "gpa": 3.8333333333333335 }, { "term": "1254", "count": 25, "sections": 1, "gpa": 3.42 } ] }, { "uid": "instructor_d643b55ee7f8c54e025569f9", "name": "HAOTIAN LIU", "count": 34, "terms": [ { "term": "1224", "count": 34, "sections": 1, "gpa": 3.911764705882353 } ] }, { "uid": "instructor_250b49c518669c31504bded4", "name": "EARLENCE FERNANDES", "count": 32, "terms": [ { "term": "1202", "count": 16, "sections": 1, "gpa": 3.90625 }, { "term": "1212", "count": 16, "sections": 1, "gpa": 3.875 } ] }, { "uid": "instructor_424185e1cdfacd0a589e8d5e", "name": "JIHO KIM", "count": 32, "terms": [ { "term": "1224", "count": 32, "sections": 1, "gpa": 3.953125 } ] }, { "uid": 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"term": "1204", "count": 22, "sections": 1, "gpa": 3.8863636363636362 } ] }, { "uid": "instructor_082ae77d138fead4cb6c4dbb", "name": "YINGYU LIANG", "count": 20, "terms": [ { "term": "1224", "count": 13, "sections": 1, "gpa": 3.9615384615384617 }, { "term": "1234", "count": 7, "sections": 1, "gpa": 3.9285714285714284 } ] }, { "uid": "instructor_e4e5ab27f0285ae0feee134e", "name": "MICHAEL HAGENOW", "count": 20, "terms": [ { "term": "1264", "count": 20, "sections": 1, "gpa": 3.9 } ] }, { "uid": "instructor_fdd4be08d9eabb98784c0024", "name": "MICHAEL SWIFT", "count": 18, "terms": [ { "term": "1222", "count": 18, "sections": 1, "gpa": 3.861111111111111 } ] }, { "uid": "instructor_1acafb35fd9afd4ba7f55a61", "name": "SANDEEP SILWAL", "count": 17, "terms": [ { "term": "1254", "count": 17, "sections": 1, "gpa": 3.8823529411764706 } ] }, { "uid": "instructor_667f8a8519e91a6f15c4f62c", "name": "JUSTIN HSU", "count": 16, "terms": [ { "term": "1192", "count": 16, "sections": 1, "gpa": 3.8125 } ] }, { "uid": "instructor_9505ef411831193cb95344c9", "name": "GAVIN BROWN", "count": 16, "terms": [ { "term": "1264", "count": 16, "sections": 1, "gpa": 4 } ] }, { "uid": "instructor_b92e5e407925c0dcfdd69cb6", "name": "TENGYANG XIE", "count": 14, "terms": [ { "term": "1264", "count": 14, "sections": 1, "gpa": 4 } ] }, { "uid": "instructor_d39ead99f3aba04fad279471", "name": "MING LIU", "count": 14, "terms": [ { "term": "1242", "count": 14, "sections": 1, "gpa": 4 } ] }, { "uid": "instructor_28e1bd74ec0ec82d05fd8bdd", "name": "ETHAN CECCHETTI", "count": 13, "terms": [ { "term": "1242", "count": 13, "sections": 1, "gpa": 4 } ] }, { "uid": "instructor_0c02cca34272cf121211bc3f", "name": "CHARLES YUAN", "count": 12, "terms": [ { "term": "1262", "count": 12, "sections": 1, "gpa": 3.9166666666666665 } ] } ] ``` ## following None recorded. ## projection ### target 1272 ### interval #### lower 3.85 #### upper 4 #### coverage 80 #### terms 5 ### gpa 3.924663184163245 ### grades | grade | percentage | | ----- | ------------------- | | A | 87.29766038574526 | | AB | 10.503504548151845 | | B | 2.032646579109471 | | BC | 0.16618848699342423 | | C | 0 | | D | 0 | | F | 0 | ### source Terms * 1262 * 1252 * 1242 * 1232 * 1222 ### source Count 676 ### same Season true ### historical Range * 3.8285714285714283 * 3.970731707317073 ### backtest #### terms 5 #### gpa Error 0.05131077876079813 #### mix Error 8.429400292916144