# LSC 432: Social Media for the Sciences | UW–Madison [View on UW Courses](https://uwcourses.com/courses/LSC_432) ## Dataset ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ### repository twangodev/uwcourses ### schema version 6 ### importer version 7 ### projection id 52a78527ff09011d88cb04c7d43867d9fbfec2930bf1dd2ec359ebd2844e0b07 ### observed at 2026-09-07T15:55:43.033547+00:00 ### built at 2026-09-10T19:50:42.743001+00:00 ### courses 8951 ### current instructors 5754 ### limited false ### terms * 1272 * 1264 * 1262 * 1254 * 1252 * 1244 * 1242 * 1234 * 1232 * 1224 * 1222 * 1212 * 1204 * 1202 * 1194 * 1192 * 1184 * 1182 * 1174 * 1172 * 1164 * 1162 * 1154 * 1152 * 1144 * 1142 * 1134 * 1132 * 1124 * 1122 * 1114 * 1112 * 1104 * 1102 * 1094 * 1092 * 1084 * 1082 * 1074 * 1072 ### term 1272 ### departments | subject | count | | --------- | ----- | | AAE | 90 | | ABT | 20 | | ACCTIS | 36 | | ACTSCI | 14 | | AFAERO | 10 | | AFRICAN | 87 | | AFROAMER | 71 | | AGROECOL | 21 | | AMERIND | 53 | | ANAT\&PHY | 7 | | ANATOMY | 2 | | ANESTHES | 8 | | ANSCI | 57 | | ANTHRO | 95 | | ART | 125 | | ARTED | 10 | | ARTHIST | 121 | | ASIALANG | 129 | | ASIAN | 109 | | ASIANAM | 28 | | ASTRON | 38 | | ATMOCN | 69 | | BIOCHEM | 51 | | BIOCORE | 10 | | BIOLOGY | 14 | | BIOMDSCI | 18 | | BME | 66 | | BMI | 41 | | BMOLCHEM | 10 | | BOTANY | 69 | | BSE | 44 | | C\&ESOC | 73 | | CBE | 48 | | CHEM | 101 | | CHICLA | 52 | | CIVENGR | 133 | | CLASSICS | 47 | | CNP | 10 | | CNSRSCI | 50 | | COMARTS | 137 | | COMPBIO | 15 | | COMPLIT | 11 | | COMPSCI | 138 | | COUNPSY | 78 | | CRB | 19 | | CS\&D | 71 | | CSCS | 40 | | CURRIC | 193 | | DANCE | 93 | | DERM | 8 | | DS | 88 | | DYSCI | 35 | | ECE | 155 | | ECON | 145 | | EDPOL | 114 | | EDPSYCH | 97 | | ELPA | 70 | | EMA | 53 | | EMERMED | 17 | | ENGL | 206 | | ENTOM | 40 | | ENVIRST | 148 | | EP | 15 | | EPD | 67 | | ESL | 16 | | F\&WECOL | 60 | | FAMMED | 22 | | FINANCE | 50 | | FOLKLORE | 40 | | FOODSCI | 43 | | FRENCH | 63 | | GEN\&WS | 145 | | GENBUS | 72 | | GENECSLR | 17 | | GENETICS | 60 | | GEOG | 113 | | GEOSCI | 83 | | GERMAN | 82 | | GLE | 48 | | GNS | 38 | | GREEK | 27 | | HDFS | 41 | | HEBR-BIB | 13 | | HEBR-MOD | 10 | | HISTORY | 233 | | HISTSCI | 56 | | HONCOL | 13 | | ILS | 43 | | INFOSYS | 9 | | INTEGART | 7 | | INTEGSCI | 22 | | INTER-AG | 18 | | INTER-HE | 11 | | INTER-LS | 22 | | INTEREGR | 16 | | INTLBUS | 21 | | INTLST | 50 | | ISYE | 83 | | ITALIAN | 53 | | JEWISH | 56 | | JOURN | 88 | | KINES | 128 | | LACIS | 26 | | LANDARC | 61 | | LATIN | 24 | | LAW | 120 | | LEGALST | 48 | | LINGUIS | 35 | | LIS | 89 | | LITTRANS | 78 | | LSC | 52 | | M\&ENVTOX | 7 | | MARKETNG | 62 | | MATH | 153 | | MDGENET | 8 | | ME | 130 | | MEDHIST | 43 | | MEDICINE | 60 | | MEDIEVAL | 32 | | MEDPHYS | 39 | | MEDSC-M | 29 | | MEDSC-V | 41 | | MHR | 68 | | MICROBIO | 45 | | MILSCI | 16 | | MM\&I | 22 | | MOLBIOL | 6 | | MS\&E | 59 | | MUSIC | 165 | | MUSPERF | 126 | | NAVSCI | 20 | | NE | 44 | | NEURODPT | 11 | | NEUROL | 7 | | NEURSURG | 4 | | NTP | 11 | | NURSING | 111 | | NUTRSCI | 65 | | OBS\&GYN | 18 | | OCCTHER | 39 | | ONCOLOGY | 14 | | OPHTHALM | 5 | | OTM | 43 | | PATH | 34 | | PATH-BIO | 29 | | PEDIAT | 26 | | PHARMACY | 31 | | PHILOS | 77 | | PHMCOL-M | 11 | | PHMPRAC | 45 | | PHMSCI | 60 | | PHYASST | 37 | | PHYSICS | 88 | | PHYSIOL | 3 | | PHYTHER | 37 | | PLANTSCI | 52 | | PLPATH | 35 | | POLISCI | 192 | | POPHLTH | 58 | | PORTUG | 33 | | PSYCH | 101 | | PSYCHIAT | 22 | | PUBAFFR | 54 | | PUBLHLTH | 23 | | RADIOL | 11 | | REALEST | 41 | | RELIGST | 90 | | RHABMED | 9 | | RMI | 24 | | RP\&SE | 102 | | S\&APHM | 17 | | SCANDST | 73 | | SLAVIC | 89 | | SOC | 149 | | SOCWORK | 87 | | SOILSCI | 46 | | SPANISH | 83 | | SRMED | 21 | | STAT | 94 | | STDYABRD | 52 | | STS | 8 | | SURGERY | 25 | | SURGSCI | 33 | | THEATRE | 91 | | URBRPL | 60 | | UROLOGY | 5 | | ZOOLOGY | 89 | ## course ### run id 20260907T155543-ce3781c4 ### semester 1272 ### observed at 2026-09-07 15:55:43.033547+00:00 ### record version id 1adaabee77181daca893d5022b81d56634b2660dfb6c607ab9a045b910f276c5 ### course id LSC 432 ### course uid course\_713c792701f409fe129a1720 ### catalog version id fee4fecb5fc7b6535bd59d000b821612437457cfa6db101d9ed303a15e945478 ### course number 432 ### subjects * LSC ### title SOCIAL MEDIA FOR THE SCIENCES ### description Explore social media communication and tools specific to scientific fields, and learn how to build a social media presence. Examine readings from peer-reviewed papers, marketing, business and communication journals. ### requirements text Satisfied Communications A or graduate/professional standing ### credits min 3 ### credits max 3 ### credit offering ids * 1272:120:023659 ### llm job id enrich-f516c4d3e82cfe326b4f5f54 ### llm output id e72eec673523e087629efbf51a7c4c8e5e40c2b79ac119e822ad530d0f5deada ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary LSC 432 teaches social media communication and tools specific to scientific fields, including how to build a social media presence. ### llm topics * Readings from peer-reviewed papers, marketing, business, and communication journals ### llm skills * Building a social media presence * Social media communication and tools for scientific fields ### llm assumed background None recorded. ### llm search phrases * social media communication sciences * scientific social media presence * science communication tools * peer-reviewed science marketing ### llm requirements status needs\_review ### llm student summary status valid ### llm experience status valid ### catalog variants None recorded. ### student summary #### context hash 578546776abe81d08aa6f5c3aa9f18e420f384c2c64fd2794a1e4c69b18c05b2 #### course id LSC 432 #### current instructors ```json [ { "instructor_uid": "instructor_281538a05f8bdee680183dd3", "message": null, "name": "Brianna Van Matre", "review_status": "supported", "rmp_instructor_id": "rmp:3143719", "summary": [ { "citations": [ { "instructor_name": "brianna van matre", "review_date": "2025-12-12 21:41:31 +0000 UTC", "review_id": "0370ed6e4cc0ac9eeed16418", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3143719", "source_review_id": "UmF0aW5nLTQyMjE1NDkw", "source_url": "https://www.ratemyprofessors.com/professor/3143719", "type": "review" } ], "text": "Brianna Van Matre is described as a good professor who is also a tough grader. She enforces a strict attendance policy where students are allowed only four skips." }, { "citations": [ { "course_id": "LSC 432", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "ae4edfce-f548-3820-953f-8e81c769ebbb", "source_record": { "entity_id": "ae4edfce-f548-3820-953f-8e81c769ebbb", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ], "text": "Recent recorded grades — Fall 2025: 3.51 GPA, 79.8% A/AB (n=89 letter grades). Includes jointly taught sections." } ] }, { "instructor_uid": "instructor_e374f688729daf71c1a85082", "message": "No course-specific reviews available", "name": "Manzur Maswood", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [] } ] ``` #### difficulty workload The course has moderate difficulty, but grading is tough and attendance is strictly enforced with only four skips allowed. ```json { "citations": [ { "instructor_name": "brianna van matre", "review_date": "2025-12-12 21:41:31 +0000 UTC", "review_id": "0370ed6e4cc0ac9eeed16418", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3143719", "source_review_id": "UmF0aW5nLTQyMjE1NDkw", "source_url": "https://www.ratemyprofessors.com/professor/3143719", "type": "review" } ] } ``` #### errors None recorded. #### historical context Historical reviews of dexter patterson: Dexter Patterson is consistently praised as an engaging and caring instructor who delivers clear, interesting lectures. Reviewers highlight his respect for students and recommend his classes, particularly for those in Digital Studies, marketing, or life sciences. ```json { "citations": [ { "instructor_name": "dexter patterson", "review_date": "2024-12-05 17:11:48 +0000 UTC", "review_id": "2e468758bfb295365a1d8e4b", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3004741", "source_review_id": "UmF0aW5nLTQwMTE3MTcw", "source_url": "https://www.ratemyprofessors.com/professor/3004741", "type": "review" }, { "instructor_name": "dexter patterson", "review_date": "2025-11-20 16:14:16 +0000 UTC", "review_id": "8af7aef1f9a894a2a40fa510", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3004741", "source_review_id": "UmF0aW5nLTQxOTE0MDI4", "source_url": "https://www.ratemyprofessors.com/professor/3004741", "type": "review" }, { "instructor_name": "dexter patterson", "review_date": "2026-04-23 00:47:59 +0000 UTC", "review_id": "0eef40bb66b118fdbc71cf7d", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3004741", "source_review_id": "UmF0aW5nLTQyOTA2OTY2", "source_url": "https://www.ratemyprofessors.com/professor/3004741", "type": "review" } ] } ``` #### offered true #### profile hash e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1 #### quick take Brianna Van Matre is a good professor who requires attendance, though she is a tough grader. ```json { "citations": [ { "instructor_name": "brianna van matre", "review_date": "2025-12-12 21:41:31 +0000 UTC", "review_id": "0370ed6e4cc0ac9eeed16418", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3143719", "source_review_id": "UmF0aW5nLTQyMjE1NDkw", "source_url": "https://www.ratemyprofessors.com/professor/3143719", "type": "review" } ] } ``` Recent recorded grades — Fall 2023: 3.75 GPA, 89.2% A/AB (n=93 letter grades); Fall 2024: 3.95 GPA, 97.5% A/AB (n=81 letter grades); Fall 2025: 3.51 GPA, 79.8% A/AB (n=89 letter grades). ```json { "citations": [ { "course_id": "LSC 432", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "ae4edfce-f548-3820-953f-8e81c769ebbb", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "LSC 432", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "ae4edfce-f548-3820-953f-8e81c769ebbb", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "LSC 432", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "ae4edfce-f548-3820-953f-8e81c769ebbb", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1262", "type": "grade" } ] } ``` #### student experience Students find the professor good but must manage the strict attendance policy and challenging grading standards. ```json { "citations": [ { "instructor_name": "brianna van matre", "review_date": "2025-12-12 21:41:31 +0000 UTC", "review_id": "0370ed6e4cc0ac9eeed16418", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3143719", "source_review_id": "UmF0aW5nLTQyMjE1NDkw", "source_url": "https://www.ratemyprofessors.com/professor/3143719", "type": "review" } ] } ``` #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history BRIANNA VAN MATRE is recorded teaching in Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "LSC 432", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "ae4edfce-f548-3820-953f-8e81c769ebbb", "source_record": { "entity_id": "ae4edfce-f548-3820-953f-8e81c769ebbb", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ] } ``` DEXTER PATTERSON is recorded teaching in Fall 2024. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "LSC 432", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "ae4edfce-f548-3820-953f-8e81c769ebbb", "source_record": { "entity_id": "ae4edfce-f548-3820-953f-8e81c769ebbb", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" } ] } ``` #### term id 1272 #### term name 2026 Fall #### version 2 ### requirements #### nodes ```json [ { "children": [ "n0_a", "n0_b" ], "condition": null, "course": null, "evidence": "Satisfied Communications A or graduate/professional standing", "id": "n0", "kind": "any" }, { "children": [], "condition": "Communications A", "course": null, "evidence": "Communications A", "id": "n0_a", "kind": "condition" }, { "children": [], "condition": "graduate/professional standing", "course": null, "evidence": "graduate/professional standing", "id": "n0_b", "kind": "condition" } ] ``` #### notes * Communications A is an unlinked course mention; identity is ambiguous and requires review. #### root n0 #### status needs\_review ### instructors ```json [ { "instructor_uid": "instructor_281538a05f8bdee680183dd3", "source": "enrollment", "source_instructor_id": "bvanmatre", "identity_basis": "netid", "identity_status": "source_identified", "name": "Brianna Van Matre", "email": "BVANMATRE@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": 2, "quality": 4, "difficulty": 3.5, "quality_count": 2, "difficulty_count": 2, "profile_id": "rmp:3143719", "source_url": "https://www.ratemyprofessors.com/professor/3143719", "match_basis": "exact_name", "observed_at": "2026-09-07 16:51:00.974394+00:00", "courses": { "course_3cd6c4d5b1f2384abc674412": { "review_count": 1, "quality": 4, "difficulty": 4, "quality_count": 1, "difficulty_count": 1 }, "course_713c792701f409fe129a1720": { "review_count": 1, "quality": 4, "difficulty": 3, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.690623439587814, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/BRIANNA_VAN_MATRE" }, { "instructor_uid": "instructor_e374f688729daf71c1a85082", "source": "enrollment", "source_instructor_id": "maswood", "identity_basis": "netid", "identity_status": "source_identified", "name": "Manzur Maswood", "email": "MASWOOD@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/MANZUR_MASWOOD" } ] ``` ### offerings ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:120:023659", "course_id": "LSC 432", "course_uid": "course_713c792701f409fe129a1720", "term_id": "1272", "source_course_id": "023659", "source_subject_id": "120", "title": "Social Media for the Sciences", "credits_min": 3, "credits_max": 3, "typically_offered": "Spring" } ] ``` ### sections ```json [ { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:20396", "term_id": "1272", "source_section_id": "20396", "identity_basis": "class_number", "section_number": "001", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 80, "enrolled": 51, "waitlisted": 0, "start_date": "2026-09-02 05:00:00+00:00", "end_date": "2026-12-09 06:00:00+00:00" } ] ``` ### grade instructors ```json [ { "instructor_uid": "instructor_27fbf4548e7ca96bd943c8f4", "source": "madgrades", "source_instructor_id": "509760", "identity_basis": "source_id", "identity_status": "source_identified", "name": "DONALD STANLEY", "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": 3695, "counts": [ 2524, 644, 264, 86, 101, 33, 43 ], "sections": 222 }, "instructor_url": "/instructors/DONALD_STANLEY" }, { "instructor_uid": "instructor_c0449a8d34ae824c0d1767e9", "source": "madgrades", "source_instructor_id": "5205102", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ERIN STREPY", "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": 3.469, "graded": 48, "counts": [ 23, 11, 8, 2, 3, 1, 0 ], "sections": 1 }, "instructor_url": "/instructors/ERIN_STREPY" }, { "instructor_uid": "instructor_c56c10a1f475c8060db4b907", "source": "madgrades", "source_instructor_id": "4726408", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ANNE NARDI", "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": 3.464, "graded": 84, "counts": [ 35, 20, 20, 6, 3, 0, 0 ], "sections": 3 }, "instructor_url": "/instructors/ANNE_NARDI--instructor_c56c10a1f475c8060db4b907" }, { "instructor_uid": "instructor_c4c7887eb5f90ad15cf783d6", "source": "madgrades", "source_instructor_id": "5478992", "identity_basis": "source_id", "identity_status": "source_identified", "name": "HANNAH WHITE", "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": 3.736, "graded": 55, "counts": [ 34, 15, 5, 0, 1, 0, 0 ], "sections": 1 }, "instructor_url": "/instructors/HANNAH_WHITE--instructor_c4c7887eb5f90ad15cf783d6" }, { "instructor_uid": "instructor_4b33778abb479359995ed2c8", "source": "madgrades", "source_instructor_id": "5909721", "identity_basis": "source_id", "identity_status": "source_identified", "name": "LUYE BAO", "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": 3.348, "graded": 431, "counts": [ 183, 105, 64, 33, 28, 13, 5 ], "sections": 5 }, "instructor_url": "/instructors/LUYE_BAO" }, { "instructor_uid": "instructor_af7d485ff5db778b3cb0a91c", "source": "madgrades", "source_instructor_id": "5330814", "identity_basis": "source_id", "identity_status": "source_identified", "name": "KATHLEEN ROSE", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "grade_statistics": { "gpa": 3.35, "graded": 204, "counts": [ 74, 57, 39, 16, 14, 3, 1 ], "sections": 4 }, "instructor_url": "/instructors/KATHLEEN_ROSE--instructor_af7d485ff5db778b3cb0a91c" }, { "instructor_uid": "instructor_ae59e3185723532fd55ea3bc", "source": "madgrades", "source_instructor_id": "5661863", "identity_basis": "source_id", "identity_status": "source_identified", "name": "RICHARD HEINRICH", "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": 3.672, "graded": 276, "counts": [ 178, 60, 21, 7, 3, 5, 2 ], "sections": 16 }, "instructor_url": "/instructors/RICHARD_HEINRICH--instructor_ae59e3185723532fd55ea3bc" }, { "instructor_uid": "instructor_ae20c55053ef0716a63d2a51", "source": "madgrades", "source_instructor_id": "5444037", "identity_basis": "source_id", "identity_status": "source_identified", "name": "SHIYU YANG", "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": 3.433, "graded": 625, "counts": [ 290, 143, 84, 68, 29, 5, 6 ], "sections": 10 }, "instructor_url": "/instructors/SHIYU_YANG--instructor_ae20c55053ef0716a63d2a51" }, { "instructor_uid": "instructor_c0a7de649244924a4b3570fa", "source": "madgrades", "source_instructor_id": "6567812", "identity_basis": "source_id", "identity_status": "source_identified", "name": "THEA SHOWALTER", "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": 3.753, "graded": 93, "counts": [ 78, 5, 4, 1, 2, 1, 2 ], "sections": 1 }, "instructor_url": "/instructors/THEA_SHOWALTER--instructor_c0a7de649244924a4b3570fa" }, { "instructor_uid": "instructor_32a8c048796a45faa409eb0d", "source": "madgrades", "source_instructor_id": "6212326", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ALEXANDER LEAT", "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": 3.786, "graded": 175, "counts": [ 144, 14, 7, 3, 4, 1, 2 ], "sections": 7 }, "instructor_url": "/instructors/ALEXANDER_LEAT" }, { "instructor_uid": "instructor_a152d3a305c0c73c2b981426", "source": "madgrades", "source_instructor_id": "1598710", "identity_basis": "source_id", "identity_status": "source_identified", "name": "DEXTER PATTERSON", "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": 6, "quality": 5, "difficulty": 1.67, "quality_count": 6, "difficulty_count": 6, "profile_id": "rmp:3004741", "source_url": "https://www.ratemyprofessors.com/professor/3004741", "match_basis": "exact_name", "observed_at": "2026-09-07 16:43:43.547285+00:00", "courses": { "course_713c792701f409fe129a1720": { "review_count": 3, "quality": 5, "difficulty": 1.67, "quality_count": 3, "difficulty_count": 3 }, "course_f067351aee8edf563413320f": { "review_count": 3, "quality": 5, "difficulty": 1.67, "quality_count": 3, "difficulty_count": 3 } }, "bayesian_quality": 3.9689890642666117, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.87, "graded": 774, "counts": [ 692, 44, 18, 5, 3, 1, 11 ], "sections": 24 }, "instructor_url": "/instructors/DEXTER_PATTERSON--instructor_a152d3a305c0c73c2b981426" }, { "instructor_uid": "instructor_2271f8ffc80ca6aa1ccc73fc", "source": "madgrades", "source_instructor_id": "6556604", "identity_basis": "source_id", "identity_status": "source_identified", "name": "SARA OSTAD RAHIMI", "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": 3.61, "graded": 132, "counts": [ 72, 40, 14, 1, 1, 2, 2 ], "sections": 2 }, "instructor_url": "/instructors/SARA_OSTAD_RAHIMI--instructor_2271f8ffc80ca6aa1ccc73fc" }, { "instructor_uid": "instructor_d4e7dfa1ea58ae24bb3075f2", "source": "madgrades", "source_instructor_id": "5516495", "identity_basis": "source_id", "identity_status": "source_identified", "name": "BRIANNA VAN MATRE", "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": 4, "difficulty": 3.5, "quality_count": 2, "difficulty_count": 2, "profile_id": "rmp:3143719", "source_url": "https://www.ratemyprofessors.com/professor/3143719", "match_basis": "exact_name", "observed_at": "2026-09-07 16:51:00.974394+00:00", "courses": { "course_3cd6c4d5b1f2384abc674412": { "review_count": 1, "quality": 4, "difficulty": 4, "quality_count": 1, "difficulty_count": 1 }, "course_713c792701f409fe129a1720": { "review_count": 1, "quality": 4, "difficulty": 3, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.690623439587814, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.627, "graded": 319, "counts": [ 186, 89, 27, 3, 4, 5, 5 ], "sections": 13 }, "instructor_url": "/instructors/BRIANNA_VAN_MATRE--instructor_d4e7dfa1ea58ae24bb3075f2" }, { "instructor_uid": "instructor_281538a05f8bdee680183dd3", "source": "enrollment", "source_instructor_id": "bvanmatre", "identity_basis": "netid", "identity_status": "source_identified", "name": "Brianna Van Matre", "email": "BVANMATRE@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": 2, "quality": 4, "difficulty": 3.5, "quality_count": 2, "difficulty_count": 2, "profile_id": "rmp:3143719", "source_url": "https://www.ratemyprofessors.com/professor/3143719", "match_basis": "exact_name", "observed_at": "2026-09-07 16:51:00.974394+00:00", "courses": { "course_3cd6c4d5b1f2384abc674412": { "review_count": 1, "quality": 4, "difficulty": 4, "quality_count": 1, "difficulty_count": 1 }, "course_713c792701f409fe129a1720": { "review_count": 1, "quality": 4, "difficulty": 3, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.690623439587814, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/BRIANNA_VAN_MATRE" }, { "instructor_uid": "instructor_e374f688729daf71c1a85082", "source": "enrollment", "source_instructor_id": "maswood", "identity_basis": "netid", "identity_status": "source_identified", "name": "Manzur Maswood", "email": "MASWOOD@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/MANZUR_MASWOOD" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LSC 432", "course_uid": "course_713c792701f409fe129a1720", "term_id": "1124", "term_name": "Spring 2012", "instructors": [ "DONALD STANLEY" ], "a": 13, "ab": 7, "b": 1, "bc": 0, "c": 1, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 22, "source_aliases": [ "LSC 432" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LSC 432", "course_uid": "course_713c792701f409fe129a1720", "term_id": "1134", "term_name": "Spring 2013", "instructors": [ "DONALD STANLEY" ], "a": 18, "ab": 5, "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": 26, "source_aliases": [ "LSC 432" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LSC 432", "course_uid": "course_713c792701f409fe129a1720", "term_id": "1144", "term_name": "Spring 2014", "instructors": [ "DONALD STANLEY" ], "a": 14, "ab": 4, "b": 3, "bc": 3, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 24, "source_aliases": [ "LSC 432" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LSC 432", "course_uid": "course_713c792701f409fe129a1720", "term_id": "1154", "term_name": "Spring 2015", "instructors": [ "DONALD STANLEY", "ERIN STREPY" ], "a": 23, "ab": 11, "b": 8, "bc": 2, "c": 3, "d": 1, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 48, "source_aliases": [ "LSC 432" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LSC 432", "course_uid": "course_713c792701f409fe129a1720", "term_id": "1164", "term_name": "Spring 2016", "instructors": [ "ANNE NARDI", "DONALD STANLEY" ], "a": 26, "ab": 9, "b": 10, "bc": 4, "c": 3, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 52, "source_aliases": [ "LSC 432" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LSC 432", "course_uid": "course_713c792701f409fe129a1720", "term_id": "1174", "term_name": "Spring 2017", "instructors": [ "DONALD STANLEY", "HANNAH WHITE" ], "a": 34, "ab": 15, "b": 5, "bc": 0, "c": 1, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 55, "source_aliases": [ "LSC 432" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LSC 432", "course_uid": "course_713c792701f409fe129a1720", "term_id": "1184", "term_name": "Spring 2018", "instructors": [ "DONALD STANLEY", "LUYE BAO" ], "a": 22, "ab": 6, "b": 5, "bc": 1, "c": 0, "d": 1, "f": 0, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 36, "source_aliases": [ "LSC 432" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LSC 432", "course_uid": "course_713c792701f409fe129a1720", "term_id": "1194", "term_name": "Spring 2019", "instructors": [ "DONALD STANLEY", "KATHLEEN ROSE" ], "a": 11, "ab": 16, "b": 6, "bc": 1, "c": 3, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 0, "other": 0, "total": 38, "source_aliases": [ "LSC 432" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LSC 432", "course_uid": "course_713c792701f409fe129a1720", "term_id": "1202", "term_name": "Fall 2019", "instructors": [ "DONALD STANLEY", "RICHARD HEINRICH" ], "a": 21, "ab": 7, "b": 2, "bc": 0, "c": 0, "d": 1, "f": 1, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 32, "source_aliases": [ "LSC 432" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LSC 432", "course_uid": "course_713c792701f409fe129a1720", "term_id": "1212", "term_name": "Fall 2020", "instructors": [ "DONALD STANLEY" ], "a": 61, "ab": 2, "b": 4, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 0, "other": 0, "total": 68, "source_aliases": [ "LSC 432" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LSC 432", "course_uid": "course_713c792701f409fe129a1720", "term_id": "1222", "term_name": "Fall 2021", "instructors": [ "DONALD STANLEY", "LUYE BAO" ], "a": 51, "ab": 9, "b": 5, "bc": 1, "c": 3, "d": 0, "f": 1, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 70, "source_aliases": [ "LSC 432" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LSC 432", "course_uid": "course_713c792701f409fe129a1720", "term_id": "1232", "term_name": "Fall 2022", "instructors": [ "DONALD STANLEY", "SHIYU YANG" ], "a": 63, "ab": 15, "b": 3, "bc": 1, "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": 85, "source_aliases": [ "LSC 432" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LSC 432", "course_uid": "course_713c792701f409fe129a1720", "term_id": "1242", "term_name": "Fall 2023", "instructors": [ "DONALD STANLEY", "THEA SHOWALTER" ], "a": 78, "ab": 5, "b": 4, "bc": 1, "c": 2, "d": 1, "f": 2, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 93, "source_aliases": [ "LSC 432" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LSC 432", "course_uid": "course_713c792701f409fe129a1720", "term_id": "1252", "term_name": "Fall 2024", "instructors": [ "ALEXANDER LEAT", "Dexter Patterson" ], "a": 76, "ab": 3, "b": 1, "bc": 1, "c": 0, "d": 0, "f": 0, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 82, "source_aliases": [ "LSC 432" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LSC 432", "course_uid": "course_713c792701f409fe129a1720", "term_id": "1262", "term_name": "Fall 2025", "instructors": [ "Brianna Van Matre", "Sara Ostad Rahimi" ], "a": 36, "ab": 35, "b": 13, "bc": 1, "c": 1, "d": 2, "f": 1, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 89, "source_aliases": [ "LSC 432" ] } ] ``` ### statistics #### gpa 3.692 #### graded 816 #### counts * 547 * 149 * 73 * 16 * 19 * 6 * 6 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_713c792701f409fe129a1720-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_713c792701f409fe129a1720-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_713c792701f409fe129a1720-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_713c792701f409fe129a1720-0.json) #### reviews * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_713c792701f409fe129a1720-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_713c792701f409fe129a1720-0.json) #### meetings * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_713c792701f409fe129a1720-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_713c792701f409fe129a1720-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_713c792701f409fe129a1720-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_713c792701f409fe129a1720-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.6917892156862746 #### count 816 #### university ##### size 4504 ##### gpa Percentile 46 ##### count Percentile 88 ##### median Count 151 ##### 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 | 13 | false | | 2.8–3.2 | 333 | false | | 3.2–3.6 | 1270 | false | | 3.6–4.0 | 2888 | true | #### departments ```json [ { "subject": "LSC", "comparison": { "size": 27, "gpaPercentile": 27, "countPercentile": 92, "medianCount": 227, "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": 3, "current": false }, { "range": "3.6–4.0", "count": 24, "current": true } ] } } ] ``` ### terms #### 1124 ##### term 1124 ##### gpa 3.7045454545454546 ##### count 22 ##### departments | subject | comparison | | ------- | ---------- | | LSC | | #### 1134 ##### term 1134 ##### gpa 3.7884615384615383 ##### count 26 ##### departments | subject | comparison | | ------- | ---------- | | LSC | | #### 1144 ##### term 1144 ##### gpa 3.6041666666666665 ##### count 24 ##### departments | subject | comparison | | ------- | ---------- | | LSC | | #### 1154 ##### term 1154 ##### gpa 3.46875 ##### count 48 ##### university ###### size 935 ###### gpa Percentile 52 ###### count Percentile 32 ###### median Count 63 ###### 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 | 38 | false | | 2.8–3.2 | 237 | false | | 3.2–3.6 | 326 | true | | 3.6–4.0 | 334 | false | ##### departments | subject | comparison | | ------- | ---------- | | LSC | | #### 1164 ##### term 1164 ##### gpa 3.4903846153846154 ##### count 52 ##### university ###### size 965 ###### gpa Percentile 50 ###### count Percentile 37 ###### median Count 68 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 3 | false | | 2.4–2.8 | 37 | false | | 2.8–3.2 | 216 | false | | 3.2–3.6 | 319 | true | | 3.6–4.0 | 390 | false | ##### departments | subject | comparison | | ------- | ---------- | | LSC | | #### 1174 ##### term 1174 ##### gpa 3.7363636363636363 ##### count 55 ##### university ###### size 955 ###### gpa Percentile 72 ###### count Percentile 38 ###### median Count 69 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 29 | false | | 2.8–3.2 | 224 | false | | 3.2–3.6 | 332 | false | | 3.6–4.0 | 369 | true | ##### departments | subject | comparison | | ------- | ---------- | | LSC | | #### 1184 ##### term 1184 ##### gpa 3.642857142857143 ##### count 35 ##### university ###### size 1010 ###### gpa Percentile 63 ###### count Percentile 9 ###### 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 | subject | comparison | | ------- | ---------- | | LSC | | #### 1194 ##### term 1194 ##### gpa 3.418918918918919 ##### count 37 ##### university ###### size 1040 ###### gpa Percentile 40 ###### count Percentile 14 ###### median Count 67 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 23 | false | | 2.8–3.2 | 220 | false | | 3.2–3.6 | 342 | true | | 3.6–4.0 | 454 | false | ##### departments | subject | comparison | | ------- | ---------- | | LSC | | #### 1202 ##### term 1202 ##### gpa 3.609375 ##### count 32 ##### university ###### size 1102 ###### gpa Percentile 56 ###### 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 | subject | comparison | | ------- | ---------- | | LSC | | #### 1212 ##### term 1212 ##### gpa 3.925373134328358 ##### count 67 ##### university ###### size 1111 ###### gpa Percentile 86 ###### count Percentile 49 ###### 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 | subject | comparison | | ------- | ---------- | | LSC | | #### 1222 ##### term 1222 ##### gpa 3.7 ##### count 70 ##### university ###### size 1157 ###### gpa Percentile 58 ###### count Percentile 52 ###### 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 | subject | comparison | | ------- | ---------- | | LSC | | #### 1232 ##### term 1232 ##### gpa 3.764705882352941 ##### count 85 ##### university ###### size 1216 ###### gpa Percentile 65 ###### count Percentile 59 ###### 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 | subject | comparison | | ------- | ---------- | | LSC | | #### 1242 ##### term 1242 ##### gpa 3.752688172043011 ##### count 93 ##### university ###### size 1295 ###### gpa Percentile 62 ###### count Percentile 64 ###### 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": "LSC", "comparison": { "size": 11, "gpaPercentile": 30, "countPercentile": 80, "medianCount": 72, "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": 1, "current": false }, { "range": "3.6–4.0", "count": 10, "current": true } ] } } ] ``` #### 1252 ##### term 1252 ##### gpa 3.950617283950617 ##### count 81 ##### university ###### size 1333 ###### gpa Percentile 89 ###### count Percentile 56 ###### 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 | subject | comparison | | ------- | ---------- | | LSC | | #### 1262 ##### term 1262 ##### gpa 3.50561797752809 ##### count 89 ##### university ###### size 1320 ###### gpa Percentile 30 ###### count Percentile 59 ###### 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": "LSC", "comparison": { "size": 11, "gpaPercentile": 0, "countPercentile": 70, "medianCount": 67, "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": 2, "current": true }, { "range": "3.6–4.0", "count": 9, "current": false } ] } } ] ``` ### benchmarks #### all ##### school ###### size 4504 ###### gpa 3.6633416020335634 ###### top Share 82.10935860225621 ###### count 151 ##### LSC ###### size 27 ###### gpa 3.745829332282083 ###### top Share 87.9434129627317 ###### count 227 #### terms ##### 1124 ###### school ###### size 821 ###### gpa 3.406589342026613 ###### top Share 66.35774230127205 ###### count 67 ##### 1134 ###### school ###### size 852 ###### gpa 3.4138934207568203 ###### top Share 66.35946578182744 ###### count 66 ##### 1144 ###### school ###### size 878 ###### gpa 3.4092443327803017 ###### top Share 65.95978235963416 ###### count 64 ##### 1154 ###### school ###### size 935 ###### gpa 3.4282378385810093 ###### top Share 67.66674668721691 ###### count 63 ##### 1164 ###### school ###### size 965 ###### gpa 3.46491230798535 ###### top Share 69.92376287143657 ###### count 68 ##### 1174 ###### school ###### size 955 ###### gpa 3.4597947384071412 ###### top Share 69.5290038366363 ###### count 69 ##### 1184 ###### school ###### size 1010 ###### gpa 3.47925290354517 ###### top Share 70.86270937115944 ###### count 68 ##### 1194 ###### school ###### size 1040 ###### gpa 3.4906527436719808 ###### top Share 71.74728845515045 ###### count 67 ##### 1202 ###### school ###### size 1102 ###### gpa 3.5102605987403313 ###### top Share 72.78244569053733 ###### count 68 ##### 1212 ###### school ###### size 1111 ###### gpa 3.5856416028074487 ###### top Share 77.58926748660845 ###### count 68 ##### 1222 ###### school ###### size 1157 ###### gpa 3.563052311875811 ###### top Share 76.64869058732418 ###### count 64 ##### 1232 ###### school ###### size 1216 ###### gpa 3.575457431972425 ###### top Share 77.33712216234007 ###### count 66 ##### 1242 ###### school ###### size 1295 ###### gpa 3.595302892737449 ###### top Share 78.36291889885307 ###### count 67 ###### LSC ###### size 11 ###### gpa 3.7720593403694496 ###### top Share 90.50006744717578 ###### count 72 ##### 1252 ###### school ###### size 1333 ###### gpa 3.619494049739118 ###### top Share 79.71442190500672 ###### count 69 ##### 1262 ###### school ###### size 1320 ###### gpa 3.628825763035853 ###### top Share 80.21118846327654 ###### count 70 ###### LSC ###### size 11 ###### gpa 3.794175315660777 ###### top Share 91.3976018189471 ###### count 67 ## instructor Trends ```json [ { "uid": "instructor_27fbf4548e7ca96bd943c8f4", "name": "DONALD STANLEY", "count": 646, "terms": [ { "term": "1124", "count": 22, "sections": 1, "gpa": 3.7045454545454546 }, { "term": "1134", "count": 26, "sections": 1, "gpa": 3.7884615384615383 }, { "term": "1144", "count": 24, "sections": 1, "gpa": 3.6041666666666665 }, { "term": "1154", "count": 48, "sections": 1, "gpa": 3.46875 }, { "term": "1164", "count": 52, "sections": 1, "gpa": 3.4903846153846154 }, { "term": "1174", "count": 55, "sections": 1, "gpa": 3.7363636363636363 }, { "term": "1184", "count": 35, "sections": 1, "gpa": 3.642857142857143 }, { "term": "1194", "count": 37, "sections": 1, "gpa": 3.418918918918919 }, { "term": "1202", "count": 32, "sections": 1, "gpa": 3.609375 }, { "term": "1212", "count": 67, "sections": 1, "gpa": 3.925373134328358 }, { "term": "1222", "count": 70, "sections": 1, "gpa": 3.7 }, { "term": "1232", "count": 85, "sections": 1, "gpa": 3.764705882352941 }, { "term": "1242", "count": 93, "sections": 1, "gpa": 3.752688172043011 } ] }, { "uid": "instructor_4b33778abb479359995ed2c8", "name": "LUYE BAO", "count": 105, "terms": [ { "term": "1184", "count": 35, "sections": 1, "gpa": 3.642857142857143 }, { "term": "1222", "count": 70, "sections": 1, "gpa": 3.7 } ] }, { "uid": "instructor_c0a7de649244924a4b3570fa", "name": "THEA SHOWALTER", "count": 93, "terms": [ { "term": "1242", "count": 93, "sections": 1, "gpa": 3.752688172043011 } ] }, { "uid": "instructor_2271f8ffc80ca6aa1ccc73fc", "name": "SARA OSTAD RAHIMI", "count": 89, "terms": [ { "term": "1262", "count": 89, "sections": 1, "gpa": 3.50561797752809 } ] }, { "uid": "instructor_d4e7dfa1ea58ae24bb3075f2", "name": "BRIANNA VAN MATRE", "count": 89, "terms": [ { "term": "1262", "count": 89, "sections": 1, "gpa": 3.50561797752809 } ] }, { "uid": "instructor_ae20c55053ef0716a63d2a51", "name": "SHIYU YANG", "count": 85, "terms": [ { "term": "1232", "count": 85, "sections": 1, "gpa": 3.764705882352941 } ] }, { "uid": "instructor_32a8c048796a45faa409eb0d", "name": "ALEXANDER LEAT", "count": 81, "terms": [ { "term": "1252", "count": 81, "sections": 1, "gpa": 3.950617283950617 } ] }, { "uid": "instructor_a152d3a305c0c73c2b981426", "name": "DEXTER PATTERSON", "count": 81, "terms": [ { "term": "1252", "count": 81, "sections": 1, "gpa": 3.950617283950617 } ] }, { "uid": "instructor_c4c7887eb5f90ad15cf783d6", "name": "HANNAH WHITE", "count": 55, "terms": [ { "term": "1174", "count": 55, "sections": 1, "gpa": 3.7363636363636363 } ] }, { "uid": "instructor_c56c10a1f475c8060db4b907", "name": "ANNE NARDI", "count": 52, "terms": [ { "term": "1164", "count": 52, "sections": 1, "gpa": 3.4903846153846154 } ] }, { "uid": "instructor_c0449a8d34ae824c0d1767e9", "name": "ERIN STREPY", "count": 48, "terms": [ { "term": "1154", "count": 48, "sections": 1, "gpa": 3.46875 } ] }, { "uid": "instructor_af7d485ff5db778b3cb0a91c", "name": "KATHLEEN ROSE", "count": 37, "terms": [ { "term": "1194", "count": 37, "sections": 1, "gpa": 3.418918918918919 } ] }, { "uid": "instructor_ae59e3185723532fd55ea3bc", "name": "RICHARD HEINRICH", "count": 32, "terms": [ { "term": "1202", "count": 32, "sections": 1, "gpa": 3.609375 } ] } ] ``` ## following None recorded. ## projection ### target 1272 ### interval #### lower 3.37 #### upper 4 #### coverage 80 #### terms 6 ### gpa 3.7217044403143795 ### grades | grade | percentage | | ----- | ------------------ | | A | 70.49592663034002 | | AB | 17.85793839438919 | | B | 6.865735713739905 | | BC | 1.186017868852841 | | C | 1.624248585620239 | | D | 0.873204145123366 | | F | 1.0969286619344392 | ### source Terms * 1262 * 1252 * 1242 * 1232 * 1222 ### source Count 418 ### same Season true ### historical Range * 3.5056179775280905 * 3.9506172839506175 ### backtest #### terms 6 #### gpa Error 0.15725746484806868 #### mix Error 22.14506785728217