# CHEM 101: General Chemistry I Laboratory | UW–Madison [View on UW Courses](https://uwcourses.com/courses/CHEM_101) ## 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 b0059fd606eea63ba771190d1502123baf82501c424e62b6757f6cabf4bb6045 ### course id CHEM 101 ### course uid course\_92cf3f6cb9cde9c7af2db608 ### catalog version id 39e0e347c406b62f68f800fe63341b3f8e3ba2fab982c3e7161cf47c2ae44df5 ### course number 101 ### subjects * CHEM ### title GENERAL CHEMISTRY I LABORATORY ### description Stoichiometry and the mole concept, chemical reactions, thermochemistry, electronic structure of atoms, periodic properties, chemical bonding, intermolecular forces, and the behavior of gases, liquids and solids. Equivalent to laboratory-only part ofCHEM 103. Provides a mechanism for awarding credit for experiences with no lecture component. The combination ofCHEM 101andCHEM 105is equivalent toCHEM 103. ### requirements text Consent of instructor ### credits min 1 ### credits max 1 ### credit offering ids * 1272:224:024257 ### llm job id enrich-f516c4d3e82cfe326b4f5f54 ### llm output id adec14f6183d9bbb8d5f36713c4eb8d22c62368ae585fd6c76d172b6601c5205 ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary CHEM 101 is a laboratory course covering general chemistry topics including stoichiometry, bonding, and states of matter. ### llm topics * Stoichiometry and the mole concept * Chemical reactions * Thermochemistry * Electronic structure and periodic properties * Chemical bonding and intermolecular forces * Behavior of gases, liquids and solids ### llm skills * Laboratory techniques and practical chemistry skills ### llm assumed background None recorded. ### llm search phrases * general chemistry lab * CHEM 101 laboratory * stoichiometry lab skills * introductory chemistry lab ### llm requirements status valid ### llm student summary status valid ### llm experience status valid ### catalog variants None recorded. ### student summary #### context hash e6c0b50dde737b8285ad6ac32613c4bbc7f01632a451de9636d9184dcebb4d79 #### course id CHEM 101 #### current instructors ```json [ { "instructor_uid": "instructor_94d6e0ad11d38198827244eb", "message": "No course-specific reviews available", "name": "Elinor Meinhart", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [] }, { "instructor_uid": "instructor_b6e9b41ef0b87a4c59935ead", "message": "No course-specific reviews available", "name": "Gena Dockry", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [] }, { "instructor_uid": "instructor_83f4a1689aa388b716ee1de6", "message": "No course-specific reviews available", "name": "KIMBERLY Melendez-Bonet", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [] }, { "instructor_uid": "instructor_0b84245a734a5c735b1b435d", "message": "No course-specific reviews available", "name": "Linda Zelewski", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:638529", "summary": [] }, { "instructor_uid": "instructor_04d9d2df99db196cf971dca7", "message": "No course-specific reviews available", "name": "Maggie Smith", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [] }, { "instructor_uid": "instructor_2371e7bee1fe8c41222829a2", "message": "No course-specific reviews available", "name": "Mallory Lee", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [] } ] ``` #### difficulty workload Historical reviews of Bassam Shakhashiri: Exams are described as really easy if students complete all practice problems. ```json { "citations": [ { "instructor_name": "Bassam Shakhashiri", "review_date": "2009-12-16 00:09:04 +0000 UTC", "review_id": "9f31acef1e0e89806f643700", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:915450", "source_review_id": "UmF0aW5nLTE2NTY4MDUz", "source_url": "https://www.ratemyprofessors.com/professor/915450", "type": "review" } ] } ``` #### errors None recorded. #### historical context No reviews exist for current instructors Elinor Meinhart, Gena Dockry, Kimberly Melendez-Bonet, Linda Zelewski, Maggie Smith, or Mallory Lee. Historical reviews for Jeanne Hamers and Bassam Shakhashiri provide the only available instructor insights. ```json { "citations": [ { "instructor_name": "Jeanne Hamers", "review_date": "2008-12-11 16:33:12 +0000 UTC", "review_id": "8b77d00f8357a2895333e1ca", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:968436", "source_review_id": "UmF0aW5nLTE1MTY1NzY2", "source_url": "https://www.ratemyprofessors.com/professor/968436", "type": "review" }, { "instructor_name": "Bassam Shakhashiri", "review_date": "2009-12-16 00:09:04 +0000 UTC", "review_id": "9f31acef1e0e89806f643700", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:915450", "source_review_id": "UmF0aW5nLTE2NTY4MDUz", "source_url": "https://www.ratemyprofessors.com/professor/915450", "type": "review" }, { "instructor_name": "Bassam Shakhashiri", "review_date": "2010-02-18 20:36:48 +0000 UTC", "review_id": "ed95bf8ffbd65b6b40c01f9a", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:915450", "source_review_id": "UmF0aW5nLTE2ODE0MDk0", "source_url": "https://www.ratemyprofessors.com/professor/915450", "type": "review" } ] } ``` #### offered true #### profile hash e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1 #### quick take Historical reviews for Bassam Shakhashiri show conflicting views on his teaching quality, with one calling him horrible and unorganized while another praises his passion and straightforward exams. ```json { "citations": [ { "instructor_name": "Bassam Shakhashiri", "review_date": "2009-12-16 00:09:04 +0000 UTC", "review_id": "9f31acef1e0e89806f643700", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:915450", "source_review_id": "UmF0aW5nLTE2NTY4MDUz", "source_url": "https://www.ratemyprofessors.com/professor/915450", "type": "review" }, { "instructor_name": "Bassam Shakhashiri", "review_date": "2010-02-18 20:36:48 +0000 UTC", "review_id": "ed95bf8ffbd65b6b40c01f9a", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:915450", "source_review_id": "UmF0aW5nLTE2ODE0MDk0", "source_url": "https://www.ratemyprofessors.com/professor/915450", "type": "review" } ] } ``` #### student experience Historical reviews of Bassam Shakhashiri: Lectures include demonstrations like explosions, and exams are straightforward with no tricks. ```json { "citations": [ { "instructor_name": "Bassam Shakhashiri", "review_date": "2010-02-18 20:36:48 +0000 UTC", "review_id": "ed95bf8ffbd65b6b40c01f9a", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:915450", "source_review_id": "UmF0aW5nLTE2ODE0MDk0", "source_url": "https://www.ratemyprofessors.com/professor/915450", "type": "review" } ] } ``` #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history LINDA ZELEWSKI is recorded teaching in Fall 2022, Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "CHEM 101", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "a90ebd3e-e516-30ee-9287-c0cd71d647b9", "source_record": { "entity_id": "a90ebd3e-e516-30ee-9287-c0cd71d647b9", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "CHEM 101", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "a90ebd3e-e516-30ee-9287-c0cd71d647b9", "source_record": { "entity_id": "a90ebd3e-e516-30ee-9287-c0cd71d647b9", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "CHEM 101", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "a90ebd3e-e516-30ee-9287-c0cd71d647b9", "source_record": { "entity_id": "a90ebd3e-e516-30ee-9287-c0cd71d647b9", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "CHEM 101", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "a90ebd3e-e516-30ee-9287-c0cd71d647b9", "source_record": { "entity_id": "a90ebd3e-e516-30ee-9287-c0cd71d647b9", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ] } ``` #### term id 1272 #### term name 2026 Fall #### version 2 ### requirements #### nodes ```json [ { "children": [], "condition": "Consent of instructor", "course": null, "evidence": "Consent of instructor", "id": "n0", "kind": "condition" } ] ``` #### notes None recorded. #### root n0 #### status parsed ### instructors ```json [ { "instructor_uid": "instructor_94d6e0ad11d38198827244eb", "source": "enrollment", "source_instructor_id": "meinhart", "identity_basis": "netid", "identity_status": "source_identified", "name": "Elinor Meinhart", "email": "MEINHART@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/ELINOR_MEINHART" }, { "instructor_uid": "instructor_b6e9b41ef0b87a4c59935ead", "source": "enrollment", "source_instructor_id": "gdockry", "identity_basis": "netid", "identity_status": "source_identified", "name": "Gena Dockry", "email": "GDOCKRY@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/GENA_DOCKRY" }, { "instructor_uid": "instructor_83f4a1689aa388b716ee1de6", "source": "enrollment", "source_instructor_id": "melendezbone", "identity_basis": "netid", "identity_status": "source_identified", "name": "KIMBERLY Melendez-Bonet", "email": "MELENDEZBONE@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/KIMBERLY_MELENDEZ-BONET" }, { "instructor_uid": "instructor_0b84245a734a5c735b1b435d", "source": "enrollment", "source_instructor_id": "zelewski", "identity_basis": "netid", "identity_status": "source_identified", "name": "Linda Zelewski", "email": "ZELEWSKI@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": 390, "quality": 2.6, "difficulty": 3.83, "quality_count": 390, "difficulty_count": 390, "profile_id": "rmp:638529", "source_url": "https://www.ratemyprofessors.com/professor/638529", "match_basis": "exact_name", "observed_at": "2026-09-07 16:23:15.970330+00:00", "courses": { "course_c6c64d7584708e58ca90e23d": { "review_count": 167, "quality": 2.66, "difficulty": 3.86, "quality_count": 167, "difficulty_count": 167 }, "course_1892a0df3dfd0788ad8a857d": { "review_count": 118, "quality": 2.73, "difficulty": 3.68, "quality_count": 118, "difficulty_count": 118 }, "course_43bbf42925cfa01efa8f1cbd": { "review_count": 12, "quality": 4.17, "difficulty": 3.75, "quality_count": 12, "difficulty_count": 12 }, "course_a7668536d1e53aaa1b329b21": { "review_count": 2, "quality": 3.5, "difficulty": 4, "quality_count": 2, "difficulty_count": 2 } }, "bayesian_quality": 2.6516919894412974, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/LINDA_ZELEWSKI" }, { "instructor_uid": "instructor_04d9d2df99db196cf971dca7", "source": "enrollment", "source_instructor_id": "smith95", "identity_basis": "netid", "identity_status": "source_identified", "name": "Maggie Smith", "email": "SMITH95@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/MAGGIE_SMITH" }, { "instructor_uid": "instructor_2371e7bee1fe8c41222829a2", "source": "enrollment", "source_instructor_id": "wlee339", "identity_basis": "netid", "identity_status": "source_identified", "name": "Mallory Lee", "email": "WLEE339@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/MALLORY_LEE" } ] ``` ### offerings ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:224:024257", "course_id": "CHEM 101", "course_uid": "course_92cf3f6cb9cde9c7af2db608", "term_id": "1272", "source_course_id": "024257", "source_subject_id": "224", "title": "General Chemistry I Laboratory", "credits_min": 1, "credits_max": 1, "typically_offered": "Fall, Spring, Summer" } ] ``` ### sections ```json [ { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:38002", "term_id": "1272", "source_section_id": "38002", "identity_basis": "class_number", "section_number": "001", "section_type": "LAB", "instruction_mode": "Classroom Instruction", "capacity": 0, "enrolled": 1, "waitlisted": 0, "start_date": "2026-09-02 05:00:00+00:00", "end_date": "2026-12-09 06:00:00+00:00" }, { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:38142", "term_id": "1272", "source_section_id": "38142", "identity_basis": "class_number", "section_number": "002", "section_type": "LAB", "instruction_mode": "Classroom Instruction", "capacity": 0, "enrolled": 1, "waitlisted": 0, "start_date": "2026-09-02 05:00:00+00:00", "end_date": "2026-12-09 06:00:00+00:00" }, { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:38143", "term_id": "1272", "source_section_id": "38143", "identity_basis": "class_number", "section_number": "003", "section_type": "LAB", "instruction_mode": "Classroom Instruction", "capacity": 0, "enrolled": 1, "waitlisted": 0, "start_date": "2026-09-02 05:00:00+00:00", "end_date": "2026-12-09 06:00:00+00:00" }, { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:38144", "term_id": "1272", "source_section_id": "38144", "identity_basis": "class_number", "section_number": "004", "section_type": "LAB", "instruction_mode": "Classroom Instruction", "capacity": 0, "enrolled": 1, "waitlisted": 0, "start_date": "2026-09-02 05:00:00+00:00", "end_date": "2026-12-09 06:00:00+00:00" }, { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:38386", "term_id": "1272", "source_section_id": "38386", "identity_basis": "class_number", "section_number": "005", "section_type": "LAB", "instruction_mode": "Classroom Instruction", "capacity": 0, "enrolled": 1, "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_0686bfa1d8ffab470dcd2cae", "source": "madgrades", "source_instructor_id": "5508951", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ROBERT MILLIKIN", "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": null, "graded": 0, "counts": [ 0, 0, 0, 0, 0, 0, 0 ], "sections": 1 }, "instructor_url": "/instructors/ROBERT_MILLIKIN" }, { "instructor_uid": "instructor_57d125c141671ead47c0b144", "source": "madgrades", "source_instructor_id": "5476559", "identity_basis": "source_id", "identity_status": "source_identified", "name": "PAUL HOOKER", "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": 107, "quality": 4.85, "difficulty": 3.2, "quality_count": 107, "difficulty_count": 107, "profile_id": "rmp:2772049", "source_url": "https://www.ratemyprofessors.com/professor/2772049", "match_basis": "exact_name", "observed_at": "2026-09-07 16:12:27.928154+00:00", "courses": { "course_1892a0df3dfd0788ad8a857d": { "review_count": 32, "quality": 4.94, "difficulty": 3.31, "quality_count": 32, "difficulty_count": 32 }, "course_c6c64d7584708e58ca90e23d": { "review_count": 69, "quality": 4.8, "difficulty": 3.2, "quality_count": 69, "difficulty_count": 69 }, "course_fb3bca2c59f2d3212648955d": { "review_count": 5, "quality": 5, "difficulty": 2.8, "quality_count": 5, "difficulty_count": 5 } }, "bayesian_quality": 4.662548942290802, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 2.962, "graded": 13275, "counts": [ 3326, 1941, 3480, 1547, 2076, 767, 138 ], "sections": 61 }, "instructor_url": "/instructors/PAUL_HOOKER--instructor_57d125c141671ead47c0b144" }, { "instructor_uid": "instructor_6f80d3fecb30a52fb959fc15", "source": "madgrades", "source_instructor_id": "5033630", "identity_basis": "source_id", "identity_status": "source_identified", "name": "BATUL KACHWALA", "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": null, "graded": 0, "counts": [ 0, 0, 0, 0, 0, 0, 0 ], "sections": 1 }, "instructor_url": "/instructors/BATUL_KACHWALA" }, { "instructor_uid": "instructor_7f22acd701bbb3be61412585", "source": "madgrades", "source_instructor_id": "3113069", "identity_basis": "source_id", "identity_status": "source_identified", "name": "LIANA LAMONT", "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": 133, "quality": 3.13, "difficulty": 3.76, "quality_count": 133, "difficulty_count": 133, "profile_id": "rmp:2778423", "source_url": "https://www.ratemyprofessors.com/professor/2778423", "match_basis": "exact_name", "observed_at": "2026-09-07 16:23:26.480024+00:00", "courses": { "course_c6c64d7584708e58ca90e23d": { "review_count": 108, "quality": 3.19, "difficulty": 3.73, "quality_count": 108, "difficulty_count": 108 }, "course_1892a0df3dfd0788ad8a857d": { "review_count": 22, "quality": 2.59, "difficulty": 3.95, "quality_count": 22, "difficulty_count": 22 } }, "bayesian_quality": 3.199239971705437, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 2.992, "graded": 4615, "counts": [ 1226, 662, 1246, 511, 657, 257, 56 ], "sections": 20 }, "instructor_url": "/instructors/LIANA_LAMONT--instructor_7f22acd701bbb3be61412585" }, { "instructor_uid": "instructor_92c414b38bfa0a4a8674692d", "source": "madgrades", "source_instructor_id": "3335320", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JORDAN SCHMIDT", "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": 25, "quality": 4.64, "difficulty": 2.28, "quality_count": 25, "difficulty_count": 25, "profile_id": "rmp:1595120", "source_url": "https://www.ratemyprofessors.com/professor/1595120", "match_basis": "exact_name", "observed_at": "2026-09-07 16:30:32.627031+00:00", "courses": { "course_985c13fd69b6b0b94db23002": { "review_count": 1, "quality": 5, "difficulty": 3, "quality_count": 1, "difficulty_count": 1 }, "course_c6c64d7584708e58ca90e23d": { "review_count": 23, "quality": 4.61, "difficulty": 2.22, "quality_count": 23, "difficulty_count": 23 } }, "bayesian_quality": 4.204304792687376, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.063, "graded": 5363, "counts": [ 1562, 832, 1291, 721, 695, 201, 61 ], "sections": 63 }, "instructor_url": "/instructors/JORDAN_SCHMIDT" }, { "instructor_uid": "instructor_b9d9cad89d8c1a2fe2610450", "source": "madgrades", "source_instructor_id": "5899340", "identity_basis": "source_id", "identity_status": "source_identified", "name": "XINYU LIU", "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": 3.2, "graded": 15, "counts": [ 5, 2, 3, 4, 1, 0, 0 ], "sections": 2 }, "instructor_url": "/instructors/XINYU_LIU--instructor_b9d9cad89d8c1a2fe2610450" }, { "instructor_uid": "instructor_a3ea19578cfc9d6df55c68af", "source": "madgrades", "source_instructor_id": "5101963", "identity_basis": "source_id", "identity_status": "source_identified", "name": "CURTIS GREEN", "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": null, "graded": 0, "counts": [ 0, 0, 0, 0, 0, 0, 0 ], "sections": 1 }, "instructor_url": "/instructors/CURTIS_GREEN" }, { "instructor_uid": "instructor_295901935dfc1c7987082590", "source": "madgrades", "source_instructor_id": "6087080", "identity_basis": "source_id", "identity_status": "source_identified", "name": "SEAN GITTER", "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": 3.212, "graded": 33, "counts": [ 12, 3, 9, 5, 4, 0, 0 ], "sections": 3 }, "instructor_url": "/instructors/SEAN_GITTER" }, { "instructor_uid": "instructor_6a6cd578008065e7929996b9", "source": "madgrades", "source_instructor_id": "6089490", "identity_basis": "source_id", "identity_status": "source_identified", "name": "LOUIS MORRIS", "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": null, "graded": 0, "counts": [ 0, 0, 0, 0, 0, 0, 0 ], "sections": 1 }, "instructor_url": "/instructors/LOUIS_MORRIS--instructor_6a6cd578008065e7929996b9" }, { "instructor_uid": "instructor_0b12267b0782ab52ab50152c", "source": "madgrades", "source_instructor_id": "5509269", "identity_basis": "source_id", "identity_status": "source_identified", "name": "RACHAEL SODEMAN", "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": null, "graded": 0, "counts": [ 0, 0, 0, 0, 0, 0, 0 ], "sections": 1 }, "instructor_url": "/instructors/RACHAEL_SODEMAN" }, { "instructor_uid": "instructor_92d7ddfb4be60c8da3f311f9", "source": "madgrades", "source_instructor_id": "6217985", "identity_basis": "source_id", "identity_status": "source_identified", "name": "CHRISTOPHER DADE", "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": null, "graded": 0, "counts": [ 0, 0, 0, 0, 0, 0, 0 ], "sections": 1 }, "instructor_url": "/instructors/CHRISTOPHER_DADE" }, { "instructor_uid": "instructor_2b01a7e8f1d7069079d34e6e", "source": "madgrades", "source_instructor_id": "4959031", "identity_basis": "source_id", "identity_status": "source_identified", "name": "AMY TATARSKY", "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": null, "graded": 0, "counts": [ 0, 0, 0, 0, 0, 0, 0 ], "sections": 3 }, "instructor_url": "/instructors/AMY_TATARSKY" }, { "instructor_uid": "instructor_7663a043b1bdfe2f801c55a2", "source": "madgrades", "source_instructor_id": "6384019", "identity_basis": "source_id", "identity_status": "source_identified", "name": "RISHIKA TUMULA", "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": null, "graded": 0, "counts": [ 0, 0, 0, 0, 0, 0, 0 ], "sections": 1 }, "instructor_url": "/instructors/RISHIKA_TUMULA" }, { "instructor_uid": "instructor_79f91d33398d975073f303a4", "source": "madgrades", "source_instructor_id": "6367160", "identity_basis": "source_id", "identity_status": "source_identified", "name": "SUBI THAKALI", "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": null, "graded": 0, "counts": [ 0, 0, 0, 0, 0, 0, 0 ], "sections": 1 }, "instructor_url": "/instructors/SUBI_THAKALI" }, { "instructor_uid": "instructor_8d083fcfcbd682b95fdc66c0", "source": "madgrades", "source_instructor_id": "5630304", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ELIZABETH GREENHALGH", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "grade_statistics": { "gpa": 2.876, "graded": 403, "counts": [ 99, 45, 106, 43, 77, 26, 7 ], "sections": 4 }, "instructor_url": "/instructors/ELIZABETH_GREENHALGH" }, { "instructor_uid": "instructor_05a49d3400b7aedb03fd7499", "source": "madgrades", "source_instructor_id": "6460801", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MRIDULA MENON", "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": null, "graded": 0, "counts": [ 0, 0, 0, 0, 0, 0, 0 ], "sections": 1 }, "instructor_url": "/instructors/MRIDULA_MENON" }, { "instructor_uid": "instructor_59ee99c087afbe300e004738", "source": "madgrades", "source_instructor_id": "6338046", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JOHNATHON CURATOLO", "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": null, "graded": 0, "counts": [ 0, 0, 0, 0, 0, 0, 0 ], "sections": 1 }, "instructor_url": "/instructors/JOHNATHON_CURATOLO" }, { "instructor_uid": "instructor_6fcc158d2a4144cfaac8c64d", "source": "madgrades", "source_instructor_id": "4886415", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MICHELLE KILLIAN", "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": 3.978, "graded": 23, "counts": [ 22, 1, 0, 0, 0, 0, 0 ], "sections": 2 }, "instructor_url": "/instructors/MICHELLE_KILLIAN" }, { "instructor_uid": "instructor_7e474f04de6593f871a9e3aa", "source": "madgrades", "source_instructor_id": "6286724", "identity_basis": "source_id", "identity_status": "source_identified", "name": "FAYSAL IBRAHIM", "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": null, "graded": 0, "counts": [ 0, 0, 0, 0, 0, 0, 0 ], "sections": 1 }, "instructor_url": 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}, "course_43bbf42925cfa01efa8f1cbd": { "review_count": 12, "quality": 4.17, "difficulty": 3.75, "quality_count": 12, "difficulty_count": 12 }, "course_a7668536d1e53aaa1b329b21": { "review_count": 2, "quality": 3.5, "difficulty": 4, "quality_count": 2, "difficulty_count": 2 } }, "bayesian_quality": 2.6516919894412974, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 2.951, "graded": 14272, "counts": [ 3569, 1734, 4128, 1541, 2388, 761, 151 ], "sections": 79 }, "instructor_url": "/instructors/LINDA_ZELEWSKI--instructor_a2b1e9643a97eba4a3293a42" }, { "instructor_uid": "instructor_fa716db8b4a5bace9d071720", "source": "madgrades", "source_instructor_id": "3089125", "identity_basis": "source_id", "identity_status": "source_identified", "name": "THOMAS BRUNOLD", "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": 202, "quality": 4.62, "difficulty": 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}, "instructor_url": "/instructors/THOMAS_BRUNOLD--instructor_fa716db8b4a5bace9d071720" }, { "instructor_uid": "instructor_4464f52994edc1a8af31ba18", "source": "madgrades", "source_instructor_id": "6368008", "identity_basis": "source_id", "identity_status": "source_identified", "name": "RYAN HAGMANN", "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": null, "graded": 0, "counts": [ 0, 0, 0, 0, 0, 0, 0 ], "sections": 1 }, "instructor_url": "/instructors/RYAN_HAGMANN--instructor_4464f52994edc1a8af31ba18" }, { "instructor_uid": "instructor_938cff3b73a6e09dd24fc00c", "source": "madgrades", "source_instructor_id": "5854088", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JIA ZHOU", "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": 48, "quality": 3.67, "difficulty": 3.83, "quality_count": 48, "difficulty_count": 48, "profile_id": "rmp:2217883", "source_url": "https://www.ratemyprofessors.com/professor/2217883", "match_basis": "exact_name", "observed_at": "2026-09-07 16:32:36.903352+00:00", "courses": { "course_c6c64d7584708e58ca90e23d": { "review_count": 31, "quality": 4.13, "difficulty": 3.48, "quality_count": 31, "difficulty_count": 31 }, "course_34903ee31ae592cff4822461": { "review_count": 16, "quality": 2.94, "difficulty": 4.44, "quality_count": 16, "difficulty_count": 16 } }, "bayesian_quality": 3.6669664069254693, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 2.89, "graded": 3386, "counts": [ 770, 480, 866, 407, 627, 157, 79 ], "sections": 20 }, "instructor_url": "/instructors/JIA_ZHOU--instructor_938cff3b73a6e09dd24fc00c" }, { "instructor_uid": "instructor_0c359edfa1a63992cad2f611", "source": "madgrades", "source_instructor_id": "6456249", "identity_basis": "source_id", 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"source_identified", "name": "KIMBERLY Melendez-Bonet", "email": "MELENDEZBONE@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/KIMBERLY_MELENDEZ-BONET" }, { "instructor_uid": "instructor_94d6e0ad11d38198827244eb", "source": "enrollment", "source_instructor_id": "meinhart", "identity_basis": "netid", "identity_status": "source_identified", "name": "Elinor Meinhart", "email": "MEINHART@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/ELINOR_MEINHART" }, { "instructor_uid": "instructor_b6e9b41ef0b87a4c59935ead", "source": "enrollment", "source_instructor_id": "gdockry", "identity_basis": "netid", "identity_status": "source_identified", "name": "Gena Dockry", "email": "GDOCKRY@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/GENA_DOCKRY" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "CHEM 101", "course_uid": "course_92cf3f6cb9cde9c7af2db608", "term_id": "1172", "term_name": "Fall 2016", "instructors": [ "Paul Hooker", "ROBERT MILLIKIN" ], "a": 0, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 0, "source_aliases": [ "CHEM 101" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "CHEM 101", "course_uid": "course_92cf3f6cb9cde9c7af2db608", "term_id": "1182", "term_name": "Fall 2017", "instructors": [ "BATUL KACHWALA", "JORDAN SCHMIDT", "Liana Lamont", "XINYU LIU" ], "a": 0, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 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