# ACTSCI 655: Health Analytics | UW–Madison [View on UW Courses](https://uwcourses.com/courses/ACTSCI_655) ## 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 9e5c435b9d361f8fbc3c2a84a5da9302a587ffcc74c2e944d34705eb3e9bc520 ### course id ACTSCI 655 ### course uid course\_06b63a2bd77811b0eec7bbab ### catalog version id 2fdb171233aa165d5bd39c37f7850b3879c0f06f07f924336c13b9ea8798bf5c ### course number 655 ### subjects * ACTSCI ### title HEALTH ANALYTICS ### description Introduction to the broad area of health, integrating how researchers from multiple perspectives have investigated various aspects of health, along with the hands-on practice of learning and using statistical tools to analyze these topics. ### requirements text (ACT SCI 640,GEN BUS 656,STAT 333, or340), or declared in undergraduate Business Exchange program ### credit offering ids None recorded. ### llm job id enrich-8b774950c2b6adfdc46d1b82 ### llm output id f5c3c24352c1b7b593107d842583a67ce7a4107251043f73d40c76b8433d336d ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary Introduction to health analytics integrating multi-perspective health research and hands-on statistical tool application. ### llm topics * Various aspects of health. * Statistical tools for health topic analysis. ### llm skills * Applying statistical tools to health research topics. * Integrating multi-perspective health research findings. ### llm assumed background * Proficiency in R programming for data analysis and modeling. * Foundational knowledge of statistical regression and predictive modeling techniques. ### llm search phrases * health analytics statistical tools * health data analysis R * introductory health statistics * health research statistical methods ### llm requirements status valid ### llm student summary status valid ### llm experience status valid ### catalog variants None recorded. ### student summary #### context hash cdcd1ec39104705210291c4730072d2f12e7a98d815c40e9a5d7775e853719f5 #### course id ACTSCI 655 #### current instructors None recorded. #### difficulty workload Historical reviews of Margie Rosenberg: The course is demanding with vague grading and analytics assignments, though following instructions helps students stay on track. ```json { "citations": [ { "instructor_name": "Margie Rosenberg", "review_date": "2021-05-06 12:25:24 +0000 UTC", "review_id": "f5f9dc612ae6a86de8b290a1", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2329429", "source_review_id": "UmF0aW5nLTM0NzIwOTU3", "source_url": "https://www.ratemyprofessors.com/professor/2329429", "type": "review" }, { "instructor_name": "Margie Rosenberg", "review_date": "2025-12-23 00:17:34 +0000 UTC", "review_id": "c8642111004eaa55a6119a06", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2329429", "source_review_id": "UmF0aW5nLTQyMzc5NTY2", "source_url": "https://www.ratemyprofessors.com/professor/2329429", "type": "review" } ] } ``` #### errors None recorded. #### historical context Historical reviews of Margie Rosenberg: Margie Rosenberg receives polarized reviews. One student found the course poorly designed with vague grading and bad grades, while another praised her innovative, office-style lectures and high quality. A third review described the course as very well-rounded. ```json { "citations": [ { "instructor_name": "Margie Rosenberg", "review_date": "2021-05-06 12:25:24 +0000 UTC", "review_id": "f5f9dc612ae6a86de8b290a1", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2329429", "source_review_id": "UmF0aW5nLTM0NzIwOTU3", "source_url": "https://www.ratemyprofessors.com/professor/2329429", "type": "review" }, { "instructor_name": "Margie Rosenberg", "review_date": "2025-12-23 00:17:34 +0000 UTC", "review_id": "c8642111004eaa55a6119a06", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2329429", "source_review_id": "UmF0aW5nLTQyMzc5NTY2", "source_url": "https://www.ratemyprofessors.com/professor/2329429", "type": "review" }, { "instructor_name": "Margie Rosenberg", "review_date": "2026-04-11 04:35:04 +0000 UTC", "review_id": "5bc84c0418c1f525a661c312", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2329429", "source_review_id": "UmF0aW5nLTQyODE1OTM5", "source_url": "https://www.ratemyprofessors.com/professor/2329429", "type": "review" } ] } ``` #### offered false #### profile hash 672f506f2fc2f46a071b9777f4a92cc197b2ccdeef25590e9285146d8c7e7f90 #### quick take Historical reviews of Margie Rosenberg: Margie Rosenberg offers a graduate-level, involved experience with innovative, office-style lectures and discussions that prepare students for professional workspaces. ```json { "citations": [ { "instructor_name": "Margie Rosenberg", "review_date": "2025-12-23 00:17:34 +0000 UTC", "review_id": "c8642111004eaa55a6119a06", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2329429", "source_review_id": "UmF0aW5nLTQyMzc5NTY2", "source_url": "https://www.ratemyprofessors.com/professor/2329429", "type": "review" }, { "instructor_name": "Margie Rosenberg", "review_date": "2026-04-11 04:35:04 +0000 UTC", "review_id": "5bc84c0418c1f525a661c312", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2329429", "source_review_id": "UmF0aW5nLTQyODE1OTM5", "source_url": "https://www.ratemyprofessors.com/professor/2329429", "type": "review" } ] } ``` Recent recorded grades — Fall 2023: 3.40 GPA, 70.8% A/AB (n=24 letter grades); Fall 2024: 3.63 GPA, 80.0% A/AB (n=15 letter grades); Fall 2025: 3.56 GPA, 77.8% A/AB (n=27 letter grades). ```json { "citations": [ { "course_id": "ACTSCI 655", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "4b992fd7-1642-364f-b956-892c02e5db4b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "ACTSCI 655", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "4b992fd7-1642-364f-b956-892c02e5db4b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "ACTSCI 655", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "4b992fd7-1642-364f-b956-892c02e5db4b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1262", "type": "grade" } ] } ``` #### student experience Historical reviews of Margie Rosenberg: Some students find the discussion-based format poorly designed with materials irrelevant to projects, and report that graders give bad grades. ```json { "citations": [ { "instructor_name": "Margie Rosenberg", "review_date": "2021-05-06 12:25:24 +0000 UTC", "review_id": "f5f9dc612ae6a86de8b290a1", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2329429", "source_review_id": "UmF0aW5nLTM0NzIwOTU3", "source_url": "https://www.ratemyprofessors.com/professor/2329429", "type": "review" } ] } ``` #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history MARJORIE ROSENBERG is recorded teaching in Spring 2017, Fall 2017, Spring 2018, Spring 2020, Spring 2022, Spring 2023, Fall 2023, Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "ACTSCI 655", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "4b992fd7-1642-364f-b956-892c02e5db4b", "source_record": { "entity_id": "4b992fd7-1642-364f-b956-892c02e5db4b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1174", "type": "grade" }, { "course_id": "ACTSCI 655", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "4b992fd7-1642-364f-b956-892c02e5db4b", "source_record": { "entity_id": "4b992fd7-1642-364f-b956-892c02e5db4b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1182", "type": "grade" }, { "course_id": "ACTSCI 655", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "4b992fd7-1642-364f-b956-892c02e5db4b", "source_record": { "entity_id": "4b992fd7-1642-364f-b956-892c02e5db4b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1184", "type": "grade" }, { "course_id": "ACTSCI 655", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "4b992fd7-1642-364f-b956-892c02e5db4b", "source_record": { "entity_id": "4b992fd7-1642-364f-b956-892c02e5db4b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1204", "type": "grade" }, { "course_id": "ACTSCI 655", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "4b992fd7-1642-364f-b956-892c02e5db4b", "source_record": { "entity_id": "4b992fd7-1642-364f-b956-892c02e5db4b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1224", "type": "grade" }, { "course_id": "ACTSCI 655", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "4b992fd7-1642-364f-b956-892c02e5db4b", "source_record": { "entity_id": "4b992fd7-1642-364f-b956-892c02e5db4b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1234", "type": "grade" }, { "course_id": "ACTSCI 655", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "4b992fd7-1642-364f-b956-892c02e5db4b", "source_record": { "entity_id": "4b992fd7-1642-364f-b956-892c02e5db4b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "ACTSCI 655", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "4b992fd7-1642-364f-b956-892c02e5db4b", "source_record": { "entity_id": "4b992fd7-1642-364f-b956-892c02e5db4b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "ACTSCI 655", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "4b992fd7-1642-364f-b956-892c02e5db4b", "source_record": { "entity_id": "4b992fd7-1642-364f-b956-892c02e5db4b", "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": [ "n1", "n2", "n3", "n6" ], "condition": null, "course": null, "evidence": "(ACT SCI 640,GEN BUS 656,STAT 333, or340), or declared in undergraduate Business Exchange program", "id": "n0", "kind": "any" }, { "children": [], "condition": null, "course": { "course_number": 640, "minimum_grade": null, "subjects": [ "ACTSCI" ], "timing": "prior" }, "evidence": "ACT SCI 640", "id": "n1", "kind": "course" }, { "children": [], "condition": null, "course": { "course_number": 656, "minimum_grade": null, "subjects": [ "GENBUS" ], "timing": "prior" }, "evidence": "GEN BUS 656", "id": "n2", "kind": "course" }, { "children": [ "n4", "n5" ], "condition": null, "course": null, "evidence": "STAT 333, or340", "id": "n3", "kind": "any" }, { "children": [], "condition": null, "course": { "course_number": 333, "minimum_grade": null, "subjects": [ "STAT" ], "timing": "prior" }, "evidence": "STAT 333", "id": "n4", "kind": "course" }, { "children": [], "condition": null, "course": { "course_number": 340, "minimum_grade": null, "subjects": [ "STAT" ], "timing": "prior" }, "evidence": "or340", "id": "n5", "kind": "course" }, { "children": [], "condition": "declared in undergraduate Business Exchange program", "course": null, "evidence": "declared in undergraduate Business Exchange program", "id": "n6", "kind": "condition" } ] ``` #### notes * Reference 'ACT SCI 640' maps to ACTSCI 640. * Reference 'GEN BUS 656' maps to GENBUS 656. * Reference 'STAT 333' maps to STAT 333. * Reference 'or340' maps to STAT 340. #### root n0 #### status parsed ### instructors None recorded. ### offerings None recorded. ### sections None recorded. ### grade instructors ```json [ { "instructor_uid": "instructor_853754eefd11575fc47740a1", "source": "madgrades", "source_instructor_id": "2600510", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MARJORIE ROSENBERG", "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": 3.245, "graded": 1027, "counts": [ 345, 202, 254, 125, 80, 11, 10 ], "sections": 55 }, "instructor_url": "/instructors/MARJORIE_ROSENBERG--instructor_853754eefd11575fc47740a1" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ACTSCI 655", "course_uid": "course_06b63a2bd77811b0eec7bbab", "term_id": "1174", "term_name": "Spring 2017", "instructors": [ "Margie Rosenberg" ], "a": 8, "ab": 9, "b": 7, "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": 25, "source_aliases": [ "ACTSCI 655" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ACTSCI 655", "course_uid": "course_06b63a2bd77811b0eec7bbab", "term_id": "1182", "term_name": "Fall 2017", "instructors": [ "Margie Rosenberg" ], "a": 11, "ab": 2, "b": 5, "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": 21, "source_aliases": [ "ACTSCI 655" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ACTSCI 655", "course_uid": "course_06b63a2bd77811b0eec7bbab", "term_id": "1184", "term_name": "Spring 2018", "instructors": [ "Margie Rosenberg" ], "a": 8, "ab": 4, "b": 3, "bc": 5, "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": 21, "source_aliases": [ "ACTSCI 655" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ACTSCI 655", "course_uid": "course_06b63a2bd77811b0eec7bbab", "term_id": "1204", "term_name": "Spring 2020", "instructors": [ "Margie Rosenberg" ], "a": 4, "ab": 4, "b": 9, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 6, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 23, "source_aliases": [ "ACTSCI 655" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ACTSCI 655", "course_uid": "course_06b63a2bd77811b0eec7bbab", "term_id": "1224", "term_name": "Spring 2022", "instructors": [ "Margie Rosenberg" ], "a": 7, "ab": 9, "b": 2, "bc": 3, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 21, "source_aliases": [ "ACTSCI 655" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ACTSCI 655", "course_uid": "course_06b63a2bd77811b0eec7bbab", "term_id": "1234", "term_name": "Spring 2023", "instructors": [ "Margie Rosenberg" ], "a": 8, "ab": 4, "b": 3, "bc": 0, "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": 18, "source_aliases": [ "ACTSCI 655" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ACTSCI 655", "course_uid": "course_06b63a2bd77811b0eec7bbab", "term_id": "1242", "term_name": "Fall 2023", "instructors": [ "Margie Rosenberg" ], "a": 9, "ab": 8, "b": 5, "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": 24, "source_aliases": [ "ACTSCI 655" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ACTSCI 655", "course_uid": "course_06b63a2bd77811b0eec7bbab", "term_id": "1252", "term_name": "Fall 2024", "instructors": [ "Margie Rosenberg" ], "a": 7, "ab": 5, "b": 3, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 1, "not_reported": 0, "other": 0, "total": 16, "source_aliases": [ "ACTSCI 655" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ACTSCI 655", "course_uid": "course_06b63a2bd77811b0eec7bbab", "term_id": "1262", "term_name": "Fall 2025", "instructors": [ "Margie Rosenberg" ], "a": 11, "ab": 10, "b": 5, "bc": 0, "c": 1, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 27, "source_aliases": [ "ACTSCI 655" ] } ] ``` ### statistics #### gpa 3.45 #### graded 189 #### counts * 73 * 55 * 42 * 11 * 7 * 0 * 1 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_06b63a2bd77811b0eec7bbab-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_06b63a2bd77811b0eec7bbab-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_06b63a2bd77811b0eec7bbab-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_06b63a2bd77811b0eec7bbab-0.json) #### reviews * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_06b63a2bd77811b0eec7bbab-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_06b63a2bd77811b0eec7bbab-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_06b63a2bd77811b0eec7bbab-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_06b63a2bd77811b0eec7bbab-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.4497354497354498 #### count 189 #### university ##### size 4189 ##### gpa Percentile 20 ##### count Percentile 66 ##### median Count 113 ##### 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 | 10 | false | | 2.8–3.2 | 266 | false | | 3.2–3.6 | 1127 | true | | 3.6–4.0 | 2786 | false | #### departments ```json [ { "subject": "ACTSCI", "comparison": { "size": 11, "gpaPercentile": 60, "countPercentile": 50, "medianCount": 189, "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": 2, "current": false }, { "range": "3.2–3.6", "count": 6, "current": true }, { "range": "3.6–4.0", "count": 3, "current": false } ] } } ] ``` ### terms #### 1174 ##### term 1174 ##### gpa 3.48 ##### count 25 ##### departments | subject | comparison | | ------- | ---------- | | ACTSCI | | #### 1182 ##### term 1182 ##### gpa 3.4523809523809526 ##### count 21 ##### departments | subject | comparison | | ------- | ---------- | | ACTSCI | | #### 1184 ##### term 1184 ##### gpa 3.3095238095238093 ##### count 21 ##### departments | subject | comparison | | ------- | ---------- | | ACTSCI | | #### 1204 ##### term 1204 ##### gpa 3.3529411764705883 ##### count 17 ##### departments | subject | comparison | | ------- | ---------- | | ACTSCI | | #### 1224 ##### term 1224 ##### gpa 3.4761904761904763 ##### count 21 ##### departments | subject | comparison | | ------- | ---------- | | ACTSCI | | #### 1234 ##### term 1234 ##### gpa 3.388888888888889 ##### count 18 ##### departments | subject | comparison | | ------- | ---------- | | ACTSCI | | #### 1242 ##### term 1242 ##### gpa 3.3958333333333335 ##### count 24 ##### departments | subject | comparison | | ------- | ---------- | | ACTSCI | | #### 1252 ##### term 1252 ##### gpa 3.6333333333333333 ##### count 15 ##### departments | subject | comparison | | ------- | ---------- | | ACTSCI | | #### 1262 ##### term 1262 ##### gpa 3.5555555555555554 ##### count 27 ##### departments | subject | comparison | | ------- | ---------- | | ACTSCI | | ### benchmarks #### all ##### school ###### size 4189 ###### gpa 3.681502592792002 ###### top Share 83.17020476104832 ###### count 113 ##### ACTSCI ###### size 11 ###### gpa 3.458102972795489 ###### top Share 68.75442040748639 ###### count 189 #### terms ##### 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 ##### 1204 ###### school ###### size 1012 ###### gpa 3.703747431523761 ###### top Share 84.59811226304916 ###### count 65.5 ##### 1224 ###### school ###### size 1171 ###### gpa 3.5627882428500937 ###### top Share 76.37271640560496 ###### count 64 ##### 1234 ###### school ###### size 1188 ###### gpa 3.5799441677552393 ###### top Share 77.18256448537606 ###### count 65 ##### 1242 ###### school ###### size 1295 ###### gpa 3.595302892737449 ###### top Share 78.36291889885307 ###### count 67 ##### 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 ## instructor Trends ```json [ { "uid": "instructor_853754eefd11575fc47740a1", "name": "MARJORIE ROSENBERG", "count": 189, "terms": [ { "term": "1174", "count": 25, "sections": 1, "gpa": 3.48 }, { "term": "1182", "count": 21, "sections": 1, "gpa": 3.4523809523809526 }, { "term": "1184", "count": 21, "sections": 1, "gpa": 3.3095238095238093 }, { "term": "1204", "count": 17, "sections": 1, "gpa": 3.3529411764705883 }, { "term": "1224", "count": 21, "sections": 1, "gpa": 3.4761904761904763 }, { "term": "1234", "count": 18, "sections": 1, "gpa": 3.388888888888889 }, { "term": "1242", "count": 24, "sections": 1, "gpa": 3.3958333333333335 }, { "term": "1252", "count": 15, "sections": 1, "gpa": 3.6333333333333333 }, { "term": "1262", "count": 27, "sections": 1, "gpa": 3.5555555555555554 } ] } ] ``` ## following | code | title | | ---------------- | ----------------------- | | ECON/FINANCE 320 | INVESTMENT THEORY | | FINANCE 330 | DERIVATIVE SECURITIES | | FINANCE 340 | FIXED INCOME SECURITIES |