# Lea Gustin — Courses & Reviews | UW–Madison [View on UW Courses](https://uwcourses.com/instructors/LEA_GUSTIN) ## 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 | ## instructor ### instructor uid instructor\_fd787a24a7ecd7fbff1e4d06 ### source enrollment ### source instructor id lsgustin ### identity basis netid ### identity status source\_identified ### name Lea Gustin ### email LSGUSTIN\@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 67 #### quality 4.43 #### difficulty 3.72 #### quality count 67 #### difficulty count 67 #### profile id rmp:2478186 #### source url #### match basis exact\_name #### observed at 2026-09-07 16:23:49.676950+00:00 #### courses ##### course c6c64d7584708e58ca90e23d ###### review count 31 ###### quality 4.45 ###### difficulty 3.61 ###### quality count 31 ###### difficulty count 31 ##### course 1892a0df3dfd0788ad8a857d ###### review count 36 ###### quality 4.42 ###### difficulty 3.81 ###### quality count 36 ###### difficulty count 36 #### bayesian quality 4.252916272079677 #### prior mean 3.6596857835465957 #### prior weight 20 ### current true ### courses | course\_uid | course\_id | title | credits\_min | credits\_max | gpa | | -------------------------------- | ---------- | ------------------- | ------------ | ------------ | ----- | | course\_c6c64d7584708e58ca90e23d | CHEM 103 | GENERAL CHEMISTRY I | 4 | 4 | 2.978 | ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ### instructor url /instructors/LEA\_GUSTIN ## history | term | course\_uid | course\_id | title | | ---- | -------------------------------- | ---------- | ------------------- | | 1272 | course\_c6c64d7584708e58ca90e23d | CHEM 103 | GENERAL CHEMISTRY I | ## timeline | term | courses | | ---- | ------- | | 1272 | 1 | ## term 1272 ## courses ```json [ { "course_uid": "course_c6c64d7584708e58ca90e23d", "course_id": "CHEM 103", "title": "GENERAL CHEMISTRY I", "credits_min": 4, "credits_max": 4, "gpa": 2.978, "badges": [ { "id": "rated-teacher", "label": "Highly rated instructor", "tone": "positive", "evidence": "Fall 2026: Paul Hooker (4.66/5 adjusted; 107 ratings); Thomas Brunold (4.53/5 adjusted; 202 ratings); Lea Gustin (4.25/5 adjusted; 67 ratings). At least one assigned instructor qualifies. This describes instructor reviews across courses, not a course rating.", "sources": [ { "label": "Paul Hooker", "href": "/instructors/PAUL_HOOKER" }, { "label": "Thomas Brunold", "href": "/instructors/THOMAS_BRUNOLD" }, { "label": "Lea Gustin", "href": "/instructors/LEA_GUSTIN" } ] }, { "id": "grade-outcomes", "label": "Lower grades", "tone": "negative", "evidence": "Spring 2026 · latest released grades before Fall 2026: 3.01 GPA across 761 letter grades, versus 3.62 for UW–Madison (1283 courses). Requires a difference of at least 0.20 and 30 letter grades. Historical outcomes, not predicted difficulty.", "sources": [ { "label": "Grade history and sources", "href": "/courses/CHEM_103#grades" } ] }, { "id": "lecture-size", "label": "Large lectures", "tone": "neutral", "evidence": "Fall 2026: median 359 enrolled students across 7 recorded lecture sections. Small means 30 or fewer; large means 100 or more. Enrollment at scan time, not capacity or typical historical attendance.", "sources": [ { "label": "Sections and enrollment", "href": "/courses/CHEM_103#schedule" } ] } ], "description": "General Chemistry I covers stoichiometry, states of matter, thermochemistry, atomic structure, and bonding.", "discovery": { "term": "1272", "offered": true, "history": { "counts": [ 3073, 1843, 3166, 1492, 1770, 675, 142 ], "count": 12161, "gpa": 2.9755365512704546, "topShare": 40.424307211578, "firstTerm": "1224", "lastTerm": "1264" }, "instructors": [ { "course_uid": "course_c6c64d7584708e58ca90e23d", "uid": "instructor_e70982867b62cbc0dc908153", "name": "Paul Hooker", "quality": 4.662548942290802, "quality_count": 107, "instructor_url": "/instructors/PAUL_HOOKER" }, { "course_uid": "course_c6c64d7584708e58ca90e23d", "uid": "instructor_8bb71eb0493368ffce3e0971", "name": "Thomas Brunold", "quality": 4.533485205724919, "quality_count": 202, "instructor_url": "/instructors/THOMAS_BRUNOLD" }, { 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Reviewers emphasize that her support, particularly through office hours, is valuable for navigating the course's difficult exams and substantial workload. One review expresses dissatisfaction, contrasting with the generally positive sentiment regarding her teaching style and empathy." }, "reviewFiles": [ "/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_c6c64d7584708e58ca90e23d-0.json" ] } } ] ``` ## reviews ### items ```json [ { "observed_at": "2026-09-07 16:23:49.676950+00:00", "run_id": "20260907T155543-ce3781c4", "source_review_id": "UmF0aW5nLTQzMDQ3MjUy", "source_instructor_id": "rmp:2478186", "instructor_name": "Lea Gustin", "course_label": "CHEM103", "course_id": "CHEM 103", "course_uid": "course_c6c64d7584708e58ca90e23d", "review_date": "2026-05-06 17:39:44 +0000 UTC", "comment": "I had Dr.Gustin for Chem 108. She's a super sweet, funny, and passionate lecturer. She does a really good job of explaining topics in a concise manner. The quizzes and exams were a bit difficult but you're provided with plenty of practice material. She's also super understanding. Overall, loved her class and glad she was my professor. ", "source_url": "https://www.ratemyprofessors.com/professor/2478186", "quality_rating": 5, "difficulty_rating": 4 }, { "observed_at": "2026-09-07 16:23:49.676950+00:00", "run_id": "20260907T155543-ce3781c4", "source_review_id": "UmF0aW5nLTQyODk2Mzc5", "source_instructor_id": "rmp:2478186", "instructor_name": "Lea Gustin", "course_label": "CHEM103", "course_id": "CHEM 103", "course_uid": "course_c6c64d7584708e58ca90e23d", "review_date": "2026-04-22 03:51:03 +0000 UTC", "comment": "She's so good at relating the material to real life and making lectures interesting and understandable. I really felt like I was able to follow along. I advise against skipping lecture because it's really easy to fall behind, and it can feel impossible to catch up. She records her lectures and is always willing to meet 1 on 1 if you fall behind. ", "source_url": "https://www.ratemyprofessors.com/professor/2478186", "quality_rating": 5, "difficulty_rating": 4 }, { "observed_at": "2026-09-07 16:23:49.676950+00:00", "run_id": "20260907T155543-ce3781c4", "source_review_id": "UmF0aW5nLTQxMjc3NDIx", "source_instructor_id": "rmp:2478186", "instructor_name": "Lea Gustin", "course_label": "CHEM103", "course_id": "CHEM 103", "course_uid": "course_c6c64d7584708e58ca90e23d", "review_date": "2025-05-14 05:40:52 +0000 UTC", "comment": "I truly loved Dr. G! She was engaging, funny, and explained concepts perfectly. She went at a great pace for gen chem and was an accessible learner. As evidence: she recorded every lecture but the room was almost always PACKED with students in person. I appreciated how she got students involved (even w/ 500+ people) and was incredibly approachable.", "source_url": "https://www.ratemyprofessors.com/professor/2478186", "quality_rating": 5, "difficulty_rating": 1 }, { "observed_at": "2026-09-07 16:23:49.676950+00:00", "run_id": "20260907T155543-ce3781c4", "source_review_id": "UmF0aW5nLTQxMTMwNzk5", "source_instructor_id": "rmp:2478186", "instructor_name": "Lea Gustin", "course_label": "CHEM103", "course_id": "CHEM 103", "course_uid": "course_c6c64d7584708e58ca90e23d", "review_date": "2025-05-02 04:45:06 +0000 UTC", "comment": "Took this class over a year ago and Dr G still says hi & talks to me when she sees me around. Lectures are entertaining and she's very caring. Very accessible outside of class & willing to work with you as much as you need. Exams can be tough but if you put in the effort you should be fine. Big curve at the end. One of the chem best profs I've had.", "source_url": "https://www.ratemyprofessors.com/professor/2478186", "quality_rating": 5, "difficulty_rating": 3 }, { "observed_at": "2026-09-07 16:23:49.676950+00:00", "run_id": "20260907T155543-ce3781c4", "source_review_id": "UmF0aW5nLTQxMTE0MTYz", "source_instructor_id": "rmp:2478186", "instructor_name": "Lea Gustin", "course_label": "CHEM103", "course_id": "CHEM 103", "course_uid": "course_c6c64d7584708e58ca90e23d", "review_date": "2025-05-01 05:10:23 +0000 UTC", "comment": "CHEM 108: Professor Gustin is the best. She is so sweet and I love her lectures. She makes a difficult course easier just because she is the best (I'm not saying this class is easy tho). She even says bless you when someone sneezes lol. Take any chem course with her, it's worth it!", "source_url": "https://www.ratemyprofessors.com/professor/2478186", "quality_rating": 5, "difficulty_rating": 3 }, { "observed_at": "2026-09-07 16:23:49.676950+00:00", "run_id": "20260907T155543-ce3781c4", "source_review_id": "UmF0aW5nLTQwODg1MDM1", "source_instructor_id": "rmp:2478186", "instructor_name": "Lea Gustin", "course_label": "CHEM103", "course_id": "CHEM 103", "course_uid": "course_c6c64d7584708e58ca90e23d", "review_date": "2025-04-07 17:23:05 +0000 UTC", "comment": "FOR CHEM 108,\nIt is appalling how the class exams don't reflect the practice exams or even the discussion materials. Get ready to study the pop quizzes, your tri-weekly preclasses, your labs, your homework, your discussion homework, and the practice exams. You'll still do bad. Also, she makes typos on stuff and refuses to correct it.", "source_url": "https://www.ratemyprofessors.com/professor/2478186", "quality_rating": 1, "difficulty_rating": 4 } ] ``` ### total 67 ### page 1 ### courses | course\_uid | course\_id | | -------------------------------- | ---------- | | course\_c6c64d7584708e58ca90e23d | CHEM 103 | | course\_1892a0df3dfd0788ad8a857d | CHEM 104 | ### matched true ## social Image true