# OTM 453: Operations Analytics | UW–Madison [View on UW Courses](https://uwcourses.com/courses/OTM_453) ## 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 4d47ff23281148626bcefe8bf79eec6453b9472fe7575adccfe7d4a22c5728b1 ### course id OTM 453 ### course uid course\_98d3b88fef60209ab5b8bac5 ### catalog version id 2f9c3fdb01365a49e5d77c8bdd4f7be4d56a3ebc67baab8b3b50d5e7d71723ce ### course number 453 ### subjects * OTM ### title OPERATIONS ANALYTICS ### description Focuses on the application of analytical methodologies to problems that arise in the context of a company's operations and supply chains. Touches on all three dimensions of analytics (descriptive, predictive, and prescriptive). Emphasis on data and real industry data collected from the university, alumni, and executive board members when possible. Explore, analyze, and utilize such data in a hands-on way, using a variety of software tools. Significantly driven by a set of case problems as opposed to systematic coverage of methodologies. ### requirements text OTM 300and (GEN BUS 306,ECON 310,MATH 331,STAT/​MATH  309, or431), or declared in undergraduate Business Exchange program ### credit offering ids None recorded. ### llm job id enrich-f516c4d3e82cfe326b4f5f54 ### llm output id ee1d5ef3667cc74cd0636ea678fb4b94a4937e1ec738b06384d16d2092b7eb04 ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary OTM 453 teaches the application of descriptive, predictive, and prescriptive analytics to operations and supply chain problems using real industry data and case studies. ### llm topics * Analytical methodologies for operations and supply chain problems. * Descriptive, predictive, and prescriptive analytics. * Case-based problem solving in operations analytics. ### llm skills * Application of analytical methodologies to operations and supply chain problems. * Application of descriptive, predictive, and prescriptive analytics. * Hands-on exploration, analysis, and utilization of data using software tools. ### llm assumed background * Foundations in operations and supply chain management systems and processes. * Quantitative intuition and database management, summarization, exploration, and visualization. * Descriptive statistics, statistical inference, hypothesis testing, and estimation for data analysis. * Probability theory, random variables, distributions, expectation, variance, and limit theorems. * Probability, combinatorial methods, distributions, expected values, moments, and estimation. * Probability theory, random variables, distributions, moment generating functions, and limit theorems. ### llm search phrases * operations analytics * supply chain data analysis * prescriptive analytics tools * business case studies operations * descriptive predictive prescriptive analytics ### llm requirements status valid ### llm student summary status valid ### llm experience status valid ### catalog variants None recorded. ### student summary #### context hash 1b762d1f0ed2f715bc23ed1f268ea4ff5690cf66851c883113839dc261e9e2bc #### course id OTM 453 #### current instructors None recorded. #### difficulty workload Historical reviews of Greg DeCroix: The course involves many group projects, which students should be aware of when considering the workload. ```json { "citations": [ { "instructor_name": "Greg DeCroix", "review_date": "2025-05-02 19:52:47 +0000 UTC", "review_id": "2b56c651b0b550fb264ac35f", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2590897", "source_review_id": "UmF0aW5nLTQxMTM3MzI4", "source_url": "https://www.ratemyprofessors.com/professor/2590897", "type": "review" } ] } ``` #### errors None recorded. #### historical context Historical reviews of Greg DeCroix: Greg DeCroix is described as kind and compassionate, with fair assignments that students enjoyed. However, the course involves many group projects, which is a notable aspect of the workload. ```json { "citations": [ { "instructor_name": "Greg DeCroix", "review_date": "2025-05-02 19:52:47 +0000 UTC", "review_id": "2b56c651b0b550fb264ac35f", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2590897", "source_review_id": "UmF0aW5nLTQxMTM3MzI4", "source_url": "https://www.ratemyprofessors.com/professor/2590897", "type": "review" } ] } ``` #### offered false #### profile hash e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1 #### quick take Historical reviews of Greg DeCroix: Greg DeCroix is described as kind and compassionate, with fair assignments that students enjoyed, leading to a positive overall experience. ```json { "citations": [ { "instructor_name": "Greg DeCroix", "review_date": "2025-05-02 19:52:47 +0000 UTC", "review_id": "2b56c651b0b550fb264ac35f", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2590897", "source_review_id": "UmF0aW5nLTQxMTM3MzI4", "source_url": "https://www.ratemyprofessors.com/professor/2590897", "type": "review" } ] } ``` Recent recorded grades — Spring 2024: 3.68 GPA, 90.9% A/AB (n=66 letter grades); Spring 2025: 3.51 GPA, 84.6% A/AB (n=78 letter grades); Spring 2026: 3.52 GPA, 79.2% A/AB (n=53 letter grades). ```json { "citations": [ { "course_id": "OTM 453", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "37c44c22-2b95-381f-b883-a82ce832b5e9", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "OTM 453", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "37c44c22-2b95-381f-b883-a82ce832b5e9", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "OTM 453", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "37c44c22-2b95-381f-b883-a82ce832b5e9", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1264", "type": "grade" } ] } ``` #### student experience Historical reviews of Greg DeCroix: Students reported loving the class due to the professor's kindness and engaging, fair assignments. ```json { "citations": [ { "instructor_name": "Greg DeCroix", "review_date": "2025-05-02 19:52:47 +0000 UTC", "review_id": "2b56c651b0b550fb264ac35f", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2590897", "source_review_id": "UmF0aW5nLTQxMTM3MzI4", "source_url": "https://www.ratemyprofessors.com/professor/2590897", "type": "review" } ] } ``` #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history GREGORY DECROIX is recorded teaching in Spring 2023, Spring 2024, Spring 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "OTM 453", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "37c44c22-2b95-381f-b883-a82ce832b5e9", "source_record": { "entity_id": "37c44c22-2b95-381f-b883-a82ce832b5e9", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1234", "type": "grade" }, { "course_id": "OTM 453", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "37c44c22-2b95-381f-b883-a82ce832b5e9", "source_record": { "entity_id": "37c44c22-2b95-381f-b883-a82ce832b5e9", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1234", "type": "grade" }, { "course_id": "OTM 453", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "37c44c22-2b95-381f-b883-a82ce832b5e9", "source_record": { "entity_id": "37c44c22-2b95-381f-b883-a82ce832b5e9", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "OTM 453", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "37c44c22-2b95-381f-b883-a82ce832b5e9", "source_record": { "entity_id": "37c44c22-2b95-381f-b883-a82ce832b5e9", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "OTM 453", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "37c44c22-2b95-381f-b883-a82ce832b5e9", "source_record": { "entity_id": "37c44c22-2b95-381f-b883-a82ce832b5e9", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "OTM 453", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "37c44c22-2b95-381f-b883-a82ce832b5e9", "source_record": { "entity_id": "37c44c22-2b95-381f-b883-a82ce832b5e9", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "OTM 453", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "37c44c22-2b95-381f-b883-a82ce832b5e9", "source_record": { "entity_id": "37c44c22-2b95-381f-b883-a82ce832b5e9", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" } ] } ``` #### term id 1272 #### term name 2026 Fall #### version 2 ### requirements #### nodes ```json [ { "children": [ "n1", "n2" ], "condition": null, "course": null, "evidence": "OTM 300and (GEN BUS 306,ECON 310,MATH 331,STAT/MATH 309, or431), or declared in undergraduate Business Exchange program", "id": "n0", "kind": "any" }, { "children": [ "n3", "n4" ], "condition": null, "course": null, "evidence": "OTM 300and (GEN BUS 306,ECON 310,MATH 331,STAT/MATH 309, or431)", "id": "n1", "kind": "all" }, { "children": [], "condition": "declared in undergraduate Business Exchange program", "course": null, "evidence": "declared in undergraduate Business Exchange program", "id": "n2", "kind": "condition" }, { "children": [], "condition": null, "course": { "course_number": 300, "minimum_grade": null, "subjects": [ "OTM" ], "timing": "prior" }, "evidence": "OTM 300", "id": "n3", "kind": "course" }, { "children": [ "n5", "n6", "n7", "n8", "n9" ], "condition": null, "course": null, "evidence": "(GEN BUS 306,ECON 310,MATH 331,STAT/MATH 309, or431)", "id": "n4", "kind": "any" }, { "children": [], "condition": null, "course": { "course_number": 306, "minimum_grade": null, "subjects": [ "GENBUS" ], "timing": "prior" }, "evidence": "GEN BUS 306", "id": "n5", "kind": "course" }, { "children": [], "condition": null, "course": { "course_number": 310, "minimum_grade": null, "subjects": [ "ECON" ], "timing": "prior" }, "evidence": "ECON 310", "id": "n6", "kind": "course" }, { "children": [], "condition": null, "course": { "course_number": 331, "minimum_grade": null, "subjects": [ "MATH" ], "timing": "prior" }, "evidence": "MATH 331", "id": "n7", "kind": "course" }, { "children": [], "condition": null, "course": { "course_number": 309, "minimum_grade": null, "subjects": [ "MATH", "STAT" ], "timing": "prior" }, "evidence": "STAT/MATH 309", "id": "n8", "kind": "course" }, { "children": [], "condition": null, "course": { "course_number": 431, "minimum_grade": null, "subjects": [ "MATH", "STAT" ], "timing": "prior" }, "evidence": "431", "id": "n9", "kind": "course" } ] ``` #### notes None recorded. #### root n0 #### status parsed ### instructors None recorded. ### offerings None recorded. ### sections None recorded. ### grade instructors ```json [ { "instructor_uid": "instructor_0e00d3ad260a6ca0e8d4881a", "source": "madgrades", "source_instructor_id": "5110664", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JORDAN TONG", "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": 3.76, "difficulty": 2.8, "quality_count": 25, "difficulty_count": 25, "profile_id": "rmp:1854371", "source_url": "https://www.ratemyprofessors.com/professor/1854371", "match_basis": "exact_name", "observed_at": "2026-09-07 16:30:32.120505+00:00", "courses": { "course_352dcdff23516bbede3f204e": { "review_count": 7, "quality": 4.14, "difficulty": 3.29, "quality_count": 7, "difficulty_count": 7 }, "course_aa7c4c79e460029847daaad2": { "review_count": 18, "quality": 3.61, "difficulty": 2.61, "quality_count": 18, "difficulty_count": 18 } }, "bayesian_quality": 3.715415903798487, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.283, "graded": 1789, "counts": [ 581, 436, 420, 187, 138, 20, 7 ], "sections": 35 }, "instructor_url": "/instructors/JORDAN_TONG--instructor_0e00d3ad260a6ca0e8d4881a" }, { "instructor_uid": "instructor_009835151319b160694e5d51", "source": "madgrades", "source_instructor_id": "261439", "identity_basis": "source_id", "identity_status": "source_identified", "name": "GREGORY DECROIX", "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": 3.586, "graded": 2881, "counts": [ 1139, 1117, 610, 13, 1, 0, 1 ], "sections": 76 }, "instructor_url": "/instructors/GREGORY_DECROIX" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "OTM 453", "course_uid": "course_98d3b88fef60209ab5b8bac5", "term_id": "1222", "term_name": "Fall 2021", "instructors": [ "Jordan Tong" ], "a": 22, "ab": 28, "b": 6, "bc": 1, "c": 1, "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": 59, "source_aliases": [ "OTM 453" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "OTM 453", "course_uid": "course_98d3b88fef60209ab5b8bac5", "term_id": "1234", "term_name": "Spring 2023", "instructors": [ "Greg DeCroix" ], "a": 24, "ab": 30, "b": 6, "bc": 1, "c": 0, "d": 0, "f": 1, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 62, "source_aliases": [ "OTM 453" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "OTM 453", "course_uid": "course_98d3b88fef60209ab5b8bac5", "term_id": "1244", "term_name": "Spring 2024", "instructors": [ "Greg DeCroix" ], "a": 30, "ab": 30, "b": 6, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 66, "source_aliases": [ "OTM 453" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "OTM 453", "course_uid": "course_98d3b88fef60209ab5b8bac5", "term_id": "1254", "term_name": "Spring 2025", "instructors": [ "Greg DeCroix" ], "a": 18, "ab": 48, "b": 9, "bc": 2, "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": 78, "source_aliases": [ "OTM 453" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "OTM 453", "course_uid": "course_98d3b88fef60209ab5b8bac5", "term_id": "1264", "term_name": "Spring 2026", "instructors": [ "Greg DeCroix" ], "a": 15, "ab": 27, "b": 9, "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": 53, "source_aliases": [ "OTM 453" ] } ] ``` ### statistics #### gpa 3.568 #### graded 318 #### counts * 109 * 163 * 36 * 6 * 2 * 1 * 1 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_98d3b88fef60209ab5b8bac5-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_98d3b88fef60209ab5b8bac5-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_98d3b88fef60209ab5b8bac5-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_98d3b88fef60209ab5b8bac5-0.json) #### reviews * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_98d3b88fef60209ab5b8bac5-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_98d3b88fef60209ab5b8bac5-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_98d3b88fef60209ab5b8bac5-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_98d3b88fef60209ab5b8bac5-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.5676100628930816 #### count 318 #### university ##### size 3183 ##### gpa Percentile 30 ##### count Percentile 82 ##### median Count 101 ##### 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 | 18 | false | | 2.8–3.2 | 213 | false | | 3.2–3.6 | 819 | true | | 3.6–4.0 | 2133 | false | #### departments ```json [ { "subject": "OTM", "comparison": { "size": 23, "gpaPercentile": 23, "countPercentile": 82, "medianCount": 150, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 1, "current": false }, { "range": "3.2–3.6", "count": 6, "current": true }, { "range": "3.6–4.0", "count": 16, "current": false } ] } } ] ``` ### terms #### 1222 ##### term 1222 ##### gpa 3.5508474576271185 ##### count 59 ##### university ###### size 1157 ###### gpa Percentile 42 ###### count Percentile 45 ###### 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 | true | | 3.6–4.0 | 614 | false | ##### departments ```json [ { "subject": "OTM", "comparison": { "size": 11, "gpaPercentile": 40, "countPercentile": 60, "medianCount": 49, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 1, "current": false }, { "range": "3.2–3.6", "count": 5, "current": true }, { "range": "3.6–4.0", "count": 5, "current": false } ] } } ] ``` #### 1234 ##### term 1234 ##### gpa 3.5725806451612905 ##### count 62 ##### university ###### size 1188 ###### gpa Percentile 43 ###### count Percentile 47 ###### median Count 65 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 3 | false | | 2.4–2.8 | 17 | false | | 2.8–3.2 | 144 | false | | 3.2–3.6 | 374 | true | | 3.6–4.0 | 650 | false | ##### departments ```json [ { "subject": "OTM", "comparison": { "size": 14, "gpaPercentile": 23, "countPercentile": 69, "medianCount": 48.5, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 1, "current": false }, { "range": "3.2–3.6", "count": 3, "current": true }, { "range": "3.6–4.0", "count": 10, "current": false } ] } } ] ``` #### 1244 ##### term 1244 ##### gpa 3.6818181818181817 ##### count 66 ##### university ###### size 1241 ###### gpa Percentile 54 ###### count Percentile 50 ###### median Count 65 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 2 | false | | 2.4–2.8 | 9 | false | | 2.8–3.2 | 151 | false | | 3.2–3.6 | 373 | false | | 3.6–4.0 | 706 | true | ##### departments ```json [ { "subject": "OTM", "comparison": { "size": 14, "gpaPercentile": 62, "countPercentile": 62, "medianCount": 59.5, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 1, "current": false }, { "range": "3.2–3.6", "count": 3, "current": false }, { "range": "3.6–4.0", "count": 10, "current": true } ] } } ] ``` #### 1254 ##### term 1254 ##### gpa 3.5128205128205128 ##### count 78 ##### university ###### size 1289 ###### gpa Percentile 33 ###### count Percentile 57 ###### median Count 66 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 0 | false | | 2.4–2.8 | 17 | false | | 2.8–3.2 | 128 | false | | 3.2–3.6 | 379 | true | | 3.6–4.0 | 765 | false | ##### departments ```json [ { "subject": "OTM", "comparison": { "size": 11, "gpaPercentile": 20, "countPercentile": 60, "medianCount": 53, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 1, "current": false }, { "range": "3.2–3.6", "count": 2, "current": true }, { "range": "3.6–4.0", "count": 8, "current": false } ] } } ] ``` #### 1264 ##### term 1264 ##### gpa 3.518867924528302 ##### count 53 ##### university ###### size 1283 ###### gpa Percentile 32 ###### count Percentile 38 ###### median Count 66 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 20 | false | | 2.8–3.2 | 130 | false | | 3.2–3.6 | 343 | true | | 3.6–4.0 | 789 | false | ##### departments | subject | comparison | | ------- | ---------- | | OTM | | ### benchmarks #### all ##### school ###### size 3183 ###### gpa 3.6751118579404114 ###### top Share 82.97908241997821 ###### count 101 ##### OTM ###### size 23 ###### gpa 3.669712141902574 ###### top Share 85.25808411218063 ###### count 150 #### terms ##### 1222 ###### school ###### size 1157 ###### gpa 3.563052311875811 ###### top Share 76.64869058732418 ###### count 64 ###### OTM ###### size 11 ###### gpa 3.5781739736365354 ###### top Share 79.16361895576048 ###### count 49 ##### 1234 ###### school ###### size 1188 ###### gpa 3.5799441677552393 ###### top Share 77.18256448537606 ###### count 65 ###### OTM ###### size 14 ###### gpa 3.607764204100442 ###### top Share 81.13936302807947 ###### count 48.5 ##### 1244 ###### school ###### size 1241 ###### gpa 3.5975573126929192 ###### top Share 78.29036874847135 ###### count 65 ###### OTM ###### size 14 ###### gpa 3.6252833905307873 ###### top Share 84.08196544610176 ###### count 59.5 ##### 1254 ###### school ###### size 1289 ###### gpa 3.6126423469389106 ###### top Share 79.48050408754871 ###### count 66 ###### OTM ###### size 11 ###### gpa 3.6304007337907063 ###### top Share 84.47180102587994 ###### count 53 ##### 1264 ###### school ###### size 1283 ###### gpa 3.6229729166451925 ###### top Share 80.13669149396227 ###### count 66 ## instructor Trends ```json [ { "uid": "instructor_009835151319b160694e5d51", "name": "GREGORY DECROIX", "count": 259, "terms": [ { "term": "1234", "count": 62, "sections": 2, "gpa": 3.5725806451612905 }, { "term": "1244", "count": 66, "sections": 2, "gpa": 3.6818181818181817 }, { "term": "1254", "count": 78, "sections": 2, "gpa": 3.5128205128205128 }, { "term": "1264", "count": 53, "sections": 1, "gpa": 3.518867924528302 } ] }, { "uid": "instructor_0e00d3ad260a6ca0e8d4881a", "name": "JORDAN TONG", "count": 59, "terms": [ { "term": "1222", "count": 59, "sections": 2, "gpa": 3.5508474576271185 } ] } ] ``` ## following None recorded. ## projection ### target 1272 ### gpa 3.5594780172780722 ### grades | grade | percentage | | ----- | ------------------- | | A | 33.46948712918333 | | AB | 51.15521749895889 | | B | 12.016273146936596 | | BC | 2.13172146394424 | | C | 0.6401452062771034 | | D | 0.36817845149320816 | | F | 0.21897710320664598 | ### source Terms * 1264 * 1254 * 1244 * 1234 * 1222 ### source Count 318 ### same Season false ### historical Range * 3.5128205128205137 * 3.6818181818181817