# LSC 270: Marketing Communication for the Sciences | UW–Madison [View on UW Courses](https://uwcourses.com/courses/LSC_270) ## 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 667052729b388d407cbff48e526eec3664a7de26acf5eefe107464a14ab6a1b9 ### course id LSC 270 ### course uid course\_fa3fb735db7e71b2886d4b4f ### catalog version id ccc7f3525e814c6082cc94b08bb0954e52fc082460497e6a286c996f8df91590 ### course number 270 ### subjects * LSC ### title MARKETING COMMUNICATION FOR THE SCIENCES ### description Explores marketing, promotion, and strategic communication specific to the consumer marketplace. Analyze communication strategies for science products and industries synthesized from business goals and objectives to specific audiences. Coursework includes a variety of readings from a class textbook as well as peer-reviewed papers published in life science, marketing, communication, and general business journals. ### requirements text Satisfied Communications A ### credits min 3 ### credits max 3 ### credit offering ids * 1272:120:023534 ### llm job id enrich-8b774950c2b6adfdc46d1b82 ### llm output id deb0ed1bb16929e398f52ed06f97f1c0969919cf36cd098b64439bb086c1286f ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary LSC 270 explores marketing, promotion, and strategic communication specific to the consumer marketplace for science products and industries. ### llm topics * Marketing, promotion, and strategic communication * Communication strategies for science products and industries * Readings from life science, marketing, communication, and business journals ### llm skills * Marketing, promotion, and strategic communication for consumer markets * Analysis of communication strategies for science products and industries ### llm assumed background None recorded. ### llm search phrases * science marketing communication * consumer marketplace promotion * strategic communication sciences * life science business journals ### llm requirements status needs\_review ### llm student summary status valid ### llm experience status insufficient\_evidence ### catalog variants None recorded. ### student summary #### context hash 2a222ac0f08bb903a6e9082404f2c914002a0b4ba22fb0382ac22cf9c26a4000 #### course id LSC 270 #### current instructors ```json [ { "instructor_uid": "instructor_10c0d12b980316361f6f633b", "message": "No course-specific reviews available", "name": "Chioma Njoku", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [] }, { "instructor_uid": "instructor_00c5b3a4014e087754fad5ab", "message": "No course-specific reviews available", "name": "Todd Newman", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [ { "citations": [ { "course_id": "LSC 270", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "cd5c87f9-104e-3e12-a64e-a9b7b0209fea", "source_record": { "entity_id": "cd5c87f9-104e-3e12-a64e-a9b7b0209fea", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "LSC 270", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "cd5c87f9-104e-3e12-a64e-a9b7b0209fea", "source_record": { "entity_id": "cd5c87f9-104e-3e12-a64e-a9b7b0209fea", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "LSC 270", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "cd5c87f9-104e-3e12-a64e-a9b7b0209fea", "source_record": { "entity_id": "cd5c87f9-104e-3e12-a64e-a9b7b0209fea", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" } ], "text": "Recent recorded grades — Fall 2022: 3.67 GPA, 88.0% A/AB (n=83 letter grades); Fall 2023: 3.80 GPA, 91.9% A/AB (n=86 letter grades); Fall 2024: 3.90 GPA, 95.6% A/AB (n=68 letter grades). Includes jointly taught sections." } ] } ] ``` #### difficulty workload None recorded. #### errors None recorded. #### historical context None recorded. #### message No course-specific reviews available #### offered true #### profile hash 5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02 #### quick take Recent recorded grades — Fall 2023: 3.80 GPA, 91.9% A/AB (n=86 letter grades); Fall 2024: 3.90 GPA, 95.6% A/AB (n=68 letter grades); Fall 2025: 3.75 GPA, 91.5% A/AB (n=71 letter grades). ```json { "citations": [ { "course_id": "LSC 270", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "cd5c87f9-104e-3e12-a64e-a9b7b0209fea", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "LSC 270", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "cd5c87f9-104e-3e12-a64e-a9b7b0209fea", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "LSC 270", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "cd5c87f9-104e-3e12-a64e-a9b7b0209fea", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1262", "type": "grade" } ] } ``` #### student experience None recorded. #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history TODD NEWMAN is recorded teaching in Fall 2018, Spring 2019, Fall 2019, Spring 2020, Fall 2020, Fall 2021, Fall 2022, Fall 2023, Fall 2024. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "LSC 270", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "cd5c87f9-104e-3e12-a64e-a9b7b0209fea", "source_record": { "entity_id": "cd5c87f9-104e-3e12-a64e-a9b7b0209fea", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1192", "type": "grade" }, { "course_id": "LSC 270", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "cd5c87f9-104e-3e12-a64e-a9b7b0209fea", "source_record": { "entity_id": "cd5c87f9-104e-3e12-a64e-a9b7b0209fea", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1194", "type": "grade" }, { "course_id": "LSC 270", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "cd5c87f9-104e-3e12-a64e-a9b7b0209fea", "source_record": { "entity_id": "cd5c87f9-104e-3e12-a64e-a9b7b0209fea", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1202", "type": "grade" }, { "course_id": "LSC 270", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "cd5c87f9-104e-3e12-a64e-a9b7b0209fea", "source_record": { "entity_id": "cd5c87f9-104e-3e12-a64e-a9b7b0209fea", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1204", "type": "grade" }, { "course_id": "LSC 270", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "cd5c87f9-104e-3e12-a64e-a9b7b0209fea", "source_record": { "entity_id": "cd5c87f9-104e-3e12-a64e-a9b7b0209fea", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1212", "type": "grade" }, { "course_id": "LSC 270", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "cd5c87f9-104e-3e12-a64e-a9b7b0209fea", "source_record": { "entity_id": "cd5c87f9-104e-3e12-a64e-a9b7b0209fea", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1222", "type": "grade" }, { "course_id": "LSC 270", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "cd5c87f9-104e-3e12-a64e-a9b7b0209fea", "source_record": { "entity_id": "cd5c87f9-104e-3e12-a64e-a9b7b0209fea", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "LSC 270", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "cd5c87f9-104e-3e12-a64e-a9b7b0209fea", "source_record": { "entity_id": "cd5c87f9-104e-3e12-a64e-a9b7b0209fea", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "LSC 270", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "cd5c87f9-104e-3e12-a64e-a9b7b0209fea", "source_record": { "entity_id": "cd5c87f9-104e-3e12-a64e-a9b7b0209fea", "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": [], "condition": "Satisfied Communications A", "course": null, "evidence": "Satisfied Communications A", "id": "n0", "kind": "condition" } ] ``` #### notes * The condition 'Satisfied Communications A' refers to a program or general education requirement not defined in the provided linked\_courses or requirements\_text. This requires manual review to determine the specific courses or criteria that' #### root n0 #### status needs\_review ### instructors | instructor\_uid | source | source\_instructor\_id | identity\_basis | identity\_status | name | email | first\_observed\_at | last\_observed\_at | instructor\_url | | ------------------------------------ | ---------- | ---------------------- | --------------- | ------------------ | ------------ | ------------------ | -------------------------------- | -------------------------------- | -------------------------- | | instructor\_10c0d12b980316361f6f633b | enrollment | cdnjoku | netid | source\_identified | Chioma Njoku | CDNJOKU\@WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/CHIOMA\_NJOKU | | instructor\_00c5b3a4014e087754fad5ab | enrollment | tpnewman | netid | source\_identified | Todd Newman | TPNEWMAN\@WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/TODD\_NEWMAN | ### offerings ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:120:023534", "course_id": "LSC 270", "course_uid": "course_fa3fb735db7e71b2886d4b4f", "term_id": "1272", "source_course_id": "023534", "source_subject_id": "120", "title": "Marketing Communication for the Sciences", "credits_min": 3, "credits_max": 3, "typically_offered": "Not Applicable" } ] ``` ### sections ```json [ { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:10638", "term_id": "1272", "source_section_id": "10638", "identity_basis": "class_number", "section_number": "001", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 85, "enrolled": 81, "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_7b7ee1393f634263ba365ce5", "source": "madgrades", "source_instructor_id": "546214", "identity_basis": "source_id", "identity_status": "source_identified", "name": "KRISTIN RUNGE", "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": 3.65, "graded": 469, "counts": [ 287, 81, 79, 9, 9, 3, 1 ], "sections": 11 }, "instructor_url": "/instructors/KRISTIN_RUNGE--instructor_7b7ee1393f634263ba365ce5" }, { "instructor_uid": "instructor_28ef55b603db4b50cf79b45e", "source": "madgrades", "source_instructor_id": "465586", "identity_basis": "source_id", "identity_status": "source_identified", "name": "SARAH BOTHAM", "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": 3.842, "graded": 714, "counts": [ 551, 134, 13, 8, 5, 1, 2 ], "sections": 55 }, "instructor_url": "/instructors/SARAH_BOTHAM--instructor_28ef55b603db4b50cf79b45e" }, { "instructor_uid": "instructor_a4be26f79c845168095d5be3", "source": "madgrades", "source_instructor_id": "3002500", "identity_basis": "source_id", "identity_status": "source_identified", "name": "APRIL EICHMEIER", "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": 3.642, "graded": 169, "counts": [ 88, 50, 25, 3, 3, 0, 0 ], "sections": 4 }, "instructor_url": "/instructors/APRIL_EICHMEIER--instructor_a4be26f79c845168095d5be3" }, { "instructor_uid": "instructor_ace48dfea71224576349753c", "source": "madgrades", "source_instructor_id": "5333518", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JADY CARMICHAEL", "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": 3.536, "graded": 84, "counts": [ 37, 23, 19, 3, 2, 0, 0 ], "sections": 2 }, "instructor_url": "/instructors/JADY_CARMICHAEL--instructor_ace48dfea71224576349753c" }, { "instructor_uid": "instructor_505037bf96d8b69b7891d6d0", "source": "madgrades", "source_instructor_id": "791053", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JENNE MEYER", "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": 3.664, "graded": 110, "counts": [ 74, 17, 11, 3, 2, 3, 0 ], "sections": 4 }, "instructor_url": "/instructors/JENNE_MEYER" }, { "instructor_uid": "instructor_e2e43a4e76336111a66ae8ed", "source": "madgrades", "source_instructor_id": "3749233", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JENNIFER CHUNG", "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": 3.573, "graded": 427, "counts": [ 231, 97, 64, 20, 7, 6, 2 ], "sections": 14 }, "instructor_url": "/instructors/JENNIFER_CHUNG--instructor_e2e43a4e76336111a66ae8ed" }, { "instructor_uid": "instructor_ef74fd8510864538b50c8397", "source": "madgrades", "source_instructor_id": "5018163", "identity_basis": "source_id", "identity_status": "source_identified", "name": "TODD NEWMAN", "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": 3.806, "graded": 745, "counts": [ 600, 79, 36, 8, 12, 7, 3 ], "sections": 36 }, "instructor_url": "/instructors/TODD_NEWMAN--instructor_ef74fd8510864538b50c8397" }, { "instructor_uid": "instructor_c3970ea0eef9a02356ae0824", "source": "madgrades", "source_instructor_id": "4758024", "identity_basis": "source_id", "identity_status": "source_identified", "name": "BRENNA WIESNER", "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": 3.416, "graded": 173, "counts": [ 67, 45, 45, 9, 3, 2, 2 ], "sections": 7 }, "instructor_url": "/instructors/BRENNA_WIESNER" }, { "instructor_uid": "instructor_377b9265d207734998a6d543", "source": "madgrades", "source_instructor_id": "6207585", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ANQI SHAO", "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": 3.713, "graded": 423, "counts": [ 315, 49, 29, 8, 13, 6, 3 ], "sections": 7 }, "instructor_url": "/instructors/ANQI_SHAO" }, { "instructor_uid": "instructor_f75e04cd9b9af0224d8a9bd1", "source": "madgrades", "source_instructor_id": "6240570", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ASHLEY CATE", "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": 3.402, "graded": 403, "counts": [ 171, 105, 53, 55, 9, 5, 5 ], "sections": 6 }, "instructor_url": "/instructors/ASHLEY_CATE--instructor_f75e04cd9b9af0224d8a9bd1" }, { "instructor_uid": "instructor_44784a4ebfdfe59fb0283aeb", "source": "madgrades", "source_instructor_id": "6398162", "identity_basis": "source_id", "identity_status": "source_identified", "name": "THOMAS JILK", "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": 3.477, "graded": 421, "counts": [ 165, 141, 78, 19, 14, 1, 3 ], "sections": 6 }, "instructor_url": "/instructors/THOMAS_JILK" }, { "instructor_uid": "instructor_543c5fed4275d645e6dca327", "source": "madgrades", "source_instructor_id": "5645011", "identity_basis": "source_id", "identity_status": "source_identified", "name": "KATHERINE GALLAGHER", "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": 3.615, "graded": 260, "counts": [ 168, 47, 20, 7, 11, 4, 3 ], "sections": 3 }, "instructor_url": "/instructors/KATHERINE_GALLAGHER" }, { "instructor_uid": "instructor_68f2d5a9dfb2a0db4c708a8f", "source": "madgrades", "source_instructor_id": "6402996", "identity_basis": "source_id", "identity_status": "source_identified", "name": "PAULINE STEIN", "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": 3.505, "graded": 293, "counts": [ 158, 53, 45, 15, 16, 5, 1 ], "sections": 5 }, "instructor_url": "/instructors/PAULINE_STEIN" }, { "instructor_uid": "instructor_6deb024563e2af21bee5882b", "source": "madgrades", "source_instructor_id": "6553641", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MANZUR MASWOOD", "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": 3.795, "graded": 224, "counts": [ 173, 31, 14, 1, 2, 1, 2 ], "sections": 4 }, "instructor_url": "/instructors/MANZUR_MASWOOD--instructor_6deb024563e2af21bee5882b" }, { "instructor_uid": "instructor_4acdf2ef4e17c20381e2c9ae", "source": "madgrades", "source_instructor_id": "6542986", "identity_basis": "source_id", "identity_status": "source_identified", "name": "SHA LUO", "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": 3.506, "graded": 796, "counts": [ 465, 155, 50, 52, 46, 16, 12 ], "sections": 6 }, "instructor_url": "/instructors/SHA_LUO--instructor_4acdf2ef4e17c20381e2c9ae" }, { "instructor_uid": "instructor_624a8c2549ee2d04057ad18e", "source": "madgrades", "source_instructor_id": "5027904", "identity_basis": "source_id", "identity_status": "source_identified", "name": "KAIPING CHEN", "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": 3, "quality": 3.67, "difficulty": 2.33, "quality_count": 3, "difficulty_count": 3, "profile_id": "rmp:2697891", "source_url": "https://www.ratemyprofessors.com/professor/2697891", "match_basis": "exact_name", "observed_at": "2026-09-07 16:27:47.830016+00:00", "courses": { "course_887d019bdf21ec7676231bc8": { "review_count": 2, "quality": 4, "difficulty": 2.5, "quality_count": 2, "difficulty_count": 2 }, "course_270e5bf9ade902304083d7c9": { "review_count": 1, "quality": 3, "difficulty": 2, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.6610311161274747, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.658, "graded": 857, "counts": [ 553, 142, 101, 26, 26, 6, 3 ], "sections": 26 }, "instructor_url": "/instructors/KAIPING_CHEN--instructor_624a8c2549ee2d04057ad18e" }, { "instructor_uid": "instructor_00c5b3a4014e087754fad5ab", "source": "enrollment", "source_instructor_id": "tpnewman", "identity_basis": "netid", "identity_status": "source_identified", "name": "Todd Newman", "email": "TPNEWMAN@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/TODD_NEWMAN" }, { "instructor_uid": "instructor_10c0d12b980316361f6f633b", "source": "enrollment", "source_instructor_id": "cdnjoku", "identity_basis": "netid", "identity_status": "source_identified", "name": "Chioma Njoku", "email": "CDNJOKU@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/CHIOMA_NJOKU" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LSC 270", "course_uid": "course_fa3fb735db7e71b2886d4b4f", "term_id": "1122", "term_name": "Fall 2011", "instructors": [ "KRISTIN RUNGE" ], "a": 16, "ab": 1, "b": 1, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 18, "source_aliases": [ "LSC 270" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LSC 270", "course_uid": "course_fa3fb735db7e71b2886d4b4f", "term_id": "1124", "term_name": "Spring 2012", "instructors": [ "KRISTIN RUNGE" ], "a": 10, "ab": 5, "b": 4, "bc": 1, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 20, "source_aliases": [ "LSC 270" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LSC 270", "course_uid": "course_fa3fb735db7e71b2886d4b4f", "term_id": "1132", "term_name": "Fall 2012", "instructors": [ "Sarah Botham" ], "a": 16, "ab": 4, "b": 1, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 21, "source_aliases": [ "LSC 270" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LSC 270", "course_uid": "course_fa3fb735db7e71b2886d4b4f", "term_id": "1142", "term_name": "Fall 2013", "instructors": [ "Sarah Botham" ], "a": 3, "ab": 13, "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": 18, "source_aliases": [ "LSC 270" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LSC 270", "course_uid": "course_fa3fb735db7e71b2886d4b4f", "term_id": "1152", "term_name": "Fall 2014", "instructors": [ "KRISTIN RUNGE" ], "a": 30, "ab": 7, "b": 9, "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": 46, "source_aliases": [ "LSC 270" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LSC 270", "course_uid": "course_fa3fb735db7e71b2886d4b4f", "term_id": "1154", "term_name": "Spring 2015", "instructors": [ "KRISTIN RUNGE" ], "a": 35, "ab": 8, "b": 6, "bc": 0, "c": 1, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 0, "other": 0, "total": 51, "source_aliases": [ "LSC 270" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LSC 270", "course_uid": "course_fa3fb735db7e71b2886d4b4f", "term_id": "1162", "term_name": "Fall 2015", "instructors": [ "APRIL EICHMEIER" ], "a": 19, "ab": 18, "b": 3, "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": 41, "source_aliases": [ "LSC 270" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LSC 270", "course_uid": "course_fa3fb735db7e71b2886d4b4f", "term_id": "1164", "term_name": "Spring 2016", "instructors": [ "APRIL EICHMEIER" ], "a": 32, "ab": 9, "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": 44, "source_aliases": [ "LSC 270" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LSC 270", "course_uid": "course_fa3fb735db7e71b2886d4b4f", "term_id": "1172", "term_name": "Fall 2016", "instructors": [ "APRIL EICHMEIER", "JADY CARMICHAEL" ], "a": 16, "ab": 18, "b": 11, "bc": 1, "c": 2, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 48, "source_aliases": [ "LSC 270" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LSC 270", "course_uid": "course_fa3fb735db7e71b2886d4b4f", "term_id": "1174", "term_name": "Spring 2017", "instructors": [ "APRIL EICHMEIER", "JADY CARMICHAEL" ], "a": 21, "ab": 5, "b": 8, "bc": 2, "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": 36, "source_aliases": [ "LSC 270" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LSC 270", "course_uid": "course_fa3fb735db7e71b2886d4b4f", "term_id": "1182", "term_name": "Fall 2017", "instructors": [ "JENNE MEYER", "JENNIFER CHUNG" ], "a": 21, "ab": 8, "b": 6, "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": 36, "source_aliases": [ "LSC 270" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LSC 270", "course_uid": "course_fa3fb735db7e71b2886d4b4f", "term_id": "1184", "term_name": "Spring 2018", "instructors": [ "JENNE MEYER", "JENNIFER CHUNG" ], "a": 31, "ab": 3, "b": 2, "bc": 1, "c": 0, "d": 2, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 39, "source_aliases": [ "LSC 270" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LSC 270", "course_uid": "course_fa3fb735db7e71b2886d4b4f", "term_id": "1192", "term_name": "Fall 2018", "instructors": [ "JENNIFER CHUNG", "Todd Newman" ], "a": 19, "ab": 7, "b": 6, "bc": 1, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 33, "source_aliases": [ "LSC 270" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LSC 270", "course_uid": "course_fa3fb735db7e71b2886d4b4f", "term_id": "1194", "term_name": "Spring 2019", "instructors": [ "BRENNA WIESNER", "Todd Newman" ], "a": 18, "ab": 3, "b": 2, "bc": 2, "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": 25, "source_aliases": [ "LSC 270" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LSC 270", "course_uid": "course_fa3fb735db7e71b2886d4b4f", "term_id": "1202", "term_name": "Fall 2019", "instructors": [ "ANQI SHAO", "Todd Newman" ], "a": 25, "ab": 4, "b": 4, "bc": 3, "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": 39, "source_aliases": [ "LSC 270" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LSC 270", "course_uid": "course_fa3fb735db7e71b2886d4b4f", "term_id": "1204", "term_name": "Spring 2020", "instructors": [ "ASHLEY CATE", "Todd Newman" ], "a": 19, "ab": 3, "b": 0, "bc": 0, "c": 1, "d": 0, "f": 0, "satisfactory": 1, "unsatisfactory": 1, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 25, "source_aliases": [ "LSC 270" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LSC 270", "course_uid": "course_fa3fb735db7e71b2886d4b4f", "term_id": "1212", "term_name": "Fall 2020", "instructors": [ "ANQI SHAO", "Todd Newman" ], "a": 61, "ab": 5, "b": 4, "bc": 1, "c": 2, "d": 1, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 74, "source_aliases": [ "LSC 270" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LSC 270", "course_uid": "course_fa3fb735db7e71b2886d4b4f", "term_id": "1222", "term_name": "Fall 2021", "instructors": [ "THOMAS JILK", "Todd Newman" ], "a": 48, "ab": 18, "b": 9, "bc": 0, "c": 2, "d": 1, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 78, "source_aliases": [ "LSC 270" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LSC 270", "course_uid": "course_fa3fb735db7e71b2886d4b4f", "term_id": "1232", "term_name": "Fall 2022", "instructors": [ "Catherine Gallagher", "Todd Newman" ], "a": 62, "ab": 11, "b": 4, "bc": 0, "c": 2, "d": 2, "f": 2, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 83, "source_aliases": [ "LSC 270" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LSC 270", "course_uid": "course_fa3fb735db7e71b2886d4b4f", "term_id": "1242", "term_name": "Fall 2023", "instructors": [ "PAULINE STEIN", "Todd Newman" ], "a": 73, "ab": 6, "b": 3, "bc": 0, "c": 2, "d": 1, "f": 1, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 3, "not_reported": 0, "other": 0, "total": 90, "source_aliases": [ "LSC 270" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LSC 270", "course_uid": "course_fa3fb735db7e71b2886d4b4f", "term_id": "1252", "term_name": "Fall 2024", "instructors": [ "Manzur Maswood", "Todd Newman" ], "a": 58, "ab": 7, "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": 68, "source_aliases": [ "LSC 270" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LSC 270", "course_uid": "course_fa3fb735db7e71b2886d4b4f", "term_id": "1262", "term_name": "Fall 2025", "instructors": [ "Kaiping Chen", "SHA LUO" ], "a": 46, "ab": 19, "b": 5, "bc": 0, "c": 0, "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": 71, "source_aliases": [ "LSC 270" ] } ] ``` ### statistics #### gpa 3.723 #### graded 997 #### counts * 679 * 182 * 95 * 12 * 18 * 8 * 3 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_fa3fb735db7e71b2886d4b4f-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_fa3fb735db7e71b2886d4b4f-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_fa3fb735db7e71b2886d4b4f-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_fa3fb735db7e71b2886d4b4f-0.json) #### meetings * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_fa3fb735db7e71b2886d4b4f-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_fa3fb735db7e71b2886d4b4f-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_fa3fb735db7e71b2886d4b4f-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_fa3fb735db7e71b2886d4b4f-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.7231695085255767 #### count 997 #### university ##### size 4902 ##### gpa Percentile 50 ##### count Percentile 87 ##### median Count 181 ##### 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 | 11 | false | | 2.8–3.2 | 348 | false | | 3.2–3.6 | 1377 | false | | 3.6–4.0 | 3165 | true | #### departments ```json [ { "subject": "LSC", "comparison": { "size": 28, "gpaPercentile": 48, "countPercentile": 89, "medianCount": 353, "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": 25, "current": true } ] } } ] ``` ### terms #### 1122 ##### term 1122 ##### gpa 3.9166666666666665 ##### count 18 ##### departments | subject | comparison | | ------- | ---------- | | LSC | | #### 1124 ##### term 1124 ##### gpa 3.6 ##### count 20 ##### departments | subject | comparison | | ------- | ---------- | | LSC | | #### 1132 ##### term 1132 ##### gpa 3.857142857142857 ##### count 21 ##### departments | subject | comparison | | ------- | ---------- | | LSC | | #### 1142 ##### term 1142 ##### gpa 3.4722222222222223 ##### count 18 ##### departments | subject | comparison | | ------- | ---------- | | LSC | | #### 1152 ##### term 1152 ##### gpa 3.7282608695652173 ##### count 46 ##### university ###### size 918 ###### gpa Percentile 79 ###### count Percentile 30 ###### median Count 65 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 33 | false | | 2.8–3.2 | 227 | false | | 3.2–3.6 | 371 | false | | 3.6–4.0 | 286 | true | ##### departments | subject | comparison | | ------- | ---------- | | LSC | | #### 1154 ##### term 1154 ##### gpa 3.76 ##### count 50 ##### university ###### size 935 ###### gpa Percentile 77 ###### count Percentile 36 ###### 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 | false | | 3.6–4.0 | 334 | true | ##### departments | subject | comparison | | ------- | ---------- | | LSC | | #### 1162 ##### term 1162 ##### gpa 3.658536585365854 ##### count 41 ##### university ###### size 954 ###### gpa Percentile 69 ###### count Percentile 22 ###### median Count 64.5 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 2 | false | | 2.4–2.8 | 23 | false | | 2.8–3.2 | 234 | false | | 3.2–3.6 | 350 | false | | 3.6–4.0 | 345 | true | ##### departments | subject | comparison | | ------- | ---------- | | LSC | | #### 1164 ##### term 1164 ##### gpa 3.8295454545454546 ##### count 44 ##### university ###### size 965 ###### gpa Percentile 80 ###### count Percentile 27 ###### 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 | false | | 3.6–4.0 | 390 | true | ##### departments | subject | comparison | | ------- | ---------- | | LSC | | #### 1172 ##### term 1172 ##### gpa 3.46875 ##### count 48 ##### university ###### size 991 ###### gpa Percentile 48 ###### count Percentile 32 ###### 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 | 0 | false | | 2.4–2.8 | 22 | false | | 2.8–3.2 | 226 | false | | 3.2–3.6 | 353 | true | | 3.6–4.0 | 390 | false | ##### departments | subject | comparison | | ------- | ---------- | | LSC | | #### 1174 ##### term 1174 ##### gpa 3.625 ##### count 36 ##### university ###### size 955 ###### gpa Percentile 63 ###### count Percentile 11 ###### 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 | | #### 1182 ##### term 1182 ##### gpa 3.6666666666666665 ##### count 36 ##### university ###### size 1025 ###### gpa Percentile 66 ###### count Percentile 10 ###### median Count 69 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 21 | false | | 2.8–3.2 | 216 | false | | 3.2–3.6 | 369 | false | | 3.6–4.0 | 418 | true | ##### departments | subject | comparison | | ------- | ---------- | | LSC | | #### 1184 ##### term 1184 ##### gpa 3.717948717948718 ##### count 39 ##### university ###### size 1010 ###### gpa Percentile 70 ###### count Percentile 18 ###### 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 | | #### 1192 ##### term 1192 ##### gpa 3.6666666666666665 ##### count 33 ##### university ###### size 1077 ###### gpa Percentile 63 ###### count Percentile 6 ###### 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 | subject | comparison | | ------- | ---------- | | LSC | | #### 1194 ##### term 1194 ##### gpa 3.74 ##### count 25 ##### departments | subject | comparison | | ------- | ---------- | | LSC | | #### 1202 ##### term 1202 ##### gpa 3.576923076923077 ##### count 39 ##### university ###### size 1102 ###### gpa Percentile 53 ###### count Percentile 18 ###### 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 | true | | 3.6–4.0 | 498 | false | ##### departments | subject | comparison | | ------- | ---------- | | LSC | | #### 1204 ##### term 1204 ##### gpa 3.847826086956522 ##### count 23 ##### departments | subject | comparison | | ------- | ---------- | | LSC | | #### 1212 ##### term 1212 ##### gpa 3.7972972972972974 ##### count 74 ##### university ###### size 1111 ###### gpa Percentile 68 ###### count Percentile 52 ###### median Count 68 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 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 3.6794871794871793 ##### count 78 ##### university ###### size 1157 ###### gpa Percentile 55 ###### count Percentile 56 ###### 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 3.6686746987951806 ##### count 83 ##### university ###### size 1216 ###### gpa Percentile 54 ###### count Percentile 58 ###### 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 3.802325581395349 ##### count 86 ##### university ###### size 1295 ###### gpa Percentile 68 ###### count Percentile 60 ###### 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": 40, "countPercentile": 60, "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 3.9044117647058822 ##### count 68 ##### university ###### size 1333 ###### gpa Percentile 81 ###### count Percentile 48 ###### 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 3.7535211267605635 ##### count 71 ##### university ###### size 1320 ###### gpa Percentile 57 ###### count Percentile 50 ###### 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": "LSC", "comparison": { "size": 11, "gpaPercentile": 20, "countPercentile": 60, "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": false }, { "range": "3.6–4.0", "count": 9, "current": true } ] } } ] ``` ### benchmarks #### all ##### school ###### size 4902 ###### gpa 3.6659193941888684 ###### top Share 82.21303566703769 ###### count 181 ##### LSC ###### size 28 ###### gpa 3.7413233273330486 ###### top Share 87.39990917078364 ###### count 353 #### terms ##### 1122 ###### school ###### size 804 ###### gpa 3.3737149752667013 ###### top Share 63.65118790117902 ###### count 70 ##### 1124 ###### school ###### size 821 ###### gpa 3.406589342026613 ###### top Share 66.35774230127205 ###### count 67 ##### 1132 ###### school ###### size 851 ###### gpa 3.391128778809763 ###### top Share 64.69509437122704 ###### count 66 ##### 1142 ###### school ###### size 853 ###### gpa 3.3941849959684913 ###### top Share 65.28450334228523 ###### count 67 ##### 1152 ###### school ###### size 918 ###### gpa 3.408733538594633 ###### top Share 66.06693005846735 ###### count 65 ##### 1154 ###### school ###### size 935 ###### gpa 3.4282378385810093 ###### top Share 67.66674668721691 ###### count 63 ##### 1162 ###### school ###### size 954 ###### gpa 3.43726781345039 ###### top Share 68.05645304987395 ###### count 64.5 ##### 1164 ###### school ###### size 965 ###### gpa 3.46491230798535 ###### top Share 69.92376287143657 ###### count 68 ##### 1172 ###### school ###### size 991 ###### gpa 3.465129042641772 ###### top Share 69.42600667567366 ###### count 67 ##### 1174 ###### school ###### size 955 ###### gpa 3.4597947384071412 ###### top Share 69.5290038366363 ###### count 69 ##### 1182 ###### school ###### size 1025 ###### gpa 3.474159360325319 ###### top Share 70.34861441764347 ###### count 69 ##### 1184 ###### school ###### size 1010 ###### gpa 3.47925290354517 ###### top Share 70.86270937115944 ###### count 68 ##### 1192 ###### school ###### size 1077 ###### gpa 3.50327634323125 ###### top Share 72.44641925727845 ###### count 67 ##### 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 ##### 1204 ###### school ###### size 1012 ###### gpa 3.703747431523761 ###### top Share 84.59811226304916 ###### count 65.5 ##### 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_ef74fd8510864538b50c8397", "name": "TODD NEWMAN", "count": 509, "terms": [ { "term": "1192", "count": 33, "sections": 1, "gpa": 3.6666666666666665 }, { "term": "1194", "count": 25, "sections": 1, "gpa": 3.74 }, { "term": "1202", "count": 39, "sections": 1, "gpa": 3.576923076923077 }, { "term": "1204", "count": 23, "sections": 1, "gpa": 3.847826086956522 }, { "term": "1212", "count": 74, "sections": 1, "gpa": 3.7972972972972974 }, { "term": "1222", "count": 78, "sections": 1, "gpa": 3.6794871794871793 }, { "term": "1232", "count": 83, "sections": 1, "gpa": 3.6686746987951806 }, { "term": "1242", "count": 86, "sections": 1, "gpa": 3.802325581395349 }, { "term": "1252", "count": 68, "sections": 1, "gpa": 3.9044117647058822 } ] }, { "uid": "instructor_a4be26f79c845168095d5be3", "name": "APRIL EICHMEIER", "count": 169, "terms": [ { "term": "1162", "count": 41, "sections": 1, "gpa": 3.658536585365854 }, { "term": "1164", "count": 44, "sections": 1, "gpa": 3.8295454545454546 }, { "term": "1172", "count": 48, "sections": 1, "gpa": 3.46875 }, { "term": "1174", "count": 36, "sections": 1, "gpa": 3.625 } ] }, { "uid": "instructor_7b7ee1393f634263ba365ce5", "name": "KRISTIN RUNGE", "count": 134, "terms": [ { "term": "1122", "count": 18, "sections": 1, "gpa": 3.9166666666666665 }, { "term": "1124", "count": 20, "sections": 1, "gpa": 3.6 }, { "term": "1152", "count": 46, "sections": 1, "gpa": 3.7282608695652173 }, { "term": "1154", "count": 50, "sections": 1, "gpa": 3.76 } ] }, { "uid": "instructor_377b9265d207734998a6d543", "name": "ANQI SHAO", "count": 113, "terms": [ { "term": "1202", "count": 39, "sections": 1, "gpa": 3.576923076923077 }, { "term": "1212", "count": 74, "sections": 1, "gpa": 3.7972972972972974 } ] }, { "uid": "instructor_e2e43a4e76336111a66ae8ed", "name": "JENNIFER CHUNG", "count": 108, "terms": [ { "term": "1182", "count": 36, "sections": 1, "gpa": 3.6666666666666665 }, { "term": "1184", "count": 39, "sections": 1, "gpa": 3.717948717948718 }, { "term": "1192", "count": 33, "sections": 1, "gpa": 3.6666666666666665 } ] }, { "uid": "instructor_68f2d5a9dfb2a0db4c708a8f", "name": "PAULINE STEIN", "count": 86, "terms": [ { "term": "1242", "count": 86, "sections": 1, "gpa": 3.802325581395349 } ] }, { "uid": "instructor_ace48dfea71224576349753c", "name": "JADY CARMICHAEL", "count": 84, "terms": [ { "term": "1172", "count": 48, "sections": 1, "gpa": 3.46875 }, { "term": "1174", "count": 36, "sections": 1, "gpa": 3.625 } ] }, { "uid": "instructor_543c5fed4275d645e6dca327", "name": "KATHERINE GALLAGHER", "count": 83, "terms": [ { "term": "1232", "count": 83, "sections": 1, "gpa": 3.6686746987951806 } ] }, { "uid": "instructor_44784a4ebfdfe59fb0283aeb", "name": "THOMAS JILK", "count": 78, "terms": [ { "term": "1222", "count": 78, "sections": 1, "gpa": 3.6794871794871793 } ] }, { "uid": "instructor_505037bf96d8b69b7891d6d0", "name": "JENNE MEYER", "count": 75, "terms": [ { "term": "1182", "count": 36, "sections": 1, "gpa": 3.6666666666666665 }, { "term": "1184", "count": 39, "sections": 1, "gpa": 3.717948717948718 } ] }, { "uid": "instructor_4acdf2ef4e17c20381e2c9ae", "name": "SHA LUO", "count": 71, "terms": [ { "term": "1262", "count": 71, "sections": 1, "gpa": 3.7535211267605635 } ] }, { "uid": "instructor_624a8c2549ee2d04057ad18e", "name": "KAIPING CHEN", "count": 71, "terms": [ { "term": "1262", "count": 71, "sections": 1, "gpa": 3.7535211267605635 } ] }, { "uid": "instructor_6deb024563e2af21bee5882b", "name": "MANZUR MASWOOD", "count": 68, "terms": [ { "term": "1252", "count": 68, "sections": 1, "gpa": 3.9044117647058822 } ] }, { "uid": "instructor_28ef55b603db4b50cf79b45e", "name": "SARAH BOTHAM", "count": 39, "terms": [ { "term": "1132", "count": 21, "sections": 1, "gpa": 3.857142857142857 }, { "term": "1142", "count": 18, "sections": 1, "gpa": 3.4722222222222223 } ] }, { "uid": "instructor_c3970ea0eef9a02356ae0824", "name": "BRENNA WIESNER", "count": 25, "terms": [ { "term": "1194", "count": 25, "sections": 1, "gpa": 3.74 } ] }, { "uid": "instructor_f75e04cd9b9af0224d8a9bd1", "name": "ASHLEY CATE", "count": 23, "terms": [ { "term": "1204", "count": 23, "sections": 1, "gpa": 3.847826086956522 } ] } ] ``` ## following | code | title | | ------- | ------------------------------- | | LSC 435 | BRAND STRATEGY FOR THE SCIENCES | ## projection ### target 1272 ### interval #### lower 3.59 #### upper 3.97 #### coverage 80 #### terms 6 ### gpa 3.7767784106138067 ### grades | grade | percentage | | ----- | ------------------ | | A | 74.6077894116034 | | AB | 16.569140777600218 | | B | 5.948907410471039 | | BC | 0 | | C | 1.1221928376483528 | | D | 1.16358278665642 | | F | 0.588386776020545 | ### source Terms * 1262 * 1252 * 1242 * 1232 * 1222 ### source Count 386 ### same Season true ### historical Range * 3.6686746987951806 * 3.9044117647058822 ### backtest #### terms 6 #### gpa Error 0.07238259963679335 #### mix Error 14.59290587638917